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Journal of Mechatronics, Automation and Identification Technology Vol. 5, No. 4, pp. 1 11, 2020. This paper is selected from V International Conference MECHANICAL ENGINEERING IN XXI CENTURY, Niš, December 9-10, 2020. 1 Access to Measuring and Balancing of Enterprise's Key Performance Indicators Rado MAKSIMOVIĆ University of Novi Sad, Faculty of Technical Sciences, Novi Sad, Serbia [email protected] AbstractMeasuring performances business processes nowadays, has become routine practice in enterprises that have adopted quality management system according to ISO 9001 standard requests, since that is one of the key requests of that standard. On the other hand, in recent scientific literature the term "Key Performance Indicators (KPIs)" is introduced, primarily as a tool for enterprise’s market performance analysis. However, reviewing the mentioned literature as well as insight into practical use in the enterprises have shown that measuring and analyzing enterprise’s performances doesn’t have a systematic approach, and that there is a large number of different models in use. Rarely, one can find a business field where Key Performance Indicators model has been brought to the level of standardization. This paper is about establishing a comprehensive, systematic model of enterprise’s performances identification and their measuring methods through appropriate key indicators, according to the existing models, a step forward was made in terms of suggesting the way of reaching the satisfying level of performances balance, by putting them into Balanced Scorecard. The method of constant monitoring over the performances is implied (over their indicators), as well as the case study. KeywordsEnterprise, Performance, Key Performance Indicators, Balanced Scorecard, Monitoring I. INTRODUCTION Today, enterprise performance indicators are defined as Key Performance Indicators (KPIs) and represent measures that reflect the company's performance based on quantified objectives. KPIs are used in intelligent business to assess the real situation in the company and determine the basic directions of management in the future. In addition to numerical, they include "difficult to measure" quantities such as the benefits of marketing, development and other functions or parameters that measure the characteristics of employees - innovation, charisma, commitment, helpfulness, satisfaction... The original application of KPIs is in determining an organization’s strategy and measuring progress in achieving goals (for example, when using appropriate management techniques such as the Balanced Scorecard). The essential application of KPIs is reflected in the establishment of criteria for their own supervision over the characteristics - performance of the company. However, in the case when, in a certain field of activity, these indicators are brought to the level of standardization, then they determine the market position - rating and basis for comparison with competing companies. II. PERFORMANCE INDICATORS - A BRIEF REVIEW OF THE LITERATURE The January 2004 edition of Industry Week [1, 2] includes two articles on manufacturing that include “Key performance indicators”. Both articles deal with the measurement and rank measures of manufacturing industrial areas, whereby standardized measures (KPIs) and comparison criteria in the form of 3 categories have been established: Low performance, the company is in the "last 25%", Average performance as a "mediocre position", and High performance, the company is in the "top 25%". Performance data and specific criteria for assessing the degree of goodness of the company are given in Tables I - VI and are recommended as an opportunity to establish "good practice in production" to assess their own results and compare with leaders in the field. TABLE I SUPPLY CHAIN PLANNING Key Performance Indicators Bottom 25% Median Top 25% Cash-to-cash cycle time (days) 90 56 30 Total inventory turn rate 3.2 6.0 10.0 Production schedule attainment 77% 90% 97% Cost of Quality - percent of annual revenues 3.1% 0.7% 0.1% TABLE III NEW PRODUCT DEVELOPMENT Key Performance Indicators Bottom 25% Median Top 25% Percent of sales pf previous year products 10% 15% 25% Time to market (days) 258 150 60 Products launched on budget 50% 75% 90% Products launched on time 30% 60% 86% Percent R&D cost for new products 3% 25% 50%

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Page 1: Access to Measuring and Balancing of Enterprise's Key

Journal of Mechatronics, Automation and Identification Technology Vol. 5, No. 4, pp. 1 – 11, 2020.

This paper is selected from V International Conference MECHANICAL ENGINEERING IN XXI CENTURY, Niš, December 9-10, 2020. 1

Access to Measuring and Balancing of Enterprise's

Key Performance Indicators Rado MAKSIMOVIĆ

University of Novi Sad, Faculty of Technical Sciences, Novi Sad, Serbia

[email protected]

Abstract— Measuring performances business processes

nowadays, has become routine practice in enterprises that

have adopted quality management system according to ISO

9001 standard requests, since that is one of the key requests

of that standard. On the other hand, in recent scientific

literature the term "Key Performance Indicators (KPIs)" is

introduced, primarily as a tool for enterprise’s market

performance analysis. However, reviewing the mentioned

literature as well as insight into practical use in the

enterprises have shown that measuring and analyzing

enterprise’s performances doesn’t have a systematic

approach, and that there is a large number of different

models in use. Rarely, one can find a business field where Key

Performance Indicators model has been brought to the level

of standardization. This paper is about establishing a

comprehensive, systematic model of enterprise’s

performances identification and their measuring methods

through appropriate key indicators, according to the existing

models, a step forward was made in terms of suggesting the

way of reaching the satisfying level of performances balance,

by putting them into Balanced Scorecard. The method of

constant monitoring over the performances is implied (over

their indicators), as well as the case study.

Keywords— Enterprise, Performance, Key Performance

Indicators, Balanced Scorecard, Monitoring

I. INTRODUCTION

Today, enterprise performance indicators are defined

as Key Performance Indicators (KPIs) and represent

measures that reflect the company's performance based on

quantified objectives.

KPIs are used in intelligent business to assess the real

situation in the company and determine the basic

directions of management in the future. In addition to

numerical, they include "difficult to measure" quantities

such as the benefits of marketing, development and other

functions or parameters that measure the characteristics of

employees - innovation, charisma, commitment,

helpfulness, satisfaction...

The original application of KPIs is in determining an

organization’s strategy and measuring progress in

achieving goals (for example, when using appropriate

management techniques such as the Balanced Scorecard).

The essential application of KPIs is reflected in the

establishment of criteria for their own supervision over the

characteristics - performance of the company. However, in

the case when, in a certain field of activity, these indicators

are brought to the level of standardization, then they

determine the market position - rating and basis for

comparison with competing companies.

II. PERFORMANCE INDICATORS

- A BRIEF REVIEW OF THE LITERATURE

The January 2004 edition of Industry Week [1, 2]

includes two articles on manufacturing that include “Key

performance indicators”. Both articles deal with the

measurement and rank measures of manufacturing

industrial areas, whereby standardized measures (KPIs)

and comparison criteria in the form of 3 categories have

been established:

Low performance, the company is in the "last 25%",

Average performance as a "mediocre position", and

High performance, the company is in the "top 25%".

Performance data and specific criteria for assessing the

degree of goodness of the company are given in Tables I -

VI and are recommended as an opportunity to establish

"good practice in production" to assess their own results

and compare with leaders in the field.

TABLE I SUPPLY CHAIN PLANNING

Key Performance

Indicators

Bottom

25% Median

Top

25%

Cash-to-cash cycle time

(days) 90 56 30

Total inventory turn rate 3.2 6.0 10.0

Production schedule

attainment 77% 90% 97%

Cost of Quality - percent

of annual revenues 3.1% 0.7% 0.1%

TABLE III NEW PRODUCT DEVELOPMENT

Key Performance

Indicators

Bottom

25% Median

Top

25%

Percent of sales pf

previous year products 10% 15% 25%

Time to market (days) 258 150 60

Products launched on

budget 50% 75% 90%

Products launched on

time 30% 60% 86%

Percent R&D cost for

new products 3% 25% 50%

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2

TABLE IIIII PROCUREMENT

Key Performance

Indicators

Bottom

25%

Median Top

25%

Supplier lead time

(days) 28 14 7

On-time delivery 80% 90% 95%

Purchases from certified

vendors (% of total

spend)

40% 75% 90%

Direct materials sourced

outside the country 2% 10% 25%

TABLE IVV CUSTOMER ORDER MANAGEMENT

Key Performance

Indicators

Bottom

25% Median

Top

25%

Percent of total sales

orders without

intervention

0.0% 15.0% 30.0%

Total annual sales orders

delivered on time 85.0% 93.0% 97.5%

Percent of annual sales

orders not fulfilled on

tim

5.0% 2.0% 0.0%

Customer retention rate

over the past three years 80.0% 90.0% 95.8%

TABLE V LOGISTICS

Key Performance

Indicators

Bottom

25% Median

Top

25%

Customer order-to-

delivery time (days) 14 7 3

Supplier delivery dock-to-

stock cycle time (hours) 12 4 2

Customer order pick-to-

ship cycle time (hours) 10 4 2

Order fill rate 90.3% 97.7% 99.0%

Total logistics costs as a

percentage of sales 10% 4.3% 2.0%

TABLE VI MANUFACTURING

Key Performance Indicators Median Top 25%

Average wage for production

employees ($/hour) $13.00 $15.50

Annual sales per employee $ 150,000 $ 220,000

Raw material turns

(COGS/Average raw material) 11.6 22.0

Work-in-Progress turns

(COGS/Average value WIP) 16.0 38.2

Finished Goods Turns (COGS/

Average Value Finished Goods) 12.0 25.0

Total Inventory Turns (COGS/

Av. Value of Total Inventory) 8.0 13.0

Asset Turn Ratio

(COGS/Average Assets) 2.5 4.0

Return on Invested Capital 13.5 25.0

The previous tables indicate the effort made to

establish comparison and ranking criteria, but also the

absence of a systematic approach in establishing generally

applicable benchmarking rules.

As evidence of insufficient systematicity in

considering key performance through standardized

indicators - KPIs, Figures 1-4 show original examples of

reports in the production and distribution of oil and gas [3],

and Figures 5-7 in the field of education [4].

Fig. 1 KPI: COD (chemical oxigen demend)

Fig. 2 KPI: Water

Fig. 3 KPI: Energy

Fig. 4 KPI: CO2 from energy

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Fig. 5 KPI: Total Enrollment

Fig. 6 KPI: Undergraduate 6-Year Graduation Rate

Fig. 7 KPI: Degrees and Certificates Awarded

Table 9 contains the "pioneering" proposal of the KPI

for technical faculties in Serbia, created as a result of

research on the student and teacher population [5].

TABLE VIII KEY PERFORMANCE INDICATORS IN EDUCATIONAL ACTIVITY (KPIS PROPOSAL FOR TECHNICAL FACULTIES IN SERBIA)

No

Common indicators

KPI

Code Indicator name Rank S Rank N

1 C07 Laboratory capacities 1 1

2 C23 Availability of information on the Website 2 19

3 F03 Networking with foreign faculties 14 2

4 C17 Professional practice 3 12

5 C19 Organization of teaching 4 3

6 E01 Scope of cooperation with the economy 4 23

7 C11 Computer equipment capacities 5 8

8 D01 The volume of investment in scientific research 11 6

9 C20 Interpersonal relations 7 13

10 E02 Joint research projects with the economy 21 7

11 C18 Student research work 24 9

12 C13 Classroom capacity and equipment 12 18

13 C16 Availability of teaching staff 10 20

14 F01 Possibility of student exchange with foreign faculties 25 10

15 C22 Capacity of student services 13 15

16 C12 Library capacity 15 24

17 F02 Joint study programs with foreign faculties 18 16

No

Students Teachers

KPI

Code Indicator name

Rank

S

Rank

N

KPI

Code Indicator name

Rank

N

Rank

S

1 F10 Employment in international companies 6 30 F06 International projects with foreign faculties

5 29

2 G10 Employment in regional companies 8 35 F09 Scientific papers in international

journals 11 56

3 C05 The amount of funds for teaching 9 28 F04 Foreign students' interest in enrollment 14 32

4 G09 Professional practice in regional companies

16 39 F07 Visiting professors from abroad 17 31

5 E03 Trainings and courses for companies 17 31 G07 Interest in enrollment 21 30

6 C06 Possibility to use the Internet 19 26 C21 Scope of student exchange 22 28

7 C02 Possibility of employment 20 54 C09 Teaching group size 23 45

8 E04 Teacher's experience in economics 22 33 F05 Earnings from international research projects

25 54

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The practice of establishing a system for monitoring

the parameters that reflect the quality of business

operations of the company is widely accepted. The main

motive of the company for the establishment of such a

system is the need for management structures to have and

timely use data on all relevant characteristics (parameters)

of individual processes and systems - the company as a

whole in decision making. The term can be understood in

a timely manner in terms of the need for management

action online, ie in real-time, but also in terms of making

decisions whose effect is long-term, such as decisions on

strategy selection, work program changes, investment and

other similar decisions.

The process of establishing a system for monitoring the

parameters of the quality of business operations of the

company runs separately and almost independently in

different areas of activity. Despite the obvious contribution

to managerial practice, it can be stated that this approach

is characterized by:

isolated comparisons of the quality of the company's

business with itself in different periods, based on

their own, most often subjective criteria,

elaboration of branch criteria for a certain area of

activity for the purpose of comparison with oneself

in time and comparison with the average in the

region, country and with the leader, based on criteria

that are important for that activity,

elaboration of systemic, general criteria for

determining the competitive ability of a company.

One of the contributions is the adoption of generally

valid international standards in the field of quality - ISO

9000 series standards. These standards require

organizations of all types to establish and implement their

approaches to measuring and continuously improving

process performance. Unfortunately, attention is focused

on the quality of individual processes, ie on measures of

the quality of parts of the system, and not the whole.

The theoretical basis is insufficient - there are no

models for monitoring the parameters of business quality

of the company which would establish a standardized

System for providing Key Performance Indicators (KPIs).

The Key Performance Indicators (KPIs) system should,

with its continuity of application and up-to-dateness of

data, improve the approach to enterprise management,

replacing the approach in which occasional "campaigns"

of data collection, processing and analysis using

appropriate methods and techniques provide the basis for

decision making.

III. BALANCED SCORECARD

- A BRIEF REVIEW OF THE LITERATURE

The lack of integrativity of the process model of

measuring the performance of the company as well as its

limitation to predominantly measurable process

parameters has caused saturation - a relatively limited

range in improving the business characteristics of the

company.

In the era of industrialization, companies created value

by using physically tangible assets (land, buildings,

equipment and supplies), that is, by transforming it into

products. Research shows that today the book value of

tangible assets is at the level of 10-15% of the market value

of the company.

Today, the value of physically intangible resources is

growing significantly and intangible assets are becoming

the main source of competitive advantage. The most

valuable intangible assets relate to consumer relations,

employee skills and their knowledge and organizational

culture focused on innovation, problem-solving and

general business improvement [6].

The decline in the relative importance of tangible assets

has led to a decline in the importance of technical and

financial measures of company quality and business

success. The synthesized technical and financial indicators

do not include intangible assets and do not have the role of

targeting profitable areas.

The system, which complements conventional

technical and financial reporting and appropriate

benchmarks as drivers of future performance, was created

under the name Balanced Scorecard (BSC) [7]. The results

of successful global companies show that the Balanced

Scorecard approach is a framework that allows the strategy

to be operational - to become a day-to-day business and an

ongoing process in the enterprise.

Performance measures, according to the Balanced

Scorecard concept, are derived from the company's vision

and strategy. Target performance and its criteria are

defined from four perspectives (Fig. 8):

1. Financial perspective,

2. Customer perspective,

3. Perspective of internal processes and

4. Learning and development perspective.

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Fig. 8 Perspectives of the Balanced Scorecard concept

The Balanced Scorecard concept, viewed as a tool to

ensure the necessary and sufficient performance of the

company, contains, as shown in Figure 6, the following

basic elements:

a) BASIS, which comes down to strategic planning for

the future of the company, is determined by its mission.

The mission and basic values that the company's

employees believe in are information that describes the

projected position of the company in the future - the

vision.

Vision is the basis for formulating a company's

strategy. Clearly set target performance and their

benchmarks (via BSC) are the basis for identifying

strategic initiatives and decisions that translate into

business plans. In this way, the translation of the

mission into concrete, projected outcomes are ensured:

satisfied owners and consumers, effective processes,

trained and motivated employees. The process is

shown in Fig. 9.

Fig. 9 The basis of the Balanced Scorecard concept

b) PERSPECTIVES, which should provide the

management structure (company management) with

data and information on the following elements:

b.1) FINANCIAL PERSPECTIVE

Creating value for owners is an outcome that any

business strategy should achieve. A comprehensive, long-

term indicator of success, such as Economic Value Added

- EVA, is usually chosen. This is followed by cash return

on investments, various variations of discounted cash

flow, etc. However, regardless of the measure of financial

success, companies increase their economic value through

two approaches: revenue growth and increased

productivity, which opens a very wide space for choosing

the right financial parameters - performance and measures

- criteria for success.

Note: It is necessary to emphasize, however, that the

"financial perspective" of business can be viewed more

broadly, not only from the point of view of business

owners, especially when the BSC approach is used in the

analysis of the business of special types - public, state and

similar. Then, other indicators of success can be included

in this perspective - oriented to knowledge about the

general benefit of the company for the wider environment

- society. In that sense, the perspective marked as

"financial", in the analysis of the quality of the company's

performance, is extended to a set of general business

indicators (success) of the company for which Top

Management is in charge.

b.2) CUSTOMER PERSPECTIVE

It consists of evaluating the relationship between

companies and customers/users of products and services,

which is a first-class task of marketing and commercial

functions.

Success indicators in these areas are reflected in the

quality of market-related elements of the strategy in

general terms - market participation and feedback related

to orientations in terms of quality and volume of exchange,

development of work programs and/or entry into new

markets, as well as operational relations - measured by the

current volume and value of exchange and, in particular,

the satisfaction of customers (users, consumers) of

products and services.

"Customer perspective" is built into many approaches

that deal with the problem of company success - marketing

mix, leadership, "differentiation", cost leadership and

others, and is certainly in the first place in the process

model of measuring company performance.

In that sense, the "customer perspective", in the

analysis of the quality of the company's performance,

refers to the set of business (success) indicators for which

the functions of marketing and commercial business are in

charge.

Note: It is necessary to note, however, that the "consumer

perspective", although one of the most important sets of

information about the company, in the concept of BSC

unjustifiably stands out from the other side of the market

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relationship - and that is the supplier market. It must be

borne in mind that the enterprise-environment relationship

is integral and that relations with suppliers of materials

and services must be placed on the same level of

importance as relations with customers/users/consumers.

B.3) PERSPECTIVE OF INTERNAL PROCESSES

This perspective, in the original form of the BSC

concept, is defined in a simplified way - as a common way

of controlling the parameters of individual processes,

primarily referring to operational processes. In some, less

economically based interpretations, this perspective

extends to notions of the type:

Innovation processes (invention, product

development, speed of delivery to the market),

Consumer management processes (solution

development, customer service, customer

relationship management, advisory services),

Operational processes (supply chain management,

production efficiency, cost reduction, quality

improvement, reduction of production cycle time,

better capacity management),

Processes related to the regulatory environment

(health, safety, ecology and society).

Note: It is obvious that many "interpreters" of the BSC

concept intend to "bypass the problem" of the quality of

internal processes in the company instead of solving it!!!

It is clear that the aforementioned set of enterprise quality

parameters cannot be interpreted as dependent and less

significant, and especially not as a non-systemically

determined structure of "process characteristics" which is

beyond the basic idea of "balance of parameters and

indicators" of an enterprise. Therefore, the parameters of

individual processes - far more broadly defined in the

process approach to measuring the performance of the

company, are the basis for integration into the general

model of this type.

b.4) LEARNING AND DEVELOPMENT

PERSPECTIVE

Theoretically, the least processed, and therefore the

especially challenging area of the BSC concept is the

stated perspective. This perspective, in the original sense,

defines the following three categories of intangible assets

that are necessary for the implementation of the company's

strategy:

Strategic competencies: skills and knowledge - the

ability of employees to support strategy,

Strategic technologies: information system,

databases - necessary to support the strategy,

Organizational climate: cultural changes that will

provide motivation and authority to employees to

implement the strategy.

Note: Considerations regarding the perspective of the quality of

the company's internal processes have indicated the unsystematic

interpretation of the original BSC concept. Strategic

technologies, information systems, databases and support

technologies are additionally and completely unjustifiably

included in the perspective of "learning and development". It is

necessary, in order to create a real innovative climate in the

company, to isolate these concepts of a technical nature from the

approach to knowledge management and the parameters of

organizational and cultural behavior of employees in the

company.

c) APPLICATION OF BSC MODEL

Practical implementation of the Balanced Scorecard

concept, suggests the need to adjust to the nature and

characteristics of the case (the area of business, size of the

company, etc.), as shown in Fig. 10.

In the practical implementation of the application of

the Balanced Scorecard concept is necessary to identify

key performance indicators for companies in all four areas

of observation, with the clearly outlined need that

measures of these areas of observation are standardized to

a level that ensures the needs of the company - without

"burdening" with the concepts of financial, technical or

nonfinancial.

Fig. 10 Development of the Balanced Scorecard concept - adapted [7]

IV. PROCESS MODEL OF ENTERPRISE'S PERFORMANCE

MEASUREMENT

The quality management system, according to the

requirements of international standards in the field of

quality - ISO 9000, is based on a process approach in

management, which requires:

identification of all processes that have an impact on

the quality of products and business as a whole,

determining the necessary documented information

for the functioning of the process,

determining the objectives of the process and the

limits of tolerances,

determining the necessary resources for the

functioning of the process - documentation, human

and infrastructural,

Page 7: Access to Measuring and Balancing of Enterprise's Key

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defining process performance - as a basis for

monitoring the functioning of the process and

defining measured values (criteria) - the limit of

permissible deviations as a basis for evaluating the

quality of the process.

The process analysis methodology is based on the

definition that a process is a set of interrelated activities

that convert input elements into outputs using appropriate

resources (Fig. 11).

Fig. 11 Basic process definition

Different techniques can be used for a detailed analysis

of process performance. A suitable tool is the "process

map" which contains basic information about the process

necessary for a later detailed elaboration of the rules of

process implementation according to the ISO 9001

standard.

V. CASE STUDY - APPLICATION OF KEY PERFORMANCE

MODEL IN AN INDUSTRIAL COMPANY

Model for the measurement of key performance

indicators is applied on the real example of a complex

industrial company with different areas of activity for a

period of one year [8].

The structure of the identified processes in the analysed

complex industrial company is shown in Table IX.

TABLE IX PROCESSES IN A GIVEN COMPLEX COMPANY

Process of Planning and analysis

Process of Human Resource Management

Process of business legal regulation

Process of quality insurance

Process of marketing

Process of sales

Process of supply

Process of finance and accounting

Process of developing products and services

Process of applying IT

Process of production of bauxite

Process of production of non-metals

Process of production of construction materials

Process of machine production

Process of processing of agricultural products

Process of freight traffic

Process of long-distance traffic

Process of passenger traffic

Process of construction services

Process of catering services

Process of storing

Process of maintenance

Process of managing measuring equipment

Process of employees safety

Process of securing buildings and property

A. The process model of performance measurement

In this Case Study is applied the highly accepted in the

literature, technique - „mapping process“. In this sense,

the map of key performances of the process was used for

conducting the process analysis, checking the developed

model for measuring the key performance indicators of the

company, in this case, for all internal processes. In

continuation presented are developed a map of the key

performances for the supply process selected as an

example, shown at Figure 12. For the selected process in

the company the following key performance indicators of

the processes were defined:

IQN - Index of quality of supply;

IZP - Index of submission of requests for the offer;

IPO - Index of submission of supplier’s offer;

IZN - Index of supply delays.

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Fig. 12 Map of key performance of supply process

The information system provides an overview of the

process KPI´s in a defined time period (month, quarter,

year), including the possibility of obtaining a review of the

process, organizational units, employee and business

partner. The system limit the reviewing of information in

accordance with the authorization of a system user,

through the personalization of content.

The user accesses the system, the system performs its

identification, records the user’s activity, and then takes

the appropriate data from the business processes records

based on them calculates KPI´s for the corresponding

processes. Finally, the system displays the process

performance to the user.

In figures 13-18 are shown the obtained key

performance indicators of supply and selling processes for

the observed company, the sample in the year 2014 [9].

Fig. 13 Valuation of the supply process for the year 2014

Page 9: Access to Measuring and Balancing of Enterprise's Key

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Fig. 14 Valuation of the selling process for the year 2014

Fig. 15 Data of KPI´s supply process for the year 2014

Fig. 16 Data of KPI´s selling process for the year 2014

Analyses of the presented results of measuring the

supply and selling processes goals in the sample industrial

company indicate the state of performances of individual

processes, and they are used as input for the process of

reviewing the company effectiveness by the management,

which secures information for improving the performances

of the company as a whole. Practically, the analysis of

measurement the process goals allows the identification of

"critical points" in each process based on lower of key

performance indicators of the process, and then it allows

comparing to the planned and the performance of

competing companies, so as to thereby identify areas for

process improvement. Analysis of the results provides a

possibility to establish the root causes of existing or

potential problems, and thus represents a source for

initiating corrective and preventive measures.

Fig. 17 Valuation of the supply process for period Jan. - Dec. 2014

Fig. 18 Valuation of the selling process for period Jan. - Dec. 2014

Availability of information indicating the status of the

process directly or indirectly, as already noted, is the

requirement for taking action to improve process

performance.

B. Balance Scorecard in a real industrial enterprise

In this industrial company a system of managing

performance and goals is established, i.e. a system for

making, measuring and control of achieving the goals.

Access to the concretization of key performances of the

process in the case of a joint-stock company (Fig. 19) [8], is based on experiences in the application of process

approach according to ISO 9000 standards.

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Fig. 19 The balanced scorecard concept adapted to the joint-stock

company

C. A new view at the "learning and development

perspective"

There are different interpretations of the "learning and

development perspective" in the application of the BSC

approach to balanced monitoring of key indicators of

enterprise quality: from simple considerations related to

the number and structure of employees in the company and

the related problem of "degree of utilization - burden" of

employees, to the analysis of data and information related

to innovation, intellectual capital and other, significant

indicators, which are indicators of the quality of "internal

processes" in the company.

Given the marked inconsistency in literature sources

and in practical applications, the approach was accepted

that "learning and development perspectives" essentially

signify the quality of a company's human resources.

In this sense, the defined performance of the company

seen from the "perspective of learning and development"

shown in Figure 14, harmonized with the eleven-year

research of the so-called cultural dimensions carried out

within the world-renowned "GLOBE PROJECT" [10, 11],

and based on previous research by G. Hofstede, given in

[12].

The basic hypothesis set in the mentioned research is

that the organizational culture in the company is connected

with a group of special and in a special way measurable

parameters. Simply put, we want to prove that different

cultures do not have the same standards in the way they

lead and manage, but that people are greatly influenced by

the culture of the environment in which they live.

For the sake of comparability of results, a research

method was adopted with an elaborated "tool" for research,

which included determining the characteristics that

"measure" the cultural dimensions and organizational

behaviors of employees in the company. This tool includes

nine so-called "cultural dimensions" of employees, shown

in table X.

TABLE X NINE "CULTURAL DIMENSIONS" OF EMPLOYEES

1.

Power distance

4.

Collectivism

(institutional)

7.

Gender

egalitarianism

2.

Uncertainty

avoidance

5.

Collectivism (in

group)

8.

Future

orientation

3.

Humane

orientation

6.

Assertiveness

9.

Performance

orientation

The first thing to notice is that the tool for measuring

the characteristics of organizational culture has been

expanded in relation to some earlier research (for example

Geert Hofstede's 4 cultural dimensions), and that is

because it was necessary to investigate the overall

organizational culture, ie the behavior of all employees.

Secondly, it can be seen that all 9 mentioned measures are

descriptive - qualitative, ie non-numerical, and that was a

special problem for the research procedure. A special

problem is the interpretation of the mentioned terms due to

the possibility of comparing the obtained results.

In order to establish an "independent tool for

measuring" the dimensions of organizational behavior, a

unique scale was introduced (Fig. 20) which translates the

different responses related to each individual dimension

into numerical data. This scale includes the translation of

descriptive performance into numerical - from 1 to 7, but

each number of this scale is assigned an interpretation of

the respondent's answer, and this interpretation represents

the degree of explicit acceptance of a particular answer -

from 1 - Greatly Non-Assertive (not) to 7 - Greatly

Assertive (yes). In between are the answers: 2 - Somewhat

Non-Assertive, 3 - Sightly Non-Assertive, 4 - Neither

Assertive nor Non-Assertive, 5 - Sightly Assertive, 6 -

Somewhat Assertive.

Fig. 20 Scale for translating quality employee performance into a

numerical expression

The described new view on the “learning and

development perspective” was applied to the same

company observed in the case study in this chapter. In the

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11

research, all employees in the company were surveyed,

650 of them.

A summary of all dimensions of organizational

behavior for the observed company is shown in Fig. 21.

Fig. 21 Summary overview of the organizational behavior dimension in the observed company

VI. CONCLUSIONS

The survey, whose results are presented in this paper,

represents a concrete contribution to the application of

management methods intended for measuring the business

success of the complex industrial enterprise. An important

component of the developed model, which measures the

success of the business by reaching the strategic goals, are

the quality characteristics of processes and key

performance indicators of process, which are again the

base for an industrial company to learn and implement

changes according to the experience from the past.

Starting from the findings that have been reached in

this study, it is possible to draw conclusions that point to

such a solution which should ensure a way of settling

problems that occur in the system of establishing and

managing key performance indicators used to measure,

monitor and manage business performance in the

industrial company, in other words, determining the actual

level of interdependence between the achieved quality of

individual processes and indicators of the effectiveness of

the entire business enterprise. Achieving the integrity of

certain perspectives or areas of the model of the key

performance of the industrial enterprise processes makes it

possible to get insight into the important indicators of

actual business results of the enterprise, and determine

which business processes should be improved and how to

impact on their future design.

Also, research in the framework of this study has

shown that it is possible to establish a standardized system

of criteria - parameters (performance) of the process,

which in required and sufficient measure reflects the

process effectiveness and the overall success of the

industrial enterprise. A general model of key process

performance is developed as a suitable tool for measuring

and analysis of key performance indicators of work

processes in industrial enterprises.

Automating the collection and processing of necessary

data and information in the company provides more

accurate, more complete and more up to date information

related to the manner of keeping records on the processes

implementation, especially when these records are

governed by appropriate procedures.

Thus, the performance measurement process focuses

on a short period, it enables analysis on time and efficient

way to resolve inconsistencies with the goals of process

improvement, products/services and overall company

results.

Applied solutions presented in this paper directly link

IT resources with business goals of the organization,

helping the organization to build connections with

customers and suppliers, and internal links of

organizational units, allowing more accurate, more

complete and more accurate information, crucial for

making quality decisions, and at the same time supporting

key business processes through the increased availability

of information which significantly influences increasing

the total effectiveness of the company.

REFERENCES

[1] Drickmamer, D., TIES THAT BIND: IndustryWeekValue Chain

Study revelas manufacturers' struggle to add value from product

development to delivery, Industry Week, January 2004, p. 49.

[2] Drickmamer, D., TICK TOCK IW/MPI Census of Manufacturers shows challenges, reality and, yes, even optimism, Industry Week,

January 2004, p. 20.

[3] 2005 Unilever Environmental and Social Report, Unilever US, Inc,

USA, 2005.

[4] Missouri Department of Higher Education (MDHE),

https://mis.missouristate.edu/KeyPerformanceIndicators/ (19. 10.

2020)

[5] Tasic, N., Delic, M., Maksimovic, R., Lalic, B., Cukusic, M.,

Selecting Key Performance Indicators in Universities – Academic perspective, Proceedings of XVII International Scientific

Conference on Industrial Systems (IS'17), Novi Sad, Serbia,

October 4–6, 2017, pp. 518-521.

[6] Kaličanin, Đ.: Balanced Scorecard i strategijski fokusirana organizacija - okvir za uspešnu operacionalizaciju strategije i

njenu implementaciju u informatičkoj eri, Economic Annals No

158, pp. 169-187, July 2003 - September 2003.

[7] Kaplan, R. S., Norton, D. P.P.: The Balanced Scorecard - Measures that Drive performance, Harvard Business Review -

HBR January-February 1992, 71-80, 1999.

[8] Djuric, Z., M., Maksimovic, R., Measuring and Analysis of the

Key Performance Indicators in an Industrial Enterprise Applying Information System, Proceedings of BALCOR 2013, Belgrade &

Zlatibor, 7-11 Septe., 2013, pp. 69-78.

[9] Tasic N., Djuric Z., Malesevic D., Maksimovic R., Radakovic N.:

Automation of Process Performance Management in a Company, Technical Gazette, 2018, Vol. 25, No 2, pp. 565-572.

[10] Cornelius, N. G. G: Leadership Style Variations Across Cultures,

GroveWel Global Leadership Solutions LCC, Pensylvania, USA,

2007.

[11] Cornelius, N. G. G: Worldwide Differences in Business Values and Practices, GroveWel Global Leadership Solutions LCC,

Pensylvania, USA, 2007.

[12] Hofstede, G.: Cultures and Organisations: Software of the Mind,

McGraw Hil, London, 1991