title: Extending health insurance to the poor in India: An impact evaluation of Rashtriya Swasthya Bima Yojana on out of pocket spending for healthcare.
abstract: India launched the 'Rashtriya Swasthya Bima Yojana' (RSBY) health insurance scheme for the poor in 2008. Utilising 3 waves (1999-2000, 2004-05 and 2011-12) of household level data from nationally representative surveys of the National Sample Survey Organisation (NSSO) (N = 346,615) and district level RSBY administrative data on enrolment, we estimated causal effects of RSBY on out-of-pocket expenditure. Using 'difference-in-differences' methods on households in matched districts we find that RSBY did not affect the likelihood of inpatient out-of-pocket spending, the level of inpatient out of pocket spending or catastrophic inpatient spending. We also do not find any statistically significant effect of RSBY on the level of outpatient out-of-pocket expenditure and the probability of incurring outpatient expenditure. In contrast, the likelihood of incurring any out of pocket spending (inpatient and outpatient) rose by 30% due to RSBY and was statistically significant. Although out of pocket spending levels did not change, RSBY raised household non-medical spending by 5%. Overall, the results suggest that RSBY has been ineffective in reducing the burden of out-of-pocket spending on poor households.
authors.affiliation: Indian Institute of Public Health Delhi (IIPHD), Public Health Foundation of India, Delhi NCR, India. Electronic address: anup.karan@iiphd.org.
authors.forename: Anup
authors.initials: A
authors.lastname: Karan
authors.affiliation: Department of Global Health and Population, Harvard T. H. Chan School of Public Health, Harvard University, Boston, USA.
authors.forename: Winnie
authors.initials: W
authors.lastname: Yip
authors.affiliation: Nossal Institute for Global Health, University of Melbourne, Melbourne, Australia.
authors.forename: Ajay
authors.initials: A
authors.lastname: Mahal
mesh_terms: D005191:Family Characteristics; D005102:Health Expenditures / Q000706:statistics & numerical data; D006297:Health Services Accessibility / Q000191:economics* / Q000706:statistics & numerical data; D006801:Humans; D007182:Income / Q000706:statistics & numerical data; D007194:India; D007348:Insurance, Health / Q000191:economics*
keywords: Financial burden; Health insurance; Impact evaluation; India; RSBY