beyond the decisions-making: the psychic determinants of conduct and economic behavior
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INTERNATIONAL JOURNAL OF RESEARCH & METHODOLOGY IN SOCIAL SCIENCE
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TABLE OF CONTENT
Beyond the Decisions-Making: The Psychic Determinants
of Conduct and Economic Behavior ……………….……………………… 6-24
Dante Roberto Salatino
Green Supply Chain Practices on Corporate Sustainability Performance:
An Empirical Study ………………………………………. 25-35
Nitin Simha Vihari & Himani Binjola
Economic Valuation of Rural Wetlands in Bangladesh:
A Case Study of the Padma Beel of Pabna ……………………………………… 36-52
Ayub Ali and Syed Naimul Wadood
Gap between Expectation and Convenience of Open Access
Public Toilets in Dhaka: A Cross Sectional Investigation ……………………… 53-61
Syed Billal Hossain, Russell Kabir, Md. Shahjahan,
Alauddin Chowdhury & S. M. Yasir Arafat
Neurogame: An Alternative and Complementary Method
in the Teaching and Learning Process of Neuroanatomy ……………………… 62-71
Ribeiro, F.S., Soares, B.O., Santos, I.F.,
& Da Silva Júnior, E.X.
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Beyond the Decisions-Making: The Psychic Determinants of Conduct
and Economic Behavior
Dante Roberto Salatino
About the Author(s)
Researcher of the Institute of Philosophy and of the Institute of Linguistics - Lecturer in the
General Psychology Department - Faculty of Philosophy and Letters - Teacher and Researcher in
Artificial Intelligence in the Mechatronics Career - Faculty of Engineering - National University of
Cuyo - Email for correspondence: [email protected]
ABSTRACT
The objective of this paper is to provide a useful tool to evaluate the impact of conduct and
economic behavior in decision making. It is a research based on a theory of the psychic structure
and operation with a marked neurobiological support. The use of a new method is introduced: the
Transcurssive Logic, to investigate the subjective reality of which, the economy, forms part. Are
corroborated the hypotheses suggested by Hayek in his treatise on Theoretical Psychology: The
Sensible Order (1952), and they are given foundation to the psychic processes that give rise to both
the behavior as the conduct. It constitutes a basic contribution to Economic Psychology.
Keyword: Economics, Psychology, Methods, Social Sciences.
JEL Code: A12, B41
CITATION: Salatino, D. R. (2017). “Beyond the Decisions-Making: The Psychic Determinants of Conduct and
Economic Behavior.” Inter. J. Res. Methodol. Soc. Sci., Vol., 3, No. 1: pp. 6–26. (Jan. – Mar.
2017); ISSN: 2415-0371.
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1. INTRODUCTION
The recent contributions of Economic Psychology and Neuroeconomics focus almost exclusively
on the supposed psychic and neurological mechanisms involved in decision making, which appears
as the only motive of economic conduct, forgetting that this conduct is given in function of a
particular behavior.
Every person or social individual has a double need, one primary: that of survival,
manifested as a desire; and a secondary one: that of knowing, expressed as a belief. The social in
the person arises from a desire that 'represents' at the deep level (in his being) motivating a
behavior, and a belief that characterizes superficially (in his seem) the object of that desire and thus
conditioning his conduct. (Salatino, 2012, p.132)
The foregoing derives, in the sensible (as subject), in opposing manifestations that arise
from the instinctive as externalizations that lead to self-preservation, which affects his life and
originates fear or apprehensiveness for the present. From the emotional (as an individual) or those
circumstances that support the adaptation that by affecting their relationship with the environment,
sustain the affections but also the suffering and mistrust for what has already lived. Or from the
emotional (as a person) where the fundamental objective is the recognition or social 'survival',
provoking an emotion in the other, even if it bring rigged together to the hope put in a future, the
anguish by its uncertain character.
All this expressive baggage enables the emergence of a belief that is the sustenance of all
knowledge, both own and surrounding.
From this belief it can be said that there are at least five ways of reaching it (Stebbing, 1965,
p. 526): a) That we have always believed in something that we do not question and before which we
are helpless against error; b) Based on the authority that recognizes two variants: i) acceptance of a
truth out of respect and ii) acceptance of a truth for being told by an expert; c) In front of direct
(apparent) evidence; d) By persuasion that is almost always subject to deception; and e) For
conviction or reasoning, mechanism that is patrimony of the logic and therefore of the science. That
is, a belief can be given by revelation, faith or superstition, by opinion, by presumption, by
persuasion or by conviction or certainty.
As Tarde says (1895, p. 108), the elementary social act, in its form at least, has only as basic
members a desire and a belief. Social relations, although potentially infinite, can be grouped
according to the same author (op. cit., p. 12) into two groups: (i) those which are based on the
transmission of a belief and are based on the apparent (Or how it should be according to a norm)
and ii) those in which what is transmitted is a desire, expression of what is (the own being).
By basing ourselves on the individual element we could say that the social, in the last
instance, arises from something 'profound' that is represented by the desire of a subject, and that is
related to something 'superficial', as it is a belief that acts as an object. Excluding the mode of belief
that is given by conviction or certainty that responds to a convention (or how science operates),
beliefs either have an external foundation and can respond either to a voluntary act or that does not
depend on the desire of the other, and where are excluded the modalities by opinion and
presumption, or respond to an imposition of the desire of others as is the case of persuasion. All this
allows us to establish logical relationships between the fundamental social elements as shown in
Figure 1.
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Fig. 1: Logic relations between the social elements
Legends: S = subject – O = object – V = apparent transformation - = hidden transformation
The previous figure confirms, on the one hand, the interrelations that are established
between desire and belief in a social individual, that is, the imposed or voluntary character of each
one of them and the emergence from there of the different beliefs. The codes assigned in the graph
are due to having considered the desire as the subject's heritage, and belief as an object of that
desire. On the other hand, this scheme corroborates, without a doubt, that the logical nucleus of any
social act as we see it here, is an PAU (universal autonomous pattern), according to what is defined
by the Transcurssive Logic (TL of here in forward) (See Appendix)
The needs that give rise to the social act are satisfied through the 'social patterns' that are
evidenced, individually, in behavior as we have seen and socially, in conduct through a series of
'social figures'. (Salatino, 2012, p. 134)
These ‘social figures’ fulfill the non-trivial function of establishing the 'social role' which
becomes evident through a determined conduct; That is, by that behavior that is limited by a norm;
and they are:
(i) Indifference: coexistence without mutual influence of two poles of interests that generate
two parallel instances that are only contacted superficially (in appearance) without interfering.
(ii) Agreement: coexistence with mutual influence of two poles of interests that have
elements in common that bring them together and distinctive elements that are adapted by both
parties to allow the 'fit' of the two instances making possible links at the superficial level through
the appearance - the lie of a conduct - and the acceptance, by mutual agreement, of the profound
level or the behavior of each one.
(iii) Conflict/Evasion: confrontation of two poles of interests to settle a shortage through the
same object. The conflict disrupts the steady state or stable disequilibrium that is maintained in the
social system by negative feedback (Salatino, 2009, p. 84), the one in which its dynamics are
developed through 'controlled oscillations' between the superficial and the profound (the conduct
and the behavior). This disturbance manifests itself as 'out of control oscillations'. Its behavior is
comparable to that shown by physical oscillations increased in amplitude in exponential form by
positive feedback. These 'oscillations' are caused by the influence between the superficial and
profound levels in cross form and leading to a 'catastrophe'. It reaches the limit of what is tolerated
by dynamic stability. Both systems are forced to choose, that is to say, they bifurcate out or it is
passed to a level of greater complexity, taking away preponderance to the occasional 'opponent'
becoming 'dominator' of the situation; Or on the contrary, becoming "dominated" or even more,
disappearing directly from the conflictive situation.
(iv) Submission: coexistence of the poles of interests where one of them predominates
because of the intact adaptability to the different avatars, made possible by the full use of the
superficial / profound assembly (conduct / behavior) and thus to influence the other, that only
handles the superficial level (the conduct) to the detriment of the profound level. This figure can
have two variants: an absolute, where submission is total both in the seem (conduct) and in the
being (behavior), and the other, relative, where such submission is only apparent (in the conduct).
Submission may be a consequence of figure (III). In addition, its evolution can follow different
paths that lead to any of the above figures by rehabilitation of the profound (behavior) level.
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The specified figures highlight what is relevant at the sociocultural level, or what is
equivalent, what we can research on the practical plane; in addition to confirming the relevance of
the application of the Theory of Games to unravel some of the mechanisms involved in economic
decision-making, something that will be discussed later.
Nevertheless, it is possible to probe through these figures, other planes of behavior and
elements that arise from it, such as: sensations (pleasure, neutrality, displeasure); that of reactions
(attraction, displeasure, rejection); the one of the emotions (love, harmony, hatred); that of
perceptions (subject, action, object); that of the psychic (idea, language, thought); etc.
From the social roles raised as a result of the operability of the social figures, finally emerge
what we will call 'personal roles' and that are: dominator, dominated and indifferent.
Assembling the logical relationships that link the elemental social elements with the
personal roles, we have all the necessary ingredients to define, from the conducts that generate the
beliefs (myths, religions, dogmas, ideology, etc.), to the fulfillment of a desire through behavior,
both in its adequate form (to a norm) and excessive, from which emerge roles as those of the leader,
autocrat, etc. Figure 2 summarizes the logic of social relations proposed.
Fig. 2: Logic of social relations
The objective of this work is to provide a method and a theoretical tool capable of analyzing
behavior and human conduct, these 'complex manifestations' are heritage of subjective reality
(Salatino, 2009), which are not usually addressed by objective science, but which can complete the
explanation of why a decision making is made. With this contribution is intended to bring
Psychology closer to the Economy, although from a different perspective than the one current
proposed by the Cognitive Sciences.
In order to better understand our purpose, in this introduction, I have proposed as a real
framework the logic that supports both a social act and also the relationships that a person maintains
with others, as is conceived by the TL.
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2. LITERATURE REVIEW
The search for antecedents of our position we must do it from different perspectives: (1) From the
justification of a psychology based on central nervous system (CNS) physiology, (2) Through the
approach of the economic conduct from the subject, (3) Showing the existence of common patterns
underlying to phenomena Which in appearance are totally different., and (4) demonstrating the
presence of the phenomenon of symmetry.
2.1 Psychology based on physiology
John Stuart Mill (1806-1873), English philosopher, politician and economist representing the
classical economic school who theorized about utilitarianism and in his book A system of logic
(1843-1889-1950) in the chapter on the logic of the moral sciences, Says: “There are a great number
of social phenomena whose determining causes are the desire for wealth and the psychological law
which refers to the preference of a gain greater than a lesser ... In reasoning about this law of human
nature we can be qualified to explain and predict this type of phenomena, insofar as they depend
solely on such circumstances, bypassing the influence of any other social situation.” (Nagel, 1950,
p.337)
Adolf Horwicz (1831-1894), a German philosopher who, in addition to writing about the
nature and function of philosophy, did also about the history of the development of the will (1876),
and his book on psychological analysis where he used Physiology as a guide for psychological
research, that served as an inspiration to some of those who attempted to approach economics from
a psychological perspective.
Gabriel Tarde (1843-1904), Sociologist, Criminologist and French Social Psychologist, has
been the pioneer in the field of Social Psychology in talking about the causes of economic behavior,
based on the interrelation between desires and beliefs (what we have already mentioned)
(Quintanilla et al., 2005, p. 46) and in a Psychology interpreted from the physiology, although also
based on the introspection, since according to the author, when it comes to observing inter-
psychological phenomena (as he called to social phenomena) this form of meditation, he claimed, is
the only method of subjective and objective observation at the same time. (Tarde, 1902, p.83) From
2009 the TL was added (see Appendix), which, with this same purpose, is based not on
introspection but on Neurobiological Psychology.
Gustav von Schmoller (1838-1917), representative of the German historicist school, is
perhaps one of the greatest enthusiasts in the task of approximating the Economy to Psychology. In
the introduction of Grundriß der Allgemeinen Volkswirtschaftslehre (Principles of General
Economic Theory (1901-1904)) gave to the Psychology a place of privilege. It says there:
“Psychology is the key of all human sciences and therefore also of economics ... Nothing less than a
psychological history of humanity, especially a history of the evolution of feelings as shown by
Horwicz in his book of 1878: Psychologische Analysen auf physiologischer Grundlage.” (Nau &
Schefold, 2012, p 34)
Hans Vaihinger (1852-1933), German philosopher who in his Philosophie des Als Ob (The
philosophy of the 'as if') also mentions the book of Adolf Horwicz Psychologische Analysen auf
physiologischer Grundlage (The psychological analysis with physiological basis) that served him of
inspiration and where it shows that “All psychology is based on the so-called 'reflex scheme': the
sensory impressions following stimulation, ideas lead to thought, expressive movement and to the
volitional action.” Vaihinger, 1924, p.xxii)
Friedrich August von Hayek (1899-1992): The Sensorial order is a work on theoretical
psychology written by this philosopher, jurist and economist, Nobel prize of Economics in 1974 for
his contributions, among others, on the interdependence of the economy, the society and the
institutions. In this remarkable work, which will be discussed in some detail, it leaves a series of
possibilities with regard to the functioning of the psyche, such as, for example, the formation of
models with patterns of stimuli arising from the perception of the surrounding reality . (Hayek,
1952, p. 114) These writings on psychology laid solid foundations to support his ideas about
economic knowledge and the problems that economic science had to solve.
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2.2 Economic conduct from the subject
John Stuart Mill: also in the book A system of logic (loc. cit.) says, referring to the social
phenomena derived from a psychological law: “Taking into account that they have no origin in
other social facts and that no other circumstance can interfere , gave rise to have created a
department of science called: Political Economy,” making clear allusion to its subjective roots. In
contrast, in the chapter devoted to the definition of economic policy, it says: “Economic Policy can
be defined as the science of laws which regulate the production, distribution and consumption of
wealth. Wealth is defined, as all material objects useful or agreeable to mankind, except such as can
be obtained in indefinite without labor.” (ibid., p. 412)
Austrian school of economics: this line of economic thinking emphasizes that individuals
do not act automatically and in response to a rational elaboration that requires a total knowledge of
the ends and means. An individual acts as a consequence of cognitive processes that allow him to
perceive, recognize patterns, learn and understand the social reality that will determine the means
and ends appropriate to his subjectivity to face an economic decision. That is, your decisions will
always be individual and subjective. They are some of the outstanding figures of this school: Carl
Menger (1840-1921) (Subjective value theory, Menger, 2007, p 114); Ludwig von Mises (1881-
1973) (Praxeology: logical structure of human action, Mises, 1998, p. 30) Methodological
individualism: all social phenomena, including economics, can be explained from individuals, their
goals, their beliefs and their actions, Mises, op. cit., p. 41); Friedrich August von Hayek (1899-
1992): the methodological norms he adopted are a direct reflection of his perception of the subject.
This is what he notes when says: “It is probably not an exaggeration if we say that any important
advance in economic theory during the last hundred years was a further step in the constant
application of subjectivism.” (Hayek, 1955, p. 31).
2.3 Common patterns
Carl Gustav Hempel (1905-1997), a logical empiricist philosopher and epistemologist, who in his
Philosophy of Natural Science states: “What scientific explanation, especially the theoretical ... is
achieved by a systematic unification, by exhibiting the phenomena as manifestations of structures
and common underlying structures and processes that conform to specific, testable, basic principles.
If such an account can be given in terms that show certain analogies with familiar phenomena, then
vey well.” (Hempel 1966: 83) (Metaphorical by analogy method (Salatino, 2009) (see Appendix))
Milton Friedman (1912-2006) in one of the most influential works in economic
methodology says: “A fundamental hypothesis of science is that appearances are deceptive and that
there is a way to looking at or interpreting or organizing evidence that will reveals superficially
disconnected and diverse phenomena to be manifestations of a more fundamental and relatively
simple structure.” (Friedman, 1966, p. 33).
2.4 Symmetry
Bastiaan Cornelis van Fraassen (1941-). American philosopher of Dutch origin specialized in
philosophy of the science and logic. He defines symmetry as he does in mathematics and physics,
but proposes it as a guide for the characterization of a scientific theory, since he considers it as the
main key to understanding the theoretically constructed world through a model. (Van Fraassen,
1989)
3. METHODOLOGY
According to the previous characterization and in conventional form we can distinguish four ways
of approaching this research: from the ontology, the epistemology, the methodology or from the
ethics. (Sum & Jessop, 2013) Ontological, in this case, refers to the structure and properties of what
exists in that reality that we have raised. An important ontological derivative would be a set or
group of elements whose existence may be known by an observer from their individual reality.
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The epistemological approach encompasses that which is concerned with the nature of
knowledge or the beliefs that arise in the exchange with such reality.
Finally, the ethical would have to do with a set of psychic and affective qualities that form
the character as an expression of a knowledge or experience and condition the behavior of each
individual in his real world. (Figure 3).
Figure 3: S = subject – O = object – V = apparent transformation - = hidden transformation
The above diagram shows the suggested interrelations between the modes of approach of the
facts that occur in the reality that we are going to investigate. We mean by 'fact', the relations
existing between a generic subject and an object, through a double transformation, where the
subject is the source of those changes, while the object is the destination of them.
Of the transformations that determine the facts, one of them, which we identify as' apparent
'(V) tells us how the things of reality relate to the customs of a subject, so we can also call it:'
organization '.
The transformation designated as ‘hidden’ () refers to the necessary coherence, which on
an individual level, must exist between the facts that occur in reality and its representation. Since an
individual, in his becoming, is linked to others and which together determine the progress of the
social system, it is essential that in each of them a reorganization of the relations that seem to
determine the facts, in order to cope with the demands of the system and thus allowing a sustained
degree of evolution. For this reason we could call this transformation: 'disorganization'.
The proposed provision allows us to consider the coexistence of the true determinants of the
events that occur in this reality that we are trying to characterize, as well as its consequences that
condition its observation and experience. Characters and beliefs on the one hand, and things and
rules on the other, define, as we are suggesting, the participation of subjects and objects (observers
and observed) in those facts that we intend to analyze.
The factual sciences, whose object of study are real facts, require both observation as
experimentation. In natural sciences such as biology, physics or chemistry this is basically ensured
because it is easy to separate the observer from the observed; but in the social sciences, such as
economics, for example, this is very difficult if not impossible.
One way of achieving some approximation to the scientific method as it is applied to the
natural sciences, when trying to investigate economics, is to vary the point of view, or better, to
adapt the real frame of reference that is adopted.
It will be said that the same methods that are used in physics have been successfully applied
for a long time, as is the case when one wants to record the behavior of some economic variables, as
with the relation that links total utility and marginal utility, which in mathematical terms is its first
derivative. (García, 2000) But this alone is not enough to justify that the economy, as a social
science that is, is being approached 'scientifically', because here the participation of the subject is
relegated to a mere equivalent, that to save the appearances, is establishes as real reference.
In this work we will use as a method the TL (see Appendix) which is based on two of the
central ideas in science: 1) the unification or the possibility of demonstrating that there are
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phenomena, which, however disparate they may seem, respond to a single relational pattern ; and 2)
symmetry or one of the guiding principles of nature.
The theme of unification is one of the key points of the philosophical framework on science
defended by Philip Kitcher whose conception of the logic of science has been in favor of a view of
scientific explanation as unification, at least as a regulative ideal, and that agrees with his
presumption about the existence of a causal structure of the world. (Gonzalez, 2012, p. 55)
According to Kitcher, understanding phenomena is not simply a matter of reducing our
fundamental incomprehensibility, but of seeing connections, patterns common in what initially
seemed to be different situations. Thus, science increases our understanding of nature, showing us
how to derive descriptions of many phenomena using the same derivation patterns, over and over
again. By demonstrating this we are taught how to reduce the number of types of facts that we have
to accept as ‘ultimate’ or ‘fundamental.’ (Kitcher, 1989, p. 432) For our methodological purposes,
these words of Kitcher are vital, since it leaves established two of the most important aspects of our
method . On the one hand, the use of structured patterns from the primordial aspects that define a
fact; On the other, and the most relevant, helps to select a fact, among all those who respond in
some way to the pattern, and that in TL is used as the 'object of study' of the research being done.
The latter, perhaps, constitutes the most relevant methodological contribution of TL.
Explanatory unification is considered to be one of the greatest achievements of science.
Examples of this are the works of Newton, Darwin, Bohr, or Maxwell, to name but a few. In
economics, they show the same rank of unification, the supply and demand mechanism, or
Samuelson's economic analysis. (Mäki, 2001, p. 489)
Samuelson in his analysis of the economy privileges the unification, which focuses on the
maximization of economic behavior, which coincides in general lines with the proposal made in this
work, as explicit in the following general principle:
“Most economic treaties deal with the description of some part of the world, of reality
or of the elaboration of particular elements abstracted from reality. Implicit in such
analyzes are certain recognized formal uniformities, which are in fact characteristic of
every scientific method. I propose here investigate these common characteristics in the
hope of demonstrating how it is possible to deduce general principles that can serve to
unify large sectors of current economic theory.” (Samuelson, 1965, p. 7).
In addition to the previous explanatory unification we must require our method to leave
evidence of the possibility of leading to an ontological unification, in order to make it operative.
Ontological unification brings to a theory, referential and representational capacities and consists in
re-describing seemingly independent and diverse phenomena as manifestations of the same and
small number of entities and processes. (Mäki, 2001, p. 498) This supports the existence of an
underlying relational pattern.
Finally, the other element on which the method presented here is based, the symmetry, has
suffered, as it were, a kind of evolution since in the second decade of the last century, when the
German mathematics Emmy Noether demonstrated in a theorem (Noether, 1918) why of the
existence of conservation laws and magnitudes that do not change during the temporary unfolding
of a physical system. Or put another way, it showed that natural laws do not change over time.
(Salatino, 2016b, p.3)
Van Fraassen projects the concept of symmetry beyond physics or mathematics, attempting
its application to any scientific theory, suggesting that 'similar problems have similar solutions’. On
the other hand, it establishes as a method to individualize the relevant features or aspects of the
solution. Although this proposal is similar to those already presented, it differs in that once the
relevant parameters have been isolated, a group is formed with them. (op. cit., p. 259) This
algebraic structure ensures that the solution to the proposed problem consists of a rule (a function)
that depends only on those parameters; which is to say that, from the methodological point of view,
the object of study has been isolated. (Salatino, 2015, p. 45)
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In 2009 we focused our interest in the symmetry group and proposed some modifications
that allowed us to adapt it as a tool for the analysis of some social phenomena, such as language.
Among the modifications we can mention that the group is formed with only two elements and two
transformations, arranged in two levels that represent the essential aspects of a problem, observed
from two different frames of reference. The temporal evolution of the levels occurs in the opposite
direction. There must be absolute simultaneity (t = 0) of the frames of reference, being verified the
conservation (without changes in a frame of reference) and invariance (without changes between
frames of reference).
In summary, the method presented is based on: a) economic facts, because they belong to
the social sciences, depend on the subjective reality and not on the objective reality that frames
traditional science; Or otherwise put, decision making (one of the basic economic behaviors) can
not be simulated with an algorithm, unless we take into account that it is determined by a specific
behavior; b) the selected basic elements must form a relational pattern; c) the minimum pattern
must form a group to demonstrate the presence of symmetry; That is, it should make it possible to
evidence the conservation and invariance of the fundamental laws governing the fact or
phenomenon being studied; and d) the developed scheme must have ontological projection, that is,
it must have strict relation with the facts that can be evidenced empirically.
4. FINDINGS & DISCUSSION
Why the method we have just presented can be useful to assess a decision making seen from the
subject?
In order to answer the above question, we will base ourselves, in addition to our research, on
two works written by the same Nobel Prize winner for economics: Friedrich August von Hayek. In
The Counter-Revolution of Science, the author tells us:
“The main reasons for keeping the terms 'subjective' and 'objective' for the contrast we
are referring to [differences between the natural sciences and the social sciences],
despite the misleading connotations that these terms may have, are on the one hand, that
at least in economics [and also in psychological methods] the term 'subjective' has been
used for a long time in the sense given here. On the other hand, and perhaps more
importantly, the term 'subjective' emphasizes that the knowledge and beliefs of different
people, although possessing that common structure that makes communication possible,
make them different, and sometimes even contradictory in many ways. If we assume
that all the knowledge and beliefs of different people are identical or if we conceive of a
single mind, then it would not matter if we described them as an 'objective' or
‘subjective’ fact.” (Hayek, 1955, p. 29)
This confirms that in economics the approach from the subject is an important current of
thought that has contributed a different and useful knowledge about the economic phenomena that,
without doubt, have origin in the psyche of a person. To support this latter hypothesis, we will take
as a relevant reference a very particular work by Hayek: The Sensory Order - An Inquiry into the
Foundations of Theoretical Psychology. (TSO) It is in this theoretical work in which Hayek built
the solid foundations on which to support his ideas about economic knowledge and what economic
science should solve.
TSO represents the greatest approximation never shown between the subjective and the
economic knowledge which, in addition, contributed to delimit the true object of study of the social
sciences. He did not assign to the psyche (to the mind, as he calls it) any special 'substance', because
otherwise it would ascribe to mental events attributes of whose existence there is no evidence
(Hayek, 1952, p. 177), but defined it as the interaction of physical phenomena, such as the joint
functioning of neurons in the cerebral cortex. Despite having succeeded in most of his
appreciations, not having all the current neurobiological advances at that time, he had the
disadvantage of confronting a ‘mind’ that stricto sensu is both observer and observed. This last
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problem, which we have already mentioned in Methodology, we will approach it from the TL, we
will do the same with the 'correspondence' between the 'physical order' that shows us our
environment and the 'mental order' that Hayek defines as consisting of 'classes related' and thus
explain why our senses interpret reality in a disparate way as the physical sciences do; our position
is quite similar, of course with other fundamentals.
The answer to the above question is supplemented by our theory of how the psychic
apparatus is structured and how it works, presented in 2013.
We will analyze, of the human being, the dynamics of their relationships, with himself
which allows him to preserve his life, with the environment that gives him knowledge or
experience, and with his peers that enables him to communicate his decisions. These relations have
as unique objective to maintain the biological life, the psychic life and the social life, and in that
sense, they are intentional.
The dynamics of these relationships are as follows: a) the environment is presented with its
avatars, b) the subject acknowledges having received this impact (he perceives it), and c) elaborates
an adaptive (and re-adaptive, as would say Piaget, (1947) 1975, p.14), thus indicating that he has
found 'sense' to the surrounding reality and that he ‘learned’ what to do about it in order to remain
alive in the three instances he has to face. This 'learning' has as a previous step going ‘testing’
alternatives to get as close as possible to an appropriate response. If this step is not fulfilled, that is,
no response is given or given but it is not adequate, the human being dies socially, psychically and
even, biologically, for not being able to adapt to the demands of the environment. (Salatino, 2016a,
p.19) The latter case, in game theory, would be tantamount to losing the game.
As we shall see, the situation in which a subject finds himself interacting with the three
instances of his reality, fits well with a variant presented in this paper of John F. Nash's approach to
non-collaborative games (Nash, 1950). This way of approaching the decision making in economy is
reflected in Figure 4, which we analyze below.
Nash made a vital contribution to the economy when he demonstrated that decision making
is an interactive question where selfishness (‘the intention to survive’) prevails, and that the best
results for a group in the short and medium term, despite that decisions are taken individually, are
achieved when a very particular type of equilibrium is reached between pairs of opposing and
simultaneous strategies.
Fig. 4: CH = character – TH = things – RU = rules – BE = beliefs
The above figure is intended to reflect a real framework for decision making something
different from what was previously stated. The variant is the fact of focusing the problem from the
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subject and not only of what results from their interaction with others. In other words, making a
decision here is much more selfish than in the case of non-cooperative games, because here what
really is at stake is life itself.
Without making of this approach somewhat dramatic, we mean that decision-making, for
example, the dictating of norms that is forged in the theoretical building of political economy, arises
from a subject that interacts in a group, not a group which contains a subject, because they are
sustained in their behavior. Therefore, the application of these standards in the practice of economic
policy, which regulate their conduct, should reflect part of that normative origin; However, it does
not, far from it, proposes a supposed “scientific equity” (according to the Nietzschean expression -
Nietzsche, 2004, p. 80) that conceals the true affections that underlie them, such as the ambition of
dominion or the craving for possession.
The graph of Figure 4 may very well represent a situation similar to that evidenced in a non-
cooperative game between two players: a subject with his character and therefore with his ethics,
and the environment with his things and his other subjects . There are two well-defined levels: the
superficial or apparent level or that where the future of the players is settled according to a strategy
chosen consciously and unconsciously by the subject according to certain imposed rules; and the
profound level, where the rules of the game (structure) are proposed that depend on the individual
beliefs, and to which he has no access, nor can modify any of the players (the structural is neither
conscious nor unconscious, it's biological). This double state of our psyche, to call it somehow, is
already pointed out by Hayek in TSO:
“What, then, are the special attributes of conscious behavior by which we distinguish it
from behavior which also seems to be coordinated and intentional but of which the
person acting is not 'conscious'? Such unconscious behavior can occur either because
the person's attention is in the particular moment otherwise compromised, or because
it’s completely unconscious as is the case in some states of sleepwalking and hypnotic
trances.” (Hayek, 1952, p. 134)
We must clarify that Hayek confuses, in some way, the unconscious with a lack of
consciousness (unconsciousness). The unconscious is that functional state of a psyche that governs
the automatic outputs (habits) of our psychic apparatus and therefore our behavior. Consciousness
takes care of the inputs (especially those that require attention, although there are inputs that are
unconscious, much of the perceptive process is unconscious) as well as the cognitive aspect and our
intentional behavior. (Salatino, 2014, p.15)
A system (a couple of players: the subject and its environment) represents a repose dynamic
state that accuses a certain organization (determines a specific behavior), a certain stable
disequilibrium that promotes an exchange that is projected as an evident action (a conduct that fits
to norms or rules).
The irruption of a proposal or challenge from the environment (the equivalent of point a) of
the dynamics already specified) causes a deviation in the subject that perceives it (point b) (S) that
leads to submit that 'organization' previous to the rules of the game, those general rules that define
the generating structure of their behavior in relation to the situation, as something disorganized that
the profound structure reorganizes.
This reorganization is carried out elaborating either a defense that arrived at as an adaptive
response to the environment ( O), or as a change of level of complexity that allows it, by means of a
strategy, to respond with an attack, which causes that the environment behave as a subject who
receives a challenge and the alternatives of the game are repeated until that one of the two does not
adapt and 'die', that is lose the game, or they reach an agreement and declare that the game is over.
The situation raised, necessarily, will lead to some of the social figures that we raised in the
introduction. Or in other words, depending on the outcome of this 'game', will face a reality where
there will be raised a conflict / evasion or an agreement. From the resolution of this proposal will
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arise the social and then personal roles of Dominator and Dominated if the proposed circumstance
is of a general nature, the role of indifference will never arise.
To clarify the concepts a little more, we will analyze a more concrete example. Let us
suppose that the central government of a Latin American country decides to implement an
economic policy in line with globalizing currents in order to try to insert itself at the worldwide
level, eliminating tariff barriers and allowing the free circulation of capital: financial capital (loans
and international credits), productive capital (Raw materials, capital goods) and commercial capital
(what is bought and sold). (García Echevarría, 1996)
The government of the country represents the 'environment' of the previous example.
Start the game. Government agents make the proposal, they pose a challenge, not to a local
company, but to the common subject who gives life to these companies, saying: there will be lower
production costs with the consequent reduction of prices, will increase employment there where
multinational enterprises arrive, increased competition will lead to higher quality products,
technological improvements that will increase production and facilitate economic transactions; as a
direct consequence of all of the above, there will be greater accessibility to goods that are now not
accessible. A disequilibrium has arisen.
The opposition on behalf of all the 'common subjects', instead of using the attack as a
strategy showing all the disadvantages that can have, opt for a lukewarm defense against the
onslaught of government and decides to take the opportunity to be linked to the government
because they know that between one of the downsides of globalization is economic inequality that
will occur in the country which would benefit directly the most powerful companies, which are
almost always in collusion with power. The game is defined, the common subject loses.
They are defined, in the first instance, the roles of dominator (the governing) and dominated
(the common subject).
We see in this example a situation, not strange in our countries, where the behavior of the
subject, which ultimately constitutes the one that makes a country progress, is not taken into
account. This subject has found, after hard experiences, a way of 'surviving', biologically,
psychically and socially which has shaped the way he behaves. He has had to submit to norms
indispensable for coexistence, but in no case this forced conduct, so far, canceled his behavior or
crushed his beliefs.
The decision of third parties is supported in great academic developments defended by
technocrats who decide what behavior that the common subject must observe to be in agreement
with the conduct dictated by the norm imposed.
According to the final result of this hypothetical case, globalization tends to eliminate the
stable disequilibrium that must exist between the Political Economy, whose ultimate basis should
be the behavior of the common subject, and the Economic Policy that dictates the rules, in favor of
the latter and in detriment of the first that collapses to reach a deadly stable equilibrium. In this way,
what began as a 'non-cooperative game' was transformed into a ‘zero sum’ game. This split is what
leads to ‘mortal equilibrium.’ That is to say, the appearance of economic conducts not sustained in a
genuine economic behavior, which puts directly into force the social figure of submission.
Final consequences of a bad economic decision (not based on behavior): predation of the
raw material, property of the common subject, to be more abundant and cheaper than in any global
village. Not being able to pay even the interest of the loans taken for the technological update
necessary to enter the world market (something non-existent), which forces him to give away the
precious raw material, which in turn is bought by multinational companies disguised as regional
enterprises, which pushes the common subject into a state of total submission. (Stay, 1993)
In order to finish answering the question posed at the beginning of this discussion we will
make an analysis of the subjective reality. We have already defined the frame of reference where
the subject develops. This is one of the real systems that define the TL: the socio-cultural, which as
we saw is a composition of what is present, that is, of the facts as they are shaped by representing
interrelations between subject and object, the two only components of subjective reality It is
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considered as the 'motor' that drives the gestation and regulation of the dynamics of other real
systems. Its structural unit is the REM or real fact.
Another of the real systems is the bio-external: characterization from the logical point of
view of the three major biological levels that record the physical aspects of life. These levels of life
that can be qualified by TL are: a) unicellular or multicellular without central nervous system
(CNS), which comprises simple animals and plants; b) multicellular with CNS, which include the
animals themselves; and c) the animal that, through understanding, can use the sense it gives to its
environment to adapt and evolve, the man. Its structural unit is the GEN.
Finally, the psycho-internal system: all living beings are autonomous and this autonomy
becomes evident when they are observed as different from their surroundings. Little life can have a
structure that ignores that it is different from what surrounds it. Setting a boundary between the
'inner' and the 'external' is a privilege of the living being. To the real system capable of sustaining
this 'knowledge' and relating it to the environment, we will call it psycho-internal and it is the one
that takes care of the concrete subjective aspects, both volitional and cognitive. Its structural unit is
the FREN.
All units reviewed, show the same structure, that is, they are arranged on two levels, one
superficial or evident and one profound or hidden, which arise from the interrelationship of the
subject and the object (or their equivalents) through two transformations or changes. These two
levels form a group and maintain a complex relationship with each other; that is, a triple relation of
opposition, complementarity and concurrence or simultaneity, and with a common logical
denominator: the PAU or universal autonomous pattern. (See Appendix)
The two levels that the units display are: in the REM, the superficial: the seem and the
profound: the being; In the GEN, the superficial: the phenotype and the profound: the genotype;
While in FREN, the superficial: the idea and the profound: thought. (Figure 5).
Fig. 5: Structural unit of the subjective reality
The psycho-internal system, our psychic apparatus, as we have seen, has a structural
(relational) distribution identical to the socio-cultural system. We say that both are homeomorphic
and not isomorphic as Hayek suggests (Hayek, 1952, p. 38). This condition allows facts that occur
outside the psychic apparatus to be 'recorded', as it were, in the psychic structure as phenomena that
give rise to the 'construction' of experience. A kind of ‘structural memory’. A similar mechanism is
pointed out as the origin of the experience in TSO (op. cit, p. 41). Hayek establishes as the central
thesis of his psychological theory, saying: “... a large part of the content of the sensory qualities
[mental contents] is the result of an interpretation based on experience.” We could add that not
only part but everything is understood in terms of experience, and when it does not exist, then we
will have to learn or 'die'.
It is important to clarify why I use understand rather than interpret in the previous
paragraph. The analysis that the subject does of its surroundings (to discriminate what he perceives)
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and the relation he makes of the obtained to experience (memory), if it exists, is in charge of a
series of psychic processes (Salatino, 2014, p.159) These processes can be divided into Superficial
psychic processes and Profound psychic processes:
Superficial psychic processes: (i) Learn: is related to the changes and is the one that occurs
at the moment of perception; (ii) Understand: it is the analysis or division of what is perceived in
the different real systems, to leave a real 'fact' in an idea (psychic structure = structural memory =
experience); and (iii) Explain: it has to do with: I) inference or application of the inviolable
principles of traditional logic, and II) with the association or implication based on previous
experiences and knowledge, to give individual reading of a particular fact. It is related to the use of
concepts through meaning.
Profound psychic processes: (i) Know: has to do with the differences between objects. It is
which brings together all objects given their differences (is a disjunction) and for example, that the
psyche can determine that the OS (superficial object), or external object perceived is different from
the SS (superficial subject), or the subject itself considered as an object. Is directly linked to
volitional thinking through which originates an embodied experience, that is, a 'incarnation' of
learning to fulfill a particular desire. (ii) Interpret: Has to do with separating related similarities by a
change or transformation not evident or profound (it is a conjunction). It is related to the 'sense' that
acquires a fact when it becomes a phenomenon. Is the germ of the behavior of a subject, and (iii)
Comprehend: Is the process that starts from an idea (psychic structure) and ends with its projection
into a function: cognitive thinking. It is the one that allows, after an internal reorganization (re-
adaptation) of the subjective slopes of the components of every real fact, to project towards the
surface the sense of that fact, that is to say, a resurgence of the truth, our truth, that which allows us
to respond from the subjective, not only with the will (behavior) but also to a strategy (conduct), to
the proposals made by the environment. Finally, comprehension is what, in our feeling, establishes
a belief. Belief is a functional affirmation of truth; and truth appears when a desire is satisfied and
this is consistent with some belief.
5. CONCLUSION
Hayek, when he tries to demarcate the true individualism of false, points out that the true one
represents a social theory because it tries, from the knowledge of the forces that determine social
life, to elaborate political maxims. "There is no other way toward an understanding to social
phenomena but through our understanding of individual actions directed towards other people and
guided by their expected behavior." (Hayek, 1958, p. 6)
What is indicated by the previous quotation is what we have tried to show in this work,
although with some nuances. It is clear from our analysis that the origin of the rules or the practical
projection of the scope of a economic conduct must be, as Hayek says, based in the obliged
knowledge that must have those who exercise power, of individual actions.
Such individual actions are manifested by a certain behavior which has as undoubted origin
the structure and functioning of our psychic apparatus, as we have seen. The expected conduct that
standards must safeguard is a direct consequence of our behavior. We have offered here a useful
tool to assess the impact that individual desires and beliefs (which translate into actions or behavior)
should have on the issuance of norms that regulate economic conduct; the only way for political
economy to become the basis of our understanding, not only of economics but of social facts.
REFERENCES
Black, M. (1962). Modelos y metáforas – Madrid, Tecnos.
Friedman, M. (1966). Essay in Positive Economics. Chicago, The University of Chicago Press.
García, V. F. (2000). Para entender la economía política (y la política económica). México, Centro
de Estudios Monetarios Latinoamericanos.
García Echevarría, S. (1996). La globalización de la economía como motor de cambio económico-
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APPENDIX
Transcurssive Logic
The method and the scientific tool that allows to analyze the primordial interrelation (or interaction
of organizational nature) that exists between subject (S) and object (O), and that defines the
dynamic evolution (the elapse) of the subjective reality, something which is beyond the reach of
traditional science, to endorse the point of view of the observer.
Its main contribution consists in a modification of the traditional concept of what we
understand by reality as we perceive it and how it influences our behavior and our conduct,
according to the circumstances.
This approach, despite being based on the perspective that a subject has of the real facts that
affect it, respects two of the central ideas in science: 1) unification: or the possibility of
demonstrating that there are apparently independent phenomena that respond to a single relational
pattern; and 2) the symmetry: which is one of the guiding principles of nature.
Given the two characteristics above allows scientific approach to social and humanistic
aspects of reality, which is for what was created; although this form of approach can also be
extended to any scientific discipline in order to discover the relationships existing between the
fundamental aspects that define any real fact, and this with a double aim; on the one hand, as a
method to facilitate the search of the object of study of an investigation and to put it in value. On
the other hand, as a didactic tool to support the arguments that give rise to objective and verifiable
knowledge, supported by observation and experimentation.
2.0 Methodological aspects
2.1 Based on unification: although science argues as a unifying element the same cause for
apparently independent phenomena, here we will limit ourselves to propose the existence of
multiple independent phenomena that respond to a common relational pattern. This is at the heart of
a variant of Peirce's abductive reasoning, which we call metaphorical by analogy. (Salatino, 2009)
(Figure 6)
Fig. 6: Method of Metaphoric by analogy
The analogy allows us to discover the hidden model that underlies every metaphor. The
analogy is a going from the concrete (the observable) through a model or pattern, to the abstract
(theory) or from the superficial to the profound. It applies to a known domain (source or observable
results) to try to better understand or understand an unknown domain (destination). In other words,
analogy makes more familiar a domain in which extreme or surprising phenomena occur (as Peirce
called them). In this way, through the abduction it is possible to approach them doubly, on the one
hand, generating explanatory hypotheses, and on the other hand, allowing their investigation.
Through the metaphor is made the reverse way to that of analogy. It goes from the profound
to the superficial, from the abstract to the concrete; (like the Greek term Aletheia: uncover), which
becomes evident in the change produced on the surface and which is nothing other than the impact
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of the transfer from the source domain to the destination domain, Which allows abduction to
generate a hypothesis. In this way it is concluded that it is possible that the questioned (observed)
domain shows a similar logical structure and therefore, a homologous functioning to the known
domain, taken as reference.
In summary, then, we use the analogy in order to find some similarity between two domains
that, superficially, appear as very different, opposite or even excluding. When the analogy is found,
the metaphor (abduction) is responsible for giving an answer to that occult and mysterious
phenomenon that we are trying to observe or study.
2.2 Based on symmetry: Symmetry is the language of group theory. Therefore, it is through a
generic group that we can apply the principles of Transcurssive Logic to demonstrate the presence
of symmetry, the only way to validate a scientific approach. The structure of this type of group
consists of two opposing static elements (A and B) and two opposing dynamic elements. Each,
alternately, occupies one to one of the four vertices of a rectangular parallelogram. All elements
have a binary code that identifies them and that arises from a table of assignments with at least two
basic attributes ( and ). If this is the case, both attributes must be opposites. (Figure 7).
Fig. 7: Generic group
The static elements, besides opposites are complementary and concurrent. Of the dynamic
elements, one of them has the function of connecting by 'transforming' both of the static elements
(V). From the logical point of view it behaves as a disjunction and its code corresponds to the co-
presence of both attributes, which is equivalent to the union of the elements by their differences, so
we will also know it as 'organization'. The other dynamic element represents a 'hidden
transformation' whose function is to break the previous ligature, which will enable the future
evolution of the system (). Logically behaves as a conjunction and its code arises from a co-
absence of attributes, which is equivalent to a separation of elements by their similarities; We will
also know it as 'disorganization'.
This arrangement which structurally represents a group of Galois, functionally represents a
Galois connection; That is, the opposition of two aspects or concepts through another opposition,
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which here we will know as PAU (Universal Autonomous Pattern). The triangle of the figure is
only to highlight the two levels that form this structure and its temporal evolution in the opposite
direction. The rotation in both directions is obtained, to the right at the superficial level, applying
XOR () [XOR : 0 0 = 0; 0 1 = 1; 1 0 = 1; 1 1 = 0.] to its codes; While to the
left at the profound level, is achieved by applying the equivalence () [ : 0 0 = 1; 0 1
= 0; 1 0 = 0; 1 1 = 1] (the opposite operation to XOR, since the profound level, from
the logical point of view, is the negation of the superficial level)
In all cases, it is necessary to justify both the choice of the attributes that support the codes
and to demonstrate that the result of the application of the operations to these codes produces a
logical sequence of phenomena that are characteristic of the real fact being studied. In the case of
social or humanistic applications, the static elements of the group must necessarily be subject and
object.
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Green Supply Chain Practices on Corporate Sustainability
Performance: An Empirical Study
Nitin Simha Vihari, Himani Binjola
About the Author(s)
Corresponding author, Nitin Simha Vihari is a Senior Research Fellow, Department of
Management Studies, IIT Roorkee. Email: [email protected]
Himani Binjola is an Assistant Professor, Graphic Era Hill University, Dehradun.
ABSTRACT
The purpose of this paper is to validate the direct and intervening effects of internal and external
Green Supply Chain Practices on Corporate Sustainability Performance. Further, the study tests for
the moderating effect of Institutional pressures. The study uses multivariate casual modeling
approach named Structural Equation Modeling, in order to validate the linkages among the latent
constructs. Top and Middle level managerial workforce of the select Indian pharmaceutical
companies are considered as the respondents for this empirical investigation, using simple random
sampling method. The study uses adapted scales from the past researchers and with a response rate
of 72.61 %, the author’s tested the formulated hypotheses and validate the proposed research
framework. The study reveals that both the internal and external Green Supply Chain Practices
significantly influences the Corporate Sustainability Performance with respect to the
Pharmaceutical companies in India. Furthermore, Institutional Pressures such as coercive,
normative and mimetic positively moderates the direct relationship between the two central latent
constructs. The study offers implications for both practitioners and academicians. Given the
complex regulatory and competitive norms, which are enveloping the firm’s business environment,
Green Supply Chain Practices evolved as a significant predictor of Corporate Sustainability. Cross
sectional research design, simple random sampling and select Indian Pharmaceutical companies are
few of the limitations of the current study. Very few studies have focused on the importance of
Green Supply Chain Practices with respect to the Indian Pharmaceutical companies and its
managerial workforce and also the moderating variable considered as part of the study has
significantly contributed to the academic literature of Environmental Management and Supply
Chain Management.
Keywords: Green Supply Chain Practices, Structural Equation Modeling, Indian Pharmaceutical
Companies, Corporate Sustainability Performance, Institutional Pressures
CITATION: Vihari, N.S. and Binjola, H. (2017). “Green Supply Chain Practices on Corporate Sustainability
Performance: An Empirical Study.” Inter. J. Res. Methodol. Soc. Sci., Vol., 3, No. 1: pp. 25-35.
(Jan. – Mar. 2017); ISSN: 2415-0371.
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1.0 INTRODUCTION
Modern day manufacturers are adopting various environmental practices as there are strict
environmental regulations and for attaining competitive gains, manufacturers are focusing towards
these environmental practices. Manufacturers in collaboration with their supply chain partners,
suppliers and customers can be into a superior competitive place and can be into a better position if
they execute environmental management in a cost effective manner (Vachon and Klassen, 2006).
If organizations collaboratively work and function so it will help in reducing environmental
pressures and it will lead in reducing wastes and will help in improving supply chain functions
(Seuring and Muller, 2008). Green supply chain management (GSCM) can be seen as a popular
prospect for manufacturers in supply chain management as an approach towards reducing their
environmental damages and for environmental management, and can also be seen for achieving
operational (Zhu et al.,2008,2012a,2012b; Svensson,2007).Enterprises these days are required to
promote green supply chain management (GSCM) practices ,as stakeholders and institutional
pressures are compelling enterprises to pursue green supply chain management(Tata et al.,
2010).Government and regulatory institutional factors are key factors for motivating the execution
of external GSCM practices (Gonzalez-Benito and Gonzalez-Benito, 2006).Commercial
competitive pressures are important for organizations to pursue in-house eco-design (Chung and
Wee, 2008).Other studies have examined relationships of institutional pressure, mainly regulatory
pressure along with environmental management practices such as internal GSCM practice on
ISO14001 certification (Quazi et al., 2001) and external GSCM practice on investment recovery
(Mitra, 2009).This kind of institution investigation is a systematic analysis and approach towards
promoting proactive environmental management practices such as green supply chain management
(Beskovnik and Jakomin, 2010).
2.0 LITERATURE REVIEW
2.1 Internal and External Green Supply Chain Practices
GSCM can be broadly classified as internal and external practices and institutional pressures
including the normative, coercive and mimetic practices can drive practice of both. In this paper,
internal GSCM practices are the ones that can be implemented and managed independently by
individual manufacturers. For external GSCM, such as supplier’s co-ordination is required with
external stakeholders or partners i.e. suppliers and customers. Environmental, operational and
economic performance improvements can be seen in both internal and external GSCM practice.
(Seuring and Muller, 2008).Waste reduction and resources conservation can result in environmental
performance which will result in improvement in economic performance. Decreased inventory
levels and improved product quality in environmentally based supply chain can also contribute in
economic performance improvement (Zhu et al., 2005).This paper introduces to the different
myriad relationship and elements for internal and external GSCM and the performance outcomes by
manufacturing enterprises.
2.2 Institutional Pressures
In recent years institutional theory’s role can be prominently seen the fields of OM and SCM
(kauppi, 2013). According to Scott (2008), institutional theories suggest that external forces are
important for encouraging enterprises for practicing similar strategic practices. According to
institutional theory organizations are not only making profits but they also realize the importance of
social authority (Suchman, 1995). Economic variant and social variant are the two main forms of
institutional theory (Ketokivi and Schroeder, 2004). Mechanisms, which lead towards institutional
isomorphism, are coercive, mimetic and normative (DiMaggio and Powell, 1983). The coercive
mechanism includes of formal and informal pressures, which are created on the firm by other firms,
and also the pressure, which is created by societal expectations (Kauppi, 2013; DiMaggio and
Powell, 1983).
Here, coercive pressure, normative pressure and mimetic pressure are the three dimensions
shaping institutional theory (DiMaggio and Powell, 1983). Normative isomorphism is a result of
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professionalization. “Members of particular profession define the pressures, challenges and struggle
of that specific occupation and give a guideline to the future professionals through legality” (Liang
et al., 2007). Mimetic isomorphism takes place when one organization tries to mimic the other
organization and tries following the other organization, this could only happen when one
organization is not sure about its goals, vision, environmental uncertainty or technology is not well
understood (Di Maggio and Powell,1983; Liang et al., 2007).
Coercive Isomorphism takes place when there is external pressure by stakeholders (e.g.
buyers, government agencies, regulatory norms etc.) and it also takes place when there are varied
expectations from society (DiMaggio and Powell, 1983).
2.3 Corporate Sustainability Performance
The concept of corporate sustainability performance can be understood rationally as it is difficult to
express it in operational terms (Labuschagne et al., 2005). Understanding the goals of CSP,
companies need to understand the sustainability of their present practices that how their current
practices and their direction will help them in achieving their goals. There have been various
analysis regarding CSP i.e. Porter (1985) analyzed the importance of financial aspects in terms of
profitability and economic growth, Peteraf (1993) analyzed economic performance, growth and
long-term profitability in terms of CSP and other works i.e. Chan (2005) and Christmann (2000)
analyzed CSP through impact of environmental management on corporate and Brown and Dacin
(1997) studied in depth the effect of social responsibility on enterprises focused more on the ethical
aspects of CSP.
3. THEORETICAL BACKGROUND AND HYPOTHESIS DEVELOPMENT
3.1 Internal and External Green Supply Chain Practices and Corporate Sustainability
Performance
New environmental practices help in exploring new opportunities for enterprises as that helps
competition for adding new values and core values to business programs (Hansmann and Krogger,
2001; Wagner and Schaltegger, 2006; Lai et al., 2010).Internal and external GSCM has a positive
relationship with an organization’s economic performance and this relationship is beneficial for
both. (Gil et al., 2001; Montabon et al., 2007 ; Rao and Holt, 2005; Wong et al., 2012b).
Sustainable management practices will bring significant growth in sales, return on assets, profit
before taxation and cash flows from operations (Ameer and Othman, 2012). Environmental
performance can be improved with internal and external GSCM (Frosch, 1994). Close bonds such
as suppliers and customers and close relationships between suppliers and customers contribute in
management strategies and all these factors help in contributing in improving environmental
performance(Florida,1996;Gunasekaran et al., 2008). UK researchers, Haji-Gazali and Simula
(1994), portrayed that on average consumers paid approximately 13% more for green products
(Varangis et al., 1995). Economic performance can be improved with customer satisfaction and
corporate reputation by practicing environmental management (Tang et al., 2012). We posit that
“Internal Supply Chain practices have a positive influence on Corporate Sustainability
Performance.”
3.2 Internal and External Green Supply Chain Practices and Institutional Pressures
There are many external and internal pressures on manufacturers for adopting environmental
management practices and literature has also identified many groups which exert pressure for
adoption of Internal and external GSCM and other environmental management practices. Chinese
consumers especially youngsters have developed awareness about green products (Liu et al., 2009;
Lo and Leung, 2000). According to Institutional theory, a firm will always observe the actions of
other firm. For environmental protection and in view of regulating, corporate social responsibility is
necessary for legitimacy (Boiral, 2007). There can be situations when there could be positive,
negative or no relationship may exist between various pressures and in adoption of specific GSCM
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practices. We posit that “External Supply Chain practices have a positive influence on Corporate
Sustainability Performance.”
3.3 Internal and External Green Supply Chain Practices, Institutional Pressures and
Corporate Sustainability Performance
In Normative Isomorphic pressures, for example, it is perceived that manufactures should take
organizational routines which result to organizational legitimacy. Coercive institutional drivers may
force manufacturers to adopt GSCM practices. Multi institutional isomorphic pressures may
encourage competitors to adopt GSCM practices for improving competitiveness.
Environmental pressures help in adopting GSCM practices. Market regulations,
environment pressures help an organization to adopt environmental practices. These practices help
in growth of the firm. However, according to institutional theory perspective institutional pressures
help in the growth of the firm and help in adopting environmental practices. We posit that
“Institutional Pressures act as a moderator between Green Supply Chain practices and Corporate
Sustainability Performance.”
Fig. 1: Conceptual Framwork
Survey approach was used for the data collection and is also the most favored tool among
the quantitative researchers (Fowler, 2009; Amayah, 2013). Survey research is most relevant to the
unit of analysis if the study, which is the managerial workforce among the select pharmaceutical
companies in India (Dwivedi, 2005). Random sampling technique from the class of probabilistic
sampling techniques is used to identity the respondents. After data screening procedure, a total of
342 responses with the response rate of 64.75% were considered for subsequent analysis. At the
outset of analysis, the sample’s demographic profile was calculated. It comprised of gender, age and
education, job profile in the organization and tenure in the current organization. The demographic
profile of samples helps to understand that respondents are appropriate for the study as per their job
profile, experience and education. It also reveals that data is normally distributed as per
respondents’ age, gender, job profile, experience and education. Further, it highlights that samples
do not take account of high level of polarization. The tools used in exploring the sample’s
demographic profile are tables for tabulated description of profile, charts and graphs for graphical
description and discussions for the basis for a clearer picture.
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Descriptive statistics were computed to examine demographic and professional
characteristics of the 342 respondents. Their managers’ characteristics were examined as well. The
statistical software SPSS 20.0 was used for the descriptive statistics. Demographic characteristics of
the respondents are presented in Table 1.
Table 1: Summary of Demographic Characteristics
Demographics Employees’ details
342n
Frequencies Percentages (%)
Gender Male 197 57.60%
Female 145 42.39%
Age Less than 25 years 59 17.25%
25-30 years 102 29.82%
31-35 years 82 23.97%
36-40 years 56 16.37%
41-45 years 29 8.4%
Above 45 years 14 4.09%
Experience 1-5 years 91 26.60%
6-10 84 24.56%
11-15 88 25.73%
16-20 69 20.17%
More than 20 years 10 2.92%
Education Graduate 182 53.21%
Post graduate 129 37.71%
Any other 31 9.06%
Table 1 shows the gender wise distribution of respondents. Overall, the final sample
comprised slightly more male 254 (63.98%), than females 143 (36.02%). With this information, it is
presumed that, lower percentage of female employees than male employees is representative of
Indian managerial representation (Baral & Bhargava, 2010).
The present study uses the widely acknowledged multivariate causal modeling technique
named as two stage approach, suggested by Anderson and Gerbing (1998). The two stages are
Confirmatory Factor Analysis (CFA) and Structural Equation Modeling (SEM) respectively. CFA
confirms the extracted relationships by comparing the variance co variance matrix from both the
sample and model. It just validates the model’s measurement. Both the structure model and
measurement model are used to build the second stage SEM, which is a combination of CFA,
multiple regression and Path Analysis (Hussey & Eagan, 2007). Hierarchical Multiple Regression
Analysis was used to test the moderating effects of the latent construct Institutional Pressures.
Common Method Bias (CMB) is the degree to which the systematic error variance
influences the study variables (Richardson et al., 2009). CMB is also termed as Common Method
Variance, which is measured by Harman’s single factor approach (Podsakoff and Organ, 1986).
Principal Component Analysis was used on all the items from the four latent constructs and resulted
a unrotated factor structure with 4 distinct factors that cumulative variance accounted for 66.42% of
the total variance. The first factor enveloped mere 21% of the total variance, which lead to the
confirmation regarding the absence of CMB in the response set.
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Table 2: Descriptive Statistics
S.no Constructs Mean S.D. 1 2 3 4
1
Internal Green Supply Chain
Practices 5.27 0.742 0.75
2
External Green Supply Chain
Practices 5.84 0.864 .422** 0.79
3 Corporate Sustainability Performance 5.61 0.911 .367** .513** 0.83
4 Institutional Pressures 5.92 0.528 .521* .615* .351* 0.88
Note: * p<0.05 and ** p<0.01
4.0 FINDINGS
A well-established multiple-item seven-point Likert scale spanning from 1 (“strongly disagree”) to
7 (“strongly agree”) was used to measure the variables of the study. The descriptive statistics for all
measurements are shown in Table 1. Four items of Internal Supply Chain practices and three items
of External Supply Chain practices were adapted based on existing literature on GSCM (Zhu and
Cote, 2002; Zhu and Sarkis, 2004; Zsidisin and Hendrick, 1998). Six items of Institutional pressures
were adopted from DiMaggio and Powell (1983), Zhu and Sarkis (2007) and Kauppi (2013). Six
items of Corporate Sustainability Performance was adapted from the study conducted by Zhu et al.,
(2005).
4.1 Measurement Model Results
Measurement model is the initial step to perform multivariate causal modeling of the two-stage
approach. Reliability, discriminant validity and convergent validity are the key parameters, which
complete a measurement model (Hair et al., 2006). Reliability is a measure of consistency in the
responses given by the respondents with the acceptable limit ranging from 0.7 to 1 (Hair et al.,
2006). Reliability values of all the four latent constructs were measured by Cronbach’s alpha by
benchmarking the loading (greater than or equal to 0.7) of each item with the respective construct. It
was found that all the four latent constructs exhibited a reliability of more than or equal to 0.7 by
meeting the acceptance limit (Hair et al. 2006) and the corresponding values are represented in
Table 2. Discriminant validity is the degree of the distinctiveness between the constructs, which is
measured by the parameters (Hulland, 1999, Fornell and Larcker 1981) of cross loadings, and
Average Variance Extracted (AVE). Each item of a respective construct is needed to have a greater
loading compared to the other constructs and the square root of the AVE values ought to be larger
than the inter construct correlations (Fornell and Larcker, 1981). Convergent validity is the second
type of testing for the construct validity, which is measured solely by the Average Variance
Extracted (AVE) values. An AVE value above or equal to 0.5 indicates that the items of a construct
are converged, i.e. on an average all the constructs in the proposed research model at least explain
more than or equal to 50% of its items (Hair et al., 2006). By comparing table 2 and 3, it can be
observed that that the values of Average Variance Extracted (AVE) are more than or equal to 0.5
for all the four corresponding latent constructs. Thus, the measurement has adequate convergent
validity. Furthermore, the square root of the AVE values of all constructs is found to be more than
0.8, which indicates that the measurement has good discriminant validity. Table 3 represents the
summary of the results obtained from the Confirmatory Factor Analysis (CFA). Thus the response
set of the present study shows good reliability and validity characteristics.
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Table 3: Results of CFA
Latent Constructs Indicators Loadings Reliability AVE AVE Square
Root
Internal Green Supply
Chain Practices
IGSCP1
0.76
0.84
0.57
0.75
IGSCP2 0.82
IGSCP3 0.84
IGSCP4 0.71
External Green Supply
Chain Practices
EGSCP1
0.77
0.78
0.63
0.79
EGSCP2 0.84
EGSCP3 0.75
Institutional Pressures
MP1
0.78 0.88 0.54 0.73
MP2 0.85
RP1 0.94
RP2 0.91
CP1 0.82
CP2 0.72
Corporate Social
Performance
FP1
0.74
0.81
0.59
0.76
FP2 0.87
FP3 0.91
FP4 0.89
SP1 0.82
SP2 0.83
SP3 0.71
SP4 0.76
EP1 0.85
EP2 0.89
EP3 0.92
EP4 0.95
EP5 0.86
4.2 Structural Model Results
The structural mediated model and the respective fit indices are represented as part of table 4 and
Fig 2. The GFI, NFI, NNFI, AGFI and RMR are 0.91, 0.85, 0.82, 0.73 and 0.072 respectively. All
the fit indices and the χ2/df values are in the acceptable range as given by Hair et al., (2006).
Table 4: Fit Indices of Structural
Structure Model χ2 df p χ2/ df NFI CFI GFI AGFI RMR
Hypothesized Model 716.74 238 <0.01 3.01 0.85 0.91 0.91 0.73 0.072
The moderating effect of institutional pressures on the relation between Green Supply Chain
practices and Corporate Sustainability Performance is conducted using Hierarchical Regression
Analysis (Hair et al., 2006). The analyses were performed individually to both internal and external
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green supply chain practices and are mentioned as part of Table 5 and 6. The results of the analysis
indicate that institutional pressures act as a sign cant moderator.
Table 5: Moderating effect of IP on IGSCP and CSP
Variables
CSP
B SE Change in R2 R2 df1,df2 F
Step1: Controls 0.06 6, 192 1.853**
Age 0.07 0.12
Gender 0.28 0.15
Step2: Main Effects 0.48** 0.53 11, 194 42.29**
IGSCP 0.42 0.13**
IP 0.27 0.09**
Step3: Interaction 0.05 0.56 13, 196 38. 15**
EGSCP * IP 0.13 0.07*
Note: * p<0.05 and ** p<0.01
Table 6: Moderating effect of IP on EGSCP and CSP
Note: * p<0.05 and ** p<0.01
The summary results of the hypotheses are mentioned as part of Table 7 along with the p-
value, standard error, standardized estimate and the regression coefficient.
Table 7: Results of Hypotheses
S.no Hypothesis
Independent
Variable
Dependent
Variable
Standardized
Estimate S.E. t-value p-value Result
1 H1 IGSCP CSP 0.32 0.248 4.392 0.002 Supported
2 H2 EGSCP CSP 0.28 0.174 3.165 0.000 Supported
3 H3a IGSCP*IP CSP 0.11 0.07 2.114 0.000 Supported
4 H3b EGSCP*IP CSP 0.07 0.05 2.326 0.000 Supported
4.3 Discussion
The key concern for most of the pharmaceutical companies in the developing economy context like
India is to minimize the economic risk due to environmentally oriented penalties. In order to
achieve this, proactive strategies are to be formulated through Green Supply Chain Management
Practices. Above all, the empirical results shown by the study validates the linkage between Internal
and External Green Supply Chain practices, Corporate Sustainability Performance and Institutional
Variables
CSP
B SE Change in R2 R2 df1,df2 F
Step1: Controls 0.06 6, 192 1.853**
Age 0.07 0.12
Gender 0.28 0.15
Step2: Main Effects 0.42** 0.48 8, 190 36.57**
EGSCP 0.28 0.08**
IP 0.26 0.06**
Step3: Interaction 0.02 0.51 9, 189 33. 41**
EGSCP * IP 0.07 0.05*
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Pressures. The results of the study underline that Internal and External Green Supply Chain
practices significantly influence the Corporate Sustainability Performance of a firm and this effect
was found to be more in the presence of Institutional Pressures, which is acting as a moderator. The
moderating effect of Institutional Pressures was found out be more on Internal Supply Chain
practices than External. As external supply chain factors require more time and effort to deal with
several customers and suppliers. Zhu et al., (2010) proposed that, most of the companies in
developed economic context, have implemented internal green supply chain practices than external,
in order to meet the regulations of their respective country. The normative, coercive and mimetic
pressures are anchoring the growth story of many pharmaceutical companies (Zhu et al., 2012b).
The study considered Corporate Sustainability Performance as a three pronged construct such as
economic performance, societal performance and environmental performance (Lewis and Harvey,
2001). The results showcased that both internal and external green supply chain practices have
significant impact on the three sustainability performance indicators of the firm. Out of the three
performances, environmental performance is observed to be crucial and requires great efforts to
achieve, because of the dependency on manufacturers, suppliers and customers. Furthermore, the
commitment and support of top and middle level management make it easy to maintain the
environmental values (Bansal, 2003; Carter et al., 1998) and is empirically validated by Bowen et
al., (2001). The communication between the three levels of management in the process achieving
environmental excellence is further highlighted in the study conducted by (Apsan, 2000). It is
observed both from the study and literature that few of the regulatory pressures more externally
oriented, for instance customer collaboration and can be very much new to the organization. In that
case, firms tend to focus on internal activities till completely understand the regulatory policy and
then try to sort the external issues. Green supply chain practices impact the economic performance
of a firm in two broad ways. One relationship is the direct one and the second is through
environmental and operational performance. Further, it is empirically verified that proactive
environmental management would drive economic performance of firm by compromising the other
societal and operational performance (Gonzalez-Benito and Gonzalez-Benito, 2005). Inline, Bowen
et al., (2001) also stated that economic performance couldn’t be reaped short term and it takes own
course to achieve the mark by balancing on the other two indicators.
5.0 CONCLUSION
The study explained the structural relationships that exist between Green Internal and External
Supply Chain Practices with Corporate Sustainability Performance. The study also validates that
institutional pressures play a vital role in this relationship and have driven the Indian
pharmaceutical setups to practice Green supply chain practices. The study suggests practical
implication for the academicians and practitioners and especially to manufactures and policy
makers. It further creates a niche for the future research on green supply chain practices,
environmental management and organizational theory. The key managerial implication from the
current study is the ways in which economic performance of the firm could be improved by
channelizing the green supply chain practices and the corresponding balancing between
environmental and operational performance. Policy makers could find ways to motivate the
manufacturers with respect to mimetic and normative forces in order to implement green supply
chain practices. As every research suffers from few limitations, this study is no exception to it. The
authors believe that the limitations of this study give away various opportunities and future research
avenues. The hypotheses presented in this study do not capture the nuanced relationships and
insight. Secondly, there is less discussion on the relationship between each of the dimension of the
latent construct towards the other. For instance, the effect of coercive pressure on the economic or
environmental performance is very less explained. Future studies could replicate this linkage by
choosing different sectors like shipping and transport logistics (Wong et al., 2012a) with different
culture and large samples. A more dynamic longitudinal study with the existing linkage rather than
the cross sectional design and comparison of the results could also be made. The idea of
sustainability needs to be inflicted gradually through the departments and employees rather than a
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sudden enforcement. The sustainability strategy should be aligned with core business strategy, in
order to build effective and efficient organizations. Inline to this, future researchers could study the
concept of Green Supply Chain practices from the perspective of organizational overall growth
story.
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Economic Valuation of Rural Wetlands in Bangladesh:
A Case Study of the Padma Beel of Pabna
Ayub Ali and Syed Naimul Wadood
About the Author(s)
Corresponding author, Ayub Ali, Master of Economics in Environmental Economics, Dhaka
School of Economics, Dhaka-1000, E-mail: [email protected].
Associate Professor, Department of Economics, University of Dhaka, Dhaka-1000, E-mail:
ABSTRACT
Wetland is a valuable ecosystem for sustainable environment. These have traditionally been used
for multiple purposes, and have significant roles in the livelihood of the local community. In recent
years, these multiple use systems are getting converted to single use system due to economic and
social pressure from dominant stakeholders. In this context, we selected a particular wetland in the
district of Pabna, namely the Padma Beel, to estimate direct economic benefits from its multiple
uses, e.g. wetland cultivation, irrigation, fisheries, jute retting, duck keeping and fodder collection.
The study shows that wetlands are resourceful ecosystems that provide many benefits and services
but some of these benefits and services can be difficult to recognize, quantify and value. On the
other hand, direct benefits and services such as fish capture can be quantified and valued using a
market price approach. Wetlands also contribute to household food security of the surrounding
neighborhood locations in a number of ways.
Key Words: Common property resources, environmental valuation, market price approach, natural
resource management, wetlands
CITATION: Ali, Ayub and Wadood, Syed Naimul (2017). “Economic Valuation of Rural Wetlands in
Bangladesh: A Case Study of the Padma Beel of Pabna.” Inter. J. Res. Methodol. Soc. Sci., Vol., 3,
No. 1: pp. 36-52. (Jan. – Mar. 2017); ISSN: 2415-0371.
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1. INTRODUCTION
1.1 Background
Wetlands are one of the most productive and resourceful areas (Dugan 1990, IWRB 1992) but are
often not properly used and users also do not have proper understanding of their total economic and
other non-economic values (Convention on the Biological Diversity, 2010). Yet only a few studies
have yet been conducted to understand economic benefits of rural wetlands in Bangladesh (Islam,
2011; Islam, 2012). On the other hand, globally smaller and rural wetlands are often taken under
valuation considering their direct economic benefits like wetland cultivation, fisheries, water for
irrigation, wetlands for transportation, vegetation, jute retting and fodder collection (Mukherjee,
2008).
Economic valuation studies, taking into consideration both direct and indirect benefits of
wetlands are important for informed wetland management and conservation. According to the
Ramsar Convention (2007), wetlands are areas of marsh, fen, peat land or water, natural or
scientific, permanent or temporary, with water that is static or flowing, fresh, brackish or salt,
including areas of marine water the depth of which at low tide does not exceed six meters
(Handbook, 2010). Bangladesh is a land of water and wetlands. Wetlands constitute more than fifty
percent territory of the total country and play a significant role in the social and economic
livelihood of the population (Convention on the Biological Diversity, 2010). Wetlands can be of
different types based on their hydrological and ecological attributes (Table 1). The wetlands in
Bangladesh encompass a wide variety of ecosystems including: the main rivers (Ganges,
Brahmaputra and Meghna) and their 700-plus tributaries and distributaries; some 6,300 Beels
(permanent and seasonal shallow lakes in floodplain depressions); at least 47 major haors (deeply
flooded depressions in the north-east), baors (oxbow lakes); vast areas of seasonally flooded land;
the extensive mudflats and coastal chars of the estuaries of the rivers; mangrove forests; intertidal
zones along the eastern coast; reservoirs; and fish ponds and tanks. They occupy about half the land
area of the country in the monsoon season.
There is no recent assessment of wetland area in Bangladesh. However, National Water
Resources Database (NWRD, 1997) has estimated about 172,087 hectares of permanent wetlands
(excluding rivers and estuary) in the country.
Table 1: Wetlands Areas by Types
Types of Wetlands Area in Hectares
Open Water Wetlands
Rivers 749,700
Estuarine and Mangrove Forest 610,200
Beels and Haors 114,200
Inundable Floodplains 548,6600
Kaptai Lake 68,800
Closed Water Wetlands
Ponds 146,900
Baors (oxbow lake) 5,500
Brackish water farms 108,000
Total 7,289,900
Source: Akonda 1989 and Khan 1994, Asian Wetland Bureau, cited in Fourth National Report,
2010.
The database also revealed that 21% of the country is deeply flooded (more than 90 cm) and
35% experiences shallow inundation during monsoon. National Water Management Plan (NWMP)
has divided the country into eight hydrological zones based on their characteristics. Hydrological
zone wise areas of permanent wetlands are provided in Table 2.
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Table 2: Wetland Areas in Different Hydrological Regions in Bangladesh
Hydrological
Regions
Area in
1997
(ha)
South -East 1,255
South -Central 2,604
South -West 18,400
North -West 27,016
North -Central 15,940
North -East 53,180
Eastern -Hills 53,692
Total 172,087
Source: NWRD, 1997, cited in Fourth National Report.
We purposively selected the Padma Beel in the district of Pabna for our case study. We
interviewed a sample of households within the surrounding area (a total of three villages), and have
gathered information from those households who obtained direct benefits from the Beel. These
households were selected through a stratified random sampling framework after making three strata
in terms of three villages, and yet each village was further stratified into three sub-strata in terms of
socio-economic status of the surveyed households. Equal importance was assigned to lower income,
middle-income and upper income residents of the villages. Direct economic valuation was
measured from the survey data that we collected from the respondents. By providing a means for
measuring and comparing the various benefits of wetlands, economic valuation can be a powerful
tool to aid and improve wise use and management of national wetland resources. We also examined
the food security aspects of benefits of wetland for the surveyed households in the surrounding
areas.
The goal of this study was to estimate direct economic values of a wetland area in rural
Bangladesh, taking the Padma Beel of Pabna as a case study, using the market price method. The
following specific objectives were also set out to: (i) estimate the direct use value of the Padma
Beel; (ii) examine various direct and indirect uses of the Beel; (iii) study and understand the overall
ownership and management pattern of the Beel; and (iv)examine food security impacts of the Beel
on neighboring resident households.
1.2 The Study Area
The study focused on economic valuation of a rural wetland as MUS (Multiple Use System) in the
district of Pabna. The Padma Beel is identified as a wetland by the Local Government Engineering
Division sub-district maps. This Beel is located within three villages, under two unions and two
sub-districts of Pabna, namely Ramchandapur and Noydapara of Majhpapa union at Atgoria sub-
district and Kamalpur of Debigram union at Chatmohar sub-district. The Padma Beel is connected
by the Chandabroti Khal with the Chandabroti River and Kamala River. It is in the west side the
Ramchandapur village and Chandabroti river north side is the Kamalpur village and the Kamala
River. It is in the North side of the Gofurabad Railway Station and almost five kilometers away
from the station. The Beel is in the Southside and within ten kilometers from the National Highway.
After the construction of Chandabroti Khal, the wetland got a fresh life. Now, most parts of
the year the Beel gets water. It gets flooded during the rainy season and remains waterlogged for
three to four months (June-July to September–October). Deposition of silt during the rainy season
makes the land in the flood plain highly fertile. But in recent years, the Beel has been converted into
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a scientific fisheries location, and now there are cases of water logging problems for some months.
Jute and Aush or Amon are the main crops cultivated during water logged periods, as it can
withstand standing water or requires standing water for retting. Apart from fisheries the wetland bed
itself is used for cultivation of Boro rice and jute. The wetland water is also used for irrigation and
jute retting and farmers collect fodder from wetland. The farmers informed that they found
cultivation of rice in the wetland remunerative as they could save money in terms of labor,
irrigation and fertilizers costs.
3. LITERATURE REVIEW
Wetlands provide very important goods and services to the society and help in sustaining critical
livelihoods of wetland communities as well as communities living far downstream. Direct economic
valuation is very important tool for the wetlands goods and services, which are sometimes more
important direct use values for public policies in support of wetland (Emerton, 1998 and Barbier, et
al., 1997). In addition, crops, fish and aquatic food products are also important (Barbier et.al, 1997).
Wetlands system has proven itself to be highly productive and ecologically sound (Rezaul et. al.
2004). Wetlands ecosystems have been recognized to provide various services (de Groot et. al.,
2006). Services often provided by wetlands include storm water detention, flood protection, water
quality enhancement, freshwater fisheries, food chain support, feeding grounds for juvenile marine
fish, biodiversity, carbon storage and climate regulation (Hassan et. al., 2005). The needs of
agriculture for flat, fertile land with a ready supply of water implies that wetlands are often a
potentially valuable agricultural resource (UNEP and IWMI, 2011). Wetland agriculture can bring
significant benefits in terms of food security, health and income. Therefore, wetland resources
planning and management requires a clear vision of the relative importance of agricultural
production and natural resource conservation (Ramsar Convention Secretariat, 2010).
Direct use values of a wetland are estimated by using market price approach. The study
shows that Wetlands are complex ecosystems that provide many benefits and services but these
benefits and services can be difficult to recognize, quantify and value (Kyophilavong, 2011).
Taruvinga (2009) concludes that wetland cultivation in the rural setting was profitable, with
statistically significant positive linear correlations with household food security such that wetland
cultivators were more than twice food secure than non-wetland cultivators. Wetlands and their
biodiversity have been contributing substantially to the socio-economic life of rural Bangladesh by
providing opportunities of employment, food and nutrition, fuel, fodder, transportation, irrigation
and so forth (Rahman, 1989). The values of wetland resources were estimated using primary and
secondary data, market prices, productivity, and contingent valuation methods were used to
estimate the value of wetland resources (Kakuru et.al, 2013). The valuation exercises in the
literature also include calculating the values of supplying drinking water to the city, value of
benefits accruing to various people whose livelihoods depended upon the wetland, value of
preventive measures that people used to avoid water borne diseases and the willingness to pay of
the people for enjoying better recreational facilities (Verma 2001).
4. METHODOLOGY The study planned to have an economic valuation of marketable products and services of the Padma
Beel using direct market price method. Based on this, the following model was designed:
V PQ C (1)
where, V = Direct Use Value; P = Prices of Product; Q = Amount of Product and C = Cost of
Product; A total of six major direct economic functions of the wetland were identified, these are: (1)
use for cultivation; (2) use of wetland as a source of irrigation; (3) wetland fisheries; (4) use of
wetland water for domestic uses; and (5) jute retting and (6) source of fodder.
The study encompassed surrounding areas of the Padma Beel in Pabna as the sample frame.
The households residing within this area were taken as primary sampling units. We divided these
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households into three wetland stakeholder groups such as “A”; “B” and “C”, based on income and
asset levels of the households. The groups were (i) upper income group (“A”); (ii) middle income
group (“B”); and (iii) the lower income group (“C”).
Firstly, we listed all the households in all three survey villages, and classified these households
in terms of A, B or C with the basis of discussion of field assistants with some key informants in
these villages. Secondly, the field assistants conducted face-to-face questionnaire survey with
households selected in terms of random sampling within the sub-categories.
A brief description of the scope and coverage of the study and possible outcomes of the study
was provided before starting face to face interview. Some secondary information was also collected
from the local people, particularly, the fertilizer dealers, local political leaders. Local government
office records were consulted in order to prepare an accurate group classification of households.
The Padma Beel is surrounded by three villages; namely Ramchandapur, Kamalpur and
Nodapara. A total of 150 families/households were selected for face-to-face questionnaire
interviews. Table 3 summarizes the distribution of respondents with respect to their income level
and assets status. While the total number 150 was chosen considering convenience, number of
respondent households in the sub-groups was taken considering proportionality.
Table 3: Sample Size
Survey
Villages
Status of Respondents Total
Upper (A) Middle (B) Lower (C)
Ramchandapur 20 20 20 60
Kamalpur 25 25 24 74
Nodapara 5 5 6 16
Households
Totals 50 50 50
Total Households
n =150
Source: Poribar porikolpona, khana jorip.
The data was collected in the month of October 2014, and it took seven days to complete the
face-to-face questionnaire interviews. A total of five field assistants led by one of the authors of this
study completed the interviews. Data was preserved in MS Excel, SPSS and STATA. Statistical
analysis was done in STATA v. 12.
5. FINDINGS AND DISCUSSION
5.1 Number of Beneficiaries According to Use of Wetland
Wetland cultivation and services were also explored with the objective of trying to estimate their
potential direct economic benefit of wetland. Wetlands’ direct benefits depend on the number of
beneficiaries using wetlands. Our sample covers 150 sample households of a total of 888 people. A
total of 44 (88%) respondents within “A” category, 47 (94%) respondents within “B” category and
33 (66%) respondents within “C” category reported to be associated with the wetlands cultivation
and 13 (26%) of “A” group households, 35 (70%). According to our sample survey open access
fisheries were involved with the lower class socio economic characteristics of respondent’s
population.
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Table 4: Number of Beneficiaries According to Use of Wetland
Different Uses Of Wetland
Beneficiaries
(No. of Households)
Upper (A) Middle (B) Lower (C)
No. of Surveyed Households 50 50 50
a) Wetland Cultivation (No. of HHs) 44 (88) 47 (94) 33 (66)
b) Wetland Fisheries (No. of HHs)
Open Access
13 (26) 36 (72) 35 (70)
Scientific 36 (72) 2(4) 2 (4)
Pond 2(4) 2(4) 5 (10)
c) Jute Retting (No. of HHs) 22 (44) 24 (48) 12 (24)
d) Duck Keeping (No. of HHs) 32 (64) 45 (90) 41 (82)
e) Cattle Grazing (No. of HHs) 47 (94) 45 (90) 44 (88)
f) Fodder Collection (No. of HHs) 2 (4) 5 (10) 10 (20)
g) Poultry (No. of HHs) 42 (84) 46 (92) 43 (86)
h) Collection of Snails (No. of HHs) 0 (00) 3 (6) 8 (16)
i) Commercial Use of Water (No. of HHs) 36 (72) 9 (18) 2(4)
j) Cultivation Use of Water (No. of HHs) 44 (88) 47 (94) 33 (66)
Source: Based on Field survey, 2014.
5.2 Total Net Benefit from Wetland Cultivation Five categories of crops are produced in the Padma Beel surrounding area, such as Amon, Boro,
Robi, jute and vegetables. During monsoon two thirds of the land of the Padma Beel gets water
logged. This is caused by anthropogenic activities (scientific pond) that are one third of the land of
the Padma Beel, there is no production of any crops in those areas. Another two thirds of the land of
the Padma Beel, produce Amon, jute and vegetables. Boro rice is the major crop cultivated in the
water spread area of the Beel. Farmers find wetland cultivation remunerative as they could save
money in terms of fertilizer costs and labor costs (less time spent on irrigation), compared to upland
areas. Apart from the nutrient enriched silt of the wetland, wetland water has high nutrient value--
farmers generally obtain higher yield for wetland rice as compared to the case of the upland.
Farmlands surrounding the Beel are irrigated mostly from the Beel and it helps the farmers to cut
down their costs on fertilizers as nutrient of wetland water is higher than the fresh water from
ground and/or river.
During the summer season when wetland bed dries up, wetland cultivation is a common
practice carried out by the farmers having land in wetland bed or in the low-lying areas. According
to our sample survey total area under wetland cultivation is 131.44 acres. Boro, Robi, Jute and
vegetables are the major crops cultivated in the wetland bed. Total area under wetland rice
cultivation is 79.67 acre, jute is 23.35 acre, wheat is 17.10 and bean is 11.32 acre.
The benefits from cultivation of rice, jute wheat, bean and others crops are provided in the
Appendix Table 1. The estimated annual net benefit from wetland cultivation is Tk. 8,829,220 per
year. Wetlands annual net benefit was calculated in comparison to the wetlands total benefit and
upland total benefit.
5.3 Total Net Benefit from Wetland Services
Wetland services are reflected in the livelihood pattern of the surveyed residents, and this
particularly benefited the lower income group. There are many services such as fisheries, Jute
retting, using water, fodder, and duck keeping, caw, snail and poultry. In the Appendix Table 2,
wetland net benefit is calculated by the wetland services. The table shows the average annual net
benefit and total annual net benefit for the wetland services. It is evident that since the upper income
group households have larger capacity to absorb benefits and services, they report higher amount of
benefits as compared to the middle income group and the lower income group.
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5.3.1 Benefit from Fisheries Operation In this study, fisheries operation or benefit is one of most valuable indicators to estimate the
wetland net benefit of services that it contributes to calculate the estimate of the whole wetland
benefit. There are three types of fisheries operations (open access fisheries, scientific fisheries and
pond fisheries) and three types of fisheries owner systems (owners operated, lease holders operated
and open access fish operated). Open access fisheries are most important for livelihood of the lower
income group respondents. The total area under wetland fisheries is about 142 acres. Open access
fisheries involved 13, 36 and 35 of upper, middle and lower class respondent households
respectively; scientific fisheries involved 36, 9 and 2 households respectively and pond fisheries
involved 5, 12 and 2 with respectively.
5.3.2 Benefits from Jute Retting Jute is the major commercial crop in the study area. During the rainy season the whole area is
flooded with water from the Chandraboti River. Availability of water bodies is an added advantage,
which helps farmers in jute retting. During monsoon, The Padma Beel is used for jute retting by
large number of farmers from surrounding habitations.
The benefit of using the wetland for jute retting is estimated by taking the cost of an
alternative that can perform the same function. In the table 5 shows that average annual benefits per
households of Ramchandrapur Kamalpur upper class is Tk. 990 and 1196 and total annual net
benefit of Ramchandrapur and Kamalpur upper class is Tk. 94050 and 143520 respectively. On the
other hand, average benefits per households of Ramchandrapur and Kamalpur lower class is Tk.
170 and 276.042 that it small amount benefits than the others class. Total jute retting annual net
benefit under is areas Tk. 465,177.98.
Table 5: Benefits from Jute Retting
Units Class Average Benefits
Per HH
Total No. Of
Households
Within Class
Total Net Benefit
Ramchandrapur
Upper 990 95 94050
Middle 280 114 31920
Lower 170 171 29070
Kamalpur
Upper 1196 120 143520
Middle 690 133 91770
Lower 276.042 190 52447.98
Nowdapara
Upper 640 15 9600
Middle 640 20 12800
Lower 0 30 0
Total 465,177.98
Source: Based on Field survey, 2014.
5.3.3 Benefit from Fodder Collection
On an average 32% of our sample households collect fodder from the wetland. Farmers collect
water hyacinth (Eichornia crassipes) and water borne vegetation and supplement commercial fodder
to reduce the cost of feeding the cattle population. On average, for four months in a year,
households collect fodder from the wetland. In our household questionnaire survey it has been
revealed that on average each household of three villages can save Tk. 40861.67, 5865.64 and
12755.56 per year respectively depending on the herd size and family’s dependence on wetland
fodder. Since fodder collection also involves labor time, households that have their own source of
fodder mostly avoid collecting from wetland. Average annual benefit per household of
Ramchandrapur, Kamalpur and Nowdapara for upper class is Tk. 115202.5, 8768 and 18900
respectively. On the contrary, Average annual benefit per household of Ramchandrapur, Kamalpur
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and Nowdapara for lower class is Tk. 3085, 3222.917 and 466.67 respectively. Hence, the total
annual net benefit from fodder collection is Tk. 15,047,299.83.
Table 6: Benefit from Fodder Collection
Units Class Average Benefits
Per HH
Total No. Of Households
Within Class
Total Net
Benefit
Ramchandrapur
Upper 115202.5 95 10944237.5
Middle 4297.5 114 489915
Lower 3085 171 527535
Kamalpur
Upper 8768 120 1052160
Middle 5606 133 745598
Lower 3222.917 190 612354.23
Nowdapara
Upper 18900 15 283500
Middle 18900 20 378000
Lower 466.67 30 14000.1
Total 15,047,299.83
Source: Based on Field survey, 2014.
5.3.4 Benefit from Using Water
Water using system is very important for the crop cultivation and fisheries. The opportunity cost of
using water is calculated to estimate the water valuation. In the appendix table 4, there are two
systems of using water e.g. using water for irrigation and using water for scientific fisheries. The
annual benefit from using water for irrigation is Tk. 2,496,069.46 and the benefit from using water
for scientific fisheries is Tk. 7,289,261.64. Total annual using water benefit is Tk. 9,785,331.10.
5.3.5 Benefit from Others Services or Livestock (Duck Keeping, Snail, Poultry and Fodder)
Others services or Livestock play a vital role in the agricultural and rural economies of the
developing world. Not only do they produce food directly, they also provide key inputs to crop
agriculture. In this study area, livestock components are very important for the livelihood adjacent
lower class residents of the wetland. Table 7 shows that lower income group (“C”) is in a
comparatively better position compared to the others groups with respect to services such as duck
keeping, snail, poultry and fodder.
Table 7: Benefit from Others Services or Livestock (TK)
Surveyed
Villages Class
Average
Benefits Per HH
Total No. Of
Households
Within Class
Total Net
Benefit
Ramchandrapur
Upper 1,614 95 153,330
Middle 3,258 114 371,412
Lower 1,589 171 271,719
Kamalpur
Upper 429.6 120 51,552
Middle 2,083.2 133 277,065.6
Lower 2,555 190 485,450
Nowdapara
Upper 19,444 15 291,660
Middle 9,444 20 188,880
Lower 3,820 30 114,600
Total 2,205,668.60
Source: Based on Field survey, 2014.
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5.4 Total Direct Benefits from the Wetland
Table 8 shows the whole benefit that can be achieved from the wetlands. Wetlands’ total net benefit
is calculated by the wetlands’ cultivation and services. The table 8 shows the sample total net
benefit, per household net benefit and total net benefit for the wetlands’ cultivation and services.
Total whole wetland net benefit under the area is calculated to be Tk. 7.3 crore (these are based on
estimation of benefits throughout the past 12 months). Total area of the Padma Beel is
approximately 1,500 bighas or 430 acres. In this connection it can also be said that one third of the
land is leased out to the influential people and the current study has not included this part to
estimate the direct economic valuation of the Padma Beel. Considering this fact into our estimation
(i.e. leaving one third of the areas from this calculation), this can thus be said that the annual per
acre direct values of the Padma Beel is Tk. 2.53 lakh (equals USD 3200, at 1 USD=BDT 79).
Table 8: Total Net Benefit from Wetland, One Year Calculations (TK)
Source: Based on Field survey, 2014.
5.5 Food Security Aspects Wetlands are very useful for crop cultivation, livestock production and others services. As such
wetlands are of great potential in poverty alleviation in developing countries (Mombo et.al. 2012).
In the rural area, wetlands are important in sustaining much of the residents. Wetlands and food
security concept is interrelated by the crop cultivation and services with the rural population
especially for the Padma Beel stakeholders’ residents. In the context of the Padma Beel area, food
security may be affected by factors ranging from wetlands crop cultivation and services, household
size, wetland net benefit, education and status etc. Therefore, access to wetlands cultivation and
services affected to the rural food security. A Probit regression model has been applied to the
respondents’ response of the principle three meal elicitation question.
5.5.1 All Meals and Status of Household
The dependent variable “all meals” exhibits how many of the surveyed households responded “yes”
to questions such as whether they afforded to take food three times in a day, all the time during the
last one-year time.
Survey Villages Class
Sample
Total
(TK.)
Sample
Number
Per HH
(TK.)
Total No. of
Households
within Class
Total Net
Benefit
(TK.)
Ramchandrapur
Upper 7,992,952 20 399,647.6 95 37,966,522
Middle 854,157 20 42,707.85 114 4,868,694.9
Lower 745,075.6 20 37,253.78 171 6,370,396.38
Kamalpur
Upper 2,285,732 25 91,429.27 120 10,971,512.4
Middle 906,888.3 25 36,275.53 133 4,824,645.49
Lower 460,118.9 24 19,171.62 190 3,642,607.8
Nowdapara
Upper 631,073 5 126,214.6 15 1,893,219
Middle 526,336.5 5 105,267.3 20 2,105,346
Lower 74,845.02 6 12,474.17 30 374,225.1
Grand Total 73,017,169.07
Area of the Wetland under consideration (Acres) 288.1
Calculated Direct Economic Benefits, per Acre of Wetland 253,443.8
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Table 9: All Meals and Status of Household
All Meals
Status Insecure (0) Secure (1) Total
1 0 50 50
2 19 30 49
3 40 10 50
Total 59 90 149
Source: Based on Field survey, 2014.
The Table 9 shows that there are three socio economic characteristics in the study area but
status 1 (upper income group) no one household reported “no” to the query regarding whether they
were able to afford three meals in a day over the last year. Within status 2 (middle income group),
19 out of 49 were found to insecure and 30 out of 49 is secure and in status 3 (lower income group)
40 out of 50 were found to be insecure and 10 out of 50 were reported as secure.
We also asked the respondent household whether they considered their household to be
“food secured”. A total of 90 households reported themselves to be “food secured”, whether all of
them reported “yes” to question such as “all three meals?” Similarly, all 59 households which
reported they to be “food insecure” also mentioned “no” to query such as “all three meals?”
5.5.2 Relationship between Food Security Scale with the Status and Months of Distress Food security is related to status and months of distress as reported by the survey respondents. From
the Table 10 it is observed that there were some food insecure people in some months whereas total
food secure is 94 sample of households out of 149 and food insecure is 55 out of 149. And there
were particularly two months when food insecurity was reported to be very high compared to the
other months. Status 1 households are completely food secure whereas status 2 and status 3
households were not. September-October and October- November were months most often reported
to be food insecure (months of distress) by the surveyed respondent households.
Table 10: Status and Months
Months of Distress
Status 0 1 2 3 4 Total
1 50 0 0 0 0 50
2 30 0 18 1 0 49
3 14 1 32 2 1 50
Total 94 1 50 3 1 149
Source: Based on Field survey, 2014.
The Figure 1 shows that food security is related with the twelve months but food insecure is
higher from the September- October and October- November and others months’ low significantly
with the food insecure. The significant social changes reflected in the diagram are that over the
period (from September- October and October- November) the wetland adjacent household is food
insecure as at that time wetland is made water logged situation by the anthropogenic activities.
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Figure 1: Months of Food Insecurity as reported by the Survey Respondents
Source: Based on the Field Survey, 2014.
5.7.3 Relationship between Wetland and Food Security
We run a Probit regression analysis that models food security (household food security, value of 1 is
the household is food secured, 0 if otherwise) as a function of variables such as age of the
household head, education of the household head, dummy for villages, household size, brick of
floor, thatch of wall, some indicator of rank or status of the household, gross total income and share
of household wetland income (services and net benefits from wetland cultivation or benefit from
staying close to the wetland).
The Probit model is given by:
0 1 101| ...iP Y X G X X (2)
where, 1Y if the household’s food secured and 0 if the food insecure (all meals); 1X = age of
household head (age_head); 2X = education of the household education (edu_head); 3X = dummy
for village of kamalpur; 4X = dummy for village of ramchandapur; 5X = household size
(hh_size); 6X = brick of floor (brick_fl); 7X = thatch of wall (thatch_wl); 8X = rank of status
(status); 9X = gross total income (lngtotal); 10X = share of household wetland income (shwetinc).
In equation (2), G(.) is a function taking on values strictly between zero and one:
0 ( ) 1G z , for all real numbers z . This ensures that the estimated response probabilities are
strictly between zero and one. In the case of the Probit model, G is the standard normal cumulative
distribution function (CDF), which is expressed as an integral: ( ) (z) ( )G z v dv where
( )v is the standard normal density, and the integral is over minus infinity to the value of z. Since
the probability P must be between 0 & 1, we have the restriction: 0 ≤ E (Yi/Xi) ≤ 1. That is the
conditional expectation must be lie between 0 & 1. The standardized value of a normally distributed
random variable is called a Z score and is calculated using the following formula.
xZ
(3)
where, x = the value that is being standardized = the mean of the distribution; and = standard deviation of the distribution. Therefore, (1) equation estimates the wetland direct values,
(2) equation explains the impact analysis for the qualitative that it introduces the dummy dependent
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variable and (3) equation explain the z – score that shows the significant level associated with
standard deviation.
Table 11: Probit Regression Result of Food Security
Dependent Variable: Household reported “all meals” (1) or “not all meals” (0)
all meals Coefficient Robust Std. Err. Z p value
age_head .0226* .012 1.86 0.063
edu_head .007 .040 0.19 0.852
kamalpur 1.592*** .478 3.33 0.001
ramchan .586 .454 1.29 0.197
hh_size -.144 .106 -1.36 0.173
brick_fl -.302 .401 -0.75 0.451
thatch_wl -.366 .468 -0.78 0.434
status -1.716*** .277 -6.20 0.000
lngtotal .096 .222 0.43 0.668
shwetinc -.851 .604 -1.41 0.159
constant 1.731 2.709 0.64 0.523
Number of Observations: 149
Source: Based on Field survey, 2014.
The table shows that “all meals” is the dependent variable and it is defined in context to the
food security. Food security depends on various independent variables. Nevertheless, wetland
related food security is affected by household size, status, wetlands’ net benefit from cultivation and
wetland services. Household size, status, wetlands’ net benefit, coefficient negative sign was
expected as household size and status numbers are adversely related with the all meals. Wetland net
benefit from cultivation are adversely related to the all meals because wetlands’ net benefit from
cultivation cannot properly explained for access to wetland cultivation limited to the lower class
population while wetland services properly explain the food security in the wetland adjacent
residents.
5.7.4 Average Marginal Effects of Food Security
In this section, we have made an attempt to understand the marginal effects of changes in
independent variables. In this analysis the change in one variable resulting from the change in
another, holding all else constant, is called a marginal effect (ME). In the Probit regression model
this is the interpretation of the slope parameter, which can be written as / x.
For the Probit regression model, Yi=β0+β1Xi+Ui, if Yi=1, then Yi ≥ 0, the marginal effect
can be written as
0 10 1 1
( )( )i
ii
xME x
x
(4)
Rather than computing the marginal effect at one specific variable, we can alternatively find
the marginal effect at each value of dependable variable (food security) and explanatory variable
and then average this quantity across all observations. This is called an average marginal effect
(AME). For the present case, the AME can be estimated as
0 1 11
1 ˆ ˆ ˆ( )n
ii
AME xn
(5)
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We use this equation (5) to estimate the average marginal effect of food security of the
adjacent wetland households. This average marginal effect equation interprets that a one unit
change in the explanatory variable increases or decreases the probability of food security by the
estimated values reported below against each variable.
Table 12: Average Marginal Effects (AMEs) of Food Security
Delta-method
dy/dx Std. Err. Z P>|Z
age_head .004* .002 1.94 0.052
edu_head .001 .007 0.19 0.852
kamalpur .300*** .084 6.58 0.000
ramchan .110 .085 1.29 0.196
hh_size -.027 .020 -1.36 0.174
brick_fl -.057 .075 -0.76 0.449
thatch_wl -.069 .086 -.080 0.425
Status -.323*** .039 -8.29 0.000
Lngtotal .018* .042 0.43 0.669
shwetinc -.160 .112 -1.43 0.154 Source: Based on Field survey, 2014
Average marginal effects reflect the significant change for the dummy variable, with
dummy independent variables, average marginal effects measure discrete change. Average marginal
effects for continuous variables measure the instantaneous rate of change. Hence, age_head and
lngtotal is statistically significant at 10% level and kalampur and status variable is statistically
significant at 1% level. On the other hand, share of household wetland income from the wetland
cultivation is not found to be related to all meals or food security in a statistically significant way.
All meals or food security related to independent variables such as age_head, edu_head, kamalpur,
ramchan, hh_size, brick_fl, thatch_wl, status, lngtotal and shwetinc.
Over all 81.88% had been correctly classified in this model that explains all meals or food
security phenomena. In middle class and lower class some of the households have experienced food
insecurity, characterized by low harvest and households having a single meal in a day. Especially
wetland adjacent lower class people utilize the wetlands’ resources as an alternative source of
household food. Wetlands are the basis of food security, directly providing resources for
consumption, indirectly supporting crop and livestock production, materials that are sold for
purchasing food in emergency situations and services that support food production. With increasing
population around the wetlands, coupled with land shortage and weather variations, the poor people,
especially in the study areas will continue generally to rely on wetland ecosystem services directly
for subsistence and income generating activities for sustaining their livelihoods unless alternative
livelihood options are provided.
6. CONCLUSION
In the study area of Pabna, wetlands which used be Multiple Use Systems (MUSs) are getting
converted to Single Use Systems (SUSs) depending on economic, social & political pressure from
dominant stakeholders. Economic benefits and number of beneficiaries are higher for MUSs as
compared to SUSs. Economic and ecological functions of MUS change over time and space.
Attempts to classify MUS according to their uses across ecological zones and economic valuation
are very limited. Future research on economic valuation of MUS should focus on ecological
functions- e.g., nutrient trapping and recycling; spawning and breeding ground for indigenous fish
species; groundwater recharge and impacts on hydrology; runoff and soil erosion control, and flood
mitigation; regulating micro-climate on the area surrounding the wetland, and biodiversity
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conservation. There is a need for economic valuation of wetlands in economic and ecological
functions. In this study area, government and local government need to take steps (such as canal
dredging) for the rural wetlands since the wetlands contribute to the livelihood and food security of
the surrounding area population. Based on the principles of co-management, government and
communities should work together to ensure conservation of existing protected areas (PAs), to
demonstrate the development benefits of conservation of protected areas. Hence, special care must
be taken to maintain wetlands with their perfect environment. Wetlands management needs to be
incorporated into a system of integrated land and water use and indeed, into the socioeconomic
system of the country.
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Secretariat of the Convention on Biological Diversity. (2005). Handbook of the Convention on
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Thang, Nam Do, J.B. (2005). An Economic Valuation of Wetlands in Vietnam’s Mekong Delta: A
Case Study of Direct Use Values in Camau Province. Canberra, Australia. the Environmental
Management and Development Programme, Asia Pacific School of Economics and
Government, the Australian National University, 16-23.
Verma, M., Bakshi, N., & Nair, R. P. (2001). Economic valuation of Bhoj Wetland for sustainable
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Wasswa, H. F.M. (2013). Economic Implications of Wetland Conversion to Local People’s
Livelihoods: The Case of Kampala- Mukono Corridor (KMC) Wetlands in Uganda. Academia
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APPENDIX
Appendix Table 1: Total Net Benefit from Wetland Cultivation (in TK.)
Units Class
Average
Benefits per
HH (A)
Average
Benefits
per HH
(B)
Average
Benefits
per HH
(C)
Average
Benefits
per HH
(D)
Average
Benefits
per HH
(E)
Sum Total
(A+B+C+D+E)
Total No. of
Households
within Class
Total Net
Benefit
[1]
Upper 5649.3 2683.05 556.25 30 0 8918.6 95 847267
Middle 6611.86 604.34 535.61 847.90 166.40 8766.11 114 999336.54
Lower 3095.31 -534.93 110.73 3454.29 0 6125.4 171 1047443.4
[2]
Upper 12267.40 3520.24 2691.72 448 3752.82 22680.18 120 2721620.6
Middle 7523.88 2240.57 1356.74 2004.81 204 13330 133 1772890
Lower 4747.71 533.33 356.25 0 100 5737.29 190 1090085.1
[3]
Upper 3472.80 1320 359.4 1100 0 6252.2 15 93783
Middle 8720 1320 0 1180 0 11226 20 224520
Lower 243.33 0 0 832.5 0 1075.83 30 32274.9
Total 8829220.54
Note: A = Rice, B= Jute, C= Wheat, D= Bean, and E= Other Produces.
Legend: [1] Ramchandrapur; [2] Kamalpur; and [3] Nowdapara.
Appendix Table 2: Total Net Benefit from Wetland Services (in TK.)
Units Class
Average
Benefits
per HH
(A)
Average
Benefits
per HH
(B)
Average
Benefits per
HH (C)
Average
Benefits
per HH
(D)
Average
Benefits
perHH (E)
Sum Total
(A+B+C+
D+E)
Total No.
Households
with. Class
Total Net
Benefit
[1]
Upper 220170 990 52752.45 115202.5 1614 390729 95 37119250.25
Middle 20705 280 5401.24 4297.5 3258 33941.74 114 3869358.36
Lower 22925 170 3359.376 3085 1589 31128.38 171 5322952.30
[2]
Upper 41798 1196 16557.49 8768 429.6 68749.09 120 8249890.8
Middle 9642 690 4924.332 5606 2083.2 22945.53 133 3051755.76
Lower 5587.5 276.04 1792.875 3222.92 2555 13434.33 190 2552523.46
[3]
Upper 57000 640 23978.4 18900 19444 119962.4 15 1799436
Middle 53000 640 12057.3 18900 9444 94041.3 20 1880826
Lower 7100 0 11.67 466.67 3820 11398.34 30 341950.2
Total 64187943.13
Note: A = fisheries, B= Jute retting, C= using water, D= fodder and E= others services (duck keeping, snail and poultry). Legend: [1] Ramchandrapur; [2] Kamalpur; and [3] Nowdapara.
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Appendix Table 3: Benefit from Wetlands Fisheries
Units Class Open
Access Scientific Pond Total
Sample
HHs Per HHs
Total No. of
Households
within Class
Total Net Benefit
[1]
Upper 3400 4250000 150000 4403400 20 220170 95 20916150
Middle 180200 190000 43900 414100 20 20705 114 2360370
Lower 163500 280000 15000 458500 20 22925 171 3920175
[2]
Upper 34950 810000 200000 1044950 25 41798 120 5015760
Middle 92050 120000 29000 241050 25 9642 133 1282386
Lower 134100 0 0 134100 24 5587.5 190 1061625
[3]
Upper 0 265000 20000 285000 5 57000 15 855000
Middle 0 265000 0 265000 5 53000 20 1060000
Lower 42600 0 0 42600 6 7100 30 213000
Total 36,684,466.00
Legend: [1] Ramchandrapur; [2] Kamalpur; and [3] Nowdapara.
Appendix Table 4: Total benefit from using water
Units class
Using water ( for irrigation) Using water (for scientific fisheries)
Benefit Per HHs
Total
No.
HH
Within
Class
Total
Net Benefit Benefit Per HHs
Total No.
Households
Within Class
Total
Net
Benefit
[1]
Upper 64715.6 3235.78 95 307399.1 990333.5 49516.68 95 4704084.6
Middle 51777.26 2588.863 114 295130.382 56247.5 2812.375 114 320610.75
Lower 34973.52 1748.676 171 299023.596 32214 1610.7 171 275429.7
[2]
Upper 145383.7 5815.348 120 697841.76 268553.5 10742.14 120 1289056.8
Middle 88642.56 3545.702 133 471578.366 34465.75 1378.63 133 183357.79
Lower 43029 1792.875 190 340646.25 0 0 190 0
[3]
Upper 300 60 15 900 119592 23918.4 15 358776
Middle 20800 4160 20 83200 39486.5 7897.3 20 157946
Lower 70 11.667 30 350.01 0 0 30 0
Total 2,496,069.46 7,289,261.64
Total 9,785,331.10
Legend: [1] Ramchandrapur; [2] Kamalpur; and [3] Nowdapara.
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Gap between Expectation and Convenience of Open Access Public
Toilets in Dhaka: A Cross Sectional Investigation
Syed Billal Hossain1, Russell Kabir, Md. Shahjahan2, Alauddin Chowdhury3
& S. M. Yasir Arafat
About the Author(s)
1Research Assistant, Department of Public Health, Daffodil International University, Bangladesh;
2Associate Professor and Head, Department of Public Health, Daffodil International University,
Bangladesh; 3Assistant Professor, Department of Public Health, Daffodil International University,
Bangladesh
Senior Lecturer, Department for Allied and Public Health, Anglia Ruskin University,
Chelmsford, UK. Corresponding author: Dr. Russell Kabir, Senior Lecturer in Research Methods,
Department for Allied and Public Health, Faculty of Medical Sciences, Postgraduate Medical
Institute, Anglia Ruskin University, Chelmsford, Essex, UK. Email: [email protected]
Lecturer, Department of Public Health, ASA University, Bangladesh
ABSTRACT
The aim of this study was to explore the extent of availability of open access public toilets in Dhaka
and to find out the reasons behind avoiding use of it. The is a cross-sectional study in Dhaka city
undertaken between February to May 2016. Data was collected from 384 respondents who live or
visit regularly for work in Dhaka. Semi-structured questionnaire was used in data collection through
face-to-face interviews. The availability of open access public toilets found strongly associated with
the extent of urinate/defecating in open places (p<0.001), Urinary/anal infection history (p<0.001)
and opinion of the respondents about relationship between disease and present public toilet situation
of the city (p<0.001). While more than 81 percent people replied ‘no/don’t know’ when asked about
availability of public toilets near their working places. Male respondents are almost 0.4 times more
likely to visit open access public toilets (p<0.001) than females. Around 60 percent of the
respondents share dissatisfaction with the cleanliness and over 70 percent with the indoor
environment, both are strongly significant (p<0.001) as the main reasons for avoiding open access
public toilets. Avoiding open access public toilets is also significantly related to poor water supply
system (p<0.001), soap availability (p<0.002), tissue availability (p<0.001) and feeling troubled
with room structure (p<0.001) of last visited public toilet. Unhygienic and uncomfortable
environment are common features of almost all the public toilets in the city but the situation is
clearly ignored by the authorities. The research suggests that almost all the people notify the
demand for new and much more public toilets into the city so that they can have access when they
are necessity.
Keywords:
Dhaka, open access, public toilet, urban sanitation
CITATION: Hossainm, S.B., Kabir, R., Shahjahan, Md., Chowdhury, A. and S.M.Y. Arafat (2017). “Gap
between Expectation and Convenience of Open Access Public Toilets in Dhaka: A Cross Sectional
Investigation.” Inter. J. Res. Methodol. Soc. Sci., Vol., 3, No. 1: pp. 53-61. (Jan. – Mar. 2017);
ISSN: 2415-0371.
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1.0 INTRODUCTION
Dhaka, the capital city of Bangladesh has one of the highest population growth in the world. Along
with more than 6.97 million people (BBS, 2011)Error! Reference source not found. its current
growth rate is over three per cent and bears the merit of being the fastest developing city in the
world. It accommodates more than one-third of the total urban population and about nine per cent of
the total population of the country in an area of 797 sq. km. with an extremely high population
density of 27,700 people living per square kilometer (BBS, 2011). Although, the average income is
high in Dhaka rather than other parts of the country, many people remain poor. An estimate
suggests that the poverty headcount rate was around 32 Percent in 2006. (Salma and Mehedi, 2011)
Additionally, nearly half a million migrants flow into Dhaka each year to try to make a living in the
city due to various push and pull factors and predictions show that by 2025, Dhaka will be home to
more than 20 million people larger than Mexico City, Beijing or Shanghai (Khairul, 2014).
Nearly one-third residents in Dhaka live in slums houses and most of the new migrants
choose slums firstly to live in every year. Moreover, about one million people living in the city do
not have a place to live in (SACOSAN-V, 2013). They are a floating population living in stations,
parks, market places, etc. With this massive increase in population (which already poses challenges
of overcrowding, pollution, poverty and overtaxing services), lack of planned development, the
situation has already become worse However, an estimate conducted in 2001 shows that about one-
third of the total population of Dhaka do not have access to any sanitation facilities (Salma and
Mehedi, 2011). They defecate either in roadside drains or other open places. Since there have not
been any recent, major development projects, it is likely that this situation has worsened by now.
On the other hand, a general assumption shows that at any time point during the day, about two to
three million people stay on the streets for managing their livelihoods and other daily necessities.
An estimate shows that the number of rickshaws in Dhaka Metropolitan City in 2000 was about
280,000 and it is very likely that this number has doubled in 10 years (ICDDR, B 2014). Even the
total number of people involved in rickshaw pulling alone is about one million who spend on an
average, more than five hours a day on the streets (ICDDR,B 2014). In addition, according to
different newspaper sources, more than one million people travel to Dhaka City every morning
from the neighboring areas too.
The nearly two hundred and fifty open access public toilets are existing in Dhaka city, care
not much for women nor for sanitary conditions (Salma and Mehedi, 2011). In a city where over
fifty lakh people are without proper toilet facilities, about two hundred and fifty open access public
toilets will remain for them an unreachable luxury. Open areas such as parks, pavements, waterside,
and any quiet area remain their points of relief and sources of mal-hygiene for the city. The other
fortunate half of the populace, those who have toilets in their homes and offices, also require
facilities in public places whilst shopping, working and running errands, but such conveniences are
hard to get hold of, and uncertain. UN-Water chairman Pasquale Steduto said at 2008 that, ‘The
focus on sanitation is fundamental to human beings. The MDG target on sanitation is seriously
lagging schedule. The entire UN System has a shared responsibility in mobilizing concrete actions
towards its achievement; investments must increase immediately’ (WHO and UNICEF, 2008;
Nelson et al., 2014)).
Child and gender friendly public toilets that offer private and separate toilets for boys and
girls, as well as facilities for hand washing with soap, are better equipped to attract and retain all,
especially women. Where such facilities are not available, Women often cancel their outdoor work
during menstruation. Also, girls are often withdrawn from school when they reach puberty due to
absence of proper toilet facilities. Therefore, this study wants to address following two facts about
open access public toilets in Dhaka, these are: the extent of availability and the reasons behind
avoiding use of it so that the extent of the problem can be addressed and eventual policy making to
improve the quality of life.
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2.0 METHODOLOGY
2.1 Study Origin and Design
This Cross-Sectional study was conducted in between February 2016 to May 2016. The study area
included eighteen cluster or busy zones form both the South (DSCC) and north (DNCC) city
corporations in Dhaka city. Each of these zones contains two busy spots. Generally, people of busy
areas need public toilets more than others. These cluster areas were selected for the study as these
are the busiest and most eventful areas of the city. During survey interview, informal discussions
were conducted with respondents which dealt with respondent’s experiences regarding deficiencies
in the current provisions and expectations about good quality, and inclusive healthy public toilets at
the future.
2.2 Target Respondents and Sampling Procedure: Respondents of the study were citizens living in Dhaka and those that visited Dhaka regularly (from
the cluster areas). The selected areas were the important transportation, business and administrative
areas of the city. These areas were in both the south and north city corporation of Dhaka. However,
while every selected zone contains public toilets, either Government or private owned, most of
these areas lack public toilet facilities and people were often sighted urinating at open places.
Before the main survey, a quick field visit to the selected study areas gave an idea about the
concentration of public toilet users and their characteristics. This also helped to determine how to
approach the ultimate study sample. Our target respondents were mainly the Government and
Private Service Holders, University Students, Wage laborers (Construction, Hotel and Transport
workers, Street Vendors etc) and Unemployed citizens (Retired, Housewife, and Disabled etc. of 18
years or above. Sample Size was estimated by the random sampling formula of Necessary Sample
Size (S) = z²×SD×(1-SD)÷C². There were 18 Clusters/Busy zones; 20 respondents from each
(18×20=360); with 6 other public toilets and related spot and 4 samples from each of those spots
(6×4=24) were selected to collect data. Finally, 360+24 = 384 respondents from different 42 spots
were included in the study.
2.3 Data Collection and Analysis
Semi-structured questionnaires were used to collect data on socio-demographic factors and
collective data on the feasibility of open access public toilets in the city of the users. The
questionnaires were administered through face-to-face interviews. The interviews were conducted
in the local native language (Bengali). The interview questionnaire was pre-tested and revised
before actual data collection to ensure quality. The questionnaire items included respondent’s socio-
demographic factors, Level of Demand related factors and Present feasibility related factors.
Collected data was regularly checked by the field supervisor and the principal investigator to ensure
quality and completeness of the questionnaires. The Software Package for Social Sciences (SPSS)
was used in the analysis of collected data. All factors that significantly related to the level of
demand and feasibility of open access public toilets at bivariate analysis were included in the linear
regression model at multivariate analysis (an alpha level < 0.05 was used to determine statistical
significance).
3.0 FINDINGS
A total of 384 samples were studied, of them 222 were male participants and 162 were female.
They were selected from those living in the city and those who were passing the respective zones
almost every day for their regular work or job. Socio-economic and demographic characteristics of
the respondents showed that the mean (±SD) age was 34.7 (±13.9) years. Around 31 percent of the
respondents had higher secondary education and among others almost an equal percentage shared
below primary education level. In between primary to secondary level including 15 percent of
respondents with education level of bachelor to above. Wage laborers such as, street
vendor/business, transport workers, hotel workers, construction workers etc. were the largest
(45.1%) portion of respondents followed by University students, the unemployed and government
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or private service holders. A maximum of 41.1 percent of respondents’ income was between 5,000
to 9,999 BDT, with the median of 12,000 BDT.
Findings about managing the needs of toilets or washrooms during outside of home revealed
that, almost 70 percent of them use Mosque/Office/Nearest restricted toilets. 16 percent of
respondents used toilets in markets/shopping centers. Alongside 14.6 percent of them are used to
holding their urine/excreta pressure or urinate/defecate at open places. This data frequently matched
with their last type of public toilet visited. Around 47 percent of respondents stated that their last
visited public toilet was at Mosque/office/nearest restricted toilets. 30 percent of them visited toilets
in markets/shopping centers.22.7 percent of them used open access mobile/temporary public toilets,
among them a few respondents stated that the last public toilet that they had visited was Open
access DCC public toilet. To find out the level of availability and the impact of the unavailability of
public toilets a chi-square analysis was conducted to investigate the association. A significant
association found with gender (p<0.001), age group (p<0.001) and education level (p<0.001).
Availability of open access public toilets near working place also found associated significantly
with extent of urinating/defecating at open places (p<0.001).
After being asked, approximately 95 percent significantly (p<0.03) responded that there is a
need for new and more public toilets in the city. On the question of necessity though 05 percent
participants felt that they don’t need any public toilets in their job/working areas. Not surprisingly
more than 98 percent people thought that the existing number of public toilets is not sufficient.
Relatively more than half of the respondents therefore voted to increase more than five times than
the existing number of public toilets while suggestions for five times and four times to increase the
number with 27.6 percent and 21.9 percent sequentially.
Table-1: Associations with the extent of availability of public toilet near work places Availability of public toilets near work
places
Variables Yes (%) Absent/Don’t know (%) Total (%) p-value
Overall 18.5 81.5 100
Gender
Male 14.6 43.2 57.8 0.001
Female 3.9 38.3 43.2
Age Group
Less than 30 12.5 32.2 44.7
30 to 49 5.2 29.7 34.9 <0.001
50 to above 0.8 19.5 20.3
Education level
Below than primary 5.7 20.0 25.7
Primary to secondary 5.2 21.1 26.3 0.001
Higher secondary 7.3 23.7 31.0
Bachelor to above 0.3 16.7 17.0
Occupation
Government/Private Service 3.6 16.7 20.3
Wage laborer 7.5 37.5 45.0 0.626
University Student/Unemployed 7.4 27.3 34.7
Managing toilet needs outside of home
DCC public toilet/Toilet in market 3.4 12.8 16.2
0.434 Mosque/Nearest restricted toilet 13.3 55.9 69.2
Urinate/defecate at open places 1.8 12.8 14.6
Extent of visiting open access public toilet
Rarely 9.3 46.4 55.7 0.315
Very few 9.1 35.2 44.3
Extent of urinating/ defecating at open places
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Never Do 6.0 37.8 43.8
<0.001 Rarely 3.9 26.8 30.7
More than twice in a week 8.6 16.9 25.5
Feel any necessity for open access public toilets
Yes 71 293 94.8 <0.03
No 0 20 5.20
Sufficiency of the existing number of open access public toilets
Sufficient 0 7 1.82 0.203
Not Sufficient 71 306 98.2
Demand than existing number
4 times 20 64 21.8
5 times 23 83 27.6 0.110
More than 5 times 28 166 50.6
To investigate the main reason behind avoiding using open access public toilets, a chi-
square analysis was employed. It found a significant association with gender (p<0.01) and
occupation (p<0.001). Around 60 percent of the respondents shared their dissatisfaction on the
cleanliness and over 70 percent for the environment. Both are significant (p<0.001) as being the
main reason for avoiding open access public toilets. While satisfied, respondents responded only
17.7 percent for cleanliness and 29.2 percent for indoor atmosphere. 24 percent of the participants
agreed that existing open access public toilets are very dirty places and half of them added that the
indoor atmosphere also same. Avoiding open access public toilets was also significantly related
with a poor water supply system (p<0.001), soap availability (p<0.002), tissue availability
(p<0.001) and feeling uncomfortable in the layout of the toilet. (p<0.001).
Table 2: Associations with reasons behind avoiding open access public toilets
Reasons behind avoiding public toilets
Variables Unhygienic Environment Dissatisfactory
service
Total p-
value
Overall 48.7 21.9 29.4 100
Gender
Male 31.8 12.0 14.1 58.8 0.010
Female 16.9 1.0 15.4 42.2
Occupation
Government/Private Service 13.8 4.9 1.5 20.2
Wage laborer 13.8 10.2 21.1 45.1 <0.001
University Student/Unemployed 8.1 6.7 6.8 21.6
Cleanliness of the public toilets
Satisfactory 1.6 3.6 12.5 17.7
Not Satisfactory 31.8 13.0 13.5 58.3 <0.001
Very Dirty 15.4 5.2 3.3 24.0
Indoor Atmosphere at last visit
Satisfactory 8.3 6.8 14.1 29.2 <0.001
Not Satisfactory 40.3 15.1 15.4 70.8
Water supply at last visit
Good 26.3 8.5 19.5 54.4 0.001
Collected water Jar 22.4 13.3 9.9 45.6
Soap availability at last visit
Yes 15.9 5.7 14.3 35.9 0.002
No 32.8 16.1 15.1 64.1
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Tissue availability at last visit
Yes 3.3 0.8 4.6 8.9 <0.001
No 45.3 21.9 24.1 91.1
Feels uncomfortable for indoor structure
Yes 20.6 13.3 4.9 38.8 <0.001
No 28.1 8.6 24.5 61.2
Responsible for present condition
Government authority/DCC 26.6 20.3 17.2 65.6 <0.001
Leaseholders/Service providers 20.6 0.2 12.2 34.4
Respondents of the study gave mixed responses in the consistency of holding urine/excreta
pressure. 22.4 percent of them hold their urine/excreta pressure almost every day, while 37.5
percent hold sometimes, just 26 percent hold rarely and others were hold their pressure once/twice
or more than twice in a week. Among the respondents who reported holding urine/excreta pressure,
most of them marked their duration of holding urine/excreta pressure as not more than one hour.
Around 65 percent of them hold pressure in between 30 minutes and about 35 percent of
respondents hold pressure usually between thirty minutes to one hour. Almost 40 percent of
participants do not wait to urinate/defecate at open places in case of unavailability of any type of
public toilet, although about 69 percent of total respondents had familiarity with promotional
activities to prevent open urinating/defecating. 31.2 percent could not remember or had no
awareness knowledge about the prevention of open urinating/defecating at open places.
To prioritize the main reasons for avoiding open access public toilets, respondents mostly
referred to the point of hygiene. Half of them replied that their reason for avoiding open access
public toilets was due to unhygienic conditions. Another 21.9 percent of respondents expressed
their uneasiness with the environment around and 29.4 percent mentioned that they were not
satisfied with the services and/or do not want to pay money for using open access public toilets.
Respondents who expressed their unwillingness to pay money, also added some reasons to explain
why. Such other reasons included being situated far from the job/working places and dissatisfaction
with the public toilet services. A small percentage said that the open access public toilets are not
safe or felt insecure to visit there.
Table-3: Logistic Regression analysis with the extent of visiting open access public toilets of
respondents as dependent variable
Variables Coefficient
(ß)
p – value Odds
Ratio
95% CI for Exp. (ß)
Lower Upper
Gender
Male -0.951 <0.001 0.386 0.237 0.629
Female
Occupation -0.409 0.012 0.664 0.482 0.915
Cleanliness of the public toilets 0.140 0.522 1.150 0.750 1.764
Indoor Environment at last visit
Satisfactory
Not Satisfactory -0.744 0.012 0.475 0.266 0.850
Feels trouble with room structure
Yes 1.423 <0.001 4.149 2.492 6.909
No
Reasons behind avoiding open access
public toilets
-0.016 0.827 0.984 0.851 1.138
Responsible for present condition -0.087 0.467 0.917 0.725 1.159
Constant 2.418 0.042 11.223
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Logistic regression analysis considering the extent of visiting open access public toilets of
respondents as dependent variable and gender, occupation, cleanliness, room atmosphere and
feeling trouble with room structure, reason for avoiding public toilets and opinion about responsible
for present condition as independent variables. The table estimates that male respondents are almost
0.4 times more likely to visit open access public toilets (p<0.001) than females. Occupation is also
significantly associated with the extent of visiting open access public toilets. It also shows that,
opinion about indoor environment of last visited public toilet defer by almost 0.5 times for not
satisfactory than satisfactory (p<0.05). Also, whom are visit open access public toilets rarely, they
are around 2.5 times more uncomfortable with indoor structures (p<0.001).
4.0 DISCUSSION
In Bangladesh, urinating/ and defecating in open places is not very common. However, in Dhaka
city urinating in open places by men is quite a common practice. This does not happen only because
of habit or illiteracy; it is practically difficulty to access a public toilet. Most of the toilets were
established by Dhaka City Corporation (DCC) more than twenty years ago with a very limited
feature of services. The total number of existing public toilets in working condition in the city is
around 5,000 (including DCC authorized and non-governmental open access public toilets) but for
almost 6.97 million (BBS, 2011) people of the city those are surprising in number and about 480
open access public toilets made this issue harder (Salma and Mehedi, 2011). A research project
named “Transparent Chennai” in India revealed that, there are only 714 public toilets in the city of
Chennai, for a population of 46.81 lakhs (Transparent Chennai, 2011). Another study in Nairobi of
the Water and Sanitation Program published that Most of Nairobi’s 138 public toilets were built
during the colonial era or soon afterwards. They are now owned by the Nairobi City Council
(NCC), but for a variety of reasons they have received little maintenance or management attention
for the last 20 years and many are in a very unhygienic, barely functioning state (WSP, 2004).
The availability of public toilets within the city is less than the amount needed. Several
significant associations with availability of open access public toilet was found in this study, such
as extent of urinate/defecating at open places (p<0.001), Urinary or anal infection history (p<0.001)
and about relationship between disease and present public toilet situation of the city found
significant association (p<0.001). While more than 81 percent people replied, absent or don’t know
when asked about availability of public toilets near their place of work. It affects regular city life as
other different studies revealed that, Toilet limitations significantly restrict people’s mobility in
cities and their ability to take part in public life. “Ensuring public toilet provision is available to
everyone can be considered essential to removing a serious barrier to wider participation in public
life” (Knight and Bichard, 2011). A recent Survey of public toilets among the residents, workers
and visitors in Cambridge suggested that, about 29% respondents stated that they were very likely
and 35% respondents somewhat likely to use a public toilet nearby a city building, if they were in a
commercial square. A maximum of 79% of respondents felt the greatest need for public toilets is
near main city square ‘Harvard’ and about 40% of respondents also seek public toilets near different
parks.
To explore the level of demand among respondents found significant association between
extent of availability of open access public toilets and respondents’ opinion regarding Extent of
urinating/ defecating at open places (<0.001). Around 95 percent respondents responded that there
is a need for more and new public toilets near their place of work and it also significantly associated
with the extent of availability (<0.03). "Sanitation is a cornerstone of public health. Improved
sanitation contributes enormously to human health and well-being, especially for girls and women.
We know that simple, achievable interventions can reduce the risk of contracting diarrheal disease
by a third." said WHO Director-General Dr. Margaret Chan. (WHO and UNICEF, 2008) and Ann
M. Veneman, Executive Director of UNICEF said, “The absence of adequate sanitation has a
serious impact on health and social development, especially for children. Investments in improving
sanitation will accelerate progress towards the Millennium Development Goals and save lives”
(WHO and UNICEF, 2008; Bhardwaj et al., 2013; Jeratagi et al., 2017).
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Cleanliness and indoor atmosphere of the open access public toilets, are both significant
(p<0.001) as reasons for avoiding open access public toilets. Avoiding open access public toilets
also related with poor water supply system, soap availability, tissue availability and feeling trouble
with indoor structure of last visited open access public toilets. About 24 percent of the participants
agreed that existing open access public toilets are very dirty places and over 70 percent respondents
expressed dissatisfaction at the atmosphere. A Toilet survey study in2011 in Singapore (RAS, 2011)
signified that, most of the respondents felt that the rating of toilets should be made compulsory.
About half were very unhappy or unhappy with users’ efforts while most remained neutral about
owner’s efforts and government intervention. The respondents of that study were happiest about the
effort of cleaners and about half felt that users are most responsible for keeping the toilets happy
followed by owners and cleaners. Regarding the need for improvement, respondents ranked toilet
cleanliness first followed by its maintenance and design and they also felt that toilets remained dirty
mainly because of irresponsible users. “Evidence indicates that inclusively and well-designed
neighborhood outdoor spaces positively contribute to people’s health and quality of life” (Aspinall
2010; Yimam et al., 2014).
It was also observed that there were some mismanagement functions of public toilets,
mostly in the places of excessive gathering. Male respondents are almost 0.4 times more likely to
visit open access public toilets (p<0.001) than females. Along with mismanagement an insecure
environment is also common in public toilets of Dhaka city. Security for Women and Children
(when guardian visits the public toilet) can rarely be seen and among the surveyed public toilets
about half of those have no “Women Section”.
5.0 CONCLUSION
The Study findings show that about most of respondents have knowledge about sanitation and
demerits of urinating/defecating at open places. But also, the male respondents are used to urinating
in open places. This is one of the main reasons for air pollution in the city and near about half of the
respondents feel sick due to diarrheal disease in last six months. Due to non-maintenance, after long
time use of open access public toilet in unhygienic condition, bacteria make their homes in toilet
and hard-pressed to get sick. There is a crying need for more public toilets for a populous city like
Dhaka. The research suggests that almost all the people notify the demand for new and much more
public toilets into the city. They also share their experiences about inaccessibility and necessities of
public toilets. Unhygienic and uncomfortable environment are common features of almost all the
public toilets in the city but the situation is clearly ignored by the authorities.
REFERENCES
Anthony, K. H. and Dufresne, M. 2007. Potty parity in perspective: gender and family issues in
planning and designing public restrooms. Journal of Planning Literature. 21, pp. 267–294.
Aspinall, P., Ward-Thompson, C., Alves, S. and Sugiyama, T. 2010. Preference and relative
importance for environmental attributes of neighborhood open space, Environment and
Planning B: Planning and Design. 37, pp.1022–1039.
Bangladesh Bureau of Statistics. 2011. Population & Housing Census-2011.
Bhardwaj, A. et al., 2013. A Community based cross sectional study on use of sanitary latrines in a
rural setup in Maharashtra. healthline, 4(1), pp.89–93.
Cambridge Public Health Department.2014. Public toilets survey: Cambridge Residents, Workers &
Visitors – 2013. [Online] Available at: www.cambridgepublichealth.org/publications/2013-
Public-Toilets-Survey-Cambridge-Residents-Workers-&-Visitors--Summary-Report.pdf
[Accessed 27 June 2016].
Fifth South Asian Conference on Sanitation. 2013. Bangladesh Country Paper. [Online] Available
at: www.buet.ac.bd/itn/publications/sector-documents/documents/Bangladesh-Country-Paper-
(SACOSAN-V).pdf [Accessed 6 May 2016].
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Greed, C. H. 2004, Public toilets: the need for compulsory provision, Proceedings of the Institution
of Civil Engineers–Municipal Engineers. P.77–85. International Centre for Diarrheal Diseases Research, Bangladesh (ICDDR,B,) and WaterAid Bangladesh,
2014. Bangladesh National Hygiene Baseline Survey-2014 (Preliminary Report).
Jeratagi, S., Kumar, Y. & Mallapur, M.D., 2017. Awareness about sanitary toilets in a rural area of
north Karnataka, India: a cross sectional study. International Journal of Community Medicine
and Public Health Int J Community Med Public Health, 44(2), pp.363–369.
John Hopkins Medicine Health (JHMH) Library, 2015. Bladder and Bowel Dysfunction. [Online]
Available at:
http://www.hopkinsmedicine.org/healthlibrary/conditions/kidney_and_urinary_system_disorder
s/bladder_and_bowel_dysfunction_134,113/ [Accessed 27 June 2016].
Islam, K. 2014. Making public toilets work. Available at:
http://www.watercentre.org/services/events/wash2014/attachments/presentations/a4.-md-
khairul-islam/at_download/file [Accessed 14 March 2016].
Knight, G. and Bichard, J. 2011. Publicly Accessible Toilets: An Inclusive Design Guide.
Nelson, K.B. et al., 2014. User Perceptions of Shared Sanitation among Rural Households in
Indonesia and Bangladesh D. W. Dowdy, ed. PLoS ONE, 9(8), p.e103886.
Restroom Association of Singapore (RAS), 2011. Toilet survey study-2011. [Online] Available at:
www.toilet.org.sg/docs/npsurvey.pdf [Accessed 3 March 2016].
Shafi. S. A. shafi and Imam, A.M. 2011. Making public toilets work: An assessment of public toilets
in Dhaka city.
Simpson C, 2000. Judges deny potty parity. Chicago Sun-Times, 4 August, page 3.
Transparent Chennai. 2011. Public toilets in Chennai – issue brief report [Online] Available
through: www.transparentchennai.com/wp-content/uploads/2011/05/Public-Toilets-
Transparent-Chennai-Issue-Brief.pdf [Accessed 27 June 2016].
Water and Sanitation Program (WSP) 2004, From Hazard to Convenience: Towards Better
Management of Public Toilets in the City of Nairobi. WHO and UNICEF, 2008. Poor Sanitation threatens public health. [Online] Available at:
http://www.who.int/mediacentre/news/releases/2008/pr08/en [Accessed 16 March 2016].
Yimam, Y.T., Gelaye, K.A. & Chercos, D.H., 2014. Latrine utilization and associated factors
among people living in rural areas of Denbia district, Northwest Ethiopia, 2013, a cross-
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NEUROGAME
An Alternative and Complementary Method
in the Teaching and Learning Process of Neuroanatomy Fernando Silva Ribeiro,
Bárbara Oliveira Soares,
Iara Feitosa dos Santos,
& Edivaldo Xavier da Silva Júnior
About the Author(s)
Students in Physiotherapy, University of Pernambuco – UPE, BR 203, Km02, s/n, CEP 56328-
903, Petrolina, PE, Brazil.
Professor, University of Pernambuco – UPE, Departament of Physiotherapy, University of
Pernambuco – UPE, BR 203, Km 02, s/n, CEP 56328-903, Petrolina, PE, Brazil. For email
correspondence: [email protected]
ABSTRACT
The aim of this study was to manufacture board games, using materials of low cost, as a playful
tool, alternative and complementary in the process of teaching and learning practical of
Neuroanatomy.The study was a research-action, descriptive and exploratory, developed at the
Human Anatomy Laboratory of the University of Pernambuco (UPE), Petrolina, from February to
November 2016. The games were manufactured by three monitors of the Neuroanatomy discipline,
with supervision of the responsible professor. To manufacturing of the games have utilized low-cost
materials such as: Styrofoam sheet, A4 paper, paper scissors, glue, paintbrush, fabric inks and
biscuit, Microsoft Office Word software 2010 version and printer.Seven board games were
systematically manufactured, which deal the macroscopic and morphofunctional aspects of the
spinal cord, brain stem, diencephalon, telencephalon, vascularization, peripheral nervous system
and structures of difficult practical study, such as reticular formation and the afferent and efferent
great ways.The production of board games with low cost materials has shown to be a simple,
possible and inexpensive process, but it requires cautious execution during the stages. In this way, it
was conceivable to develop a new playful, alternative and complementary tool for the practical
teaching and learning of Neuroanatomy.
Keywords:learning, teachingmaterials, experimental games, neuroanatomy
JEL Code: [See JEL Code sheet for classification, if applicable]
CITATION: Ribeiro, F.S., Soares, B.O., Santos, I.F., Da Silva Júnior, E.X. (2017). “Neurogame: An Alternative
and Complementary Method in the Teaching and Learning Process of Neuroanatomy.” Inter. J.
Res. Methodol. Soc. Sci., Vol., 3, No. 1: pp. 62 – 71. (Jan – Apr 2017); ISSN: 2415—0371
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1. INTRODUCTION
Human Anatomy (HA) is an essential discipline for the formation of students in the health
area(Kruse, 2004). The study of this discipline involves the understanding of the nomenclature and
location of the specific structures of the human body, correlating them with their functions(Braz,
2009). Part of Human Anatomy, Neuroanatomy studies the morphofunctional aspect of the
structures that make up the Human Nervous System and its relations with the environment
(Machado and Haertel, 2014).
The study of Neuroanatomy usually involves the use of theoretical and practical classes,
which in the last one, it is essential the use of cadaveric material, allowing the student to relate what
is studied on the theory and the books, with the materials on the laboratories. In addition, its use is
important to strengthen the ethical-humanistic aspects and contribute to the formation of future
professionals in the area of health(Costa and Lins, 2012).
However, the conservation costs and the laws in Brazilian legislation make it difficult to
obtain and maintain cadaveric material to be used in the human anatomy laboratories of higher
education institutions, thereby compromising the teaching and learning process of the
discipline(Melo and Pinheiro, 2010; Pontinha and Soeiro, 2014).
This process is difficult with regard to Neuroanatomy, since the programmatic content is
extensive; The teaching material is, sometimes, insufficient for the number of students; The visual
repulsion and the odor caused by the use of formaldehyde allied with the idea of death, in some
cases, generates stress, anxiety and fear associated to the practical study; And, the memorization of
complex structures and nomenclatures occasionally makes learning monotonous and
discouraging(Fornaziero et al., 2003, Azambuja Montes andSouza, 2010,Silva Júnior et al., 2014,
Anyanwu, 2014,Silva e Oliveira and Furtado, 2015).
Thus, it is necessary to elaborate and apply new methods and materials that summarize
improvements in pedagogical practices for teaching and learning of Neuroanatomy(Fornaziero et
al., 2003), like educational games. These can be defined as the use of playful principles to promote
learning, the acquisition of knowledge and skills(Cain and Piascik, 2015). The use of board games,
as a complementary tool, is an alternative that can facilitate the understanding of the theoretical
class and promote a greater interest of the student by the practical class(Orlando et al., 2009),
promoting a more attractive and dynamic learning(Arruda and Sousa, 2014).
Some alternatives, like the use of prossected pieces, anatomical models manufactures,
didactic scripts, softwares and board games have been showing an effective in the active
involvement of students during classes and, consequently, a more dynamic learning(Abdulmajed et
al., 2015; Aburahma and Mohamed, 2015; Akl et al., 2007; Moraes et al., 2016).
In this sense, it is important to manufacture board games, since these can be used as a
playful tool in the teaching and learning process to promote the critical and reflective performance
of the students and facilitate the consolidation of knowledge, from the resolution of
problems(Anyanwu, 2014).Thus, they allow to involve the morphofunctional neuroanatomics
aspects, like a climbing in teaching and an emerging technology that possibly will have an impact
on the formation of critical-reflexive professionals with a creative profile for the different
situations(Anyanwu, 2014; Silva e Oliveira and Furtado, 2015,Silva et al., 2014).
Thus, the manufacture of these board games, which can be used during the practical classes
of Neuroanatomy, is an alternative method that, used in consonance with the corpses(Calazans,
2013), to facilitate the teaching and learning process; Promote self-learning; Clarify difficulties in
learning content; Encourage active participation; Acquire new information; As well as improving
long-term retention and clinical application of knowledge; And finally be an important learning
tool(Gibson and Douglas, 2013, Anyanwu, 2014, Abdulmajed et al., 2015, Aburahma and
Mohamed, 2015).
Alternative methods that promote the teaching of Neuroanatomy in a playful way are an
important aid in their learning, since it is a complex curricular component and with a vast
nomenclature to be apprehended by future health professionals. In this way, the objective of this
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study was to create board games, using materials of low cost, as a playful tool, alternative and
complementary in the process of teaching and practical learning of Neuroanatomy.
2. DATA & METHODOLOGY
The study was action research, descriptive and exploratory, developed at the Human Anatomy
Laboratory of the University of Pernambuco (UPE), Petrolina, in the period from February to
November 2016. The production was carried out by three selected students-monitors of the Program
of Academic Strengthening of the UPE (PFAUPE) for the disciplines of Locomotor Apparatus
Anatomy, Systemic Anatomy and Neuroanatomy of the Physiotherapy course.
2.1. Board game manufacture
For the preparation of the board games were used low-cost materials like Styrofoam sheet, A4
paper, paper scissors, glue, paintbrush, fabric paints, biscuit (figure 1), Microsoft software Office
Word 2010 version and printer. In addition, the elaboration of the questions for the games was
based on consultations carried out in Neuroanatomy books indicated in the discipline schedule.
Three pins of different colors were manufactured with biscuit to represent the participants; a
Styrofoam was coated with A4 paper; the manufacturing of the board was used Styrofoam as base,
colored with the use of brushes and fabric inks; the question cards, board boxes, and pictures were
formatted in Microsoft Office Word 2010 software and printed on A4 paper.
The board houses were glued in the board in a sequential way, the images used for
questions, while the question cards were glued on card stock and coated with plastic tape on the
edges to make them more rigid and preserved. The board houses are related to the four types
different questions developed for the game: "Who am I?"; "Direct question"; "True or false?",
"Image", "Pass" and "Advance two houses".
The games approach the morphology and function of the structures that compose the Human
Nervous System. The playful material was used during practical classes and shifts of the discipline
of Neuroanatomy for students of the first semester of the Physical Therapy course, presenting a
good acceptance, but the impact of this material on their performance was not evaluated in this
study.
3. FINDINGS & DISCUSSION
3.1. Findings
The manufacturing of board games was a process with simple steps, but requiring prudent
execution. The process began with the consultation in books, text and atlas of Neuroanatomy, in
order to strengthen the theoretical reference utilized to formulate the questions. In this stage, for
each board, questions were developed at different levels, low, medium and high difficulty. Thus, the
playful and challenging character of the games were consolidated.
These questions were formatted on standard-size cards (4.21inx2.91in) using the Microsoft
Office Version 2010 software. With the same dimensions were formatted the figures that made up
the back of the question cards, that identified them as to the type of question, among the four types
developed for these games.
The houses of the trail of the boards were formatted with the same software, with standard
dimensions of 2.36in x 2.16in and the images selected from the internet or books. In this stage full
attention was necessary, because the size patterns must be respected for the playing cards, game
houses, and the images present dimensions that allow their visualization and, due to the large
number of these models per board, the errors and disproportionate measures may occur. After, the
formatting material was printed on A4 paper.
Styrofoam sheets were painted with brushes and fabric paints on the upper and lateral sides
(Figure 2). The cutouts of the board houses and the selected images were glued onto the board,
completing their preparation. For questions cards, more extensive part of the process because they
needed to be glued one at a time, used cardboard, the same size, to provide them with greater
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rigidity. In addition, after the elaboration of these cards adhesive tape was used to cover their edges,
aiming to increase the material durability.
In this way, it was possible to construct seven board games (figure 3), which approach the
macroscopic and morphofunctional aspects of the spinal cord, brainstem, diencephalon,
telencephalon, central nervous system vascularization and structures of difficult practical study,
such as reticular formation and the great afferent and efferent ways, as shown in figure 4.
The manufacturing of the games was made in a systematic way, starting from the
elaboration of the questions to the preparation of the board (figure 5). It has shown to be simple and
fast, whereas the construction of the questions cards, board houses and pictures consisted of the
longer and meticulous steps.
3.2. Discussion
The development of educational games is essential for innovation and diversification of the
teaching and learning process. The constant use of traditional teaching methods become the study
discouraging to the student, since they sometimes consider the study of Human Anatomy and
Neuroanatomy as decorative.
Thus, board game is a playful and complementary method that can be integrated with the
traditional teaching methods of these disciplines(Anyanwu, 2014), aiming to potentiate attractive
and dynamiclearning(McCarroll et al., 2009).
For Fornaziero, Regina and Gil (2003) the use of these games generate enthusiasm and
motivation throughout the learning, becoming attractive educational process for the students. This
method involves active participation and the development of skills like interaction between
participants, encouraging the exchange of knowledge. Thus, it presents a great importance in the
development of critical thinking and in the collective resolution of problems, essential skills for the
practice of health professionals, as stated by Gibson and Douglas (2013).
From this perspective, the use of games in the teaching and learning process has impacts on
the training of students in several aspects. The inclusion of these games in the curriculum of the
disciplines presents positive results, not only in the cognitive aspect, but also in the interactional
behavior and the development of abilities. As Alk et al. (2007) shown that this tool has great
potential to promote learning in the various domains: cognitive, affective and psychomotor.
In addition, other studies have evaluated the impacts and effectiveness of the use of games
in the training of students, and have presented results that corroborate positive impact of the use of
games as a teaching tool(Gibson and Douglas, 2013, Anyanwu, 2014, Abdulmajed et al., 2015,
Aburahma and Mohamed, 2015). According to these studies, students have developed skills such as
creativity, feeling more motivated in the competitions and challenges posed by the game, gaining
greater understanding and retention of the contents for long time, as well as allowing easy
identification of key ideas and content with smaller and lager domain.
In this way, the student ceases to be passive in the teaching and learning process and it
becomes the protagonist, while the professor ceases to play the main role and becomes the mediator
of this process.
Generozo, Escolano, and Dornfeld (2007) proposed a board game about the
Human Anatomy and Physiology of the systems, for students of the 2nd year of High School and
verified greater acquisition and fixation of the contents, highlighting the use of this tool in a
complementary way to the other methods of teaching. These studies corroborate the benefits and
positive impact that the games promote in student learning, according to the literature analyzed,
corroborating with Anyanwu's (2014) study.
The manufacture of board games for teaching and learning in higher education is still an
underdeveloped practice. Thus, there is scarceness of studies in the literature that deal about
production process them. The Anyanwu's study (2014) is the only one, until then in the literature
that presents the development and application of a board game on Human Anatomy as a
complementary tool in Higher Education. In his study, the author manufactured a zoned board:
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“General Road”, “The Vascular Street”, “The Osteologyand Muscular Avenue” and “Nerve Lane”,
according to the content approached.
On this there were question-cards with specific problems according to the zone of the board.
In addition, the game had a bank with a fictitious coin drawn up for its applicability, distributed at
the beginning of the game to the players, in identical amounts. However, this study focuses on the
constituents of the game, the rules and the evaluation of the perception of the students regarding the
use of this tool in pedagogical practice, but does not refer to the materials used to make it, as well as
its accessories.
The present study produced 7 board games describing the whole procedure adopted, which
was also possible to manufacture 600 question-cards, according to the topics covered in
Neuroanatomy discipline. In addition, the detailing of the steps, and to know the low costs materials
used to manufacture them, is essential, allowing researchers, teachers and students to produce,
develop and use their own materials as a way to retain and complement the contents worked in the
classroom.
On the other hand, board games are commonly used as a learning tool in elementary school.
In their study, Silva et al. (2014) developed a board game on the theme "Fundamentals of Ecology"
for students in the 3rd year of High School, and showed the importance of its use for learning, as
well as the relevance of implementing this method of teaching to traditional and expository methods
on the pedagogical practice of others disciplines.
The elaboration of board games, from the use of materials of low cost becomes the
educational tool cheaper. In this sense, it is worth emphasizing the importance of developing these
games with this type of material, making them accessible for both professors and students.
For the Neuroanatomy discipline, the literature presents a scarceness studies on the board
games manufacture used as a complementary tool in the its teaching and learning practical process.
In this perspective, it is necessary to develop more studies on the preparation of board games for
Human Anatomy and Neuroanatomy, as well as the evaluation of students' efficacy and perception
regarding their application.
4. CONCLUSION
The manufacture of board games, using low-cost materials, proved to be a simple, possible and
accessible process, but it requires prudent execution during the stages. It presents great relevance by
showing other pedagogical material to be used in the teaching-learning process of the
Neuroanatomy discipline, since they are easy to handle and make it suitable for students and
professors.
Thus, it was conceivable to develop an alternative and complementary tool to the traditional
method of practical teaching of Neuroanatomy. However, the literature presents a scarceness studies
related to the manufacture of this type of pedagogical material. Therefore, it is necessary to develop
new studies that explore the stages and materials used to make board games, in order to contribute
to the process of retention of learning. In this sense, new games can be developed, customized, for
different disciplines. Despite being one more tool in the process of teaching and learning in the
human morphology area, the use of the corpse is essential in this process, and the tool produced is
complementary on the process.
Based on the analyzed literature it was perceived that this type of tool is widely used in basic
education, leading us to believe that its use in higher education will obtain similar results, given the
presence of the playful enabling the teaching and learning process, and encouraging the instinct of
competition. With this, students cease to be passive agents in process one, and become the builders
of themselves knowledge.
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ACKNOWLEDGEMENTS
The authors would like to thank for the financial support of the Academic Enhancement Program at
the University of Pernambuco (PFAUPE), dedicated to the promotion of teaching, research and
extension, and researchers at the of Study and Research Laboratory in Human Anatomy
(LABEPAH), UPE, Petrolina.
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APPENDIX 1
Schemes and Figures
Figure 1.Low cost materials used for the manufacture of board games
Figure 2.Low cost materials used for manufacturing the game.
Figure 3.Manufactured neurogame exemplary.
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Figure 4. The diagram shows the contents approached in each seven board games.
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Figure 4. Steps for manufacturing the seven board games.
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