Economics and Accounting Journal
Vol.1, No.1, January 2018
THE INFLUENCE OF FINANCIAL LITERACY, FINANCIAL
BEHAVIOR AND INCOME ON INVESTMENT DECISION
Baiq Fitri Arianti
University of Pamulang
[email protected]
Abstract
This research aims to analyze and measure the influence of financial literacy, financial
behavior and income on investment decisions. The type of research used is quantitative
research descriptive method. Types and data sources used are primary data that is data
collected and processed by the researcher himself from the object. The amount of
population in this research is 29.231 student and the sample technique used is random
sampling by using slovin formula. Data were collected by using questionnaire method
from 100 student become sample in this research. Data analysis techniques used in this
research are descriptive statistical analysis, data quality test, classical assumption test,
multiple linear regression test, F test, t test and coefficient of determination with the help
of software program SPSS version 22. The results of this research indicate that financial
literacy no significant effect on investment decisions, while financial and income
behavior have a significant effect on investment decisions.
Keywords : Financial Literacy, Financial Behavior, Income and Investment Decisions
planning is only done by people who
have high income only. But on the other
hand, there are also individuals who
have high incomes but have no
investment planning on their personal
finances (Pritazahara, 2015).
According to Masassya (2006) states
that most of the allocation of funds
aimed at several things namely,
investment, saving and consumption.
Among the three, the most beneficial
type of allocation in the future is
investment. Planning investment in
personal finance is important, because it
is an independent learning process to
manage finances in the present and
future (Pritazahara, 2015).
Investment is a sacrifice made
nowadays with the aim of gaining
greater benefits in the future (Haming
and Basalamah, 2010). One of the
factors needed to make an investment is
1. INTRODUCTION
Financial
Literacy
(Financial
Literacy) is a must for every individual
to avoid financial problems because
individuals are often faced with a trade
off situation where one must sacrifice
one interest for the sake of other
interests. According to Robb and
Woodyard (2011) sufficient financial
literacy will provide a positive influence
on the financial behavior of a person,
such as set or allocate finances
appropriately.
Consumerism attitude that became a
habit at this time make people less have
a culture of saving for example in terms
of investing. There are still many people
who have not realized the importance of
having financial management in their
personal lives because people still think
that personal financial investment
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Economics and Accounting Journal
Vol.1, No.1, January 2018
investment decision maker don’t always
behave in a manner consistent with the
assumptions made according to the
perception and understanding of the
information received (Christanti and
Mahastanti, 2011).
When making investment decisions,
individuals are relatively dominated by
the expected utility theory. Expected
utility theory is a risky decision and
aims to achieve maximum results
(Tversky and Kahneman, 1981). This
theory assumes that individuals who
make decisions are rational, but often
decision makers are not rational at the
time of their choice (Robison, Shupp,
and Myers, 2010). Kahneman and
Tversky (1979) criticize the utility
theory used in making investment
decisions
especially when
risky
conditions are based on human
psychological factors. Then the utility
theory was developed and prospect
theory was born. Human behavior in
making decisions is based on
psychological factors, making a risky
decision can be interpreted as a choice
or gamble. Manurung (2012) states that
individuals in investing not only use
estimates of the prospects of their
investment
instruments,
but
psychological factors also have a big
role in determining decision-making.
Learn how psychological factors are
emotional can affect financial decisions,
and financial markets expressed by
Nofsinger (2001) by defining the theory
of financial behavior is the study of how
humans actually behave in financial
related decisions. Behavioral finance
(behavioral finance) is an approach that
explains how people make investments
or activities related to finance is
influenced by psychological factors.
The problems in this research are
also expressed by Welly's (2016) study
which shows that aspects of financial
literacy such as general knowledge of
personal finance, savings and loans,
insurance,
and
investment
capital or funds. Sources of funds can
come from loans or personal funds. In
addition to knowledge of finance,
income and experience in investing also
affect investment decisions, the more
income a person has in managing the
finances, the better the way of managing
his finances for the future by
considering the risks that will occur and
tolerating those risks (Nababan &
Sadalia, 2013).
Based on the World Bank survey, it
shows that Indonesia's financial literacy
rate is only 20%. This is lower
compared to ASEAN countries such as
filipino 27%, Malaysia 66% Thailand
73% and Singapore 98%. Therefore it is
needed Financial Literacy in improving
the economy.
Students as young people will not
only face the increasing complexity in
financial products, services and markets,
but they are more likely to face financial
risks in the future. (Lusardi and
Mitchell, 2007). The problem in this
research is the low financial literacy and
financial behavior that occurs among the
students, this is seen during initial
observation in some students of the
Faculty of Economics, Pamulang of
University said that it is still not able to
manage their own lifestyle and pattern
because of the high level of consumptive
that makes them irrational in buying
their needs, besides also in managing the
money they receive from parents or
scholars, they faced with a variety of
complex financial options, including
paying tuition, paying rent or rent,
repaying loans, budgeting, saving,
following insurance and even working
so they have to balance their lives both
in the workplace, college and life social.
This fact is what encourages the
development of the theory of financial
behavior (financial behavior theory)
which is the application of psychology
in the discipline of financial science.
Financial behavior is instrumental in
making investment decisions. The
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Economics and Accounting Journal
Vol.1, No.1, January 2018
simultaneously
(whole)
have
a
significant influence on lecturer's
investment decision, employees, and
students at STIE Multi Data Palembang.
And this research is also appropriate
conducted by Ni Made Dwiyana
Rasuma Putri et al (2017) said that
financial literacy has the greatest
influence in determining the behavior of
individual
investment
decisions
compared
with
sociodemographic
factors. Meanwhile, according to
research Musdhalifa (2016) shows that
the significant influence where locus of
control, financial knowledge and income
positively affect the decision to invest in
the community of Makassar.
Here is a conceptual framework
image of the variables to be studied as
follows:
Financial Literacy
(X1)
Financial Behavior
(X2)
2. LITERATURE REVIEW
2.1. Financial Literacy
Financial knowledge and skills in
managing personal finance are essential
in everyday life. Krishna, Rofaida, and
Sari (2010) explain that financial
literacy helps individuals to avoid
financial problems.
Financial Literacy according to the
Financial Services Authority (2013) is a
series of processes or activities to
increase the knowledge, confidence and
skill of consumers and the wider
community so that they are able to
manage finances better.
According to Kim (2001) in Sabri
(2011) financial literacy is the basic
knowledge that people need to survive
in modern society. This basic knowledge
involves knowing and understanding the
complex principles of spending, saving,
and investing. Meanwhile, according to
Lusardi & Mitchell (2007) describes
financial literacy is the knowledge that
someone
has
about
financial
instruments, including, one's knowledge
about savings or saving, insurance or
insurance, investment and other
financial instruments. Financial Literacy
can be interpreted as financial
knowledge, with the aim of achieving
prosperity.
From the above understanding, it
can be concluded that financial literacy
is a person's ability to know finance in
general, where the knowledge includes
savings, investments, debt, insurance
and other financial instruments.
Investment
Decision
(Y)
Income (X3)
Figure 1. Conceptual Framework
Based on the description and
framework that has been described, the
researcher formulates the research
hypothesis as follows:
H1 : There is the influence of financial
literacy on investment decisions
H2 : There is influence of financial
behavior to investment decision
H3 : There is an influence of income
level on investment decisions
H4 : There is the influence of financial
literacy, financial behavior and
income level collectively to
investment decisions
2.2. Financial Behavior
Financial Behavior is a behavior
related to financial applications.
According to Ricciardi (2000), financial
behavior is a discipline of science in
which the inherent interaction of
disciplines of science and continuously
integrate so that the discussion is not
done isolation. A person who wants to
learn financial behavior must have an
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Economics and Accounting Journal
Vol.1, No.1, January 2018
understanding of the psychological,
sociological, and financial aspects.
Shefrin (2000) defines financial
behavior as a study of how
psychological phenomena affect their
financial behavior. Nofsinger (2001)
defines the financial behavior of
learning how humans actually behave in
a financial setting. In particular, learn
how psychology influences financial,
corporate
and
financial
market
decisions.
population in this study is all students
active in the odd semester of academic
year 2016/2017 at the Faculty of
Economics, University of Pamulang,
amounting to 29,231 students.
The sample technique used is simple
random sampling technique. To
determine the size of the sample is done
through a statistical approach by using
the Slovin formula (Sugiyono, 2016).
N
n=
1 + N (e) 2
2.3. Income
Income is one indicator to measure
the welfare of a person or society, so
that the income of this society reflects
the economic progress of a society
(Luminatang, 2013). According Sukirno
(2006), income is the amount of income
received by the population on their work
performance during a certain period,
whether daily, weekly, monthly or
yearly.
A
person's
income
is
fundamentally dependent on work in the
field of services or production, as well
as the time spent on work, the level of
income per hour received (Luminatang,
2013).
Based on the calculation of slovin
formula, the sample obtained as much as
99.65 rounded to 100. Type and source
of data used is the primary data of the
students active odd semester academic
year 2016/2017 Faculty of Economics at
the University of Pamulang. Data
collection techniques in this study are 1)
Observation, 2) Library Studies, 3)
Questionnaire. Data analysis technique
used in this research is statistical
analysis method by using SPSS
application program version 22 for
windows.
2.4. Investment Decision
According to Rusdin (2006) the
decision to invest is individual and
depends entirely on a free person.
Therefore, before arriving at an
investment decision, first consider
carefully. According to Christanti &
Mahastanti (2011), an individual's
investment decisions during these two
sides are a) the extent to which decisions
can maximize the wealth (economic), b)
Behavioral motivation (investment
decision based on investor psychological
aspect).
4. RESULT AND DISSCUSION
3. RESEARCH METHOD
Based on table 1 above shows that
the number of respondents (N) as many
as 100 students. The minimum value
4.1. Descriptive Statistics Analysis
Table 1. Descriptive Statistic Result
N
100
100
FL (X1)
FB(X2)
Income
100
(X3)
ID (Y)
100
Valid N
(listwise) 100
The type of research used is
quantitative descriptive method. The
4
Min
50
22
Max
96
61
Mean
77,00
46,90
Std.
Dev.
7,439
5,902
19
35
26,97
3,605
20
38
29,63
3,784
Economics and Accounting Journal
Vol.1, No.1, January 2018
indicates the respondent's answer at least
and maximum is the highest answer.
study is valid. While the results of
testing data obtained from each item
statement on the independent and
bounded variables have the value of
cronbach's alpha is greater than the
reliability standard value of 0.60. So it
can be said that the instrument in this
reserach is reliable and feasible to use.
4.2. Data Quality Test
To know the value of rtabel, it is
known the number of respondents as
much as 100 respondents, then the free
degrees that have the equation df = n-k
or df = 100-4 at the level of significance
0.05, then got the rtabel number of
0.195. So it can be concluded that all
statement items of the variables in this
4.3. Classical
Assumption
Results
4.3.1. Normality Test
Test
Table 2. Normality Test Result
N
Normal
Parametersa,b
Most
Extreme
Differences
Unstandardized Residual
100
,0000000
2,52598534
,045
,042
-,045
,045
,200c,d
Mean
Std. Dev.
Absolute
Positive
Negative
Test Statistic
Asymp. Sig. (2-tailed)
value shows larger numbers 0.10 ie
0.739 on variable Financial Literacy.
0.701 on the variable of Financial
Behavior and 0.915 on the Income
variable. Thus it can be concluded in the
regression
model
don’t
occured
multicolinierity between independent
variables.
Based on table 2 above that the
value of significance shows the figure of
0.200> 0.05. So it can be said that the
data used in this study is normally
distributed
4.3.2. Multicolinearity Test
Table 3. Multicolinearity Test
Coefficientsa
Model
4.3.3. Heteroscedasticity Test
Collinearity Statistics
Tolerance
VIF
(Constant)
Financial Literacy ,739
Financial behavior ,701
Income
,915
1,354
1,427
1,093
Based on table 3 above can be
stated that the value of Variance
Inflantion Factor (VIF) is far below the
number 10 that is 1.354 on the variable
Literasi Finance, 1.427 on the variable
Financial Behavior and 1.093 on
variable Income, while the tolerance
Figure 2 . Heteroscedasticity Test Result
Based on the scatterplots graph
shown in Figure 2 above shows that the
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Economics and Accounting Journal
Vol.1, No.1, January 2018
points spread randomly and do not form
a pattern, and are scattered below or
above the number 0 on the y-axis. It can
be concluded that the research data don’t
occured heteroscedasticity.
4.3.4. Autocorrelation Test
4.4.2. Coefficient of Determination
Test (R2)
Table 6. Coefficient of Determination Test
Result
Table 4. Autocorrelation Test Result
Model Summaryb
Mo
del
R
R
Square
Adjusted
R Square
SEE
D
W
1
,745
,554
,540
2,565
1,
82
a
Model
R
1
,745a
R
Square
,554
Adjusted
R Square
,540
SEE
2,565
Based on table 6 above that the
value of adjusted R square is 0,540. This
shows the results of variables Decisions
Invest can be explained by the three
variables
of
Financial
Literacy,
Financial Behavior and Revenue of
54%. The Standard Error of the Estimate
(SEE) value is 2,565. The smaller the
level of SEE will make the regression
model more accurate in predicting the
dependent variable.
Based on table 4 above shows that
the results of the autocorrelation test
output known DW value of 1.820, then
this value with a significant table value
of 5%, the number of samples N = 100
and the number of independent variables
3 (K = 3) if the value of DW 1.820 of
the value dU = 1.613.
4.4.3. T Test
From the result of analysis using
SPSS 22.0 contained in tables of
multiple linear regression analysis and
4.4. Hypothesis Test
also answer the problem formulation
4.4.1. Multiple Linear Regression Test
contained in the previous chapter is the
first hypothesis, indicating that the
Table 5. Multiple Linear Regression Test
Coefficientsa
financial literacy variable obtained
tcount value of 1.830. To determine the
Standar
distribution of t is sought at ɑ = 5%: 2 =
Unstandardiz dized
2.5%. With a 2-sided test the 0.025
ed
Coeffici
significance of the results obtained for
Coefficients
ents
the t table is 1.984. From the above
Std.
calculation results obtained Financial
Model
B
Error Beta
T
Sig.Literacy (X1) has tcount ttable is
1 (Constant) ,952 3,092
,308 ,7591.830 1.984 with a significance value
FL
,074 ,040
,145
1,830 ,070of 0.070 0.05. This can be interpreted
FB
,125 ,052
,195
2,400 ,018that the Financial Literasi not positively
Income ,635 ,075
,605
8,494 ,000and significantly influence on the
Decision of Investing. Then H1 is
rejected. The second hypothesis, shows
From table 5 above shows that the
the results of the calculation of Financial
result of multiple linear regression
Behavior (X2) obtained tcount value
equation that is formed is Y = 0,952 +
ttable is 2,400 1.984 with a
0,074x1 - 0,125x2 + 0,635x3 + e.
significance value of 0.018 0.05. This
shows
that
Financial
Behavior
influences investment decisions. Then
H2 is accepted and the third hypothesis,
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Economics and Accounting Journal
Vol.1, No.1, January 2018
shows that the result of calculation of
Revenue value (X3) obtained tcountable
value ttable is 8.494 1.984 with a
significance value of 0,000 0.05. This
shows that income has a positive and
significant effect on the Investment
Decision. Then H3 accepted
.
4.4.4. F Test
decisions and these results are also in
line with the variable financial literacy
in the insurance aspects indicate that no
significant effect on investment decision
in STIE Multi Data Palembang. Then
these results are also in line with the
results of research conducted by Melisa
(2015) indicates that the Literasi
financial investors have no significant
effect on investment decisions.
Variable of Financial Behavior
influence to investment decision,
evidenced by value of tcount ttabel is
2,400 1,984 with significance value
equal to 0,018 0,05. These results are
in line with the results of research
conducted by Aminatuzzahra (2014) can
be concluded that there is significant
influence between behavioral variable
(attitude) finance to investment decision
making. So this research is also in
accordance with the theory of financial
behavior perspective in financial
decision making. The better one's
attitude or mental finance then the
financial behavior of a person in making
better investment decisions.
Income significant effect on
investment decisions, evidenced by the
value of t count ttable is 8.494 1.984
with a significance value of 0.000
0.05. The results of this study in line
with research conducted by Musdhalifa
(2016) showed that income has a
significant
effect
on
investment
decisions have an influence. This is also
in line with the results of Kusumawati
(2013) research that a person's income
has an influence on the management of
his personal finances, the more their
income the greater his judgment to make
an investment decision. And this result
is not in line with the results of research
conducted by Ni Made Dwiyana and
Henny (2017) shows that Revenue does
not significantly influence the behavior
of inventory decisions. That is, a
person's income level is not a
benchmark for making an individual
investment decision. The same thing in
Table 7. F Test Result
Mea
n
Sum of
Squa
Model
Squares Df re
F
1 Reres
261, 39,79
785,630 3
sion
877 9
Resi
6,58
631,680 96
dual
0
Total 1417,31 99
Sig.
,000b
Based on table 7 above obtained
value of Fcount equal to 39,799 by using
confidence level 95% and significant
level 0,05. Then it can be concluded that
hypothesis four or H4 accepted, which
means that the multiple regression
model can be used to measure the level
of
investment
decisions
or
simultaneously have a positive and
significant impact on the Decision of
Investing.
4.5. Discussion
The discussion in this study
indicates that the financial literacy
variable has no significant effect on the
investment decision, evidenced by the
value of tcount ttable is 1.830 1.984
with a significance value of 0.070
0.05. This can be interpreted that the
Financial Literasi not positively and
significantly influence on the Decision
of Investing. These results are not in line
with the results of research conducted by
Welly et al (2016) showed that partially
variable financial literacy in the aspects
of savings and loans and investment
alone that significantly affect investment
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Economics and Accounting Journal
Vol.1, No.1, January 2018
Rita and Kusumawati's research (2010)
states that the higher the income a
person has, the more a person wants to
buy what he wants beyond what is
needed, someone who is like this less
understood by the benefits of saving or
investing for the future. While
simultaneously, for the variables X1, X2
and X3 together significant effect on
Investment Decision, evidenced by the
value Fcount> Ftable that is 39.799>
2.70 and the value of significance 0,000
<0.05.
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Based on the results of multiple
linear regression test, shows that the
value of constant and coefficient of
variables that have a positive value
indicates that the equation has a direct
relationship. Based on T test results,
indicating that for financial literacy
variable has no significant effect on
investment decisions. Based on the
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financial literacy, financial behavior and
income together have a significant effect
on investment decisions.
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