| Males (n = 3016) | Females (n = 3058) |
---|---|---|
Fixed Effects | Â | Â |
Intercept | 4.634*** | 6.000*** |
Living arrangement (ref = Living with spouse) |  |  |
 Living alone | 0.004 | 0.159 |
 Living with adult children | -0.037 | -0.126 |
 Living with spouse and adult children | 0.065 | -0.084 |
 Living with others | -0.019 | 0.182 |
Time (years since baseline) | -0.021 | -0.077*** |
Age (ref = 60–64, at baseline) |  |  |
 65–69 | -0.293** | -0.673*** |
 70–74 | -1.034*** | -1.165*** |
 ≥ 75 | -1.818*** | -1.940*** |
Geographic residence (ref = Rural) |  |  |
 Urban | 0.236* | 0.591*** |
Education (ref = No formal education) |  |  |
 Capable of reading and/or writing | 2.341*** | 2.274*** |
 Primary school | 3.660*** | 4.179*** |
 Middle school and above | 4.800*** | 5.398*** |
Working status (ref = No) |  |  |
 Yes | 0.060 | -0.081 |
The number of physical comorbidities (ref = 0) |  |  |
 1–2 | 0.146 | -0.066 |
 ≥ 3 | 0.182 | 0.156 |
Feeling pain (ref = No) |  |  |
 Yes | -0.283* | -0.103 |
IADLs (ref = Unimpaired) |  |  |
 Impaired | -0.837*** | -0.782*** |
Depressive symptoms (ref = No) |  |  |
 Yes | -0.460*** | -0.477*** |
Social activity participation (ref = No) |  |  |
 Yes | 0.656*** | 0.510*** |
Number of adult children (ref = 1) |  |  |
 2–3 | 0.249 | 0.022 |
 ≥ 4 | 0.231 | -0.089 |
Average schooling year of children (Centered) | 0.174*** | 0.237*** |
Household expenditure per capita (log) | 0.360*** | 0.154** |
Time * Living alone | -0.192*** | -0.071 |
Time * Living with adult children | -0.168** | -0.107** |
Time * Living with spouse and adult children | -0.032 | -0.053* |
Time * Living with others | -0.061 | -0.179* |
Random Effects | Â | Â |
Level 2: Individual | Â | Â |
 Individual -variance | 4.011*** | 5.274*** |
Level 1: Point in time | Â | Â |
 Point in time-variance | 6.795*** | 6.135*** |
-2*loglikelihood | 49282.55 | 48645.26 |