TY - JOUR
T1 - High noon for microfinance impact evaluations: Re-investigating the evidence from Bangladesh
AU - Duvendack, Maren
AU - Palmer Jones, Richard
PY - 2012
Y1 - 2012
N2 - Recently, microfinance has come under increasing criticism raising questions of the validity of iconic studies which have justified it, such as Pitt and Khandker. Chemin applied propensity score matching to the Pitt and Khandker data, finding different impacts, but does not disaggregate by gender of borrower. We first replicate Chemin and extend his analysis in two ways. We test the robustness of propensity score matching results to selection on unobservables using sensitivity analysis, and we investigate propensity score matching estimates of impacts by gender of borrowers. The mainly insignificant impacts of microfinance differ greatly by gender of borrower, but are all vulnerable to selection on unobservables. We are therefore not convinced that the relationships between microfinance and outcomes are causal with these data.
AB - Recently, microfinance has come under increasing criticism raising questions of the validity of iconic studies which have justified it, such as Pitt and Khandker. Chemin applied propensity score matching to the Pitt and Khandker data, finding different impacts, but does not disaggregate by gender of borrower. We first replicate Chemin and extend his analysis in two ways. We test the robustness of propensity score matching results to selection on unobservables using sensitivity analysis, and we investigate propensity score matching estimates of impacts by gender of borrowers. The mainly insignificant impacts of microfinance differ greatly by gender of borrower, but are all vulnerable to selection on unobservables. We are therefore not convinced that the relationships between microfinance and outcomes are causal with these data.
U2 - 10.1080/00220388.2011.646989
DO - 10.1080/00220388.2011.646989
M3 - Article
VL - 48
SP - 1864
EP - 1880
JO - Journal of Development Studies
JF - Journal of Development Studies
SN - 0022-0388
IS - 12
ER -