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International Journal of
            Population Studies                                        Need for social services among disabled older Chinese



            among disabled older adults using cross-sectional data   refer  to  health  conditions  and illnesses  that  measure  an
            from a nationally representative sample. The study found   individual’s level of need for care. Whether an individual
            that preferences were primarily influenced by health   uses services depends not only on their need for services
            conditions, family care resources, and geographic region.   but also on their predisposition to use them and whether
            While these studies have made important contributions to   they have the necessary resources (i.e., enabling factors)
            understanding the need for social services in China, most   to facilitate their use. These three categories of factors
            research—aside from those by Zhou & Walker (2015)   together determine the use of health care services.
            and Xiao et al. (2023)—has focused on specific types of   The Anderson model has been widely used to
            services, such as home and psychological care, within   predict the use of health services (e.g., Dunlop  et al.,
            limited geographic areas, predominantly urban or large   2002; Weaver & Roberto, 2017) and the need for care
            city settings. Moreover, these studies often lack a nationally   services (e.g., Calsyn & Winter, 2001; Richardson, 1992).
            representative sample. Given the significant demographic,   For  example,  old  age,  female  gender,  living  alone, and
            social, and economic shifts in China over the past   functional  limitations  were  all  associated  with  a  high
            decade, there is a pressing need for updated research that   need for services in Western societies (Calsyn & Roades,
            encompasses both urban and rural regions.          1993; Jackson & Mittlemark, 1997). Among the three
              Some key questions remain unanswered by previous   categories of predictors, need variables were the strongest
            research. What is the need for different social services   predictors of service need (Calsyn & Winter, 2001). While
            among older adults with disabilities in China? What factors   research findings in Western countries provided important
            contribute to the need for social services? Are there any   evidence, determinants of service need could be different
            differences between rural and urban residents? Answers   in China, given that need can be influenced by cultural,
            to  these  questions  could  improve  our  understanding  of   social, and economic factors in Eastern countries (Li et al.,
            older adults’ need for non-family care programs and are   2017b; Liu et al., 2014). See a recent review by Chen and
            key to developing and promoting social care programs in   Gu (2021).
            China. To address these questions, the present study uses   Our study stresses potential differences in need between
            five waves of data from the Chinese Longitudinal Healthy   rural and urban residents because rural–urban disparities
            Longevity  Survey  (CLHLS),  a  nationally  representative   may shape older adults’ need for social services. First, rural–
            longitudinal survey, to examine (1) the need for social   urban disparities exist in pension coverage (Zimmer &
            service programs among older adults with ADL disabilities   Kwong, 2003). State pensions are mainly available to urban
            and (2) determinants of need based on Andersen’s social   residents, whereas the majority of older rural residents
            behavior model. In particular, this study classifies eight   do not qualify for retirement benefit programs (Gu et al.,
            social services into basic care and social connection   2021; Feng et al., 2012; Lee & Xiao, 1998). Second, rural–
            services and examines how the need for services and its   urban disparities also exist with respect to care resources
            determinants vary with rural–urban residency. Therefore,   such as access to care facilities. Since policies to support
            this study not only provides a more comprehensive picture   formal care favor urban residents (Feng et al., 2012; 2020),
            of service needs than the previous studies focusing on   the availability of social support is limited in rural areas;
            one or two types of services but also reveals differences in   when available, the cost of formal care is not affordable for
            service needs between rural and urban areas.
                                                               most rural older adults due to their low economic status
              We apply Andersen’s social behavioral model to   (Gu & Vlosky, 2008). Third, attitudes toward formal care
            examine determinants of the need for social services. The   differ between rural and urban residents. Due to stronger
            Andersen model was developed to explain why individuals   traditional values, rural residents are more likely to follow
            utilize health services (Andersen, 1995; Andersen &   the practice of family care and are reluctant to be cared
            Newman, 1973; Chen & Gu, 2021). According to this   for by strangers (Feng et al., 2012). Therefore, even if rural
            model, factors  that  predict  health-care  utilization are   residents can afford formal care, they may still prefer
            summarized into three types: predisposing, enabling, and   receiving care from family members. Fourth, the massive
            need. Predisposing factors are social structural elements   rural-to-urban labor force migration since the 1990s
            that influence an individual’s likelihood of using health   has imposed more challenges on the traditional support
            care services, including age, sex, ethnicity, education, and   practice among rural older adults (Liu, 2014), separating
            attitudes toward services. Enabling factors mainly refer to   younger and older adults from rural households. In short,
            resources that enable individuals to access health services,   rural older adults face a higher risk of unmet need for care
            such as income, informal and formal caregiving resources,   due to lack of financial resources, loss of family care, and
            and availability of community resources. Need factors   lack of other forms of support.


            Volume 11 Issue 5 (2025)                        40                         https://doi.org/10.36922/ijps.448
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