Re-evaluating Microfinance : Evidence from Propensity Score Matching
We evaluate effectiveness of microfinance using Propensity Score Matching (PSM) method applied to data collected in a recent randomized control trial. This method allows us to answer an additional set of questions not answered by the original study and provide more nuanced evidence by comparing Micr...
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okr-10986-342902021-05-25T10:54:38Z Re-evaluating Microfinance : Evidence from Propensity Score Matching Cintina, Inna Love, Inessa MICROFINANCE POVERTY PROPENSITY SCORE MATCHING We evaluate effectiveness of microfinance using Propensity Score Matching (PSM) method applied to data collected in a recent randomized control trial. This method allows us to answer an additional set of questions not answered by the original study and provide more nuanced evidence by comparing Microfinance Institution (MFI) borrowers to those without any loans and those with prior loans from other sources. We argue that this unique setting with two comparison groups allows us to shed light on the unobservable entrepreneurial spirit bias and provides upper and lower bounds on the true microfinance impact. Our results suggest that microfinance can make a modest difference for some households in several expenditure categories. 2020-08-06T17:23:19Z 2020-08-06T17:23:19Z 2019-02 Journal Article World Bank Economic Review 1564-698X http://hdl.handle.net/10986/34290 CC BY-NC-ND 3.0 IGO http://creativecommons.org/licenses/by-nc-nd/3.0/igo World Bank Published by Oxford University Press on behalf of the World Bank Publications & Research Publications & Research :: Journal Article |
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MICROFINANCE POVERTY PROPENSITY SCORE MATCHING |
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MICROFINANCE POVERTY PROPENSITY SCORE MATCHING Cintina, Inna Love, Inessa Re-evaluating Microfinance : Evidence from Propensity Score Matching |
description |
We evaluate effectiveness of microfinance using Propensity Score Matching (PSM) method applied to data collected in a recent randomized control trial. This method allows us to answer an additional set of questions not answered by the original study and provide more nuanced evidence by comparing Microfinance Institution (MFI) borrowers to those without any loans and those with prior loans from other sources. We argue that this unique setting with two comparison groups allows us to shed light on the unobservable entrepreneurial spirit bias and provides upper and lower bounds on the true microfinance impact. Our results suggest that microfinance can make a modest difference for some households in several expenditure categories. |
format |
Journal Article |
author |
Cintina, Inna Love, Inessa |
author_facet |
Cintina, Inna Love, Inessa |
author_sort |
Cintina, Inna |
title |
Re-evaluating Microfinance : Evidence from Propensity Score Matching |
title_short |
Re-evaluating Microfinance : Evidence from Propensity Score Matching |
title_full |
Re-evaluating Microfinance : Evidence from Propensity Score Matching |
title_fullStr |
Re-evaluating Microfinance : Evidence from Propensity Score Matching |
title_full_unstemmed |
Re-evaluating Microfinance : Evidence from Propensity Score Matching |
title_sort |
re-evaluating microfinance : evidence from propensity score matching |
publisher |
Published by Oxford University Press on behalf of the World Bank |
publishDate |
2020 |
url |
http://hdl.handle.net/10986/34290 |
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1764480587115003904 |