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Global Health Econ Sustain                                               Income-related inequality in health



            in China in 2050, accounting for over 30% of the total   disability compared to those living in Eastern China (Pan
            population (Banister et al., 2010). This rapid demographic   et al., 2019). In addition, individuals living in rural areas
            shift is accompanied by an increasing number of older   are more likely to experience functional limitations in daily
            individuals encountering health challenges, such as poor   activities (Liu et al., 2009). In addition, medical insurance,
            self-rated health (SRH) and limitations in their daily   a socioeconomic factor, has been identified as a powerful
            activities (Gu et al., 2019). As a result, the need for health-  determinant of health inequality. Yang & Kanavos (2012)
            care and long-term care (LTC) is rapidly increasing.   and Gu et al. (2019) concluded that individuals with higher
            Therefore, it is necessary to gain a clear understanding of   levels of medical insurance are much healthier and report
            health outcomes among older individuals in China.  good SRH and better functional ability. However, some
                                                               researchers have reported different findings regarding the
              A specific concern regarding health outcomes is their
            socioeconomic distribution, as information in this regard   influence of socioeconomic factors on health inequality.
                                                               Bakkeli (2016) identified that income does not have a
            holds importance for both individuals and the government.   significant influence on disparities in functional ability,
            For individuals, health outcomes burden older individuals   and the study conducted by Sun et al. (2020) revealed that
            of different socioeconomic statuses in different ways.   medical insurance does  not  significantly  contribute  to
            Socioeconomically advantaged individuals have a better   health inequality.
            financial ability to afford substantial health-care or formal
            LTC costs. Conversely, socioeconomically disadvantaged   There are several limitations to previous studies in
            populations are more likely to face significant pressure   China. Most of the studies focused on children or adults
            due to high medical or caregiver support costs. From the   rather than specifically on older individuals. In addition,
            government’s perspective, reducing health disparities has   many researchers have relied solely on SRH, a subjective
            become an important goal in formulating-related policies.   indicator of health outcomes, while the inequality in
            For example, Canada’s publicly funded health-care system   objective  indicators,  such  as  functional  ability,  has  been
            aims to provide universal access to medical services,   underexamined. In addition, compared to many studies
            including  those  for  low-income  older  individuals.  The   using regression analysis, only a few utilized concentration
            system is designed to ensure the availability of health-care   index (CI) and decomposition analysis, a well-established
            services to all residents, regardless of their socioeconomic   method  developed by  O’Donnell  and Van  Doorslaer
            status (Martin et al., 2018). Similarly, the Health China 2030   (2007), as well as Erreygers (2009). Although widely
            Plan was introduced to provide equal access to health care   used  in developed countries  to analyze  income-related
            and reduce health inequalities (Tan et al., 2017). A clear   inequalities in health (Van Doorslaer  et al., 1997), this
            understanding of income-related inequality in health   method is rarely employed in Chinese studies. Moreover,
            among older individuals is beneficial for policymakers in   many studies have relied on regional rather than national
            protecting this vulnerable group.                  data,  thereby  limiting  the  representativeness  of  all  older
                                                               individuals in China.
              Most studies on socioeconomic inequality in health
            have presented mixed findings. Some researchers found   Drawing on data from the 2018 wave of the Chinese
            that inequalities in health favor the rich (Xie, 2011; Yang   Longitudinal Healthy Longevity Survey (CLHLS), this
            & Kanavos, 2012; Pan et al., 2019). In particular, the rich   study employed the concentration curve, Erreygers
            are less likely to experience limitations in their physical   concentration index (EI), and decomposition analysis
            abilities and mobility. Gu et al. suggested that individuals   to investigate income-related inequality in SRH and
                                                               functional ability among older individuals in China, while
            in higher-income groups are more likely to report good   also examining the influence of socioeconomic factors on
            or excellent SRH than their counterparts (Gu et al., 2019).   overall health inequalities.
            These findings are supported by Schetter  et al. (2013),
            suggesting that the poor tend to have higher stress and   2. Methods
            negative emotions, resulting in an increased risk of
            suffering from diseases. Moreover, education significantly   2.1. Data and sample
            influences health inequality. Zhong et al. (2017) and Liu   Individual-level data were drawn from the 2018 wave of
            et al. (2009) found that individuals with a lower level of   the CLHLS, a nationally representative interview survey
            education showed a significant correlation with higher   on healthy longevity in China. This study was approved
            risks of limitations in functional ability. This region is   by  the  Research  Ethics  Committee  of  Peking  University
            another significant socioeconomic factor that is related to   (IRB00001052-13074), and all participants or their proxy
            health inequality. Individuals living in Central or Western   respondents provided written informed consent. The
            China  are closely associated with  higher  functional   data are available in a public, open-access repository.


            Volume 2 Issue 1 (2024)                         2                        https://doi.org/10.36922/ghes.2243
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