Present study is descriptive in nature and it examined the impact of higher education on different level of women empowerment. The study conducted by taking higher educated women of Karnataka and in the study area (Karnataka) around 773561 women enrolled for higher education (UGC, 2018-19). Taro Yamune (1967) formula used to determine sample size and finalized with Sample size of 384 with 0.05 error. This study measured different level of measurement Such as Social Empowerment (SE), Economic Empowerment (EC), Political Empowerment (PE), Educational Empowerment (ED) and Psychological Empowerment (PS). Questionnaire developed in two-part, first part asking demographic details and second part asking questions related to empowerment. Each level of empowerment measured separately by asking questions with five-point Likert scale, five being Strongly Agree and 1 being Strongly Disagree. Questionnaire constructed with help of literature, where some of the statements are directly adapted (Yamuna,2013) and some with little modification. After developing questionnaire, data were collected from five highly populated districts, namely Dakshina Kannada, Bangalore, Mysore, Dharwad and Gulbarga as a representative of entire Karnataka population. Questionnaire distributed randomly through google form in email, WhatsApp and personally (with help of friends and colleagues in each districts). Totally 435 responses are collected and after data cleaning process researcher retained only 384 responses to analyze the data. After data cleaning and screening process, the responses are entered in SPSS 20 version. Before conducting descriptive analysis and inference analysis, researcher carried out Cronbach Alpha test to know the reliability of the data. The result of reliability test showed in Table No.1.
Table No.1: Reliability Analysis
Variable
|
No. of items
|
Cronbach Alpha Value
|
Social Empowerment
|
5
|
0.761
|
Economic Empowerment
|
5
|
0.805
|
Political Empowerment
|
4
|
0.811
|
Educational Empowerment
|
3
|
0.783
|
Psychological Empowerment
|
4
|
0.843
|
Overall Empowerment)
|
21
|
0.910
|
The table No.1 revealed that Social Empowerment (I = 0.761), Economic Empowerment (I = 0.805), Political Empowerment (I = 0.811), Educational Empowerment (I = 0.783), Psychological Empowerment (I = 0.843) and Overall Empowerment (I = 0.910), Since Cronbach Alpha value is more than 0.6 therefore, we can conclude that the opinion given by respondents are reliable.
4.0 Data Analysis and Interpretation
4.1 Demographic Profile of the respondents:
The demographic details help the reader to understand the nature of respondents and distribution of respondents based on age, educational qualifications, employment of the respondents, employment status, marital status and monthly income. The researcher collected responses from all groups of respondents and precautions were taken while selecting sample units. The demographic details of the respondents were given in Table No.2.
Table No.2: Demographic details of respondents
Variable
|
Groups
|
Frequency
|
Percentage
|
Chi-square Value or fisher’s exact value
|
P value
|
Age
|
20–29
|
185
|
48.18
|
95.220
|
.151
|
30–39
|
120
|
31.25
|
Above 40
|
79
|
20.57
|
Educational Qualification
|
UG
|
203
|
52.86
|
148.736
|
.057
|
PG
|
150
|
39.06
|
M.Phil. or Ph.D.
|
20
|
5.21
|
Other
|
11
|
2.86
|
Employment Status
|
Government Employed
|
21
|
5.468
|
190.752
|
.075
|
Private Employed
|
151
|
39.32
|
Self Employed
|
43
|
11.20
|
Unemployed
|
139
|
36.20
|
Other
|
30
|
7.81
|
Marital Status
|
Married
|
182
|
47.39
|
101.131
|
.075
|
Single
|
198
|
51.56
|
Divorced or Separated
|
4
|
1.04
|
Monthly Income
|
No Income
|
145
|
37.76
|
208.589
|
.000
|
Below Rs.10000
|
92
|
23.96
|
Rs.10001–25000
|
82
|
21.35
|
Rs.25001-Rs.50000
|
42
|
10.94
|
Above Rs.50000
|
23
|
5.98
|
Source: Field Survey,2021 |
The Table No.1 exhibits that majority of the respondents (48.18%) are between age group of 20–29, followed by age group of 30–39 (31.25%). Table showed that 52.86% of the respondents completed their graduation and 39.06% of the women competed their post-graduation. Majority of the higher educated women (39.32%) working in private sector organization and only 5.46% of the higher educated women working in the government sector. The table exhibits that majority of the higher educated women (37.76%) are not earning any income and 23.96% of the respondents are earning less than Rs.10000 per month. The table also examined the association between higher educated women’s perception on overall empowerment among demographic parameters. It revealed that there is no significant association between perception on overall empowerment among demographic parameter (P > 0.05) except monthly Income. The mean and standard deviation among groups showed that low-income women (Below Rs.10000) are strongly agree that higher education helps to overall empowerment of the women.
4.2 Perception on Social Empowerment
Social empowerment of women means strengthening women’s social relationships and her position in the society. The researcher is interested to know the opinion of women about impact of higher education on social empowerment and result depicted in Table No.3.
Table No.3: Descriptive Analysis of Social Empowerment
|
N
|
Mean
|
Std. Deviation
|
t
|
Sig. (2 tailed)
|
Higher education helps to attain Social Status
|
384
|
4.48
|
.733
|
39.474
|
.000
|
Higher educated women get respect from family
|
384
|
3.86
|
.897
|
18.767
|
.000
|
Higher educated women can influence to eradicate social evils like eve-testing, drug addiction, alcoholism, etc
|
384
|
3.74
|
.932
|
15.653
|
.000
|
Higher educated women question the domestic violence
|
384
|
4.16
|
.798
|
28.516
|
.000
|
High educated women actively involved in Social activities.
|
384
|
4.26
|
.754
|
32.741
|
.000
|
Overall Social Empowerment
|
384
|
4.1005
|
.59114
|
36.481
|
.000
|
Source: Field Survey,2021 |
Table No.3 revealed that respondents strongly agree that higher education helps them in getting good status in society (4.48 ± 0.733) and they agree that it also help them to get respect from their family members (3.86 ± 0.897). The respondents agreed that higher education to women helps to eliminate social evils (3.74 ± 0.932) and respondents strongly agree that higher education gives courage to question domestic violence (4.16 ± 0.798).The respondents strongly agree that women with higher education involve more in social activities than other literate women (4.26 ± 0.754) and the overall mean and standard deviation are 4.10 ± 0.59 which indicates that the respondents strongly agree that higher education helps them to attain social empowerment. The Table No.3 also exhibits one sample t test to know the mean of opinion given by respondents which significantly differ from population mean (3 for five-point Likert scale), which showed that all statements significantly differ from mean. So we can conclude that the opinion given by respondents are statistically significant (p < 0.01).
4.3 Perception on Economic Empowerment
Anne Mariegolla (2011) stated that economic empowerment of women means that they realize their rights and achieve broader development goals and financial independence. With this intention researcher is interested to know whether women from Karnataka have the same opinion. Therefore, researcher asked questions related to economic empowerment and they responses are tabulated in Table No.4.
Table No.4: Descriptive Analysis of Economic Empowerment
|
N
|
Mean
|
Std. Deviation
|
t
|
Sig. (2 tailed)
|
Women who have higher education earn income through business, Job or any other source.
|
384
|
4.55
|
.594
|
51.027
|
.000
|
Higher educated females have financial freedom than other literate women
|
384
|
4.06
|
.835
|
24.827
|
.000
|
Higher educated can understand and perform banking transaction than other women.
|
384
|
4.39
|
.746
|
36.507
|
.000
|
Higher educated women are much aware of various investment avenues
|
384
|
4.25
|
.769
|
31.919
|
.000
|
Higher educated women understand and access easily various loan schemes
|
384
|
4.16
|
.738
|
30.700
|
.000
|
Overall Economic Empowerment
|
384
|
4.2807
|
.55491
|
45.227
|
.000
|
Source: Field Survey,2021 |
Table No.4 revealed that respondents are strongly agree that women with higher education earn own income through perusing a job, running a business or any other sources than other women (4.55 ± 0.594) and they opined that higher educated women are more independent financially than other women (4.06 ± 0.835). The respondents strongly agree that higher educated women perform and understand banking transaction better than other women (4.39 ± 0.746) and they opined that women with higher educated women have more knowledge about savings and investment avenues than other women (4.25 ± 0.769).The respondents also strongly agree that higher educated women understand the procedure of accessing loan and they get loan easily when compared to other women (4.16 ± 0.738) and the overall mean and standard deviation of 4.28 ± 0.55 explains that respondents strongly agree that economic empowerment of women is facilitated through higher education. The one sample t test result showed that all opinions given by respondents significantly differ from mean, therefore we can conclude that respondents’ perception about economic empowerment is statistically significant (p < 0.01).
4.4 Perception on Political Empowerment
Political empowerment of women means the existence of a political system which favors the participation and control by the women in political decision making and also in governance. Women’s participation in political events has increased in recent days and women are understand their rights in society. In order to know whether higher education aids them to attain political empowerment, researcher asked respondents about the same and the results have been exhibited in Table No.4.
Table No.4: Descriptive Analysis of Political Empowerment
|
N
|
Mean
|
Std. Deviation
|
t
|
Sig. (2 tailed)
|
Higher educated register their name for election and lead political parties
|
384
|
3.98
|
.830
|
23.238
|
.000
|
Higher educated women are competent leader and committed in political field
|
384
|
4.10
|
.760
|
28.414
|
.000
|
Higher educated women understand legal laws very easily
|
384
|
3.99
|
.901
|
21.465
|
.000
|
Higher educated women actively involve political campaign for social cause
|
384
|
3.73
|
.905
|
15.853
|
.000
|
Total Political Empowerment
|
384
|
3.9512
|
.67961
|
27.42
|
.000
|
Source: Field Survey,2021 |
Table No.4 explains respondents agree that higher educated women register more to compete as candidates in election and can lead political parties (3.98 ± 0.930) and they strongly believe that higher educated women are competent and work committedly in political field (4.10 ± 0.760). The respondents agree that they understand legal proceedures very easily (3.99 ± 0.901) and take active participation in political campaign (3.73 ± 0.905). The overall mean and standard deviation are 3.95 ± 0.67, which indicates that respondents agree that higher education helps them to achieve political empowerment. The result of one sample t test showed that all opinions given to all statements significantly differ from mean. Since p value is less than 0.01. So the opinion of respondents is statistically significant.
4.5 Perception on Educational Empowerment
Educational empowerment means enabling women to attain the knowledge, skills and self-confidence necessary to increase their employability and participate in the development process. To understand the perception of women on educational empowerment and the influence of higher education to attain it, researcher gathered opinions and represented in Table No.5
Table No.5: Descriptive Analysis of Educational Empowerment
|
N
|
Mean
|
Std. Deviation
|
t
|
Sig. (2 tailed)
|
Providing higher education to women helps in building nation
|
384
|
4.13
|
.834
|
26.625
|
.000
|
Educated women show more self-assurance and social endorsement in the progress of community
|
384
|
4.25
|
.725
|
33.700
|
.000
|
Higher education brings environmental awareness and protection among women
|
384
|
4.23
|
.767
|
31.339
|
.000
|
Overall Educational Empowerment
|
384
|
4.2023
|
.64850
|
36.329
|
.000
|
Source: Field Survey,2021 |
Table No.5 showed that respondents strongly agree that providing higher education to women helps in building nation (4.13 ± 0.834) and also in building self-confidence and social endorsement in the progress of community(4.25 ± 0.725).The respondents strongly agree that higher education brings environment awareness among women (4.23 ± 0.767) and the overall mean and standard deviation are 4.20 ± 0.65 which indicates that respondents strongly agree that higher education helps to education empowerment of women and the result of one sample t test proved opinions are statistically significant.
4.6 Perception on Psychological Empowerment
Psychological empowerment means women attaining qualities like self-motivation, self-confidence and drive for achievement which can bring about growth in their personality. In order to know whether higher education strengthen mental ability of women, researcher asked question to respondents and results are depicted in Table No.6.
Table No.6: Descriptive Analysis on Psychological Empowerment
|
N
|
Mean
|
Std. Deviation
|
t
|
Sig. (2 tailed)
|
Higher education has made women to be more confident to vocalize their problems to the concerned authority
|
384
|
4.27
|
.712
|
35.036
|
.000
|
Obligation and capability are high among the higher educated women
|
384
|
4.13
|
.757
|
29.256
|
.000
|
Higher educated women have significant autonomy in decision making at home and workplace
|
384
|
4.08
|
.811
|
26.063
|
.000
|
Higher education trained women to face crisis management
|
384
|
4.07
|
.792
|
26.418
|
.000
|
Total Psychological Empowerment
|
384
|
4.137
|
.63398
|
35.155
|
.000
|
Source: Field Survey,2021 |
Table no.5 exhibits that respondents strongly agree that higher educated women raise voice for their problem and do not hesitate to complain about the same to the concerned department (4.27 ± 0.712) and they have high obligation and capability (4.13 ± 0.757).It showed that higher educated women take decision independently both in home and at workplace (4.08 ± 0.811) and they are mentally trained to face crisis management (4.07 ± 0.792).The overall mean and standard deviation are 4.137 ± 0.633 which explains that respondents strongly agree that higher education facilitate psychological empowerment and the result of one sample t test confirmed statistical significance.
4.8 Structural Equation Model for Impact of Higher Education on Women Empowerment
Structured equation model helps to confirm the theories with empirical data and it evaluates the validity of theories. SEM shows relationship between independent variable and dependents variable by following confirmatory approach. The figure no.1 shows proposed model of relationship between different levels of empowerment and the outcome of women empowerment. Multiple regression analysis conducted to the check impact and tried to fit the model. The figure No.1 shows path analysis and confirmatory factor analysis.
Firstly, confirmatory factor analysis was conducted to know the loading of each statements on respective factors. In that process researcher choose to eliminate statements which load less than 0.5. Therefore researcher eliminated fifth statement in Political empowerment (POLT5) in PE factor. Then run analysis to fit the proposed model and result of model is given in Table No.8.
Table No.8: Standardized Regression Weights: (Group number 1 - Default model)
|
|
|
Estimate
|
p
|
SE4
|
<---
|
SE
|
.627
|
***
|
SE3
|
<---
|
SE
|
.666
|
***
|
SE2
|
<---
|
SE
|
.659
|
***
|
SE1
|
<---
|
SE
|
.568
|
***
|
ECO4
|
<---
|
EC
|
.728
|
***
|
ECO3
|
<---
|
EC
|
.668
|
***
|
ECO2
|
<---
|
EC
|
.674
|
***
|
ECO1
|
<---
|
EC
|
.569
|
***
|
POLT4
|
<---
|
PE
|
.792
|
***
|
POLT3
|
<---
|
PE
|
.719
|
***
|
POLT2
|
<---
|
PE
|
.712
|
***
|
POLT1
|
<---
|
PE
|
.732
|
***
|
ED3
|
<---
|
ED
|
.720
|
***
|
ED2
|
<---
|
ED
|
.722
|
***
|
ED1
|
<---
|
ED
|
.696
|
***
|
Overall empowerment
|
<---
|
SE
|
.344
|
***
|
Overall empowerment
|
<---
|
PE
|
.230
|
***
|
Overall empowerment
|
<---
|
EC
|
.280
|
***
|
Overall empowerment
|
<---
|
ED
|
.196
|
***
|
PSY4
|
<---
|
PS
|
.749
|
***
|
PSY3
|
<---
|
PS
|
.685
|
***
|
PSY2
|
<---
|
PS
|
.700
|
***
|
PSY1
|
<---
|
PS
|
.719
|
***
|
Overall empowerment
|
<---
|
PS
|
.197
|
***
|
SE5
|
<---
|
SE
|
.607
|
***
|
The table No.8 indicates standardized regression weights of each path, which revealed that Social empowerment through higher education significantly influence 34.4% on overall empowerment, Political empowerment through higher education significantly influence 23% on overall empowerment, Economic empowerment significantly empowerment influence 28% on overall empowerment, Educational empowerment through higher education significantly influence 19.6% on overall empowerment and Psychological empowerment through higher education significantly influence 19.7% on overall empowerment. Since all standardized regression value statistically significant, it has been concluded that higher education influence women empowerment. This result also showed in path diagram and its goodness of fit measured with GFI (0.898), AGFI (0.860), CMIN/DF (2.747), CFI (0.945) and RMSEA (0.068). All these fit indices of model showed perfect for good model as stated by Browne and Cudeck (1992).