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



                                                               a value of 0 if they faced difficulty in any of these activities
                                                               and a value of 1 if they could perform all these actions
                                                               without impediment. This classification aligns with prior
                                                               research (Gu & Dupre, 2008).
                                                                 For the assessment of mental health, we rely on the
                                                               Center  for  Epidemiological  Studies  Depression  Scale
                                                               (CESD). CESD comprises various dimensions, including
                                                               assessments of depressed mood, feelings of guilt and
                                                               worthlessness, hopelessness, psychomotor retardation,
                                                               changes  in  appetite,  and  sleep  disturbances.  A  higher
                                                               total CESD score is indicative of more severe depressive
            Figure 4. Public support ratio of China            symptoms,  with a CESD  total score of 16 or above
            Source: National Transfer Accounts using 2009 as the base year.  signifying depression. A few surveys use the short version
                                                               of CESD, called CESD-10, due to the regular version being
            longitudinal survey.                               too lengthy for certain respondents. CHARLS uses the
                                                               short version CESD-10, with a total score of 10 or above
              CHARLS, as a rich longitudinal resource, primarily   signifying depression (Fu et al., 2022). We acknowledge that
            focuses on middle-aged and older-aged cohorts. It aligns   CESD scores may vary among individuals, influenced by
            itself with international best practices and serves as a   factors such as age, gender, and education level. Typically,
            valuable benchmark for cross-country comparisons. Its   studies have found a positive association between CESD
            global counterparts include the Health and Retirement   scores and age, with old-age individuals reporting higher
            Study in the United States; the English Longitudinal   scores. Moreover, old-age women often exhibit higher
            Survey of Ageing in the United  Kingdom; the Survey   CESD scores than their male counterparts. Educational
            on Health, Aging, and Retirement in Europe covering   attainment also plays a role, as higher education levels
            continental Europe; and the Japanese Study on Aging and   are often associated with lower CESD scores (Wallace &
            Retirement and the Korean Longitudinal Study of Aging in   Ohara, 1992; Kimberlin & Pendergast, 1998; Everson-Rose
            Asia. The extensive CHARLS questionnaire covers a gamut   et al., 2005). To facilitate interpretation and reporting, we
            of domains, including personal demographics, familial   reversed the original CESD scores, such that higher scores
            structure and financial support, health status, employment,   indicate lower levels of depression and better mental health
            retirement and pension details, income and consumption   among the older people. Furthermore, Schuch et al. (2018)
            patterns, as well as assets and savings. Notably, within   argue that poorer physical health in older adults tends to be
            the domain of health status assessment, CHARLS delves   associated with higher CESD scores. To explore the impact
            into fundamental health and disease records, disability   of physical health on the mental health of the older-aged,
            assessments, cognitive function and mental health   we incorporated IADLs as an explanatory variable in an
            evaluations, as well as self-reported health assessments.   alternative model (Model 4).
            For more detail insights into CHARLS’s design and sample
            methodology, please refer to Zhao et al. (2014).     Finally,  we  employed  the  Mini-Mental  State
                                                               Examination (MMSE) score to assess cognitive ability
            2.2. Variables and health assessment               and represent cognitive health in our regression model.
            In this study, we employed a range of variables to   Developed in 1975, the MMSE offers a comprehensive
            comprehensively assess the health of the old-age participants.   assessment of cognitive function, with a total score of 30
            We began by employing ADLs and instrumental ADLs   points. A score of 23 or lower is indicative of dementia.
            (IADLs) as indicators of physical health. ADLs encompass   The prevalence of dementia is on the rise among the older
            fundamental daily activities such as eating, getting in and   adults due to increasing life expectancy. Nevertheless,
            out  of  bed  or  a  chair,  dressing,  toileting,  bathing,  and   Western countries such as the United States, the
            mobility within the home. On the other hand, IADLs assess   United  Kingdom, and France have observed lower
            the executive functioning involved in more complex daily   dementia incidence among more recent generations,
            tasks,  including  independent travel, shopping for  daily   attributed to advancements in education, socioeconomic
            necessities, managing personal finances, making telephone   factors, health care, and lifestyle changes (Livingston
            calls, performing heavy household chores, and engaging in   et  al., 2020). Conversely, East Asian countries or regions,
            general housework. In this study, both ADLs and IADLs   including Japan, South Korea, Hong Kong, and Taiwan,
            were treated as binary variables, with individuals assigned   have witnessed apparent increases in age-specific


            Volume 11 Issue 4 (2025)                        89                        https://doi.org/10.36922/ijps.2035
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