glm
TRANSCRIPT
Table 2: Descriptive Statistics
Factors N Mean SD
CorrelationPower-Prestige
Perception for Money Retention
Feeling of Distrust
Anxiety on Money Matters
Power-Prestige 40 3.10 .836 1 -.128 .017 .156Anxiety on Money Matters
40 4.99 .793 -.128 1 .363* .110
Perception for Money Retention
40 5.55 .419 .017 .363* 1 .132
Feeling of Distrust 40 4.89 .759 .156 .110 .132 1
Table 3: Results of Regression AnalysisDependent Variable Total R
For Equation R2 Adj. R2 F Sig. Beta t
Power-Prestige .333 .111 .088 4.746 .036 -.333 -2.179Perception for Money Retention
.409 .168 .146 7.652 .009 .409 2.766
Feeling of Distrust .181 .033 .007 1.290 .263 .181 1.136Anxiety on Money Matters
.463 .214 .194 10.368 .003 .463 3.220
Table 1: Gender-wise Statistics
Gender Power-Prestige
Anxiety on Money Matters
Perception for Money Retention
Feeling of Distrust
MALE Mean 3.38 4.63 5.38 4.76N 20 20 20 20Std. Deviation .740 .764 .327 .659
FEMALE Mean 2.83 5.35 5.72 5.03N 20 20 20 20Std. Deviation .853 .655 .439 .841
Total Mean 3.10 4.99 5.55 4.89N 40 40 40 40Std. Deviation .836 .793 .419 .759
RESEARCH METHODOLOGY AND SAMPLE SIZE
This research involves empirical testing of hypotheses through regression analysis. Based on
the objectives of the present study, the research design is exploratory in nature. Exploratory
research design aims at collecting data afresh for the current study purposes only. Descriptive
research intended to elucidate the data and primary characteristics about the variables and
respondents. The sample size is 40 i.e. 20 girls and 20 boys pursuing MBA and B.Tech
course. The students were randomly survey in the class to get their responses for their money
attitudes
DATA ANALYSIS AND RESULTS
Considering results of table 1, students have given maximum score to the factor; Feeling of
Distrust (5.55). This implies students remain very concerned about the price they pay for the
purchase of articles. Girls (5.72) are better at towards their feeling of distrust as against boys
(5.38). Girls are found to be more suspicious about the price of the items they purchased or
shall be purchasing.
Students have given second highest score to the factor; Perception for Money Retention,
indicating that they possess better attitude towards saving money for future. They believe in
financial planning for future. They even wished to save for bad phase of life. Girls (5.35) are
far better in doing financial planning for the future as compared to boys (4.63).
Third highest score has been given to factor; Anxiety on Money Matters (4.89). Again girls
(5.03) have score better average s compared to boys (4.76). Girls use money cautiously to
buy items of use. Girls go for bargain while shopping. Extra spending does not make them
happy.
Students have given least score to the factor; Power-Prestige (3.10). It simply means that
students do not get amused by influencing friends with the amount of they have with them or
the valuables they carry/bear in college. Girls scored (2.83) as compared to boys (3.38) on
this particular factor.
Table 2 shows the correlation among various factors. The value is below 6 in all cases
showing that no factor is highly correlated to another factor. There is no problem of
multicollinearity among factors.
The regress model results of table 3 indicate that there is a significant difference between the
students` money attitude across gender. The value of Wilks'' Lambda indicates about (1
- .607) * 100 = 39.3% of the variance in the dependent variables is accounted for by the
differences between gender attitude to money. Three out of total four measures i.e. Power-
Prestige, Perception for Money Retention, and Anxiety on Money Matters appear to vary
significantly over gender, and even the F-ratio (5.668) for these is significant (p<.001).
Differences in Anxiety related to money matters across gender have greater impact on overall
students` money attitude as shown by the highest values of R2 (.214) and adjusted R (.194).
This result is significant at p<0.01. The F static also have the greatest value (10.368) in this
case. Differences in perception for money retention across gender scores the second highest
values for both R2 (.168) and adjusted R (.146). These values are significant at p<0.01 with F
value=7.652. Power-Prestige factor has the least values for R2 (.111) and adjusted R (.088).
These values are significant at p<0.05 with F=4.746. In case of fourth factor (feeling of
distrust) regression values have not been found statistically significant.
Beta values also show the strength of predictor i.e. gender for assessing money attitude.
These values indicate that for determining students` money attitude, anxiety on money
matters has the strongest predicting strength (.463) followed by perception for money
retention (.409) and finally the power-prestige factor (.036).
DISCUSSION OF RESULTS
H0: There is no difference between the mean scores of male and female respondents across four money attitude factors
HA: There is a difference between the mean scores of male and female respondents across four money attitude factors
Table 2: Independent Samples TestLevene's Test for
Equality of Variancest-test for Equality of Means
F Sig. t df Sig.Two-tailed
Mean Difference
Avg_A Equal variances assumed .984 .328 2.179 38 .036 .550Equal variances not assumed 2.179 37.262 .036 .550
Avg_D Equal variances assumed .016 .899 -3.220 38 .003 -.725Equal variances not assumed -3.220 37.133 .003 -.725
Avg_B Equal variances assumed 5.174 .029 -2.766 38 .009 -.339Equal variances not assumed -2.766 35.129 .009 -.339
Avg_C Equal variances assumed 4.668 .037 -1.136 38 .263 -.271Equal variances not assumed -1.136 35.934 .264 -.271
Table 1: ANOVASum of Squares df Mean Square F Sig.
Power-Prestige(Avg_A)
Between Groups 3.025 1 3.025 4.746 .036Within Groups 24.219 38 .637Total 27.244 39
Anxiety on Money Matters (Avg_D )
Between Groups 5.256 1 5.256 10.368 .003Within Groups 19.265 38 .507Total 24.522 39
Perception for Money Retention(Avg_B)
Between Groups 1.148 1 1.148 7.652 .009Within Groups 5.703 38 .150Total 6.852 39
Feeling of Distrust(Avg_C)
Between Groups .737 1 .737 1.290 .263Within Groups 21.702 38 .571Total 22.439 39
The result shows that Power-Prestige Factor (Avg_A) has p>0.5 for Levene's Test indicating
that equality of variances across gender. The t-test result (with equality of variances) shows t
statistic of 2.179 with 38 degrees of freedom. The corresponding two-tailed p-value is 0.36,
which is less than 0.05 but higher than 0.01. Therefore, null hypothesis (H0) is rejected at 5%
significance level implying that mean scores of genders are significantly different from each
other on power-prestige variable.
The result shows that Anxiety on Money Matters (Avg_D) has p>0.5 for Levene's Test
indicating that equality of variances across gender. The t-test result (with equality of
variances) shows t statistic of -3.220 with 38 degrees of freedom. The corresponding two-
tailed p-value is 0.003, which is less than 0.05 but higher than 0.001. Therefore, null
hypothesis (H0) is rejected at 5% significance level implying that mean scores of genders are
significantly different from each other on Anxiety on Money Matters.
The result shows that Perception for Money Retention (Avg_B) has p<0.5 for Levene's Test
indicating that inequality of variances across gender. The t-test result (with inequality of
variances) shows t statistic of -2.766 with 35.129 degrees of freedom. The corresponding
two-tailed p-value is 0.009, which is less than 0.05 but higher than 0.01. Therefore, null
hypothesis (H0) is rejected at 5% significance level implying that mean scores of genders are
significantly different from each other on Perception for Money Retention.
The result shows that Perception for Money Retention (Avg_C) has p<0.5 for Levene's Test
indicating that inequality of variances across gender. The t-test result (with inequality of
variances) shows t statistic of -1.136 with 35.934 degrees of freedom. The corresponding
two-tailed p-value is 0.264, which is more than 0.05. Therefore, null hypothesis (H0) is not
rejected at 5% significance level implying that mean scores of genders are not significantly
different from each other on Perception for Money Retention.
Group Statistics
Gender N Mean Std. Deviation Std. Error Mean
Avg_A MALE 20 3.38 .740 .165
FEMALE 20 2.83 .853 .191
Avg_D MALE 20 4.63 .764 .171
FEMALE 20 5.35 .655 .147
Avg_B MALE 20 5.38 .327 .073
FEMALE 20 5.72 .439 .098
Avg_C MALE 20 4.76 .659 .147
FEMALE 20 5.03 .841 .188