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Social Impact Assessment of Microfinance Programmes - weman

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orrowers spend less on education by almost Rs.100 compared to pipeline clients.<br />

Furthermore, the percentage <strong>of</strong> children enrolled in schools especially girls <strong>of</strong> active<br />

borrowers are on average less than that <strong>of</strong> pipeline clients (-11,3; p=0.035, Girls’<br />

Enrolment -11.95; p=0.038). These are comparable to the survey results discussed in the<br />

last section.<br />

Table 3.7: Regression Results for Asasah<br />

Single Difference Double Difference<br />

Dependent Variable<br />

Coefficient t-value 1 Coefficient t-value<br />

Log(Respondent Income) 0.07 1.16 0.15 1.41<br />

Log(Household Income) -0.012 -0.31 0.047 0.77<br />

Log(Per Capita Income) 0.018 0.36 0.063 0.81<br />

Log(Total Household Expenditure) 0.002 0.95 0.021 0.37<br />

Log(Food Expenditure) 0.033 0.66 0.019 0.25<br />

Educational Expenditure -97.28 -2.23 ** 75.72 1.12<br />

Health Expenditure 47.22 1.90 * 2.7 0.05<br />

Savings -161 -1.61 -268 -1.88 *<br />

Cumulative Asset Value -24830 -0.69 -25852 -0.66<br />

Children Enrolled in School(%) -11.3 -2.11 ** 1.08 0.13<br />

Boys Enrolled in School(%) -7.98 -1.52 6.86 0.87<br />

Girls Enrolled in School(%) -11.95 -2.09 ** -6.5 -0.73<br />

Women's Empowerment (Overall Index) 2 -0.46 -0.51 4.7 2.92 ***<br />

Economic Empowerment 0.34 0.92 1.31 2.27 **<br />

Income Empowerment 0.12 0.66 0.22 0.71<br />

Asset Empowerment -0.17 -0.90 0.46 1.75 *<br />

Empowerment related with Education and<br />

Health 0.15 0.53 2.38 4.82 ***<br />

<strong>Social</strong> Empowerment -0.89 -4.51 *** 0.35 0.96<br />

1 Significant at 10%(*), Significant at 5%(**), Significant at 1% (***)<br />

2 Score based on 47 questions, the other idices listed below are a breakdown <strong>of</strong> this index. Refer to<br />

questionnaire for detail.<br />

Health Expenditure is also significant in the Single Difference estimation and shows that<br />

micr<strong>of</strong>inance has had a positive impact for active borrowers (47.22, p=0.10). On further<br />

analysis <strong>of</strong> the data we find that pipeline clients are spending the least amount on health<br />

when compared to other respondents.<br />

In the DID regression, the member dummy was significant for all measures <strong>of</strong> income<br />

and for total expenditure, implying that the unobservable factors such as entrepreneurship<br />

has a positive impact on the above mentioned outcomes over and above that <strong>of</strong> access to<br />

micr<strong>of</strong>inance. One <strong>of</strong> the variables controlled for in the regressions was the number <strong>of</strong><br />

earners in the household and that was significant in 8 out <strong>of</strong> the 18 DID regressions. It<br />

was positively associated with household income, per capita income, total expenditure,<br />

food, asset value, and some <strong>of</strong> the empowerment indices. Another variable controlled was<br />

the gender <strong>of</strong> the household head with a dummy, which took a value <strong>of</strong> one for female<br />

headed households. This was significant and negatively associated with the income and<br />

expenditure measures implying that female headed households are poorer; however, it<br />

was significant and positively associated with most <strong>of</strong> the empowerment indices meaning<br />

that they were more liberal as it would be expected.<br />

23

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