Difference-in-differences analysis reveals increased local healthcare access among philanthropic hospitals, suggesting targeted tax incentives reduce regional disparities.
Philanthropic hospitals are key providers within Brazil’s public healthcare system and benefit from the Certification of Beneficent Social Assistance Entities in Health (CEBAS-Saúde), a tax relief program designed to incentivize service provision in underserved areas. We analyze a balanced panel of 1641 philanthropic general hospitals from 2005 to 2019, employing a conditional Difference-in-Differences (DiD) model with heterogeneous treatment exposure and entropy balancing to ensure comparability between certified and non-certified hospitals. The results show that certification significantly improved geographic access, mainly by reducing macro-regional patient evasion—the outflow of patients seeking care outside their designated health regions. This effect, most pronounced after ten years of certification, translated into an average annual reduction of approximately 8700 avoided hospitalizations between 2015 and 2019. The reduction was particularly concentrated in small hospitals and in the Northeast region, where access barriers are historically greater. These findings suggest that CEBAS-Saúde is an effective policy instrument for strengthening the regionalization of healthcare provision, reducing geographic inequities, and addressing service gaps in areas with limited healthcare supply.
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Almeida et al. (2026) studied this question.
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