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



            did not examine the role of more sophisticated family-level   (ECSHU: 2022-147). The data used in the current study
            factors in the typology profiles, such as relationship quality   is sourced from a publicly available database (Chinese
            and family interactions. Third, this study did not examine   Longitudinal Healthy Longevity Survey). This data was
            whether and how the four subgroups will change with time   collected with the informed consent of the respondents.
            and the reasons for transitions into and out of different
            groups. It would be beneficial if future research touches on   Consent for publication
            this topic using more data.                        The respondents gave consent to use their data in scientific

            5. Conclusion                                      publications.
            Given the large sample size of the dataset and the analytical   Availability of data
            strategies employed, this study contributes to the literature   The datasets used in this study are openly available from
            by facilitating the understanding of the typology of   the Open Research Data of Peking University at https://
            living alone and loneliness as well as its relationship with   opendata.pku.edu.cn/dataverse/CHADS
            correlates according to the Andersen behavioral model.
            We hope that this study catalyzes more novel analyses to   References
            disentangle the dynamics and correlates of the typology
            of living alone and loneliness with time. In addition, the   Andersen, R.M. (1995). Revisiting the behavioral model and
                                                                  access to medical care: does it matter? Journal of Health and
            differences between older adults living in urban and rural   Social Behavior, 36:1-10.
            areas highlight the importance of recognizing the urban–
            rural divide in China; in particular, the differences in the      https://doi.org/10.2307/2137284
            correlates of  the typology.  These  differences  need  to be   Ausubel, J. (2020). Older People are More Likely to Live Alone
            considered to provide efficient and tailored policies and   in the U.S. than Elsewhere in the World. United States of
            services and remain to be addressed in future research.  America. Available from: https://policycommons.net/
                                                                  artifacts/616412/older-people-are-more-likely-to-live-
            Acknowledgments                                       alone-in-the-us/1597053 [Last accessed on 2023 Apr 13].
            None.                                              Bedard-Thomas,  J.,  Gausvik,  C.,  Wessels,  J.,  Regan,  S.,
                                                                  Goodnow,  K., & Goroncy, A. (2019). I live alone but don’t
            Funding                                               feel alone: Social isolation and loneliness from the patient
                                                                  perspective.  Journal of Patient-Centered Research and
            This work is funded by the National Social Science Fund of   Reviews, 6(4):262.
            China under Grant/Award Number: 23BRK026, awarded
            to Dr. Fang Yang.                                     https://doi.org/10.17294/2330-0698.1715
                                                               Birditt, K.S., Manalel, J.A., Sommers, H., Luong, G., &
            Conflict of interest                                  Fingerman,  K.L. (2019). Better off alone: Daily solitude is
            Fang Yang is an Editorial Board Member of this journal   associated with lower negative affect in more conflictual
            but was not in any way involved in the editorial and   social networks. The Gerontologist, 59(6):1152-1161.
            peer-review process conducted for this paper, directly or      https://doi.org/10.1093/geront/gny060
            indirectly. Separately, other authors declared that they   Carstensen, L.L. (1992). Social and emotional patterns in
            have no known competing financial interests or personal   adulthood: Support for socioemotional selectivity theory.
            relationships that could have influenced the work reported   Psychology and Aging, 7(3):331.
            in this paper.
                                                                  https://doi.org/10.1037/0882-7974.7.3.331
            Author contributions                               Cloutier-Fisher, D., Kobayashi, K., & Smith, A. (2011). The

            Conceptualization: Fang Yang                          subjective dimension of social isolation: A  qualitative
                                                                  investigation of older adults’ experiences in small social
            Formal analysis: Xiang Zhou, Huiguang Wang            support networks. Journal of Aging Studies, 25(4):407-414.
            Methodology: Fang Yang, Xiang Zhou
            Writing – original draft: Fang Yang, Xiang Zhou       https://doi.org/10.1016/j.jaging.2011.03.012
            Writing – review & editing: Fang Yang              Cohen-Mansfield, J., Hazan, H., Lerman, Y., & Shalom, V. (2016).
                                                                  Correlates and predictors of loneliness in older-adults:
            Ethics approval and consent to participate            A  review of quantitative results informed by qualitative

            Ethical approval of this study was obtained from the   insights. International Psychogeriatrics, 28(4):557-576.
            Institutional  Review  Board  of  Shanghai  University      https://doi.org/10.1017/S1041610215001532


            Volume 11 Issue 2 (2025)                        26                        https://doi.org/10.36922/ijps.4184
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