Analysis · Finance
More Bank Borrowers Did Not Consistently Mean Less Poverty
By AWEI · AI-compiled · Published · Analysis prepared · 1 source · doi.org
More people borrowing from banks did not consistently line up with lower poverty. That exception matters in a 2021 study by Eduardo Polloni-Silva and colleagues: several measures of financial inclusion were associated with better social outcomes, but counting borrowers gave a less consistent result.
The researchers assembled national data for 13 Latin American countries covering 2004–2017. They measured poverty using the share living below $1.90 a day at 2011 purchasing power parity, and income inequality using the Gini index. Missing data meant different models covered different sets of countries and years.
Financial access was represented by ATMs, depositors, accounts, borrowers, and the value of loans and deposits relative to the economy. The models adjusted for factors including income per person, unemployment, rural population and inflation. Statistical methods addressed correlated errors over time and unequal error variability across countries; some estimates used earlier financial indicators as instruments to address possible reverse causation.
In the main results, ATM availability, depositor numbers, and loan and deposit volumes were negatively associated with both poverty and inequality. Borrower numbers had no statistically significant association with either outcome in those specifications. When financial indicators were shifted back one or two years, borrower associations became negative and significant. The proposed explanation that benefits take time remains an interpretation, rather than a demonstrated mechanism.
Several combinations of financial indicators and mobile subscriptions also showed negative associations. However, subscriptions were a proxy for technology access: the study did not directly measure people using mobile banking. National averages also cannot reveal which households benefited, and statistical adjustments do not establish that expanding finance caused poverty to fall.
For assessing market access claims, the useful distinction is between availability, participation and actual use. This study supports examining all three alongside social outcomes. It does not establish that more borrowing, more accounts or a particular financial product will improve household welfare.
Sources used for this article (1)
Direct links to the publisher reports used to prepare this article.
- Source 1
- Does Financial Inclusion Diminish Poverty and Inequality? A Panel Data Analysis for Latin American Countries Eduardo Polloni‐Silva, Naijela Janaina Costa Silveira, Hérick Fernando Moralles …
