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Global Health Economics and
            Sustainability
                                                                             Health behaviors during COVID-19 pandemic


            1. Introduction                                    China has increased from RMB 513.8 to RMB 1292.2
                                                               ($83.6 – $208.2) from 2012 to 2017, with an annual growth
            It is undeniable the coronavirus disease 2019 (COVID-19)   rate of 25.6% (Zhang et al., 2018). However, to the best of
            pandemic has caused an innumerable amount of infections   our  knowledge,  research  examining  fitness  expenditure
            and to a further extent, some confirmed cases resulting   (i.e., purchasing of fitness equipment and/or health
            into fatalities as well. To support this, the World Health   supplements) remains scarce. In addition, purchasing and
            Organization (WHO) reported a cumulative total of 776   wearing of PPE, such as masks, was commonplace even
            million confirmed infection cases worldwide with China   before the pandemic (Zhang & Mu, 2018). One reason was
            contributing toward a total of 99.4 million and the US   to combat air pollution that is more pronounced within
            contributing 103 million cases (WHO, 2024). In addition,   urbanized areas of China (e.g., Beijing and Shanghai).
            they also reported a worldwide cumulative total of ~7.1   Notably, Zhang & Mu (2018) reported that there were
            million deaths related to COVID-19 (WHO, 2024).    substantial increases in purchases of particulate-filtering

              Regarding China, the Coronavirus Resource Center by   facemasks during extreme pollution episodes. Finally,
            Johns Hopkins University of Medicine (2023) reported a   wearing facemasks was the norm for professionals who
            cumulative total of 101,356 deaths related to COVID-19.   specifically worked in the healthcare and medical industry
            Similarly, the WHO also reported a similar number of   to reduce their risk of contracting infections when working
            ~122,000 deaths, too (WHO, 2024). Despite the various   with patients (Mukerji et al., 2017).
            sources having reported confirmed cases and deaths, the   At present, there have been studies that investigated
            cumulative total of hospitalizations remains equivocal.  medical expenditure as a predictor of COVID-19-related
              Nonetheless, addressing the pandemic was not     outcomes  (Khan  et al.,  2020).  In  this  specific  study,
            inexpensive, as evidenced by An et al. (2022) who reported   Khan  et  al. (2020) examined the association between
            a single COVID-19-induced hospitalization within China   medical expenditure and COVID-related fatalities within
            costs a median of RMB 15,438.55 (RMB 14,029.73 –   86 different countries with at least 1,000 confirmed
            16,637.47) or $2,158.06 ($1,961.13 – 2,325.65) per patient.   COVID-19  cases as of April 30, 2020. To add to this,
            In  addition,  total  costs  associated  with  overall  patient   Koumpias et al. (2022) performed a retrospective cohort
            hospitalizations totaled approximately $373.20 million as of   study wherein they reported COVID-19 diagnoses being
            May 20, 2020 (An et al., 2022). Aside from hospitalizations,   correlated with increased medical expenditure. However,
            the worldwide financial burden the pandemic imposed can   to the best of our knowledge, the use of medical and/or
            be further attributed to drastic diagnostic, preventative and   fitness expenditure as a prospective means to predict PPE
            medical expenditures for personal protective equipment   purchasing behavior and the level of ease in managing
            (PPE) and other preventative measures (Elola-Somoza   daily expenses during and throughout the pandemic is
            et al., 2021; Hafidz  et al., 2023; Richards  et al., 2022).   yet to be examined. The conclusions from the former
            Moreover, not only can the purchasing of this equipment   question can shed light on the effects of utilizing the
            exacerbate the burden, but the pandemic has resulted in   potential association for assessing supplies of PPE in the
            job losses and as a result, lessened income, significantly   event of future pandemics. Answers to the latter question
            affecting individuals and households in their ability to   can provide information about the association between
            cover daily expenses during and following the pandemic   medical expenditure and ease of covering daily expenses,
            (Findling et al., 2021; Ruengorn et al., 2021).    since medical expenditure may serve as a financial proxy
              Acknowledging this, the financial impact caused by   for how individuals can comfortably mediate their life
            the pandemic can be gleaned, but a question remains if   expenses following a future public health emergency.
            pre-COVID-19 healthcare expenditure (i.e., medical and/  Regarding the use of fitness expenditure (i.e., purchasing
            or fitness expenditure) is associated with PPE purchasing   of fitness equipment and/or health supplements) for the
            behavior during the early outbreaks of the pandemic in   proposed associations, there is a paucity of research within
            China  within  primary  respondents  of their  respective   the literature suggesting its predictive usage. Nonetheless,
            households. In addition, a further question remains as to   fitness expenditure can serve as a financial proxy for how
            if these expenditures are associated with any degree of ease   much individuals spend on their health and wellness.
            amongst individuals/households in covering their daily   To the best of our understanding, no previous studies
            expenses following the onset of the pandemic.      have explored these associations among residents in
              For context, there is a wealth of research examining the   mainland China. Therefore, we plan to enrich the
            medical expenditure of mainland residents of China pre-  knowledge about health-related expenditures during
            pandemic. For one, medical expenditure per capita within   the COVID-19 pandemic by examining the association


            Volume 3 Issue 2 (2025)                        204                       https://doi.org/10.36922/ghes.6619
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