
Chinese General Practice ›› 2026, Vol. 29 ›› Issue (24): 3493-3499.DOI: 10.12114/j.issn.1007-9572.2025.0329
Special Issue: 社区卫生服务最新研究合辑
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Received:2025-10-13
Revised:2025-12-15
Published:2026-08-20
Online:2026-07-03
Contact:
WANG Li
通讯作者:
王丽
作者简介:作者贡献:
倪一丹负责数据分析,绘制图表,撰写论文初稿;王莹、朱瑜可参与数据分析和论文写作;徐静负责发放前期数据收集;王丽提出研究命题及思路,设计研究方案,负责研究过程中的质量控制监督、稿件校审,对本文负责。
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URL: https://www.chinagp.net/EN/10.12114/j.issn.1007-9572.2025.0329
| 一般资料 | 性别 | 文化水平 | 婚姻状况 | 职业情况 | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| 男 | 女 | 小学以下 | 小学 | 初中 | 高中及以上 | 已婚 | 其他 | 在职 | 退休 | ||
| 例数(%) | 458(40.8) | 664(59.2) | 152(13.5) | 275(24.5) | 343(30.6) | 352(31.4) | 945(84.2) | 177(15.8) | 260(23.2) | 862(76.8) | |
| 一般资料 | 经济来源 | 慢性病 | 医疗付费 | 规律锻炼 | 体力活动a | ||||||
| 劳动收入 | 离退休金 | 其他 | 有 | 无 | 自费 | 公费或医保 | 是 | 否 | 是 | 否 | |
| 例数(%) | 130(11.6) | 848(75.6) | 144(12.8) | 956(85.2) | 166(14.8) | 151(13.4) | 971(86.6) | 735(65.5) | 387(34.5) | 949(84.6) | 173(15.4) |
Table 1 General information of the participants
| 一般资料 | 性别 | 文化水平 | 婚姻状况 | 职业情况 | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| 男 | 女 | 小学以下 | 小学 | 初中 | 高中及以上 | 已婚 | 其他 | 在职 | 退休 | ||
| 例数(%) | 458(40.8) | 664(59.2) | 152(13.5) | 275(24.5) | 343(30.6) | 352(31.4) | 945(84.2) | 177(15.8) | 260(23.2) | 862(76.8) | |
| 一般资料 | 经济来源 | 慢性病 | 医疗付费 | 规律锻炼 | 体力活动a | ||||||
| 劳动收入 | 离退休金 | 其他 | 有 | 无 | 自费 | 公费或医保 | 是 | 否 | 是 | 否 | |
| 例数(%) | 130(11.6) | 848(75.6) | 144(12.8) | 956(85.2) | 166(14.8) | 151(13.4) | 971(86.6) | 735(65.5) | 387(34.5) | 949(84.6) | 173(15.4) |
| 模型 | Log L | AIC | BIC | aBIC | Entropy指数 | PLMR值 | PBLRT值 | 类别概率 |
|---|---|---|---|---|---|---|---|---|
| 1 | -9 549.293 | 19 122.586 | 19 182.860 | 19 144.745 | ||||
| 2 | -8 958.985 | 17 955.971 | 18 051.405 | 17 991.056 | 0.798 | <0.001 | <0.001 | 0.264/0.736 |
| 3 | -8 721.047 | 17 494.094 | 17 624.689 | 17 542.106 | 0.772 | 0.016 3 | <0.001 | 0.097/0.519/0.384 |
| 4 | -8 627.455 | 17 320.910 | 17 486.664 | 17 381.847 | 0.766 | 0.036 1 | <0.001 | 0.056/0.568/0.222/0.154 |
| 5 | -8 581.671 | 17 243.343 | — | 17 317.207 | 0.800 | 0.246 3 | <0.001 | 0.057/0.221/0.563/0.155/0.002 |
Table 2 Fit indices of the latent profile model of functional fitness in community-dwelling elderly
| 模型 | Log L | AIC | BIC | aBIC | Entropy指数 | PLMR值 | PBLRT值 | 类别概率 |
|---|---|---|---|---|---|---|---|---|
| 1 | -9 549.293 | 19 122.586 | 19 182.860 | 19 144.745 | ||||
| 2 | -8 958.985 | 17 955.971 | 18 051.405 | 17 991.056 | 0.798 | <0.001 | <0.001 | 0.264/0.736 |
| 3 | -8 721.047 | 17 494.094 | 17 624.689 | 17 542.106 | 0.772 | 0.016 3 | <0.001 | 0.097/0.519/0.384 |
| 4 | -8 627.455 | 17 320.910 | 17 486.664 | 17 381.847 | 0.766 | 0.036 1 | <0.001 | 0.056/0.568/0.222/0.154 |
| 5 | -8 581.671 | 17 243.343 | — | 17 317.207 | 0.800 | 0.246 3 | <0.001 | 0.057/0.221/0.563/0.155/0.002 |
| 组别 | 例数 | 年龄( | 性别[例(%)] | BMI( | 文化水平[例(%)] | 婚姻状况[例(%)] | 职业情况[例(%)] | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 男 | 女 | 小学以下 | 小学 | 初中 | 高中及以上 | 已婚 | 其他 | 在职 | 退休 | ||||
| 体适能水平较低组 | 109 | 76.6±7.2 | 59(54.1) | 50(45.9) | 24.2±3.1 | 31(28.4) | 38(34.9) | 21(19.3) | 19(17.4) | 74(67.9) | 35(32.1) | 33(30.3) | 76(69.7) |
| 体适能水平中等组 | 582 | 70.0±6.1 | 249(42.8) | 333(57.2) | 24.1±3.0 | 82(14.1) | 158(27.1) | 190(32.7) | 152(26.1) | 491(84.4) | 91(15.6) | 150(25.8) | 432(74.2) |
| 体适能水平较高组 | 431 | 66.6±5.2 | 150(34.8) | 281(65.2) | 23.8±2.9 | 39(9.0) | 79(18.3) | 132(30.6) | 181(42.1) | 380(88.2) | 51(11.8) | 77(17.9) | 354(82.1) |
| χ2(F)值 | 116.170a | 15.380 | 1.062a | 70.271 | 26.819 | 12.118 | |||||||
| P值 | <0.001 | <0.001 | 0.346 | <0.001 | <0.001 | 0.002 | |||||||
| 组别 | 经济来源[例(%)] | 慢性病[例(%)] | 医疗付费[例(%)] | 规律锻炼[例(%)] | 体力活动b[例(%)] | ||||||||
| 劳动收入 | 离退休金 | 其他 | 有 | 无 | 自费 | 公费或医保 | 是 | 否 | 是 | 否 | |||
| 体适能水平较低组 | 8(7.3) | 78(71.6) | 23(21.1) | 102(93.6) | 7(6.4) | 18(16.5) | 91(83.5) | 58(53.2) | 51(46.8) | 82(75.2) | 27(24.8) | ||
| 体适能水平中等组 | 74(12.7) | 427(73.4) | 81(13.9) | 506(86.9) | 76(13.1) | 99(17.0) | 483(83.0) | 373(64.1) | 209(35.9) | 485(83.3) | 97(16.7) | ||
| 体适能水平较高组 | 48(11.1) | 343(79.6) | 40(9.3) | 348(80.7) | 83(19.3) | 34(7.9) | 397(92.1) | 304(70.5) | 127(29.5) | 382(88.6) | 49(11.4) | ||
| χ2(F)值 | 14.492 | 14.263 | 18.648 | 12.657 | 13.425 | ||||||||
| P值 | 0.008 | 0.001 | <0.001 | 0.002 | <0.001 | ||||||||
Table 3 Univariate analysis of potential categories of functional fitness levels of elderly people in the community
| 组别 | 例数 | 年龄( | 性别[例(%)] | BMI( | 文化水平[例(%)] | 婚姻状况[例(%)] | 职业情况[例(%)] | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 男 | 女 | 小学以下 | 小学 | 初中 | 高中及以上 | 已婚 | 其他 | 在职 | 退休 | ||||
| 体适能水平较低组 | 109 | 76.6±7.2 | 59(54.1) | 50(45.9) | 24.2±3.1 | 31(28.4) | 38(34.9) | 21(19.3) | 19(17.4) | 74(67.9) | 35(32.1) | 33(30.3) | 76(69.7) |
| 体适能水平中等组 | 582 | 70.0±6.1 | 249(42.8) | 333(57.2) | 24.1±3.0 | 82(14.1) | 158(27.1) | 190(32.7) | 152(26.1) | 491(84.4) | 91(15.6) | 150(25.8) | 432(74.2) |
| 体适能水平较高组 | 431 | 66.6±5.2 | 150(34.8) | 281(65.2) | 23.8±2.9 | 39(9.0) | 79(18.3) | 132(30.6) | 181(42.1) | 380(88.2) | 51(11.8) | 77(17.9) | 354(82.1) |
| χ2(F)值 | 116.170a | 15.380 | 1.062a | 70.271 | 26.819 | 12.118 | |||||||
| P值 | <0.001 | <0.001 | 0.346 | <0.001 | <0.001 | 0.002 | |||||||
| 组别 | 经济来源[例(%)] | 慢性病[例(%)] | 医疗付费[例(%)] | 规律锻炼[例(%)] | 体力活动b[例(%)] | ||||||||
| 劳动收入 | 离退休金 | 其他 | 有 | 无 | 自费 | 公费或医保 | 是 | 否 | 是 | 否 | |||
| 体适能水平较低组 | 8(7.3) | 78(71.6) | 23(21.1) | 102(93.6) | 7(6.4) | 18(16.5) | 91(83.5) | 58(53.2) | 51(46.8) | 82(75.2) | 27(24.8) | ||
| 体适能水平中等组 | 74(12.7) | 427(73.4) | 81(13.9) | 506(86.9) | 76(13.1) | 99(17.0) | 483(83.0) | 373(64.1) | 209(35.9) | 485(83.3) | 97(16.7) | ||
| 体适能水平较高组 | 48(11.1) | 343(79.6) | 40(9.3) | 348(80.7) | 83(19.3) | 34(7.9) | 397(92.1) | 304(70.5) | 127(29.5) | 382(88.6) | 49(11.4) | ||
| χ2(F)值 | 14.492 | 14.263 | 18.648 | 12.657 | 13.425 | ||||||||
| P值 | 0.008 | 0.001 | <0.001 | 0.002 | <0.001 | ||||||||
| 自变量 | 赋值 |
|---|---|
| 性别 | 男=1,女=2 |
| 年龄 | 实测值 |
| 文化水平 | 小学以下=1,小学=2,初中=3,高中及以上=4 |
| 婚姻状况 | 未婚丧偶离异=1,已婚=2 |
| 职业 | 在职=1,退休=2 |
| 经济来源 | 劳动收入=1,离退休金=2,其他=3 |
| 慢性病 | 无=1,有=2 |
| 医疗付费 | 自费=1,公费或医保=2 |
| 规律锻炼 | 是=1,否=2 |
| 体力活动 | 是=1,否=2 |
Table 4 Assignment methods for independent variables
| 自变量 | 赋值 |
|---|---|
| 性别 | 男=1,女=2 |
| 年龄 | 实测值 |
| 文化水平 | 小学以下=1,小学=2,初中=3,高中及以上=4 |
| 婚姻状况 | 未婚丧偶离异=1,已婚=2 |
| 职业 | 在职=1,退休=2 |
| 经济来源 | 劳动收入=1,离退休金=2,其他=3 |
| 慢性病 | 无=1,有=2 |
| 医疗付费 | 自费=1,公费或医保=2 |
| 规律锻炼 | 是=1,否=2 |
| 体力活动 | 是=1,否=2 |
| 变量名 | 体适能水平较低组 | 体适能水平中等组 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| B | SE | Wald χ2值 | P值 | OR值 | 95%CI | B | SE | Wald χ2值 | P值 | OR值 | 95%CI | |
| 年龄 | 0.260 | 0.024 | 119.221 | <0.001 | 1.298 | 1.238~1.360 | 0.103 | 0.013 | 61.958 | <0.001 | 1.109 | 1.081~1.138 |
| 性别(以女性为参照) | ||||||||||||
| 男性 | 0.875 | 0.279 | 9.859 | 0.002 | 2.399 | 1.389~4.142 | 0.370 | 0.149 | 6.190 | 0.013 | 1.448 | 1.082~1.939 |
| 文化水平(以高中及以上为参照) | ||||||||||||
| 小学以下 | 2.947 | 0.463 | 40.594 | <0.001 | 19.052 | 7.695~47.170 | 0.902 | 0.263 | 11.738 | <0.001 | 2.465 | 1.471~4.131 |
| 小学 | 1.909 | 0.389 | 24.093 | <0.001 | 6.748 | 3.148~14.465 | 0.790 | 0.200 | 15.630 | <0.001 | 2.204 | 1.490~3.261 |
| 初中 | 0.569 | 0.387 | 2.160 | 0.142 | 1.767 | 0.827~3.773 | 0.468 | 0.170 | 7.534 | 0.006 | 1.596 | 1.143~2.229 |
| 婚姻状况(以已婚为参照) | ||||||||||||
| 其他 | 0.364 | 0.327 | 1.237 | 0.266 | 1.439 | 0.758~2.732 | 0.040 | 0.211 | 0.035 | 0.851 | 1.040 | 0.689~1.572 |
| 职业(以退休为参照) | ||||||||||||
| 在职 | 0.131 | 0.405 | 0.105 | 0.746 | 1.140 | 0.516~2.521 | 0.116 | 0.249 | 0.217 | 0.642 | 1.123 | 0.690~1.828 |
| 经济来源(以其他为参照) | ||||||||||||
| 劳动所得 | -0.144 | 0.565 | 0.065 | 0.799 | 0.866 | 0.286~2.621 | 0.099 | 0.303 | 0.107 | 0.744 | 1.104 | 0.610~1.998 |
| 离退休金 | 0.131 | 0.484 | 0.073 | 0.787 | 1.140 | 0.442~2.941 | 0.298 | 0.284 | 1.103 | 0.294 | 1.348 | 0.772~2.352 |
| 慢性病(以无为参照) | ||||||||||||
| 有 | 1.246 | 0.409 | 9.260 | 0.002 | 3.475 | 1.558~7.753 | 0.462 | 0.173 | 7.115 | 0.008 | 1.588 | 1.130~2.231 |
| 医疗付费(以公费和医保为参照) | ||||||||||||
| 自费 | 0.504 | 0.464 | 1.178 | 0.278 | 1.655 | 0.666~4.111 | 0.788 | 0.272 | 8.405 | 0.004 | 2.200 | 1.291~3.749 |
| 规律锻炼(以是为参照) | ||||||||||||
| 否 | 0.491 | 0.271 | 3.283 | 0.070 | 1.633 | 0.961~2.776 | 0.272 | 0.153 | 3.178 | 0.075 | 1.313 | 0.973~1.772 |
| 体力活动(以是为参照) | ||||||||||||
| 否 | 0.610 | 0.333 | 3.360 | 0.067 | 1.841 | 0.959~3.534 | 0.257 | 0.208 | 1.530 | 0.216 | 1.293 | 0.860~1.943 |
Table 5 Multivariate Logistic regression analysis of potential influencing factors for functional fitness levels of elderly people in communities
| 变量名 | 体适能水平较低组 | 体适能水平中等组 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| B | SE | Wald χ2值 | P值 | OR值 | 95%CI | B | SE | Wald χ2值 | P值 | OR值 | 95%CI | |
| 年龄 | 0.260 | 0.024 | 119.221 | <0.001 | 1.298 | 1.238~1.360 | 0.103 | 0.013 | 61.958 | <0.001 | 1.109 | 1.081~1.138 |
| 性别(以女性为参照) | ||||||||||||
| 男性 | 0.875 | 0.279 | 9.859 | 0.002 | 2.399 | 1.389~4.142 | 0.370 | 0.149 | 6.190 | 0.013 | 1.448 | 1.082~1.939 |
| 文化水平(以高中及以上为参照) | ||||||||||||
| 小学以下 | 2.947 | 0.463 | 40.594 | <0.001 | 19.052 | 7.695~47.170 | 0.902 | 0.263 | 11.738 | <0.001 | 2.465 | 1.471~4.131 |
| 小学 | 1.909 | 0.389 | 24.093 | <0.001 | 6.748 | 3.148~14.465 | 0.790 | 0.200 | 15.630 | <0.001 | 2.204 | 1.490~3.261 |
| 初中 | 0.569 | 0.387 | 2.160 | 0.142 | 1.767 | 0.827~3.773 | 0.468 | 0.170 | 7.534 | 0.006 | 1.596 | 1.143~2.229 |
| 婚姻状况(以已婚为参照) | ||||||||||||
| 其他 | 0.364 | 0.327 | 1.237 | 0.266 | 1.439 | 0.758~2.732 | 0.040 | 0.211 | 0.035 | 0.851 | 1.040 | 0.689~1.572 |
| 职业(以退休为参照) | ||||||||||||
| 在职 | 0.131 | 0.405 | 0.105 | 0.746 | 1.140 | 0.516~2.521 | 0.116 | 0.249 | 0.217 | 0.642 | 1.123 | 0.690~1.828 |
| 经济来源(以其他为参照) | ||||||||||||
| 劳动所得 | -0.144 | 0.565 | 0.065 | 0.799 | 0.866 | 0.286~2.621 | 0.099 | 0.303 | 0.107 | 0.744 | 1.104 | 0.610~1.998 |
| 离退休金 | 0.131 | 0.484 | 0.073 | 0.787 | 1.140 | 0.442~2.941 | 0.298 | 0.284 | 1.103 | 0.294 | 1.348 | 0.772~2.352 |
| 慢性病(以无为参照) | ||||||||||||
| 有 | 1.246 | 0.409 | 9.260 | 0.002 | 3.475 | 1.558~7.753 | 0.462 | 0.173 | 7.115 | 0.008 | 1.588 | 1.130~2.231 |
| 医疗付费(以公费和医保为参照) | ||||||||||||
| 自费 | 0.504 | 0.464 | 1.178 | 0.278 | 1.655 | 0.666~4.111 | 0.788 | 0.272 | 8.405 | 0.004 | 2.200 | 1.291~3.749 |
| 规律锻炼(以是为参照) | ||||||||||||
| 否 | 0.491 | 0.271 | 3.283 | 0.070 | 1.633 | 0.961~2.776 | 0.272 | 0.153 | 3.178 | 0.075 | 1.313 | 0.973~1.772 |
| 体力活动(以是为参照) | ||||||||||||
| 否 | 0.610 | 0.333 | 3.360 | 0.067 | 1.841 | 0.959~3.534 | 0.257 | 0.208 | 1.530 | 0.216 | 1.293 | 0.860~1.943 |
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