Universal Journal of Accounting and Finance 10(1): 327-337, 2022
DOI: 10.13189/ujaf.2022.100133
http://www.hrpub.org
Impact of Financial Knowledge, Financial Attitude and
Financial Behaviour on Financial Literacy: Structural
Equitation Modeling Approach
Dhananjay Banthia, Sanjeeb Kumar Dey*
Department of Commerce, Ravenshaw University, Odisha-753003, India
Received September 21, 2021; Revised October 17, 2021; Accepted December 1, 2021
Cite This Paper in the following Citation Styles
(a): [1] Dhananjay Banthia, Sanjeeb Kumar Dey , "Impact of Financial Knowledge, Financial Attitude and Financial
Behaviour on Financial Literacy: Structural Equitation Modeling Approach," Universal Journal of Accounting and
Finance, Vol. 10, No. 1, pp. 327 - 337, 2022. DOI: 10.13189/ujaf.2022.100133.
(b): Dhananjay Banthia, Sanjeeb Kumar Dey (2022). Impact of Financial Knowledge, Financial Attitude and Financial
Behaviour on Financial Literacy: Structural Equitation Modeling Approach. Universal Journal of Accounting and
Finance, 10(1), 327 - 337. DOI: 10.13189/ujaf.2022.100133.
Copyright©2022 by authors, all rights reserved. Authors agree that this article remains permanently open access under the
terms of the Creative Commons Attribution License 4.0 International License
Abstract Financial literacy has gained importance in
recent years and has become a major issue all around the
world. The financial market offers a wide range of products
in a complicated manner and product accessibility has also
risen. As a result, it is critical for individuals to have the
appropriate financial knowledge and awareness in order to
make the utmost use of their financial resources. Due to the
massive population, poor literacy levels, poverty,
disparities in regional languages, diverse cultures, and
wide socio-economic disparities, the path to a financially
literate in India is also difficult. Further, the behaviour and
attitudes of an individual are influenced by the enormous
range of culture, beliefs, religion, and customs found in
different states. Under such circumstances, this research is
conducted to determine the way financial literacy is linked
to financial knowledge, financial attitude and financial
behaviour in Odisha, India. It is found that there is a
negative effect of “Financial Behaviour” on “Financial
literacy level”. “Financial knowledge” is found to be
positively related to “Financial behaviour” and “Financial
attitude”. But, “Financial attitude & Financial behaviour”
are negatively related.
Keywords Financial Literacy, Financial Knowledge,
Financial Attitude and Financial Behaviour, SEM
1. Introduction
Since globalization has kept pace in creating rapid
development across countries, financial literacy has
become increasingly important for achieving greater
economic success. Not only in India, but also in many other
rising economies throughout the world, there has been a
remarkable increase in financial literacy awareness
campaigns in last two decades. Financial literacy is defined
as the ability to ensure that one has a complete
understanding of financial markets and goods. It informs
consumers about the risks and rewards of various
investment opportunities and helps them make
well-informed decisions. Over the years, financial literacy
has grown increasingly crucial, with all players, from
regulators to policymakers to financial institutions. The
capacity to make wise financial decisions is becoming
increasingly vital in today's fast changing world,
necessitating financial literacy. Financial literacy skill is
determined by an individual's financial understanding [22],
[24]. It is described as the capability to recognize and
comprehend financial market items to make informed
decisions. As a result, financial literacy is primarily
concerned with personal money in order to empower
individuals to take effective action to prevent financial
suffering. People who are financially literate are quite
confident to take any decision while managing their
financial issues, and their financial outcomes are better. It
328
Impact of Financial Knowledge, Financial Attitude and Financial Behaviour on
Financial Literacy: Structural Equitation Modeling Approach
is therefore essential for people to have an adequate level
of financial literacy that would be helpful to improve their
living standard [8].
The confidence with which a person applies the
information and understanding to make good financial
decisions is commonly known as financial literacy. To
provide people the tools, they need to make better financial
decisions, one must first examine what they know and then
evaluate what they need to know [14]. As the massive
group of people in India is not the part of the formal
financial system, it necessitates the increase of financial
literacy. In this context, the importance of financial literacy
is gradually increasing, and it may be a determining factor
in such groups' ability to access money. Conceptually
financial literate people are more knowledgeable and are
more capable of doing all types financial transactions. It is
viewed as a foundational concept that can assist people in
avoiding financial difficulties [11]. Financial literacy
focuses on the dimensions-financial knowledge, behaviour,
and attitude [25]. It is positively related to financial
knowledge, behaviour, and attitude [1]. The knowledge of
finance adds to the development of financial management
behaviour since it is made up of financial education and
experience that can help to improve financial knowledge
and thus make financial decision making more effective.
Individuals with low financial knowledge are unaware of
the various aspects of investment pattern. Financial
behaviour blends behavioural and cognitive psychology
with traditional economics and finance to understand why
people engage in irrational behaviour while managing their
financial decisions [19]. The paper undertakes the study of
the relation of financial literacy with financial knowledge,
financial attitude and financial behaviour of the people of
Odisha.
2. Review of Literature
2.1. Financial Literacy
Financial literacy is a favorable attitude toward making
decisions based on financial information that might
influence an individual the way he/she derives monetary
pleasure. It is a mindset that can improve the financial
situation of an individual by influencing his/her financial
management techniques [5]. Financial literacy is described
as an individual's capacity in applying the knowledge to
build suitable financial decisions [23]. Financial literacy is
the knowledge that enables people to comprehend what,
how, why, where, and when to spend money. Financial
literacy teaches people how to apply what they've learned
in the classroom to attain future success and happiness. As
a result, there is an improvement in life satisfaction as an
effect of high financial levels [20]
2.2. Financial Knowledge
Understanding of money and financial concepts is one of
the criteria to judge financial knowledge of a person.
Increased financial knowledge might alter risk perceptions
when it comes to investment options. Individuals with high
financial knowledge, on the other hand, have a higher value
of life satisfaction. It is believed that the more financial
knowledge, the better will be the financial management
behaviour of a person [2]. Financial knowledge refers to
someone's comprehension of a subject of finance that is
very significant to them, like managing budget and
planning for saving [4]. Financial attitude is a
psychological inclination of a person when analyzing the
financial management practices [18].
2.3. Financial Attitude
A person's financial attitude is crucial in shaping their
financial management behaviour. As a result, one can
observe that the more affirmative a person's financial
attitude is, the better his or her money management
behaviour [16]. Financial attitude is the reaction of an
individual with regard to own financial troubles as a result
of a response to a financial statement or viewpoint. Thus,
financial attitudes can be characterized as a mental state of
an individual while dealing money matters [15]. The term
financial attitude refers to a physical embodiment of
financial principles for making and assessing financial
decisions [21].
2.4. Financial Behaviour
Financial position of respondents is another factor that
influences personal financial behavior. One of the qualities
used to determine a person's financial literacy level is his
comprehension of monetary perceptions. Financial
behaviour is the set of performed actions involving
activities in the areas of financial activities [18]. The way
that an individual saves, invests and manages his/her
expenditure and credit are the common indicators of
financial behaviour [7]. The ability of a person to manage
the cash in hand is the most important sign of financial
health since it considers a person's capacity to meet all of
their financial responsibilities. Timely payment of bills,
keeping the track of all payments and the planning of all
future financial transactions are considered as the
indicators of good financial management behaviour [11].
Investment is a commitment to postpone the purchase of
one or more assets in the near future and it symbolizes
financial behaviour [10].
3. Objectives of the Study
The objective of the study is to analyze the relationship
of financial literacy with financial knowledge, financial
attitude and financial behaviour.
The following hypotheses are developed to test the
objective of the research.
Universal Journal of Accounting and Finance 10(1): 327-337, 2022
H1: Financial knowledge has positive impact on
financial literacy
H2: Financial attitude has positive impact on
financial literacy
H3: Financial behavior has positive impact on
financial literacy
H4: Financial knowledge, financial attitude and
financial behavior are positively related
4. Research Methodology
4.1. Model Development
Financial literacy is often regarded as a necessary life
skill in today's ever-increasingly complex markets. It is a
big challenge for all countries throughout the world. People
usually face hurdles in today's continuously changing and
financially sophisticated environment. In comparison to
previous generations, today's financial situation is far more
complicated. To take advantage of financial developments,
they need to improve their financial skills. Grable, [9]
found that those with a lower level of financial risk
tolerance have trouble making financial decisions and are
discontented with their money management skills.
Financial knowledge has a powerful impact on financial
attitudes and behavior [22]. The current study attempts to
examine the relationship of financial knowledge (FK),
financial attitude (FA), and financial behavior (FB) with
the financial literacy (FL) level of people of Odisha, India.
329
The figure 1 reflects the proposed model for examining the
relationship between the variables.
4.2. Research Design
This is an analytical research study in which financial
literacy is measured using a multidimensional construct.
The participants are selected with an emphasis on
including both male and female of all age groups with
different educational backgrounds. Both primary and
secondary data have been used for the study. Various
information about financial literacy has been gathered from
the secondary sources, and the primary data based on 756
sample participants have been collected through a
well-designed questionnaire during two-month period of
2020.
4.3. Population of the Study
Odisha, a state on India's eastern coast, is divided into 30
districts. To streamline their governance, these 30 districts
have been divided into three revenue divisions. Out of 559
districts in the country, Khordha is the most developed and
richest district in the state, with a rank of 104, while
Cuttack is the second most developed district with a rank of
169. The research is thus decided to be conducted in these
two districts with a total population of 8, 81,988 in
Khordha and 6, 58,986 population in Cuttack. The total
population of the study is limited to 15, 40,974.
Figure 1. Proposed Model for the study
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Impact of Financial Knowledge, Financial Attitude and Financial Behaviour on
Financial Literacy: Structural Equitation Modeling Approach
4.4. Sample Size Justification
The sample size decision is tested as follows.
n=
z2 p (1−p)
e2
z2 p (1−p)
1+
N e2
” = 1067
The total population of each district constitutes the
sub-population size (𝑁𝑖 ) of each district.
N = Population size (total population in two districts) =
15, 40,974
P = Proportion of respondents = 0.5
e = Margin error = 4%
Z = Critical value for large sample at 95% confidence
level = 1 .96
The total number of people to be selected from each
district is decided by using stratified sampling with
following rule.
n =Total Sample size = 1067
N = Population size = 10105798
n
ni = Ni
N
Table 1. Sample size
District
Population
Sample size
Khordha
881988
611
Cuttack
658986
456
Total
1540974
1067
It thus decided to include a total of 1067 people in the
study, 611 people from Cuttack and 465 from Khordha.
4.5. Questionnaire Development
A well-designed questionnaire pertaining to various
dimensions of the constructs of the study was prepared
based on the literatures reviewed (table-2). Seven items
were selected as the indicators of financial knowledge (FK)
covering the aspects of saving, calculating interest rate,
understanding the value of money, risk-reward ratio,
familiarity with electronic transactions, awareness of
return and knowledge of inflation. People who act
responsibly when it comes to money and finances are more
likely to enjoy a secure financial future than those who act
carelessly. Apart from information, people's attitudes play
a critical role in shaping their financial future. As such
seven items were used as the indicators of financial attitude
(FA) that can reflect people's attitudes about
short-term/long-term future planning, spending/saving
priorities, knowledge of financial products, ability to
manage financial activities, understanding the role of
agents, financial awareness and the information about
different investment avenues. In the similar manner,
seven items were selected further to assesses financial
behaviour (FB) of people, such as paying bills on time,
keeping track of financial status, minimizing dependency
on loans, developing plans for future financial
requirements, eliminating waste, thinking before shopping,
and the habits of keeping the records of all financial
matters. Financial literacy (FL) level of the participants
was examined on three levels- low level, moderate level
and high level. The selection of items under each construct
was based on their acceptable range of reliability and
validity. The questionnaire was prepared on each item
under the constructs on 5-points likert scale. Where, 5 –
indicates strongly disagree and 1-indicates strongly agree
attitude to that particular item/statement. A total of 1100
questionnaire were prepared and distributed among the
participants, 900 participants returned the questionnaire
but, 756 questionnaires were found in complete form. Thus
it was possible to collect the data from 756 participants
only (389 from Cuttack and 367 from Khordha). Thus, the
sample size is restricted to 756 only.
Universal Journal of Accounting and Finance 10(1): 327-337, 2022
331
Table 2. Questions and parameters of model:
FINANCIAL KNOWLEDGE
1
I am quite confident with basic numerical calculations without any mistakes
1
2
3
4
5
2
I am quite sure about the calculation of simple interest
1
2
3
4
5
3
I know the calculation of amount in case of compound interest
1
2
3
4
5
4
I have the knowledge about the high level of risk with high return.
1
2
3
4
5
5
I know that high inflation leads to increase the cost of living
1
2
3
4
5
6
I know that the value of money changes with time.
1
2
3
4
5
7
I am quite confident of using various electronic transactions.
1
2
3
4
5
FINANCIAL ATTITUDE
1
I always stay informed about financial planning
1
2
3
4
5
2
I have the knowledge of personal financial awareness.
1
2
3
4
5
3
I have the knowledge of different financial products.
1
2
3
4
5
4
I stay informed about different investment avenues.
1
2
3
4
5
5
I always stay informed about stock market activities
1
2
3
4
5
6
I am confident about managing my financial matters
1
2
3
4
5
7
I clearly understand the role of agents in investing
1
2
3
4
5
FINANCIAL BEHAVIOUR
1
My financial condition can meet all my financial needs only
1
2
3
4
5
2
I spend money than to save it for the long term
1
2
3
4
5
3
I believe in paying my bills on time
1
2
3
4
5
4
My financial condition restricts me to do some important things in my life.
1
2
3
4
5
5
I keep a close watch on my financial affairs
1
2
3
4
5
6
I have the habits of keeping the records of all of my financial activities
1
2
3
4
5
7
I have the tendency to analyze my affordability before buying
1
2
3
4
5
LEVEL OF FINANCIAL LITERACY
1.
2.
3.
Low level
Moderate level
High level
4.6. Variables and Methods
Structural Equation Modeling has been employed to
analyze the data. In recent years, structural equation
modeling has become more widely employed in scientific
studies in the field of social sciences. The fact that a single
model can measure both direct and indirect correlations
among causative variables is the most fundamental reason
for the spread of this statistical technique. The structural
equation model, in general, depicts the predicted cause and
effect relationship between several constructs with
statistical dependencies. The primary data so collected
were analyzed by using SPSS-AMOS-23.
5. Results and Discussion
5.1. Profile of Respondents
A complete description of sample respondents is
tabulated in table no-3.
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Impact of Financial Knowledge, Financial Attitude and Financial Behaviour on
Financial Literacy: Structural Equitation Modeling Approach
Table 3. Respondents’ profile
Gender
Number
Percentage
Male
484
64
Female
272
26
Age
Number
Percentage
Below 30
113
15
30-40
204
27
40-50
265
35
50 and more
174
23
Education
Number
Percentage
Under graduate
83
11
Graduate
355
47
Post graduate/ Others
318
42
Occupation
Number
Percentage
Govt./private employee
318
42
Business
23418
31
Professional
204
27
District
Number
Percentage
Khordha
367
49
Cuttack
389
51
Source: Compiled from collected data
Majority of the respondents are male graduates of the
age group (40-50) employed in government or private
organizations.
The values of Alpha for all the constructs are more than
0.70 (table-4), indicating a strong level of internal
consistency reliability for the scale used as measuring
instrument.
5.2. Reliability
5.3. Convergent Validity
Table 4. Reliability
Constructs
Cronbach's Alpha
N
FK
0.874
7
FA
0.926
7
FB
0.948
7
Convergent validity is established through “Composite
reliability (CR)” and “Average Variance explained (AVE)”
and it measures relationship between two constructs. The
collected data set meets the validity test if CR > 0.7, CR >
AVE and AVE > 0.5 [12]. The calculated values of CR,
AVE (table-5) for all the constructs meet the minimum
requirement for the data to be reliable.
Universal Journal of Accounting and Finance 10(1): 327-337, 2022
333
Table 5. Validity
AVE
L1
<---
FK
0.636
L2
<---
FK
0.627
L3
<---
FK
0.686
L4
<---
FK
0.821
L5
<---
FK
0.788
L6
<---
FK
0.766
L7
<---
FK
0.555
L8
<---
FA
0.902
L9
<---
FA
0.805
L10
<---
FA
0.865
L11
<---
FA
0.769
L12
<---
FA
0.639
L13
<---
FA
0.85
L14
<---
FA
0.639
L15
<---
FB
0.844
L16
<---
FB
0.854
L17
<---
FB
0.816
L18
<---
FB
0.879
L19
<---
FB
0.896
L20
<---
FB
0.782
L21
<---
FB
0.887
CR
0.5014
0.870
0.6200
0.9183
0.7258
0.9487
5.4. Discriminant Validity
The extent different constructs are different from each other is determined by Discriminant validity. The sample data
confirm this validity (Table 6) as MSV < AVE, ASV < AVE and √AVE > Correlation [12].
Table 6.
Factor Correlation Matrix
MSV
AVE
ASV
FK
FA
FB
FK
0.043681
0.5014
0.02184
0.708
0.004
0.209
FA
0.000016
0.62
0.000092
0.004
0.774
-0.013
FB
0.04368
0.7258
0.0201925
0.209
-0.013
0.851
5.5. Model Fit Summary
Different measures of goodness of fit are as follows.
Table 7. Model Fit
Variable
Value(Model-I)
“Chi-square value”
464.802, d.f =200
Suggested value
“P value”
0.000
“CMIN/DF”
2.324
“< 3”
“GFI”
0.945
“> 0.90”
“AGFI”
0.930
“>0.90”
“CFI”
0.978
“>0.90”
“RMR”
0.064
“<0.08”
“RMSEA”
0.042
“<0.08”
“P-CLOSE’
0.997
“>0.05”
334
Impact of Financial Knowledge, Financial Attitude and Financial Behaviour on
Financial Literacy: Structural Equitation Modeling Approach
All the model fit (table no-7) indices are within the suggestive range [3], [6], [13]. The particular model is obtained by
co-variating the error terms e1 with e21; e8 with e10 and e7 with e9 and it is evident from the following path diagram
(fig-2).
Figure 2. Final model for measuring Financial Literacy
Universal Journal of Accounting and Finance 10(1): 327-337, 2022
335
Table 8. Regression Weights and critical ratios
Estimate
S.E.
C.R.
P
L1
<---
FK
1
L2
<---
FK
0.998
0.068
14.683
*
L3
<---
FK
1.071
0.068
15.782
*
L4
<---
FK
1.257
0.07
17.987
*
L5
<---
FK
1.204
0.069
17.503
*
L6
<---
FK
1.189
0.069
17.154
*
L7
<---
FK
0.84
0.051
16.512
*
L8
<---
FA
1.383
0.069
20.16
*
L9
<---
FA
1.215
0.065
18.59
*
L10
<---
FA
1.339
0.068
19.61
*
L11
<---
FA
1.129
0.063
17.905
*
L12
<---
FA
1.006
0.025
39.642
*
L13
<---
FA
1.287
0.067
19.345
*
L14
<---
FA
1
L15
<---
FB
0.956
0.03
32.301
*
L16
<---
FB
0.988
0.03
33.1
*
L17
<---
FB
0.95
0.031
30.227
*
L18
<---
FB
1.024
0.029
35.249
*
L19
<---
FB
1.032
0.028
36.773
*
L20
<---
FB
0.941
0.034
28.003
*
L21
<---
FB
1
FL
<---
FK
0.505
0.069
7.319
*
FL
<---
FA
0.057
0.053
1.087
0.277
FL
<---
FB
-0.027
0.04
-0.68
0.496
Table 9. Covariances among the variables
Estimate
S.E.
C.R.
P
FK
<-->
FB
.219
.044
5.009
*
FA
<-->
FB
-.015
.043
-.337
.736
FK
<-->
FA
.003
.032
.088
.930
In table-8, the value of critical ratios (C.R) getting more
than 1.96 is an indication of the significance of the path
with 95% confidence level. Similarly, the P-value with (*)
indicates that the regression weights are significant. As
such, the effect of all the observed variables has significant
loading on their constructs. The effect of “Financial
Knowledge” on “Financial literacy” is positive and
significant. But, the effect of “Financial Attitude” on
“literacy level” is positive and insignificant. Similarly, the
effect of “Financial Behaviour” on “literacy level” is
negative and insignificant. So, H1 and H2 are accepted and
H3 is rejected.
The covariance (table-9) between “financial attitude &
financial behaviour” is negative and not significant as C.R
is less than 1.96. The covariance between “financial
knowledge & financial behaviour” is positive and
significant as C.R is more than 1.96. Similarly, the
covariance between “financial knowledge & financial
attitude” is positive and not significant. The negative
covariance value indicates negative correlation between
the constructs- “financial attitude & financial behaviour”.
So, H4 is accepted for “financial knowledge & financial
behaviour” and “financial knowledge & financial attitude”,
but it is rejected for the relation between “financial attitude
& financial behaviour”.
6. Limitations of the Study
The study is sensitive in nature as it is based on the
336
Impact of Financial Knowledge, Financial Attitude and Financial Behaviour on
Financial Literacy: Structural Equitation Modeling Approach
determinants of financial literacy level of people of Odisha.
Thus the information supplied by the participants may not
reflect the true picture and consequently the results of the
study may not be generalized. Similarly, the information
collected during a short time period is not sufficient to
cover all aspects of the variables under study, creating
limitations of the research.
the financial literacy level.
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7. Findings and Conclusions
Financial literacy refers to a collection of skills,
knowledge, attitudes, and behaviour that enable people to
effectively use financial services. Financial literacy
increases an individual's quality of life. It aids in the
provision of basic budgeting tools, as well as the
development of saving discipline, ensuring that people can
benefit and enjoy a pleasant life. Individuals with financial
knowledge can aid the economy by encouraging healthy
competition and encouraging service providers to raise
their level of competitiveness. It is now vital to increase
financial literacy knowledge because it can reduce the
possibility of being misled while making investment
decisions. The research identified positive effect of
“Financial Knowledge” and “Financial Attitude” on
“Financial literacy level”, supported by (Atkinson and
Messy [1]). But, there is a negative effect of “Financial
Behaviour” on “Financial literacy level”. And so,
“Financial Knowledge” and “Financial Attitude” are the
significant indicators of “Financial Literacy level” of
people of Odisha. Similarly, “Financial knowledge” is
found to be positively related to “Financial behaviour” and
“Financial attitude”, supported by Arifin [2]. But,
“Financial attitude & Financial behaviour” are negatively
related. It is therefore interpreted that paying bills on time,
keeping track of all financial transactions, developing
plans for future financial requirements etc. cannot reflect
the attitudes about short-term/long-term future planning,
spending/saving priorities of people of Odisha. In the same
way, the spending and saving patterns are not the indicators
of good financial literacy level of people of Odisha.
Financial literacy could be considered as the first step to
poverty reduction and development in poor countries. It is
indeed more significant in Odisha because a large portion
of the population, particularly in rural regions, lacks access
to conventional financial services.
Financial literacy is a problem that affects nearly every
country on the planet. A suitable level of financial literacy
is essential for a person's financial prosperity. Poor money
management skills of people are thus making them more
vulnerable to a financial catastrophe. It is now vital to raise
financial literacy knowledge because it can reduce the
possibilities of being misled while making investment
decisions. The major finding of this research aids in the
understanding of financial behaviour of Indian in general
and the people of Odisha in particular. The current work
provides information to help people of Odisha to increase
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