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Microfinance Banks and Household Access to Finance

Microfinance Banks and Household Access to Finance

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2010 Low income measures whether the household’s income is below the 2006 countrymedian.We perform a one-<strong>to</strong>-one match, i.e. each household in the 2006 LITS survey is matched<strong>to</strong> one household covered by the LITS 2010 survey. LITS 2006 households that cannot bematched <strong>to</strong> a LITS 2010 household are dropped. Likewise, LITS 2010 households that cannotbe matched <strong>to</strong> a LITS 2006 household are also dropped. In addition, we drop all observationsthat have missing values for at least one of the dependent or independent variables. As shownin Table 5 Panel A, our matching process generates a <strong>to</strong>tal sample of 2,613 potentialhousehold pairs for our synthetic 2006-2010 panel.[Insert Table 5 here]To identify the impact of new ProCredit bank branches opened between 2006 <strong>and</strong> 2010,we drop 1,009 household pairs which were already close <strong>to</strong> ProCredit bank branches in 2006.We further consider only household pairs for which the closeness <strong>to</strong> a retail bank branch doesnot change between 2006 <strong>and</strong> 2010. We thus drop 110 household pairs for which closeness <strong>to</strong>a branch of the retail bank changed in our observation period. This leaves us with a <strong>to</strong>talsynthetic panel of 1,494household pairs in two sub-samples: 477 pairs which are alreadywithin a 5km radius of a retail bank branch in 2006 as well as 1,017 household pairs whichare not within a 5km radius of a retail bank branch in 2006 <strong>and</strong> 2010. Table 5, Panel Bprovides details of the characteristics of our final synthetic panel dataset.4. ResultsAs outlined in section 2 we test three hypotheses in our empirical analysis: Do morehouseholds have a bank account in regions where ProCredit Bank has opened a branchcompared <strong>to</strong> locations where it has not opened a branch (volume effect). Is ProCredit Bank17

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