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Global Health Economics and
                                                                                        Sustainability





                                        ORIGINAL RESEARCH ARTICLE
                                        Income inequalities in maternal health-care

                                        service utilization in India: Applying the
                                        Blinder–Oaxaca decomposition method



                                        Madhurima Ghosh 1  , Arvind Kumar Yadav * , and Bhavna Sahni 3
                                                                             2
                                        1 Department of Economics, CHRIST (Deemed to be University), Yeshwantpur Campus, Bangalore,
                                        Karnataka, India
                                        2 Department of Economics, School of Economics and Commerce, Kalinga Institute of Industrial
                                        Technology, KIIT, Deemed to be University, Bhubaneswar, Khordha, Odisha, India
                                        3 Department of Community Medicine,  ASCOMS and Hospitals, Sidhra, Jammu, Jammu and
                                        Kashmir, India




                                        Abstract

                                        Maternal health-care service (MHCS) utilization is a crucial indicator of a country’s
                                        progress in protecting the health and well-being of its women and children. This
                                        paper examines trends, patterns, determinants, and disparities in MHCS utilization
                                        between the poorest and richest women in India’s Empowered Action Group. The
            Academic editor:            study used data from the second (1998 – 1999), third (2005 – 2006), fourth (2015 –
            Mihajlo Jakovljevic M.D. Ph.D. MAE
                                        2016), and fifth (2019 – 2021) rounds of the National Family Health Survey. A logistic
            *Corresponding author:      regression model was applied to assess MHCS utilization, and the Blinder–Oaxaca
            Arvind Kumar Yadav
            (arvind.yadavfcm@kiit.ac.in)  decomposition method (BODM) was used to explain inequalities in utilization
                                        between the poorest and richest women. The findings indicate that MHCS utilization
            Citation: Ghosh, M., Yadav, A.K.,
            & Sahni, B. (2025). Income   has increased over the years among both groups. However, the utilization rate is
            inequalities in maternal health-care   higher among the poorest women. Furthermore, rural women are less likely to utilize
            service utilization in India: Applying   MHCS compared to urban women. Key determinants include women’s education,
            the Blinder–Oaxaca decomposition
            method. Global Health Econ   their partners’ education, mass media exposure (MME), and women’s empowerment.
            Sustain, 3(1):92-101.       The BODM results show that although MHCS utilization has increased among both
            https://doi.org/10.36922/ghes.3324   groups, inequalities persist, largely explained by coefficient effects. A trend analysis
            Received: March 29, 2024    reveals a reduction in discrimination between the poorest and richest women
                                        over time. Women’s education, MME, and autonomy are the key factors driving the
            Revised: June 1, 2024
                                        reduction of inequalities. There is a need for comprehensive strategies to enhance
            Accepted: June 20, 2024     education among disadvantaged women, increase MME, and promote health
            Published online: September 30,   awareness. The government should empower women through incentives, such as
            2024                        cash benefits, to ensure higher MHCS utilization among poorer women.
            Copyright: © 2024 Author(s).
            This is an Open-Access article
            distributed under the terms of the   Keywords: Antenatal care; Skilled birth attendance; Postnatal care; Blinder–Oaxaca
            Creative Commons Attribution   decomposition method; Empower action group states
            License, permitting distribution,
            and reproduction in any medium,
            provided the original work is
            properly cited.
                                        1. Introduction
            Publisher’s Note: AccScience
            Publishing remains neutral with   Maternal mortality, a persistent issue globally, particularly in poor countries, refers
            regard to jurisdictional claims in
            published maps and institutional   to deaths from complications during pregnancy or childbirth. According to the
            affiliations.               United Nations inter-agency projections, the global maternal mortality ratio (MMR)


            Volume 3 Issue 1 (2025)                         92                       https://doi.org/10.36922/ghes.3324
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