Preshit Nemdas Ambade1, Smita Pakhale2, Tauhidur Rahman3. 1. Ottawa Hospital Research Institute, Box 511, 501 Smyth Road, Ottawa, ON, K1H 8L6, Canada. pambade@ohri.ca. 2. Ottawa Hospital Research Institute, Box 511, 501 Smyth Road, Ottawa, ON, K1H 8L6, Canada. 3. Department of Agricultural & Resource Economics, College of Agriculture and Life Sciences, University of Arizona, Tucson, AZ, 85721-0078, USA.
Abstract
BACKGROUND: Caste plays a significant role in individual healthcare access and health outcomes in India. Discrimination against low-caste communities contributes to their poverty and poor health outcomes. The Rashtriya Swasthya Bima Yojana (RSBY), a national health insurance program, was created to improve healthcare access for the poor. This study accounts for caste-based disparities in RSBY enrollment in India by decomposing the contributions of relevant factors. METHODS: Using the data from the 2015-2016 round of the National Family Health Survey, we compare RSBY enrollment rates of low-caste and high-caste households. We use a non-linear extension of Oaxaca-Blinder decomposition and estimate two models by pooling coefficients across the comparison groups and all caste groups. Enrollment differentials are decomposed into individual- and household-level characteristics, media access, and state-level fixed effects, allowing 2000 replications and random ordering of variables. RESULTS: The analysis of 480,766 households show that scheduled tribe households have the highest enrollment (18.85%), followed by 14.13% for scheduled caste, 10.67% for other backward caste, and 9.33% for high caste. Household factors, family head's characteristics, media access, and state-level fixed effects account for a 32% to 52% gap in enrollment. More specifically, the enrollment gaps are attributable to differences in wealth status, educational attainment, residence, family size, dependency ratio, media access, and occupational activities of the households. CONCLUSIONS: Weaker socio-economic status of low-caste households explains their high RSBY enrollments.
BACKGROUND: Caste plays a significant role in individual healthcare access and health outcomes in India. Discrimination against low-caste communities contributes to their poverty and poor health outcomes. The Rashtriya Swasthya Bima Yojana (RSBY), a national health insurance program, was created to improve healthcare access for the poor. This study accounts for caste-based disparities in RSBY enrollment in India by decomposing the contributions of relevant factors. METHODS: Using the data from the 2015-2016 round of the National Family Health Survey, we compare RSBY enrollment rates of low-caste and high-caste households. We use a non-linear extension of Oaxaca-Blinder decomposition and estimate two models by pooling coefficients across the comparison groups and all caste groups. Enrollment differentials are decomposed into individual- and household-level characteristics, media access, and state-level fixed effects, allowing 2000 replications and random ordering of variables. RESULTS: The analysis of 480,766 households show that scheduled tribe households have the highest enrollment (18.85%), followed by 14.13% for scheduled caste, 10.67% for other backward caste, and 9.33% for high caste. Household factors, family head's characteristics, media access, and state-level fixed effects account for a 32% to 52% gap in enrollment. More specifically, the enrollment gaps are attributable to differences in wealth status, educational attainment, residence, family size, dependency ratio, media access, and occupational activities of the households. CONCLUSIONS: Weaker socio-economic status of low-caste households explains their high RSBY enrollments.
Authors: Olufunke A Alaba; Charles Hongoro; Aquina Thulare; Akim Tafadzwa Lukwa Journal: Int J Environ Res Public Health Date: 2021-07-02 Impact factor: 3.390