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




            Table 4. Multinomial logistic regression analysis of the correlates of the typology based on living alone and loneliness for rural
            older adults in China
                                                 Living alone and lonely  Living alone but not lonely  Not living alone but lonely
            Age (80 – 89) (vs. 65 – 79)               −0.063                0.314*                −0.059
                                                      (0.146)              (0.138)                (0.106)
            Age (90 – 99) (vs. 65 – 79)              −0.746***             −0.316 +              −0.327**
                                                      (0.168)              (0.162)                (0.123)
            Age (100+) (vs. 65 – 79)                 −1.271***            −0.975***              −0.469**
                                                      (0.198)              (0.198)                (0.137)
            Men (vs. women)                            0.212 +             −0.072                 0.120
                                                      (0.117)              (0.112)                (0.079)
            Currently married (vs. no)               −3.815***            −2.879***              −0.951***
                                                      (0.227)              (0.186)                (0.106)
            1 – 6 years of education (vs. 0)          −0.223 +              0.010                 −0.107
                                                      (0.130)              (0.121)                (0.088)
            7+ years of education (vs. 0)             −0.152                0.164                 −0.191
                                                      (0.244)              (0.213)                (0.156)
            White-collar occupation before retirement (vs. no)  0.064      −0.479                 −0.151
                                                      (0.344)              (0.335)                (0.216)
            Financially independent (vs. no)           0.060                0.214                 −0.008
                                                      (0.153)              (0.135)                (0.100)
            Rich family economic status (vs. no)     −0.767***             −0.317*               −0.530***
                                                      (0.175)              (0.134)                (0.108)
            Family emotional support (vs. no)        −0.692***             −0.175                 −0.017
                                                      (0.180)              (0.179)                (0.106)
            Individual activity participation (vs. no)  −0.452***          −0.030                −0.330***
                                                      (0.116)              (0.117)                (0.082)
            Group activity participation (vs. no)      0.028               −0.098                 −0.151
                                                      (0.139)              (0.126)                (0.098)
            Community service (vs. no)                −0.297**             −0.065                −0.229**
                                                      (0.100)              (0.096)                (0.068)
            ADL disabled (vs. no)                    −0.892***            −0.793***               0.218*
                                                      (0.147)              (0.147)                (0.087)
            IADL disabled (vs. no)                     0.046               −0.128                 0.242*
                                                      (0.140)              (0.127)                (0.100)
            Cognitively impaired (vs. no)             −0.123               −0.052                 0.034
                                                      (0.123)              (0.118)                (0.087)
            Self-rated good health (vs. no)          −0.900***              0.155                −0.681***
                                                       0.107               (0.097)                (0.072)
            Chronic disease (vs. no)                   0.160                0.155                 0.106
                                                      (0.118)              (0.112)                (0.080)
            intercept                                 0.897**              −0.649*                −0.147
                                                      (0.260)              (0.261)                (0.181)
            Log-likelihood                                                 −5,868.763
            N                                                                6405
            Pseudo R 2                                                       0.125
            Notes: +p<0.1, *p<0.05, **p<0.01, ***p<0.001. Standard error in brackets.
            Abbreviations: ADL: Activities of daily living; IADL: Instrumental activities of daily living.

            understanding of the social circumstances for older   Compared with the reference category of neither living
            adults in each category.                           alone nor feeling lonely, older adults who live alone and feel



            Volume 11 Issue 2 (2025)                        24                        https://doi.org/10.36922/ijps.4184
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