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Global Health Economics and
                                                                                        Sustainability





                                        ORIGINAL RESEARCH ARTICLE
                                        Visualizing the association between climate

                                        change and quality of life



                                        Dongli Zhang 1  , Wullianallur Raghupathi * , and Viju Raghupathi 2
                                                                             1
                                        1 Gabelli School of Business, Fordham University, New York, NY, United States of America
                                        2 Koppelman School of Business, Brooklyn College of the City University of New York, Brooklyn, NY,
                                        United States of America



                                        Abstract

                                        This research delves into the global impact of climate change on quality of life.
                                        Drawing on country-level data from the World Bank, we utilize visual analytics to
                                        examine the association between key climate change indicators such as carbon
                                        dioxide (CO ) and methane emissions, PM2.5 (fine particulate matter) air pollution,
                                                 2
                                        annual freshwater withdrawal and quality-of-life variables such as child mortality,
                                        immunization against measles, school enrollment, gross domestic product (GDP)
                                        growth, unemployment, and others. Key findings suggest CO  emissions declined in
                                                                                          2
                                        South Asia and Sub-Saharan Africa. Overall, CO  emissions appear to be associated
                                                                               2
                                        with GDP growth, implying that developed countries are responsible for the overall
            Academic editor:            higher emissions as a result of industrialization. CO  emissions are also associated with
                                                                                 2
            Mihajlo Jakovljevic M.D. Ph.D. MAE  higher unemployment, signaling that health issues are likely causing absenteeism
            *Corresponding author:      and staying away from jobs. Finally, CO  emission is associated with higher air
                                                                           2
            Wullianallur Raghupathi     pollution  and higher  under-five mortality rates. Simultaneously, immunization
            (raghupathi@fordham.edu)
                                        rates appear to decline. Another significant finding is that higher air pollution is
            Citation: Zhang, D., Raghupathi,   associated with higher child mortality, particularly in South Asia and Sub-Saharan
            W., & Raghupathi, V. (2025).
            Visualizing the association between   regions. Generally, emissions and pollution have an adverse impact on quality of life
            climate change and quality of life.   indicators, affirming the urgent need to mitigate climate change. The results aim to
            Global Health Econ Sustain,    foster an understanding of the multifaceted effects of climate change and to support
            3(2):62-85.                 the development of effective policies to bolster resilience and improve life quality in
            https://doi.org/10.36922/ghes.5018
                                        the face of environmental shifts.
            Submitted: 1 October 2024
            Revised: November 6, 2024
                                        Keywords: Air pollution; Climate change; Carbon dioxide emission; Freshwater
            Accepted: November 14, 2024  withdrawal; Gross domestic product; Immunization; Mortality rate; Quality of life
            Published online: December 9,
            2024
            Copyright: © 2024 Author(s).
            This is an Open-Access article   1. Introduction
            distributed under the terms of the
            Creative Commons Attribution   Global climate change poses a serious threat to the quality of life as it affects many aspects
            License, permitting distribution,   of human well-being (Dietz et al., 2020; Estoque et al., 2019; IPCC, 2023; Levy & Patz,
            and reproduction in any medium,
            provided the original work is   2015; Semenza et al., 2011). This research examines country-level data to determine how
            properly cited.             climate variability correlates with quality of life variables. By leveraging data analytics,
            Publisher’s Note: AccScience   the goal is to gain a better understanding of how climate change impacts living standards.
            Publishing remains neutral with   These insights are vital for policymakers and researchers in creating strategies to
            regard to jurisdictional claims in
            published maps and institutional   improve resiliency and quality of life amidst environmental changes (Adger et al., 2022;
            affiliations.               Albouy et  al., 2016; Ding & Nunes, 2014; Fan et al., 2018; IPCC, 2023). The investigation


            Volume 3 Issue 2 (2025)                         62                       https://doi.org/10.36922/ghes.5018
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