chapter v investment behaviour and...
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CHAPTER V
INVESTMENT BEHAVIOUR AND SATISFACTION
When the investors are investing in the share market it is said that,
they are emotional rather than rational in most of the occasions. The dynamics
of the investment process, culture, and their relationship with the share broker
can significantly improve the decision-making process, resulting investment
performance and satisfaction. The investment behaviour and satisfaction of
investors were analyzed and the results are discussed in this chapter.
5.1. SOCIO-ECONOMIC CHARACTERISTICS OF INVESTORS
The socio-economic characteristics of the investors such as gender,
educational qualification, occupation, income, nativity of the investors, nature
of their investment, factors for choosing their share broker and average
monthly transactions were analyzed and the results are discussed in the
following sub-headings.
5.1.1. Gender of Investors
Researchers conclude that men were more willing to take
financial risks than women; example Hawley and Fujii (1993-1994), Sung
and Hanna (1996), and Xiao and Noring (1994). The present research also
goes along with the earlier researches, with the evidence that only 22 per cent
of the share market investors are women. The distribution of gender of
investors was analyzed and the results are presented in Table 5.1.1.
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Table-5.1.1. Distribution of Gender of Investors
Gender Frequency Per Cent Chi-Square
Value
Sig
Men 351 78.000.01
0.02Women 99 22.00Total 450 100.00SD 178.1
Source: Primary and Computed Data
From the above table, it is clear that about 78.00 per cent are men
while the rest of 22.00 per cent are women. The results reveal that more
number of men is investing in the share market. Since the risk taking attitude
is less for women they are mostly away from the stock market. The Chi-
Square value of 0.01 is significant at five per cent level indicating that there is
a significant difference among the gender of investors.
5.1.2. Age of the Investors
The risk tolerance of the investors are very much associated with
their age Morin and Suarez (1983) concluded that an average risk aversion
increased with age measured by the ratio of risky assets to total wealth. It has
been widely assumed and reported that older individuals have less time to
recover financial losses than do younger individuals, which has led to the
assumption that older investors tend to have lower risk tolerances than
younger investors. The distribution of age of investors was analyzed and the
results are presented in Table 5.1.2.
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Table-5.1.2. Distribution of Age of Investors
Age(Years) Frequency Per Cent Chi-Square
Value
Sig
<30 70 15.56
0.03 0.02
31-40 276 61.3341-50 81 18.00>50 23 5.11
Total 450 100.00
SD 111.865
Source: Primary and Computed Data
From the results, it is observed that about 61.33 per cent of
investors belong to the age group of 31-40 years followed by16 percent of the
investors in the age group of 41-50 years. The investors belongs the age group
of less than 30 years is 15.56 per cent and finally the investors belong the age
group of more than 50 years is 5.11 per cent. The research also identified that
most of the investors belong to the age group of 31-40. The research ensures
that there is a close association between age and investing in stock market.
The Chi-Square value of 0.03 is significant at five per cent level indicating
that there is a significant difference among the age group of investors.
5.1.3. Educational Qualification of the Investors
Higher levels of education allow the investors to assess risk and
benefits more carefully than someone with less education. Higher education
has been found to encourage risk taking (MacCrimmon & Wehrung, 1986),
and as such investment managers assume that, the increased levels of
education are associated with increased levels of risk tolerance while
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investing in stock market. The distribution of educational qualification of the
investors was analyzed and the results are presented in Table 5.1.3.
Table-5.1.3. Distribution of Educational Qualification of Investors
Educational
Qualification
Frequency Per Cent Chi Square
Value
Sig
Secondary 21 4.70
0.04 0.03
Higher Secondary 47 10.40Under Graduation 145 32.20Post Graduation 219 48.70
Doctorate 18 4.00Total 450 100.00
SD 88.685
Source: Primary and Computed Data
From the results, it is apparent that majority of investors ie. 48.70
per cent are post graduates followed by under graduation 32.20 per cent,
higher secondary 10.40 per cent; secondary education 4.70 per cent and 4.00
per cent investors are doctorate. The research reveals that most of the stock
market investors are well qualified. The results also indicate that there is a
positive relationship between educational qualification and share market
investment. The Chi-Square value of 0.04 is significant at five per cent level
indicating that there is a significant difference among the educational
qualification of investors.
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5.1.4. Occupation of the Investors
The occupation of the investors was analyzed and the results are
presented in Table 5.1.4.
Table-5.1.4. Distribution of Occupation of Investors
Occupation Frequency Per Cent Chi-Square
Value
Sig
Accountant 23 5.10
0.11 0.03
Lawyer 19 4.20Auditor 22 4.90Banking 66 14.70Business 56 12.40
Central Government 34 7.60Doctor 14 3.10
Insurance 33 7.30Teaching 46 10.20
Real Estate 33 7.30State Government 57 12.70
Telecom 47 10.40Total 450 100.00
SD 16.774
Source: Primary and Computed Data
The results indicate that 14.70 per cent of investors are having their
occupation in banking sector followed by the State Government employees
12.70 per cent, business people 12.40 per cent, telecom employees 10.40 per
cent and respondents in teaching profession 10.20 per cent.
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The results also show that the occupation of investors is varied
ranging from the Central Government employment 7.60 per cent to doctor
profession 3.10 per cent. The rest of the investors are having the occupation
of insurance and real estate 7.30 per cent, accountant 5.10 per cent, auditor
4.90 per cent and lawyer 4.20 per cent.
The Chi-Square value of 0.11 is significant at five per cent level
indicating that there is a significant difference among the occupation of the
investors. The distribution of occupation of investors is depicted in Figure-
5.1.4.
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5.1.5. Marital Status of the Investors
The investor’s marital status is an important factor in distinguishing
among levels of investor’s risk tolerance, for two reasons. According to
Roszkowski et al., (1993) the single individuals have less to lose by accepting
greater risk compared to married individuals who often have more
responsibilities for themselves and their dependents. The distribution of the
marital status of the investors was analyzed and the results are presented in
Table 5.1.5.
Table-5.1.5. Distribution of Marital Status of Investors
Marital Status Frequency Per Cent Chi Square
Value
Sig
Married 403 89.600.02 0.03Unmarried 47 10.40
Total 450 100.00
Source: Primary and Computed Data
The results show that majority of the investors (89.60 per cent) are
married while the rest of 10.40 per cent of the investors are unmarried. The
research reveals that more number of married investor’s are interested in
investing in the share market, since the Indian share market is well regulated
and safe for them to invest.
The Chi-Square value of 0.02 is significant at five per cent level
indicating that there is a significant difference among the marital status of
investors.
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5.1.6. Annual Income of Investors
Investment in stock market involves huge risk and hence it is
obvious that not all the income group will take the risk. In 1976, Blume
conducted a thorough examination of risk-taking behavior of stock market
investors, using a combination of data obtained from a large random sample
of investors (N = 1,015) and an exhaustive research review, and concluded
that stockholders with annual gross incomes of $50,000 or more were willing
to take more investment risks than those with lower incomes. The present
research also reveals that about 88 per cent of the investors are in the income
group of 2 to 6 lakhs. The distribution of annual income of investors was
analyzed and the results are presented in Table 5.1.6.
Table-5.1.6. Distribution of Annual Income of Investors
Annual Income
(Rs. in Lakhs)
Frequency Per Cent F-
Value
Sig
< 2.00 17 3.78
11.542 0.03
2.01-4.00 196 43.564.01-6.00 200 44.44
> 6.00 37 8.22Total 450 100.00
Source: Primary and Computed Data
From the results, it is apparent that about 44.44 per cent of the
investors belong to the income group of Rs. 4.01-6.00 lakhs followed by
Rs.2.01-4.00 lakhs income group is 43.56 per cent, more than six lakhs 8.22
per cent and less than two lakhs 3.78 per cent. The results shows that most of
the share market investors belong to the income group of 2 to 6 lakhs. It was
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also found that low income category people are not willing to invest in the
share market.
The F- value of 11.542 is significant at five per cent level
indicating that there is a significant difference among the annual income of
the investors and the graphical representation is depicted in Figure-5.1.6.
Figure-5.1.6. Distribution of Annual Income of Investors
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5.1.7. Annual Family Income of Investors
The distribution of annual family income of investors was analyzed
and the results are presented in Table 5.1.7.
Table-5.1.7. Distribution of Annual Family Income of Investors
Annual Family Income (Rs in Lakhs)
Frequency Per Cent F- Value Sig.
< 3.00 34 7.56
10.984 0.02
3.01-5.00 200 44.445.01-7.00 192 42.67
> 7.00 24 5.33Total 450 100.00
Source: Primary and Computed Data
It is clear that about 44.44 per cent of investors belong to the annual
family income group of Rs. 3.01-5.00 lakhs. This is followed by the investors
belong to the income group of Rs.5.01-7.00 lakhs 42.67 per cent, less than
three lakhs 7.56 per cent and finally the investors belonging to the income
group of more than seven lakhs 5.33 per cent.
The F- value 10.984 is significant at five per cent level indicating
that there is a significant difference among the annual family income of
investors.
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5.1.8. Family Size of Investors
The family size of investors was analyzed and the results are
presented in Table 5.1.8.
Table-5.1.8. Distribution of Family Size of Investors
Family Size Frequency Per Cent F- Value Sig.
Three 21 4.70
11.986 0.04
Four 128 28.40Five 188 41.80Six 94 20.90
Seven 19 4.20Total 450 100.00
Source: Primary and Computed Data
The results show that about 41.80 per cent of the investors have
five members in their families. This is followed by the investors with four
family members 28.40 per cent and then the investors with six members in
their families 20.90 per cent. From the table we can observe that this is
followed by investors with three members in their family 4.70 per cent and
finally investors with seven members in their families 4.20 per cent. The
research reveals that most of the investors are having 4 to 6 family members.
The F-value of 11.986 is significant at five per cent level indicating
that there is a significant difference among the family size of investors.
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5.1.9. Native Area of Investors
The distribution of native area of investors was analyzed and the
results are presented in Table 5.1.9.
Table-5.1.9. Distribution of Native Area of Investors
Native Area Frequency Per Cent Chi Square
Value
Sig.
Rural 213 47.30
0.02 0.03Urban 237 52.70
Total 450 100.00
Source: Primary and Computed Data
The results show that the majority of the investors (52.70 per cent)
belong to urban area while the rest 47.30 per cent of the investors belong to
rural area. The various advancements in Information Technology have
favored everyone to invest in the share market irrespective of the place where
they are. The internet based trading system has paved a path to a large number
of rural population to participate in the stock market.
The Chi-Square value 0.02 is significant at five per cent level
indicating that there is a significant difference among the native area of
investors.
5.1.10. Investors Experience
In recent years, the stock market has seen substantial increase in
retail investor’s participation. Experiences of the investors in share market
help them to take quick and accurate decision, which is very much needed for
the stock market investment.
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Financial products investors often purchase investment products by
drawing on experience or through the investment appraisal process (Harrison,
2003). Therefore, past investment experience and expertise of the investors
provide them risk awareness and investment avenues. The success or failure
of the past investment experience influences the investors towards risk and
risk perception, and further affects the decision-making behavior (Kathleen
Byrne (2005).
Table-5.1.10. Distribution of Experience in Share Market of the Investors
Year Experience in Share
Market
Investment Experience
Frequency Per Cent Frequency Per Cent
Up to 1 year 22 4.90 37 8.221 to 3 years 154 34.22 186 41.333 to 5 years 245 54.44 191 42.45
Above 5 years 29 6.44 36 8.00Total 450 100.00 450 100.00
SD 107.146 87.782
Source: Primary and Computed Data
The results indicate that about 54.44 per cent of investors have the
experience of 3 to 5 years in the share market followed by the investors with 1
to 3 years experience 34.22 per cent, above 5 years of experience 6.44 per
cent and finally 4.90 per cent investors are having 1 year experience in share
market investment. The results indicate that more numbers of investors are
well experienced.
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The results show that about 42.45 per cent of the investors have the
investment experience of 3 to 5 years. This is followed by the investment
experience of 1 to 3 years 41.33 per cent, up to 1 year 8.22 per cent and above
5 years 8.00 per cent. The research reveals that most of the investors are well
experienced. The above analysis also reveals that the experienced investors
are more confident while investing in share market than the inexperienced.
5.1.11. Nature of Investors and Investment
The investors may be of two type one is investors in primary
market the other is investors in secondary market. Primary market is the
market where shares are offered to investors by the issuer company to raise
their capital. Many people enter the share market as an investor. They buy and
hold securities, hoping that they will appreciate in value. In other words, they
are always looking for the market to go up. The typical investor aims to buy
low and sell high to make a profit.
Secondary market is the market where stocks are traded after they
are initially offered to the investor in primary market (IPO's etc.) and get
listed to stock exchange. Secondary market comprises of equity markets and
the debt markets. Secondary market is a platform to trade listed equities,
while Primary market is the way for companies to enter in to secondary
market.
The share brokers normally deal with two types of customers one is
traders they may be fulltime or part time traders and the other is investors.
Stock traders usually try to profit from short-term price volatility. Traders are
market participants who purchase shares in a company with a focus on the
market itself rather than the company's fundamentals. They try to make profit
as early as possible.
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Market participants include individual retail investors, institutional
investors such as mutual funds, banks, insurance companies and other
financial institutions. A retail investor may be a regular trader, regular
investor, occasional trader, and occasional investor, investor in primary
market only, investor in secondary market only and investor in both primary
and secondary market. The distribution of nature investment of investors was
analyzed and the results are presented in Table 5.1.11.
Table-5.1.11. Distribution of Nature Investment of Investors
Nature of Investment Frequency Per Cent Chi-Square
Value
Sig
Regular Trader 256 56.90
0.06 0.03
Regular Investor 51 11.30Occasional Trader 34 7.60Occasional Investor 25 5.60Investor in Primary Market Only 24 5.30
Investor in Secondary Market Only 3 0.70
Investor in both Primary and Secondary Market 57 12.70
Total 450 100.00
SD 86.432
Source: Primary and Computed Data
The results indicate that 56.90 per cent of investors are regular
traders followed by investors in both primary and secondary market 12.70 per
cent, regular investors 11.30 per cent, occasional trader7.60 per cent,
occasional investors 5.60 per cent, investors in primary market only 5.30 per
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centand investors in secondary market 0.70 per cent. The Chi-Square value
0.06 is significant at five per cent level indicating that there is a significant
difference among the nature of the investment of the investors
5.1.12. Association with Present Share Broker
The distribution of association with the present share broker by
investors was analyzed and the results are presented in Table 5.1.12.
Table-5.1.12. Distribution of Association with Present Share Broker by
Investors
Association with
Present Share Broker
Frequency Per Cent Chi-Square
Value
Sig.
Up to 1 year 63 14.00
0.03 0.03
1 to 3 year 194 43.103 to 5 year 163 36.20
Above 5 year 30 6.70Total 450 100.00
SD 78.420
Source: Primary and Computed Data
From the results, it is clear that about 43.10 per cent of investors
have an association of 1 to 3 years with the present share broker followed by
investors with 3 to 5 years association 36.20 per cent, up to 1 year 14.00 per
cent and above 5 years 6.70 per cent. Most of the investors are having long
term association with the present share brokers.
The Chi-Square value of 0.03 is significant at five per cent level
indicating that there is a significant difference among the association with the
present share broker by investors.
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5.1.13. Transactions with other Share Brokers
The share brokers need to posses high skill and strategic thinking in
order to satisfy the investors. The research reveals that many share broker’s
lake in some of the important skills which are essential for them to be
successful. Following are the general skills and personality traits required for
the stock brokers, capacity for independent work, excellent communication,
mathematical and analytical skills, working capacity in a hectic pressured and
constantly changing environment, aptitude for research and financial writing,
basic computer skills, making important decisions quickly, extensive
knowledge of the finance industry, maturity and confidence when dealing
with people, networking in order to recruit clients, willingness to be
transferred to other branches, keeping abreast of understanding economic
conditions and trends.
The distribution of transactions with the other share brokers by the
investors was analyzed and the results are presented in Table 5.1.13.
Table-5.1.13. Distribution of Transactions with other Share
brokers by Investors
Transactions with
Other Share Brokers
Frequency Per Cent Chi Square
Value
Sig
Yes 430 95.600.01 0.02No 20 4.40
Total 450 100.00
Source: Primary and Computed Data
The results indicate that majority of the investors 95.60 per cent
have transactions with the other share brokers while the rest of 4.40 per cent
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of investors have not transactions with other share brokers. It was found that
the investors are not happy with one share brokers and that is why they are
having account with more than one share brokers. It is also found that the
investors are service specialization specific they are looking for different
share brokers for different service requirement.
The Chi-Square value of 0.01 is significant at five per cent level
indicating that there is a significant difference among the transactions with
other share brokers by investors.
5.1.14. Choosing the Broker by the Investors
A stock broker is a person who takes care of the investments and
act as a mediator by selling and buying the shares/stocks. The investors give
more importance for the brokers who give close attention to their portfolio.
The investors mostly refer their friends or relatives while choosing share
brokers. The investors believe that, this will create a bond of trust and
security. The investors consider the sales people also to some extent while
choosing the share brokers. The distribution of choosing the broker by
investors was analyzed and the results are presented in Table 5.1.14.
The table shows that about 38.00 per cent of investors choose the
broker through friends followed by sales people 32.40 per cent, relatives
20.00 per cent, e-mail 7.80 per cent and through advertisement 1.80 per cent.
It is found that the investors are not giving importance for advertisement and
e-mail while choosing share brokers. The investor’s friends and the
institutional (share brokers) sales representatives are the most influential
persons while choosing share brokers.
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Table-5.1.14. Distribution of Choosing the Broker by Investors
Choosing the Broker Frequency Per Cent Chi Square
Value
Sig
Friends 171 38.00
0.04 0.03
Relatives 90 20.00Sales People 146 32.40
Advertisement 8 1.80E-mail 35 7.80Total 450 100.00
Source: Primary and Computed Data
The Chi-Square value of 0.04 is significant at five per cent level
indicating that there is a significant difference in choosing the share broker by
investors and the same is graphically shown in Figure-5.1.14.
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5.1.15. Factors for Choosing Share Broker
The influencing factors for choosing a share broker by investors
was analyzed and the results are presented in Table 5.1.15.
The results indicate that about 64.00 per cent of investors choose
share brokers based on profitability followed by transaction 23.56 per cent,
years of experience 7.33 per cent, facilities 3.12 per cent, popularity 1.33 per
cent, network 0.44 per cent and range of service offered 0.22 per cent. It is
found that profitability is the most important factor for the investors while
choosing the share brokers. Profitability is the most important factor for the
investors for choosing a particular share brokers. The Chi-Square value of
0.06 is significant at five per cent level indicating that there is a significant
difference in factors for choosing share broker by investors. The graphical
representation is depicted in Figure-5.1.15.
Table-5.1.15. Distribution of Factors for Choosing Share Broker
by Investors
Factors for Choosing
Share Broker
Frequency Per Cent Chi Square
Value
Sig
Profitability 288 64.00
0.06 0.04
Transaction 106 23.56Years of Experience 33 7.33
Facilities 14 3.12Popularity 6 1.33Network 2 0.44
Range of Service Offered 1 0.22Total 450 100.00
Source: Primary and Computed Data
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5.1.16. Profit Booking by the Investors
Profit booking is selling of shares at a higher price than the
purchase price. Profit booking at the right time is most important as otherwise
it leads to loss to the investors. It is found that most of the investors are
booking profit on their own decision which shows their confidence about the
share market. The distribution of profit booking by investors was analyzed
and the results are presented in Table 5.1.16.
From the results, it is observed that about 56.90 per cent of
investor’s book profit based on their own decision followed by21.10 per cent
of investors based on the advice of the broker, friends 14.40 per cent, market
trends 5.80 per cent, target reached 1.60 per cent and money needed 0.20 per
cent. It is found most of the investor’s book profit on their own decision.
Advices of the share broker and friends also have some impact on profit
booking.
Table-5.1.16. Distribution of Profit Booking by Investors
Profit Booking Frequency Per Cent Chi Square
Value
Sig
Advice of the Broker 95 21.10
0.05 0.03
Own Decision 256 56.90Friends 65 14.40Market Trends 26 5.80Target Reached 7 1.60Money Needed 1 0.20Total 450 100.00
Source: Primary and Computed Data
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The Chi-Square value of 0.05 is significant at five per cent level
indicating that there is a significant difference in profit booking by investors
and the same is graphically shown in Figure-5.1.16.
Figure-5.1.16. Distribution of Profit Booking by Investors
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5.2. INVESTORS’ PERCEPTION ON SERVICE QUALITIES OF
SHARE BROKERS
In order to understand the investors’ perception on service qualities
of share brokers, the principal component analysis of exploratory factor
analysis with varimax rotation was performed on the original 37 service
quality dimension and the results are presented in Table 5.2.1.
The factor analysis of 37 service quality dimensions revealed an
eighteen factor structure that explained 66.13 per cent of total variance.
Factor-I CUSTOMER CARE: It is composed of six service quality
dimensions of location of the share broker, accuracy of transaction
reports, timeliness of service, induction of new investors, technology
used and features of service offered. These dimensions accounted for
5.08 per cent of variation, making it the dominant factor.
Factor-II STANDARIZATION: This factor is formed with transaction
statements, trading software and integrated service facilities.
Factor-III INFORMATION: The service quality dimensions of
information network, innovative investment products and service
standards and procedures form the factor-III.
Factor-IV RELATIONSHIP: The service quality dimensions of
corporate image and relationship with the share broker are grouped in
this factor.
Factor-V DEPENDENCY: This factor is formed with safety and
security, reliability of the service providers and interaction with the
investors.
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Factor-VI ORIENTATION: This factor comprises customer care,
investors meeting, and trainings to investors to adapt new service
technology.
Factor-VII CONVENIENCE: It consists of working hours and
service charges.
Factor-VIII ATTENTIVE: This factor is formed with broker’s
involvement, instructions and guidance and communication system
during trading hours.
Factor-IX ACTIVE: The service quality dimension of responsiveness
of brokers and implementation of investors’ feedback from the factor-
IX.
Factor-X ENVIRONMENT: The service quality dimensions of
facilities for the investors and the service conditions are grouped in this
factor.
Factor-XI SAFETY: This factor is formed with process speed, over
trading instructions and warnings and promotional incentives.
Factor-XII PROMPT: This factor comprises promptness and
complaints redresses.
Factor-XIII MANAGEMENT: This factor is formed with response
towards queries and investors relationship management system.
Factor-XIV AMBIENCE: The service quality dimension of service
office’s ambience forms the factor-XIV.
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Factor-I
Factor-II
Factor-III
Factor-IV
Factor-V
Factor-VI
Factor-VII
Factor-VIII
Factor-IX
Factor-X
Factor-XI
Factor-XII
Factor-XIII
Factor-XIV
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Factor-I
Factor-II
Factor-III
Factor-IV
Factor-V
Factor-VI
Factor-VII
Factor-VIII
Factor-IX
Factor-X
Factor-XI
Factor-XII
Factor-XIII
Factor-XIV
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Factor-I
Factor-II
Factor-III
Factor-IV
Factor-V
Factor-VI
Factor-VII
Factor-VIII
Factor-IX
Factor-X
Factor-XI
Factor-XII
Factor-XIII
Factor-XIV
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Factor-I
Factor-II
Factor-III
Factor-IV
Factor-V
Factor-VI
Factor-VII
Factor-VIII
Factor-IX
Factor-X
Factor-XI
Factor-XII
Factor-XIII
Factor-XIV
Eig
en V
alue
1.82
1.76
1.68
1.63
1.61
1.45
1.42
1.31
1.23
1.19
1.11
1.07
1.05
1.02
% o
f Var
ianc
e5.
085.
044.
964.
834.
824.
744.
724.
704.
614.
604.
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42C
umul
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e %
of
Var
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0810
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24.7
329
.47
34.1
938
.89
43.5
048
.10
52.6
757
.22
61.7
166
.13
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5.2.2. Reliability
The service quality dimensions of the investors’ perception on
the service qualities of the share brokers were measured using a seven point
scale and the reliability coefficient is presented in Table 5.2.2.
Table- 5.2.2 Cronbach’s Alpha Reliability Coefficient
Variables No. of Items Cronbach
Alpha
Tangible 7 0.83
Reliability 5 0.74
Responsiveness 6 0.76
Assurance 5 0.73
Empathy 7 0.84
Competence 7 0.76
Overall Service Quality Dimensions 37 0.86
The Cronbach’s Alpha Reliability Coefficient indicates the internal
consistency of the above said variables. The overall Cronbach’s Alpha of the
scale was 0.86 indicating that each measure demonstrated acceptable internal
consistency. The Cronbach’s Alpha is varying from 0.84 for empathy to 0.73
for assurance. It is found that the variable Tangible ( =0.83) which indicate
the internal consistency among the variable is good, Reliability ( =0.74)
reveals that the internal consistency is acceptable, Responsiveness ( =0.76)
is also acceptable, the variable Assurance ( =0.73) indicate the internal
consistency is acceptable, Empathy ( =0.84) good and Competence
= 0.76) which is acceptable internal consistency.
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5.3. INVESTORS’ SATISFACTION ABOUT SERVICE PROVIDED BY
SHARE BROKERS
In order to measure the investors’ satisfaction about service
provided by the share brokers, the Factor Analysis (principal component
analysis) was carried out on 30 variables with Eigen Value greater than one
and the results are presented in Table 5.3.1. There were eleven independent
groups of dimensions which were extracted accounting for a total of 66.24 per
cent of variations on 30 satisfaction dimensions. Each of the eleven factors
contributed to 10.59 per cent, 8.15 per cent, 7.32 per cent, 6.77 per cent, 6.22
per cent, 4.81 per cent, 4.67 per cent, 4.58 per cent, 4.48 per cent, 4.41 per
cent and 4.24 per cent respectively.
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Satis
fact
ion
Rot
ated
Fac
tors
Loa
ding
s on
FactorI
FactorII
FactorIII
FactorIV
FactorV
FactorVI
FactorVII
FactorVIII
FactorIX
FactorX
FactorXI
Res
earc
h R
epor
t.6
51Se
curit
y N
ews
.676
Intra
day
Cal
l.6
41D
aily
Tec
hnic
al V
iew
.782
Mor
ning
Cor
pora
te
New
s .6
30
Wee
kly
Tech
nica
l R
epor
t.6
27
Sect
oria
l Rep
ort
.645
Der
ivat
ive
Rep
ort
-.654
Com
pany
Rep
ort
.587
Tech
nica
l Rep
ort
.574
Com
mod
ity R
epor
t-.6
11.
Com
pany
Cha
rt-.6
26In
tern
atio
nal M
arke
t R
epor
t.5
96
SMS
Ale
rts.5
61Tr
inity
Acc
ount
-.615
Cal
l and
Tra
de.6
92Tr
adin
g So
ftwar
e-.6
62
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Satis
fact
ion
Rot
ated
Fac
tors
Loa
ding
s on
Factor I
Factor II
Factor III
Factor IV
Factor V
Factor VI
Factor VII
Factor VIII
Factor IX
Factor X
Factor XI
Stoc
k Id
eas
.606
Portf
olio
Adv
ice
.576
IPO
Info
rmat
ion
.648
Com
mod
ity T
radi
ng.5
46Fo
rex
Trad
ing
.539
Mar
ket E
xpos
ure
.545
Afte
r Mar
ket O
rder
s.6
72M
utua
l Fun
d Se
rvic
e-.6
76In
vest
ors M
eet
.657
Insu
ranc
e Se
rvic
e.7
29D
aily
Tra
ding
-.597
Inve
stm
ent A
dviso
ry
Serv
ices
.569
Eig
en V
alue
4.54
2.92
2.12
1.71
1.48
1.38
1.31
1.18
1.12
1.09
1.04
% o
f Var
ianc
e10
.59
8.15
7.32
6.77
6.22
4.81
4.67
4.58
4.48
4.41
4.24
Cum
ulat
ive
% o
f V
aria
nce
10.5
918
.74
26.0
632
.83
39.0
543
.86
48.5
353
.11
57.5
962
.00
66.2
4
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Factor-I: From the table, it is inferred that out of 30
satisfactionvariables, six variables have their high, relatively tightly grouped
factor loadings on factor-I.
This factor consists of:
Security News (0.68)
Intraday Call (0.64)
Weekly Technical Report (0.63)
Company Report (0.59)
Commodity Trading (0.55)
Investment Advisory Services (0.57)
Hence, this factor is named as “ INFORMATIVE”.
Factor-II: is formed with:
Daily Technical View (0.78)
Sectorial Report (0.65)
Forex Trading (0.54)
These variables are named as “TRADING”.
Factor-III: This factor includes:
Portfolio Advice (0.58)
IPO Information (0.65)
Market Exposure (0.55)
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These three variables are named as “EXPOSURE”.
Factor-IV: This factor is formed with:
Derivative Report (-0.65)
Technical Report (0.57)
International Market Report(0.60)
Trinity Account(-0.62)
This factor is named as “REPORTING”.
Factor-V: This factor includes:
Research Report (0.65)
SMS Alerts (0.56)
Investors Meet(0.66)
The factor is named as “INTERACTION”.
Factor-VI: This factor is formed with:
Call and Trade (0.69)
Trading Software (-0.66)
This factor is named as “TECHNOLOGY”.
Factor-VII: This factor includes:
Morning Corporate News (0.63)
Company Chart (-0.63)
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The factor is named as “STATUS”.
Factor-VIII: This factor is formed with:
M-trade (-0.73)
This factor is named as “M-TRADE”.
Factor-IX: This factor is formed with:
After Market Orders (0.67)
Daily Trading(-0.60)
This factor is named as “ORDERS”.
Factor-X: This factor includes:
Commodity Report (-0.61)
Stock Ideas(0.61)
The factor is named as “IDEAS”.
Factor-XI: This factor is formed with:
Mutual Fund Service (-0.68)
Insurance Service (0.73)
This factor is named as “SERVICE”.
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5.3.2. Reliability
The investors’ satisfaction about the service provided by the
share brokers were measured using a five point scale and the reliability
coefficient is presented in Table 5.3.2.
Table-5.3.2. Cronbach’s Alpha Reliability Coefficient
Variables No. of Items Cronbach
Alpha
Investors’ Satisfaction 30 0.89
Source: Primary and Computed Data
The Cronbach’s alpha of the scale was 0.89 indicating that each
measure demonstrated acceptable internal consistency.
5.4. SERVICE RATING OF THE SHARE BROKERS
The overall rating of service received by the investors from share
brokers was analyzed and the results are presented in Table 5.4.1.
Table-5.4.1. Overall Rating of Service Received by Investors from
Share Brokers
Rating of Service Frequency Per Cent Chi Square
Value
Sig.
Average 131 29.10 0.02 0.03 Good 168 37.30
Very Good 151 33.60Total 450 100.00
Source: Primary and Computed Data
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From the results, it is clear that about 37.30 per cent of investors
rate the service provided by the share brokers as good followed by very good
33.60 per cent and average 29.10 per cent.
The Chi-Square value of 0.02 is significant at five per cent level
indicating that there is a significant difference in overall rating of service
received by investors from share brokers.
5.5. RECOMMENDATION OF SHARE BROKERS
The recommendation of present share brokers to others by the
investors was analyzed and the results are presented in Table 5.5.1.
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Table-5.5.1.Recommendation of the Share Brokers to others by
the Investors
Recommendation Frequency Per Cent Chi Square
Value
Sig
Somewhat unwilling to
recommend 7 1.55
0.03 0.04
Neither willing nor
unwilling to recommend 136 30.22
Willing to recommend 165 36.67Very much willing to
recommend 142 31.56
Total 450 100.00
Source: Primary and Computed Data
From the table, it is observed that about 36.67 per cent of the
investors are willing to recommend the present share brokers to others
followed very willing 31.56 per cent. Next comes neither willing nor
unwilling 30.22 per cent and then comes somewhat unwilling 1.55 per cent.
The Chi-Square value of 0.03 is significant at five per cent level
indicating that there is a significant difference in the recommendation of the
present share brokers to others by the investors.
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5.6. DIFFERENCE BETWEEN SERVICE RATING AND
RECOMMENDATION
The difference between service rating and recommendation by
investors was analyzed by employing t-test and the results are presented in
Table 5.6.1.
Table-5.6.1. Difference between Service Rating and Recommendation
t-Value df Sig
Service Rating-
Recommendation
11.248** 898 0.01
Note: ** indicates significant at one per cent level. Source: Primary and Computed Data
The results show that the t-value for service rating-recommendation
is 11.248 significant at one per cent level of significance. Hence, there is a
significant difference existing between the service rating and the
recommendation of present share brokers by the investors.
5.7. INVESTMENT BEHAVIOUR
The investors by and large behave much more humane than
analytical they are emotional than rational. In most of the occasions investors
choose investment alternatives that provide them with a psychological
satisfaction rather than those that maximize their economic benefits. Their
investment expertise and experience permit them to be caution rather than
venture. Their risk level is a very important factor to decide the individual
investment behaviour. Researchers in the field of behavioral finance have
found that people have an innate tendency to be risk-averse. Research has
shown that people tend to give more weight to the prospect of losing than
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winning. This is because people feel the pain of defeat much stronger than the
pleasure of victory.
The research done by Love Inness (2003) has identified and
characterized segments of individual investors based on their shared investing
attitudes and behavior. A behavioral finance literature review reveals five
main constructs that drive investor behavior: investment horizon, confidence,
control, risk attitude, and personalization of loss.
Nagy and Obenberger (1994) examined factors influencing investor
behaviour. They developed a questionnaire that included 34 factors such as
expected corporate earnings, diversification needs, feelings for firm’s
products and services, past performance of stocks, past performance of their
own portfolio, stock broker recommendations to name a few.
Individual behavior can lead them act in a totally unexpected way
and subsequently they end up seeing their investment performing very poorly
in usual case. Kim and Nofsinger (2003) studied individual investors in the
Japanese markets and examine their behaviour and performance.
The study conducted by Brown and Cliff (2004) extends much
scope for the present study conducted in the Indian context. In their study,
Brown and Cliff investigated investor sentiment and its relation to near-term
stock market returns.
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5.7.1. Investment Behaviour and Demographic Characteristics of the
Investors
The research reveals the relationships regarding demographic
characteristics of the investors and their share market investment behaviour
the same is summarized and presented in the Figure No. 5.7.1
Characteristic Stock Market Investment behaviour
Low Involvement High involvement
Gender Women Men
Age Old investors Young investors
Educational
Qualification
Higher Secondary and
below
Graduation and more
Occupation Accountant , Auditors
Doctors, Layers
Business, Banking
Marital Status Unmarried Married
Annual Income Less than 2.00 lakhs More than 2 lakhs
Native Area Others Urban , Rural
Experience Less than 1 year More than one year
Source: Primary Data
Figure - 5.7.1. Investment Behaviour and Investors Demographic
Characteristics
The research found that men are showing more involvement than
women while investing in the stock market, older individuals are less
involved than younger people, single individual’s participation is less than
married , occupations like business and banking are associated with increased
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and occupations like accountant, auditors, doctors and lawyers are associated
with decreased levels of involvement, individuals with greater income have
greater involvement than lower income earners, Rural and urban investors are
showing greater involvement than others, and greater educational attainment
is associated with increased involvement.
5.7.2. Relationship between Investment Behaviours
The relationship between locus of control, investor expertise and
experience, risk propensity, confidence, satisfaction and behavioural
intentions was analyzed by computing the Correlation Coefficients and the
results are presented in Table 5.7.2.
Table -5.7.2. Relationship between Investment BehavioursLocus of C
ontrol
Investor Expertise
and Experience
Risk Propensity
Confidence
Satisfaction
Behavioural
Intention
Locus of Control 1.00
Investor Expertise
and Experience 0.51** 1.00
Risk Propensity 0.55** 0.74** 1.00
Confidence 0.55** 0.73** 0.76** 1.00
Satisfaction 0.44** 0.62** 0.64** 0.63** 1.00
Behavioural
Intention 0.56** 0.64** 0.66** 0.63** 0.56** 1.00
Note: ** indicates significant at one per cent level Source: Primary and Computed Data
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The results show that the locus of control, investor expertise and
experience, risk propensity, confidence, satisfaction and behavioral intention
are positively, significantly correlated with each other at one per cent level of
significance. The Correlation Co-Efficient is varying from 0.44 for locus of
control and satisfaction to 0.76 for risk propensity and confidence.
5.7.3. Profit booking Behaviour of Men and Women Investors
The relationship between the men and women investors profit booking
behavior was analyzed and the results are presented in Table 5.7.3.
Table- 5.7.3. Profit booking Behaviour of Men and Women Investors
Profit Booking Men Women Total t-statistics
Advice of the Broker 71 47 95
1.15
Own Decision 19 7 26
Friends 47 18 65
Market Trends 208 48 256
Target Reached 5 2 7
Money Needed 1 0 1
Total 351 99 450
Mean 58.5 20.3
SD 77.933 21.951
Source: Primary and Computed Data
From the analysis results, it is observed that there is a positive
correlation among the men and women investors while booking profit
(r=0.98). The study further reveals that there is no significant difference
among men and women investors while booking profit.
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5.7.4. Profit booking of Rural and Urban Investors
The relationship between the rural and urban investors profit
booking behavior was analyzed and the results are presented in Table 5.7.4.
Table - 5.7.4. Profit Booking of Rural and Urban Investors
Profit Booking Rural Per
cent
Urban Per
cent
Total ‘t’
Statistics
Advice of the
Broker 83 38.97 12 5.06 95
0.0914Own Decision 5 2.35 21 8.86 26
Friends 37 17.37 28 11.81 65
Market Trends 82 38.50 174 73.42 256
Target Reached 6 2.82 1 0.42 7
Money Needed - 0.00 1 0.42 1
Total 213 100 237 100 450
Mean 35 39
SD 38.682 66.762
Source: Primary and Computed Data
The research reveals that there is a positive correlation among
the rural and urban investors while booking profit (r=0.574). It is found that
the rural investors are very much depends on the advice of the investors while
booking profit. It is found that most of the urban investors are booking profit
based on the market trend not by the advice of the share broker. The t value is
0.0914 reveals that, it is not significant at five per cent level of significant,
indicating that there is no significant difference in profit booking of rural and
urban investors
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5.7.5. Experience with the Broker in Profit Booking
Investors of share market are eager to understand how and when to
book profits. The share brokers should periodically advise them to sell what
they have bought to earn a good return. There is two important motivation
behind Profit booking the first one is to liquidate in order to meet a specific
requirement.
The second is view-based selling, where investors like to keep the
money invested, but may want to move it from one investment to another.
Such selling can take place in three different situations. First, investors may
rebalance their portfolios to achieve what they are comfortable with. Second,
they may want to tactically modify the composition of their investment.
Third, they may alter the choice of investment, selling something that is not
working for them. The skills required for each of these view-based decisions
is progressively higher and share brokers involvement is very much needed.
The distribution of experience with the broker in profit booking by investors
was analyzed and the results are presented in Table 5.7.5.
Table-5.7.5. Distribution of Experience with the Broker in Profit Booking
by Investors
Experience in Profit
Booking
Frequency Per Cent Chi Square
Value
Sig
Satisfied 433 96.200.01 0.02Dissatisfied 17 3.80
Total 450 100.00
Source: Primary and Computed Data
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From the results, it is clear that majority of the investors 96.20 per
cent are satisfied while only 3.80 per cent of investors are dissatisfied with the
broker in profit booking.
The Chi-Square value of 0.01 is significant at five per cent level
indicating that there is a significant difference in experience with the broker in
profit booking by investors.
5.7.6. Factors for Choosing Share Broker
A stock broker is a stock market expert who helps the investors in
buying and selling the shares of the listed companies. In order to invest in the
share market the share brokers association is essential for the investors.
Finding the best stock broker is one of the most important processes for
investment objectives. The share brokers offer different services to the
investors. The investor’s choice should be based upon how much help that
they needed for their investment planning. Apart from the various specific
services offered by the share brokers, the research has identified seven
important factors that induce the investors to choose a particular share
brokers. In order to analysis the various factors, principal factor analysis has
been applied and the results are presented.
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Table-5.7.6.1. Correlation Matrix (Pearson)
Variables
Profitability
Transaction
Years of
Experience
Facilities
Popularity
Netw
ork
Range of
Services Offered
Profitability 1
Transaction 0.129 1
Years of Experience -0.340 0.684 1
Facilities -0.640 0.323 0.664 1
Popularity -0.813 -0.412 -0.143 0.148 1
Network -0.656 -0.569 -0.350 -0.029 0.964 1
Range of Services Offered -0.637 -0.646 -0.127 0.297 0.493 0.437 1
The above analysis revels that the network and popularity are very
closely associated. The correlation matrices reveals that the factors like
profitability and Transaction, years of experience and transaction, Facilities
and year of experience and transaction, Network and popularity ,range of
services and popularity and facility and network are positively correlated.
The factor analysis of 7 factors dimensions revealed a three factor
structure that explained 84.019 per cent of total variance. The analysis reveals
the engine value of 3.224, 2.167 and 0.490 respectively.
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Table-5.7.6.2. Eigenvectors
Factors F1 F2 F3
Profitability -0.470 -0.395 -0.021
Transaction -0.333 0.401 -0.474
Years of Experience -0.123 0.617 -0.050
Facilities 0.110 0.535 0.304
Popularity 0.508 0.031 -0.419
Network 0.495 -0.120 -0.419
Range of Services Offered 0.370 0.021 0.573
Eigen value 3.224 2.167 0.490
Variability (%) 46.059 30.961 7.000
Cumulative % 46.059 77.020 84.019
Table -5.7.6.3. Factor Pattern
Factor -1 Factor -2 Initial
communality
Final
communality
Specific
variance
Profitability -0.824 -0.567 0.991 1.000 0.000
Transaction -0.599 0.590 0.992 0.707 0.293
Years of
Experience -0.220 0.909 0.871 0.874 0.126
Facilities 0.198 0.788 0.837 0.660 0.340
Popularity 0.912 0.046 0.999 0.834 0.166
Network 0.889 -0.176 0.999 0.822 0.178
Range of
Services
Offered 0.665 0.031 0.987 0.444 0.556
Values in bold correspond for each variable to the factor for which the squared cosine is the largest
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Factor-I It is composed of five components like Profitability, Transaction,
Popularity, Network and Range of Service Offered.
Factor-II It is composed of two components like Years of Experience and
Facilities.
Table-5.7.6.4. Correlations between Variables and Factors, Factor
Pattern Coefficients and Factor Scores
Factors
Correlations
between variables
and factors
Factor pattern
coefficients
Factor scores
F1 F2 F1 F2 F1 F2
Profitability -0.811 -0.557 0.728 -1.110 -1.569 -1.507
Transaction -0.604 0.618 -1.313 1.214 -0.716 0.031
Years of Experience -0.218 0.945 -0.105 0.624 -0.653 1.526
Facilities 0.210 0.819 0.541 -0.223 0.127 0.994
Popularity 0.944 0.056 4.679 -4.027 0.532 0.090
Network 0.925 -0.170 -3.639 3.596 1.569 -0.972
Range of Service
Offered 0.697 0.046 -0.594 0.681 0.710 -0.161
Values in bold correspond for each observation to the factor for which the
squared cosine is the largest
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5.8. INFLUENCE OF INVESTMENT BEHAVIOURS ON MONTHLY
TRANSACTION
5.8.1. Average Monthly Transaction
The distribution of average monthly transaction of investors was
analyzed and the results are presented in Table 5.8.1.
Table-5.8.1. Distribution of Average Monthly Transaction of Investors
Average Monthly
Transaction(Rs)
Frequency Per Cent Chi Square
Value
Sig.
< 50000 18 4.00
0.04 0.03
50001-100000 85 18.90 100001-300000 229 50.90 300001-500000 100 22.20
> 500000 18 4.00 Total 450 100.00
Source: Primary and Computed Data
From the table, it is apparent that about half of the investors (50.90 per
cent) have the average monthly transaction of Rs.100001-300000 followed by
Rs.300001-500000(22.20 per cent), Rs. 50001-100000(18.90 per cent) and less
than Rs. 50000 and more than Rs. 500000(4.00 per cent).
The Chi-Square value of 0.04 is significant at five per cent level
indicating that there is a significant difference in average monthly transaction of
investors.
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5.8.2. Influence of Investment Behaviours on Average Monthly Transaction
In order to assess the influence of the investment behaviours on
average monthly transaction of investors, the multiple linear regressions by
Ordinary Least Square (OLS) estimation and the results are presented in Table
5.8.1.
Table- 5.8.2. Influence of Investment Behaviours on Average Monthly
Transaction of Investors-Multiple Regression
Investment
Behaviours
Regression
Coefficients
t-value Sig
Intercept 5.478** 14.986 .001
Locus of Control(X1) -.032** 4.148 .011
Investor Expertise and
Experience(X2).055** 4.206 .001
Risk Propensity(X3) .023 1.503 .132
Confidence(X4) .090** 4.207 .012
Satisfaction(X5) .057* 2.279 .032
Behavioural
Intention(X6).001 .481 .631
R2 0.73
Adjusted R2 0.68
F 11.956 0.01
N 450
Note: ** Significance at one per cent level * Significance at five per cent level
Source: Primary and Computed Data
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The results indicate that the coefficient of multiple determination (R2 )
is 0.73 indicating the regression model fit is good.
The results show that satisfaction is positively influencing the
average monthly transaction of the investors at five per cent level of significance
while investor’s expertise and experience and confidence positively influence the
average monthly transactions of investors at one per cent level of significance.
The locus of control negatively influences the average monthly transaction of
investors at one per cent level of significance.
5.9. DISCRIMINANT ANALYSIS FOR CUSTOMER RELATIONSHIP
BASED ON ASSOCIATION WITH SHARE BROKER
In order to discriminate the customer relationship based on association
with present share broker, the discriminant analysis has been applied and the
results are here under discussed.
5.9.1. Selection of Discriminating Variables
In order to determine the consumer relationship which significantly
contribute to the differentiation of associated groups, F test is used for Wilks’
Lambda. The ANOVA results are presented in Table 5.9.1. The F test is
significant for eight variables of frankness, care, disclosure, trust, commitment,
friendship, attitude and safe and security.
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Table- 5.9.1. Tests of Equality of Group Means
Customer
Relationship
Wilks'
Lambda F df1 df2 Sig.
Frankness .911 14.514 3 445 .001
Care .976 3.645 3 445 .013
Disclosure .982 2.651 3 445 .028
Trust .957 6.650 3 445 .001
Commitment .968 4.863 3 445 .002
Retention .981 2.914 3 445 .084
Relationship .996 .628 3 445 .597
Needs .984 2.342 3 445 .073
Friendship .935 10.347 3 445 .001
Rules .922 12.588 3 445 .081
Responsibility .981 2.902 3 445 .035
Attitude .812 34.452 3 445 .001
Complaints .963 5.761 3 445 .601
Opportunities .989 1.693 3 445 .168
Feedback .984 2.471 3 445 .061
Facilities .990 1.472 3 445 .221
Safe and security .972 4.285 3 445 .005
Timely
transaction .993 1.004 3 445 .391
Accuracy .991 1.346 3 445 .259
Accessibility .982 2.695 3 445 .246
Courtesy .973 4.189 3 445 .216
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Table- 5.9.1. (Continued)
Customer Relationship
Wilks' Lambda F df1 df2 Sig.
Tolerance .998 .350 3 445 .789 Importance .996 .623 3 445 .601 Attention .994 .890 3 445 .446 Innovations .978 3.326 3 445 .120Source: Primary and Computed Data
5.9.2. Estimation of Discriminant Function
In this study, the Discriminant Analysis is carried out for four
associated groups and it results in three discriminant functions and consequently
first three eigen values and the results are presented in Table 5.9.2.
Table- 5.9.2. Eigen Values
Function Eigenvalue % of
Variance
Cumulative
%
Canonical
Correlation
1 .448 79.80 79.80 .893 2 .075 13.30 93.10 .264 3 .039 6.90 100.00 .193
Source: Primary and Computed Data
The highest value (0.45) corresponds to the first discriminant function,
which shows that it has the strongest power of discrimination of the two
functions. Also, the first function accounts in a ratio of 79.80 per cent for the
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dispersion of the group means, as compared to the second and third function
which account in a ratio of 13.30 and 6.90 per cent respectively.
The Canonical Correlation Coefficient, measuring the relation between
the discriminant factorial coordinates and the grouping variable show that 79.75
i.e (0.893)2 of the total variance accounts for the differences among the four
associated groups through the first discriminant function.
5.9.3 Standardized Canonical Discriminant Function Coefficients
The standardized coefficients for the discriminant function were
calculated and the results are presented in Table 5.9.3. The discriminant function
coefficients are used for calculating the discriminant score for each case in
particular.
Table -5.9.3. Standardized Canonical Discriminant Function Coefficients
Customer Relationship Function 1 Function 2 Function 3
Frankness -.449 .075 .054
Care -.446 .189 .091
Disclosure -.656 -.111 .302
Trust -.014 .060 .003
Commitment .040 -.205 .750
Retention -.018 .209 .035
Relationship -.075 -.004 .590
Needs .072 .090 .301
Friendship .479 .180 .294
Rules .034 .695 .290
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Table -5.9.3. ( Continued)
Customer Relationship Function 1 Function 2 Function 3
Responsibility .088 -.066 -.002
Attitude .668 .450 -.191
Complaints .138 -.245 .147
Opportunities .100 -.511 -.146
Feedback .179 -.149 -.269
Facilities .180 -.027 -.359
Safe and security .576 .041 -.065
Timely transaction .143 -.337 -.158
Accuracy .163 -.451 -.171
Accessibility .090 -.179 .067
Courtesy .178 .136 .016
Tolerance -.053 .201 .001
Importance -.022 .104 .112
Attention -.068 .384 .202
Innovations -.152 .292 -.199
Source: Primary and Computed Data
Taking into the account that the first function has the highest
discriminating power, the first discriminant function is:
Z = -0.449Z1 - 0.046 Z2 - 0.056 Z3 - 0.014Z4 + 0.040Z5 - 0.018 Z6 - 0.075Z7 +
0.072Z8 + 0.279Z9 + 0.034 Z10 + 0.088Z11 + 0.668Z12 + 0.138 Z13 + 0.100Z14
+0.179Z15 + 0.180Z16 + 0.276 Z17 + 0.143Z18 + 0.163Z19 + 0.090 Z20 + 0.178Z21 -
0.053Z22 - 0.022Z23 - 0.068 Z24 - 0.152 Z25
The Z1 to Z25 are standardized X1 to X25 variables.
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The size of the coefficients indicates frankness, care, disclosure,
friendship, attitude and safe and security discriminate best among four associated
groups.
5.9.4 Structure Matrix
The structure matrix coefficients are presented in Table 5.9.4. From
the table, the results indicate the correlation between each predictor measures and
the discriminant function.
For the first discriminant function, it can be seen that correlation
coefficients have high values for five measures viz., disclosure, care, frankness,
attitude and safe and security, which means that these measures are strongly
correlated with the first function. These measures would probably characterize
best division of associated groups.
For the second function complaints, responsibility, rules, commitment,
opportunities, tolerance, innovations, facilities, timely transaction and accuracy
are strongly correlated. These measures would also probably characterize best
division of associated groups.
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Table -5.9.4. Structure Matrix
Consumers’
Expectations
Function
1 2 3
Disclosure .717* .158 -.070
Care -.453* .267 .109
Frankness -.419* .248 .202
Attitude .379* .257 .095
Safe and security .371* .047 -.177
Responsibility .242 .162* .005
Rules .213 .140* -.125
Commitment .205 .093* .056
Opportunities .190 -.049* -.095
Tolerance .115 -.104* -.044
Innovations -.054 -.367* .042
Timely transaction -.199 .271* .188
Accuracy .045 .136* -.039
Trust .197 -.246 .528*
Attention .027 -.031 .315*
Relationship .169 .216 -.292*
Needs .221 .240 .261*
Friendship .188 -.077 .216*
Courtesy .177 -.053 .196*
Retention .081 .155 .180*
Importance .077 -.073 .173*
Feedback .134 .106 -.158*
Note: * indicates largest absolute correlation between measure and discriminant function
Source: Primary and Computed Data
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For the third function, trust, attention, relationship, needs, friendship,
accessibility, courtesy, retention, importance and feedback are strongly
correlated. These measures would also probably characterize best division of
associated groups.
5.9.5. Efficiency of Discriminant Function
The efficiency of discriminate function is presented in Table 5.9.5.
Based on the discriminant function, 82.22 per cent of the measures have been
correctly classified.
Table -5.9.5. Efficiency of Discriminant Function
Associated
Group
Predicted Group Membership
Up to 1
Year
1 to 3
Year
3 to 5
Years
Total
Count
Up to 1 Year 48 6 4 5 63
1 to 3 Year 9 168 11 6 194
3 to 5 Years 11 8 135 9 163
Above 5 Years 2 4 5 19 30
%
Up to 1 Year 76.19 9.52 6.35 7.94 100.00
1 to 3 Year 4.64 86.60 5.67 3.09 100.00
3 to 5 Years 6.75 4.91 82.82 5.52 100.00
Above 5 Years 6.67 13.33 16.67 63.33 100.00
Note: 82.22 % of original grouped cases correctly classified Source: Primary and Computed Data
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5.10. BENEFITS TO THE INVESTORS THROUGH SHARE
BROKERS
The share brokers are providing investment advice, market-leading
research and comprehensive broking services across a broad range of trading
products. The investors are benefited in different ways:
Limited procedure and formalities
Due recognition and respect
Quick response
Accurate information and advisors
Excellent returns
Excellent research reports recommending weather to buy and avoid
Multiple services offerings
The benefits of the share brokers were analyzed by applying the Garrett’s
ranking technique and the results are presented in Table 5.10.1.
Table - 5.10.1. Benefits of Investors
Benefits Mean Score Rank
Limited procedure and formalities 46.68 VII
Due recognition and respect 72.60 II
Quick response 79.68 I
Accurate information 64.36 III
Excellent returns 55.28 IV
Excellent research reports 48.56 VI
Multiple services offerings 52.84 V
Source: Primary and Computed Data
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The results indicate that the first and fore most benefit of share brokers is
quick response followed by due recognition and respect, accurate information
and excellent returns.
The results also show that multiple services offerings, excellent research
reports and limited procedure and formalities are the other benefits of the share
brokers as perceived by the investors.
5.11. PROBLEMS FACED BY INVESTORS THROUGH SHARE BROKERS
The environmental factors like weather, political instability, political
decisions, war, terrorist threats, strikes, economic trends, international trade and
company scandals are the major cause of stock market volatility, and biggest
problem for the investors. Apart from these external issues the investors also
facing internal problems from share brokers such as:
Delayed and Time consuming process
Failure of the software and information system
Poor communication system
Service brokers ignorance
Wrong information and reports
Unethical practices of the share brokers and
Old and outdated technology
The problems faced by the investors while trading through the share
brokers were analyzed by applying the Garrett’s Ranking Technique and the
results are presented in Table 5.11.1.
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Table- 5.11.1. Problems Faced by Investors through Share Brokers
Problems Mean Score Rank
Time consuming process 68.46 II
Failure of the software 62.28 IV
Poor communication system 74.52 I
Service brokers ignorance 64.74 III
Wrong information and reports 58.26 V
Unethical practices 52.18 VII
Outdated technology 54.84 VI
Source: Primary and Computed Data
The results show that the first and fore most problem faced by the
investors while trading through share brokers is poor communication system
followed by time consuming process, service brokers ignorance and failure of the
software. The results also indicate that wrong information and reports, outdated
technology and unethical practices are the other problems as perceived by the
investors.