| Abstract: | Our study on microfinance and poverty reduction in Mali by gender mobilized an 
econometric method called Heckman's selection model (ETH, 1979) using data 
collected in 2008 on benefi-ciaries of microfinance programs in Mali. It 
provides the following results: microcredit con-tributes to poverty reduction 
among both women and men beneficiaries. But while its effect on poverty is 
significantly higher among women who have been long-term beneficiaries, 
overall, men have higher effects. These results broadly converge with those of 
the propensity score matching (PSM) model, despite some differences. At the 
global level, the ETH model shows indeed men have higher effects, in contrast 
to the PSM where women present higher effects. In rural areas, for the ETH 
model, women have the most significant effects, the model of PSM emphasizes 
the importance of the effects on male poverty. More generally, the re-sults 
obtained by the Heckman treatment effect model confirm those already obtained 
by the PSM, namely due to longer participation in microfinance programs, 
access to microcredit contributes to reducing poverty among women more than 
among men. These results suggest that microfinance based on gender policy 
should be encouraged, but it seems desirable to support it, or even to frame 
it through other major programs such as education. Therefore, a financial 
inclusion policy and strategy must consider programs that target both women 
and men, so that the effects become more significant in terms of poverty 
reduction. |