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International Journal of
            Population Studies                                                  Living alone and loneliness in older adults



            older adults’ loneliness is the interplay of their needs   “Living with household members” was coded as “not
            and resources, such that if their resources cannot fulfill   living alone.”
            their needs, especially in terms of emotional and social   Loneliness was measured by the question, “Do you
            needs, they will feel lonely (Bedard-Thomas  et al.,   often feel lonely and isolated?” This item, measured on a
            2019; Teater  et   al., 2021). Certain demographic and   five-point Likert scale, has been used widely in previous
            personality variables, such as older age, being female,   studies and has good predictive validity in health outcomes
            and  lower  socioeconomic  status,  predispose  people   (Wei et al., 2022; Yang & Gu, 2021). Following previous
            to  loneliness  (Cohen-Mansfield  et al.,  2016;  Pinquart   studies (Wei et al., 2022; Yang, 2021) and considering the
            & Sorensen, 2001). As such, informed by  Andersen’s   highly skewed nature of this loneliness measure in the
            behavior model (Andersen, 1995), this study attempts to   CLHLS, the item was dichotomized to combine ratings
            examine the typology and correlates of living alone and   of “sometimes,” “often,”  and  “always” into the “lonely”
            loneliness. Specifically, the correlates were categorized as   category (coded as  1) and ratings “seldom” and “never”
            predisposing, enabling, and need factors.          into the “not lonely” category (coded as 0).
            1.2. The current study                               Combining living arrangements, four categories were
                                                               generated, namely, living alone and feeling lonely, living
            The correlates of living arrangements and loneliness have   alone but not lonely, not living alone but lonely, and neither
            been well documented in the literature; however, such   living alone nor feeling lonely.
            research might overlook the complexity of older adults’
            circumstances. Thus, as per Andersen’s behavioral Model,   We categorized the variables into predisposing,
            this study attempted to examine the typology of living   enabling, and need factors. Predisposing factors included
            alone and loneliness—living alone and feeling lonely, living   the following: age (65 – 79, 80 – 89, 90 – 99, and 100+);
            alone and not lonely, not living alone but lonely, and neither   sex (men vs. women); residence (rural vs. urban); marital
            living alone nor feeling lonely—and the correlates as well   status (currently married vs. not married); educational
            as urban–rural differences in a nationally representative   attainment in terms of the number of years of education
            sample of Chinese older adults.                    received (0, 1 – 6, 7+); and occupation before retirement
                                                               (white-collar occupation vs. others).
            2. Methods                                           Enabling factors included financial independence (yes
            2.1. Data                                          vs. no), family economic status (rich vs. not rich), family
                                                               emotional support, participation in individual and group
            This study used data from the 2018 CLHLS. More details   activities, and  community  old-age care services. Family
            about the sampling can be found in previous studies (Gu,   emotional support included the following questions:
            2008; Gu et al., 2021). Because we focused on adults aged   “Whom do you ask first for help when you have problems/
            65 and older and given that some variables had missing   difficulties?,” “To whom do you usually talk most frequently
            data, including loneliness (1,766 missing cases), living   in daily life?,” and “Whom do you talk to first when you
            alone (259 missing cases), self-rated health (1,238 missing   need to tell something about your thoughts?” When
            cases), and chronic disease (2,260 missing cases), we   family members were selected, the response was coded as
            conducted 10 imputations using the multiple imputation   1; otherwise, it was coded as 0. The Cronbach’s alpha for
            method for variables with missing values. The final sample   this item was 0.87. Participation in individual activities
            for the study was 14,469. Ethical approval for this study   was measured by four items, namely, gardening, reading
            was obtained from the Institutional Review Board of   newspapers and/or books, raising domestic animals, and
            Peking University (Approval number: 2022-147).     watching television and/or listening to the radio. When
                                                               older adults participated in at least one of the above
            2.2. Measurements
                                                               activities, it was considered participation in individual
            The dependent variable was typology based on living   activities; otherwise, it was considered non-participation.
            alone and loneliness. Living arrangements were measured   Meanwhile, group activity participation was dichotomized
            by the question, “Whom do you live with now?” The   and coded based on playing cards and/or mahjong and
            answers included “with household member(s),” “alone,”   organized social activities. It was coded as participation
            and “in a nursing home.” As community home-based care   for  those  who  participated  in  at  least  one  activity,  and
            is the main way of providing old-age care and older adults   otherwise as non-participation. Community services
            in China primarily prefer to live in their communities   were measured by eight old-age care services, including
            or at home, this study focused on community-dwelling   recreational activities and psychological support. If at
            older adults and excluded institutionalized older adults.   least one service was available, community services were


            Volume 11 Issue 2 (2025)                        19                        https://doi.org/10.36922/ijps.4184
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