Table 3.
Factors including the participants’ willingness to choose smart senior care
| Factors | β | S. E | Wald | p-value | Exp(B) | 95%CI | VIF |
|---|---|---|---|---|---|---|---|
| Age (Reference: age 60–69) | 1.476 | ||||||
| Age 70–79 | −0.016 | 0.293 | 0.003 | 0.957 | 0.984 | 0.554–01.748 | |
| Age 80+ | −0.793 | 0.337 | 5.412 | 0.020 | 0.457 | 0.236–0.884 | |
| Registered residence (Reference: rural) | 1.997 | ||||||
| Urban | 0.154 | 0.313 | 0.243 | 0.622 | 1.167 | 0.632–2.153 | |
| Years of education (Reference: no education) | 1.848 | ||||||
| 1–6 years of education | −0.193 | 0.297 | 0.421 | 0.517 | 0.825 | 0.461–1.476 | |
| > 6 years of education | 0.140 | 0.426 | 0.108 | 0.742 | 1.150 | 0.499–2.653 | |
| Pre-retirement occupation (Reference: Have a formal job) | 2.333 | ||||||
| Others | 0.493 | 0.369 | 1.787 | 0.181 | 1.638 | 0.795–3.376 | |
| National health insurance enrollment (Reference: UEMS) | 3.644 | ||||||
| URMS | −0.299 | 0.420 | 0.504 | 0.478 | 0.742 | 0.325–1.691 | |
| NRCMS | −0.513 | 0.482 | 1.136 | 0.286 | 0.598 | 0.233–1.538 | |
| Monthly income in RMB (Reference: less than 1000) | 2.465 | ||||||
| 1000-1999 | −0.601 | 0.340 | 3.121 | 0.077 | 0.548 | 0.282–1.068 | |
| 2000-2999 | −0.464 | 0.355 | 1.715 | 0.190 | 0.628 | 0.314–1.259 | |
| 3000-3999 | 0.269 | 0.494 | 0.297 | 0.586 | 1.309 | 0.497–3.443 | |
| More than 4000 | −0.425 | 0.577 | 0.543 | 0.461 | 0.654 | 0.211–2.025 | |
| Number of children (Reference: only one child) | 1.393 | ||||||
| Two children | −1.115 | 0.357 | 9.776 | 0.002 | 0.328 | 0.163–0.660 | |
| Three children | −1.083 | 0.399 | 7.387 | 0.007 | 0.339 | 0.155–0.739 | |
| Four or more children | −1.481 | 0.417 | 12.611 | 0.001 | 0.227 | 0.100–0.515 | |
| Frequency of children visiting parents (Reference: everyday) | 1.104 | ||||||
| Weekly | 0.362 | 0.262 | 1.917 | 0.166 | 1.436 | 0.860–2.398 | |
| Semimonthly | 0.115 | 0.342 | 0.113 | 0.737 | 1.122 | 0.574–2.192 | |
| Monthly+ | 1.340 | 0.379 | 12.506 | 0.001 | 3.818 | 1.817–8.021 | |
| Perceived adequacy of senior care received (Reference: no) | 1.259 | ||||||
| Yes | −0.563 | 0.238 | 5.610 | 0.018 | 0.569 | 0.357–0.907 | |
| Self-reported health (Reference: Well) | 1.361 | ||||||
| Worse | 0.847 | 0.280 | 9.126 | 0.003 | 2.332 | 1.346–4.040 | |
| Hospitalization within a year (Reference: no) | 1.308 | ||||||
| Yes | 0.168 | 0.285 | 0.349 | 0.555 | 0.845 | 0.483–1.477 | |
| Any chronic diseases (Reference: No) | 1.521 | ||||||
| Yes | 0.857 | 0.402 | 9.704 | 0.010 | 2.378 | 1.208–4.490 | |
| Frequency of physical examination (Reference: half a year) | 1.264 | ||||||
| Annually | 0.109 | 0.311 | 0.122 | 0.727 | 1.115 | 0.605–2.053 | |
| Biennial | −0.192 | 0.365 | 0.275 | 0.600 | 0.826 | 0.404–1.689 | |
| More than 2 years | −0.431 | 0.366 | 1.389 | 0.239 | 0.650 | 0.317–1.331 | |
| Smartphone use (Reference: No) | 1.383 | ||||||
| Yes | 0.515 | 0.247 | 4.358 | 0.037 | 1.674 | 1.032–2.717 | |
| Familiarity with smart senior care (Reference: know very well) | 1.334 | ||||||
| Just heard of | 0.233 | 0.482 | 0.234 | 0.629 | 1.102 | 0.308–2.036 | |
| Incomprehension | 0.112 | 0.581 | 0.037 | 0.847 | 1.119 | 0.358–3.493 | |
| Attitude towards smart senior care (Reference: not supportive) | 1.051 | ||||||
| Supportive | 2.602 | 0.330 | 32.046 | 0.000 | 13.493 | 7.062–25.781 | |
Note. Covariates were calculated by the minimum assignment.β standardized regression coefficient, S.E standard error, VIF variance inflation factor