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Global Health Economics and
                                                                                        Sustainability





                                        ORIGINAL RESEARCH ARTICLE
                                        Exploring the association between gender

                                        inequality and healthcare: A visualization study



                                        Wullianallur Raghupathi * , Sarah Jinhui Wu 1†  , and Viju Raghupathi 2
                                                             1†
                                        1 Department of Information, Technology, and Operations, Gabelli School of Business, Fordham
                                        University, New York, New York, United States of America
                                        2 Department of Management, Marketing and Entrepreneurship, Koppelman School of Business,
                                        Brooklyn College, New York, New York, United States of America




                                        Abstract
                                        This  study  investigates  the  multiplex  association  between  gender  inequality  and
                                        healthcare. The aim of the study is to comprehend how inequalities in gender affect
                                        healthcare  across  different  populations  worldwide.  Visualization  was  conducted
                                        to study the effect of various gender inequality variables on different healthcare
                                        indicators. The study emphasizes the critical need for eliminating gender inequalities
                                        to reduce disparities in healthcare. By analyzing publicly available data from the
            † These authors contributed equally   World Bank, we find that higher access to anti-retroviral drugs is associated with
            to this work.               a lower incidence of human immunodeficiency virus (HIV) among both genders
            Academic editor:            and higher life expectancy. Importantly, increased female engagement in politics
            Mihajlo Jakovljevic M.D. Ph.D. MAE  and government is linked to higher life expectancy. In addition, higher female
            *Corresponding author:      representation is associated with  lower fertility  rates (particularly in  high-income
            Wullianallur Raghupathi     countries) and a declining incidence of HIV over time. Higher parity among
            (raghupathi@fordham.edu)    the  genders  in  school  enrollment  increases  overall  life  expectancy,  with  female
            Citation: Raghupathi, W., Wu,   expectancy exceeding that of males. Simultaneously, higher parity is associated with
            S.J., & Raghupathi, V. (2025).   reduced fertility rates. A lower enrollment among females is also correlated to higher
            Exploring the association between
            gender inequality and healthcare:   fertility rates. Finally, higher parity also reduces the mortality rate for several diseases.
            A visualization study. Global Health   Economic growth, education, income, political and government representation,
            Econ Sustain, 3(2):188-202.    population, and unemployment influence gender inequities, leading to disparities
            https://doi.org/10.36922/ghes.5776
                                        in healthcare delivery.
            Received: November 5, 2024
            Revised: January 31, 2025   Keywords: Fertility rate; Gender inequality; Incidence of human immunodeficiency virus;
            Accepted: February 18, 2025  Health; Life expectancy; School enrollment; Self-employment; Unemployment
            Published online: March 20, 2025
            Copyright: © 2025 Author(s).
            This is an Open-Access article   1. Introduction
            distributed under the terms of the
            Creative Commons Attribution   According to the World Health Organization (WHO, 2021), gender has implications for
            License, permitting distribution,
            and reproduction in any medium,   healthcare across all aspects of a person’s life. Previous studies have demonstrated the
            provided the original work is   relationship between gender inequality and health, particularly in the recognition and
            properly cited.             mitigation of adverse health conditions, consequentially leading to efforts to mitigate
            Publisher’s Note: AccScience   these disparities (Anderson et al., 2021; De Laat et al., 2024; Kent et al., 2012; King
            Publishing remains neutral with   et al., 2020; Musani, 2024). Women have the right to the best quality of overall health. This
            regard to jurisdictional claims in
            published maps and institutional   right is requisite to their individual lives and general contentment, and to being actively
            affiliations.               involved in all aspects of their lives (Heise et al., 2019; Milner et al., 2021; Van Wijk



            Volume 3 Issue 2 (2025)                        188                       https://doi.org/10.36922/ghes.5776
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