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BOOTSTRAP DEA (1) answer(s).
 
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ID:   193048


Microfinance institutions’ efficiency and its determinants: evidence from India / Bardhan, Amit Kumar; Nag, Barnali ; Mishra, Chandra Sekhar   Journal Article
Bardhan, Amit Kumar Journal Article
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Summary/Abstract This study evaluates the financial and social efficiency of Indian Microfinance Institutions (MFIs) from 2005 to 2018 and also tries to find out the determinants of financial and social efficiency. In the first step, bias-corrected bootstrap Data Envelopment Analysis (DEA) efficiency scores for financial and social efficiency were calculated using two input and two output variables. In the second step of analysis above efficiency scores have been used as dependent variables and Seemingly Unrelated Regression (SUR) model is employed to ascertain the determinants of financial and social efficiency of Indian MFIs. The study finds that the aggregate financial efficiency of Indian MFIs is higher than the social efficiency. Over the study period, efficiency of Indian MFIs shows an increasing trend. Results of SUR suggest that as compared to Non-Banking Finance Company (NBFC) MFIs, Non-NBFC MFIs’ financial and social efficiency is better. Influence of age, scale of loan portfolio, asset quality and financial leverage on efficiency of MFIs are insignificant. This study also finds that asset size of the firm is positively associated with efficiency. Evidence from this study suggests that reform measures taken post microfinance crises has negatively affected the financial efficiency. However, social efficiency has improved during post reform period.
Key Words India  Microfinance  Efficiency  Bootstrap DEA  SUR 
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