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International Journal of
            Population Studies                                         Health disparities and older adults well-being in China



            socioeconomic status across different life stages ultimately   aging population in rural areas. The aging phenomenon
            impacts the health status of the older people. Disparities   in rural China surpasses that of urban areas, with the old-
            in health among different socioeconomic statuses tend to   age population in rural areas being 1.8 times larger than
            widen with age (Lowry & Xie, 2009). The cumulative effect   in  cities.  Due  to  limited  labor  force  and  medical  care,
            of poor socioeconomic status over the life span culminates   most older-aged living in rural areas usually experience
            in the development of certain diseases (Galobardes  et   relatively poorer health statuses.
            al., 2004; Cohen et al., 2010; Van den Berg et al., 2010).   Finally, a particular identity can be regarded as a
            Certain studies have even pointed out that individuals with   symbol of privilege, signaling high socioeconomic status
            disadvantaged socioeconomic status during childhood   to the public. In comparison to ordinary citizens in China,
            face a heightened risk of mortality, as children from   only a select few have accumulated over 15 years of service
            lower  socioeconomic  statuses  are  more  likely  to  adopt   in government, state-owned enterprises, universities/
            unhealthy behaviors such as smoking and drinking (Lynch   colleges, hospitals, and military institutions, benefitting
            et al., 1994; Van de Mheen et al., 1998; Chen et al., 2002;   from  the “bureaucratic”  welfare  system. Their  pensions
            Chen & Miller, 2013). The environment experienced   and medical benefits far surpass those of individuals
            during childhood, along with healthy habits and physical   employed in the private sector, self-employed individuals,
            functions in midlife, is closely related and can significantly
            influence the aging process and susceptibility to chronic   and those working in the agricultural sector. However, it is
            diseases throughout the life cycle (Guralnik et al., 2006). In   often difficult to specifically identify whether respondents
            addition, Greenfield & Moorman (2019) used Wisconsin   have ever been employed in these government-related
                                                               places using micro-level data. As a workaround, we use
            longitudinal data to verify that socioeconomic differences   membership in the Communist Party of China as a proxy
            during childhood may have consequences for cognitive   to reflect socioeconomic status, as most public institutions
            health status in later life. Therefore, socioeconomic status
            not only affects current health status but also exerts a   prioritize admission for party members. In addition,
            cumulative and persistent impact on the health status of   similar to the pension system, party membership also
            the older people.                                  exhibits  a  cumulative effect:  the longer  one  remains  a
                                                               member of the Communist Party of China, the greater the
              Socioeconomic status usually refers to education   benefits they accrue. In Section 3, we use data analysis to
            level, household location, and specific identity factors.   verify the relationship between socioeconomic status and
            Zhu & Xie (2007) used education level as an indicator of   the health of the older persons.
            socioeconomic status and verified its positive correlation
            with cognitive ability in China. The older people with   2. Data and methods
            higher education levels also demonstrate better cognitive   2.1. Overview of China Health and Retirement
            abilities (Livingston  et  al., 2017). To address regional   Longitudinal Study (CHARLS)
            inequalities  within  Chinese  society,  household  location
            serves as a crucial distinction, particularly regarding   This study used the fourth wave of the CHARLS to
            household registration versus individual residence.   explore the intricate interplay between health and the
            Household registration is broadly divided into urban   socioeconomic status of old-age individuals in China.
            and rural types, with changing household registration   CHARLS, meticulously executed and maintained since
            being a challenging process. Individuals with urban   2008, is overseen by the China Center for Economic
            household registration  usually possess greater access   Research (CCER) at Peking University and the China
            to education resources and employment opportunities,   Social Survey Center. It stands as a monumental,
            initiating socioeconomic stratification from birth in   nationally representative longitudinal survey aimed at
            China. Hayward & Gorman (2004) argued that childhood   gathering a comprehensive dataset comprising micro-level
            socioeconomic status affects adulthood socioeconomic   information pertaining to families and individuals aged 45
            status, subsequently impacting health. Children with rural   and above in China. The overarching objective of CHARLS
            household registration growing up under poor conditions   is to facilitate analysis of critical issues such as population
            may experience health consequences in adulthood. Zeng et   aging. Its inaugural data collection took place in 2011,
            al. (2007) observed that urban older adults exhibit superior   employing a multifaceted approach involving multistage
            cognitive abilities compared to their rural counterparts,   stratified sampling across 150 county-level units and 450
            whereas older adults tend to score higher in activities   village-level units, encompassing 17,000 individuals within
            of daily  living  (ADLs). Regional inequality  significantly   approximately 10,000 households. These meticulously
            contributes to social stratification in China. Furthermore,   drawn samples are tracked at biennial intervals, with
            the significant outflow of young people exacerbates the   the  dataset  for  2018  constituting  the  fourth  wave  of  the


            Volume 11 Issue 4 (2025)                        88                        https://doi.org/10.36922/ijps.2035
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