
Chinese General Practice ›› 2023, Vol. 26 ›› Issue (26): 3297-3302.DOI: 10.12114/j.issn.1007-9572.2023.0096
Special Issue: 睡眠研究最新文章合辑; 老年问题最新文章合辑; 老年人群健康最新文章合辑; 睡眠问题专题研究
• Original Research • Previous Articles Next Articles
Received:2023-02-22
Revised:2023-04-01
Published:2023-09-15
Online:2023-04-20
Contact:
BAI Yamei
通讯作者:
柏亚妹
作者简介:基金资助:
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URL: https://www.chinagp.net/EN/10.12114/j.issn.1007-9572.2023.0096
| 模型 | K | Log(L) | AIC | BIC | aBIC | Entory | P值 | |
|---|---|---|---|---|---|---|---|---|
| LMR | BLRT | |||||||
| 1 | 14 | -2 461.890 | 4 951.779 | 5 003.012 | 4 958.616 | — | — | — |
| 2 | 22 | -2 056.322 | 4 156.645 | 4 237.153 | 4 167.389 | 1.000 | 0.035 | <0.001 |
| 3 | 30 | -1 872.362 | 3 804.725 | 3 914.509 | 3 819.376 | 0.939 | <0.001 | <0.001 |
| 4 | 38 | -1 840.812 | 3 757.624 | 3 896.684 | 3 776.182 | 0.955 | <0.001 | 0.020 |
| 5 | 46 | -1 587.108 | 3 266.217 | 3 434.553 | 3 288.682 | 1.000 | 1.000 | <0.001 |
Table 1 Fit index of the sleep latent profile model for older adults with SCD
| 模型 | K | Log(L) | AIC | BIC | aBIC | Entory | P值 | |
|---|---|---|---|---|---|---|---|---|
| LMR | BLRT | |||||||
| 1 | 14 | -2 461.890 | 4 951.779 | 5 003.012 | 4 958.616 | — | — | — |
| 2 | 22 | -2 056.322 | 4 156.645 | 4 237.153 | 4 167.389 | 1.000 | 0.035 | <0.001 |
| 3 | 30 | -1 872.362 | 3 804.725 | 3 914.509 | 3 819.376 | 0.939 | <0.001 | <0.001 |
| 4 | 38 | -1 840.812 | 3 757.624 | 3 896.684 | 3 776.182 | 0.955 | <0.001 | 0.020 |
| 5 | 46 | -1 587.108 | 3 266.217 | 3 434.553 | 3 288.682 | 1.000 | 1.000 | <0.001 |
| 类型 | 例数 | 睡眠质量 | 入睡时间 | 睡眠时间 | 睡眠效率 | 睡眠障碍 | 催眠药物使用 | 日间功能障碍 |
|---|---|---|---|---|---|---|---|---|
| 睡眠相对良好型 | 200 | 1(0) | 0(1) | 1(2) | 0(1) | 1(0) | 0(0) | 0(1) |
| 睡眠不足型 | 63 | 2(1) | 2(2) | 2(1) | 2(1) | 1(1) | 0(0) | 1(2) |
| 入睡困难-药物催眠型 | 24 | 2(1) | 3(2) | 2(1) | 1(3) | 1(1) | 3(1) | 2(3) |
| H值 | 127.025 | 74.116 | 95.317 | 147.392 | 36.786 | 265.924 | 47.391 | |
| P值 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 |
Table 2 Comparison of PSQI scores for each dimension of three potential sleep subtypes in older adults with SCD
| 类型 | 例数 | 睡眠质量 | 入睡时间 | 睡眠时间 | 睡眠效率 | 睡眠障碍 | 催眠药物使用 | 日间功能障碍 |
|---|---|---|---|---|---|---|---|---|
| 睡眠相对良好型 | 200 | 1(0) | 0(1) | 1(2) | 0(1) | 1(0) | 0(0) | 0(1) |
| 睡眠不足型 | 63 | 2(1) | 2(2) | 2(1) | 2(1) | 1(1) | 0(0) | 1(2) |
| 入睡困难-药物催眠型 | 24 | 2(1) | 3(2) | 2(1) | 1(3) | 1(1) | 3(1) | 2(3) |
| H值 | 127.025 | 74.116 | 95.317 | 147.392 | 36.786 | 265.924 | 47.391 | |
| P值 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 |
| 类型 | 例数 | 性别〔例(%)〕 | 年龄〔例(%)〕 | 受教育程度〔例(%)〕 | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| 男 | 女 | 60~69岁 | 70~79岁 | ≥80岁 | 小学 | 初中 | 高中/中专 | 大专 | 本科及以上 | ||
| 睡眠相对良好型 | 200 | 102(51.0) | 98(49.0) | 100(50.0) | 70(35.0) | 30(15.0) | 14(7.0) | 65(32.5) | 70(35.0) | 22(11.0) | 29(14.5) |
| 睡眠不足型 | 63 | 19(30.2) | 44(69.8) | 27(42.9) | 29(46.0) | 7(11.1) | 11(17.5) | 17(27.0) | 19(30.1) | 6(9.5) | 10(15.9) |
| 入睡困难-药物催眠型 | 24 | 11(45.8) | 13(54.2) | 7(29.2) | 10(41.6) | 7(29.2) | 1(4.2) | 4(16.7) | 10(41.6) | 5(20.8) | 4(16.7) |
| 检验统计量值 | 8.378 | 7.618 | 11.412 | ||||||||
| P值 | 0.015 | 0.107 | 0.179 | ||||||||
| 类型 | 饮酒〔例(%)〕 | 吸烟〔例(%)〕 | 智能手机〔例(%)〕 | ||||||||
| 从不 | 已戒酒 | 偶尔 | 经常 | 从不 | 已戒 | 吸烟 | 否 | 是 | |||
| 睡眠相对良好型 | 139(69.5) | 22(11.0) | 23(11.5) | 16(8.0) | 141(70.5) | 31(15.5) | 28(14.0) | 42(21.0) | 158(79.0) | ||
| 睡眠不足型 | 53(84.1) | 1(1.6) | 6(9.5) | 3(4.8) | 54(85.7) | 4(6.3) | 5(7.9) | 5(7.9) | 58(92.1) | ||
| 入睡困难-药物催眠型 | 18(75.0) | 2(8.3) | 3(12.5) | 1(4.2) | 18(75.0) | 4(16.7) | 2(8.3) | 2(8.3) | 22(91.7) | ||
| 检验统计量值 | 7.759a | 6.274a | 7.188 | ||||||||
| P值 | 0.224 | 0.169 | 0.027 | ||||||||
| 类型 | 高血压〔例(%)〕 | 糖尿病〔例(%)〕 | 心脏病〔例(%)〕 | PHQ-9得分〔M(QR),分〕 | FRAIL量表得分〔M(QR),分〕 | ||||||
| 有 | 无 | 有 | 无 | 有 | 无 | ||||||
| 睡眠相对良好型 | 86(43.0) | 114(57.0) | 38(19.0) | 162(81.0) | 51(25.5) | 149(74.5) | 0(1) | 0(1) | |||
| 睡眠不足型 | 36(57.1) | 27(42.9) | 15(23.8) | 48(76.2) | 17(27.0) | 46(73.0) | 2(3) | 0(1) | |||
| 入睡困难-药物催眠型 | 14(58.3) | 10(41.7) | 5(20.8) | 19(79.2) | 15(62.5) | 9(37.5) | 3(4) | 1(2) | |||
| 检验统计量值 | 5.102 | 0.818a | 1.573 | 58.225b | 17.316b | ||||||
| P值 | 0.078 | 0.678 | 0.455 | <0.001 | <0.001 | ||||||
Table 3 Comparison of general information on three latent sleep subtypes in older adults with SCD
| 类型 | 例数 | 性别〔例(%)〕 | 年龄〔例(%)〕 | 受教育程度〔例(%)〕 | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| 男 | 女 | 60~69岁 | 70~79岁 | ≥80岁 | 小学 | 初中 | 高中/中专 | 大专 | 本科及以上 | ||
| 睡眠相对良好型 | 200 | 102(51.0) | 98(49.0) | 100(50.0) | 70(35.0) | 30(15.0) | 14(7.0) | 65(32.5) | 70(35.0) | 22(11.0) | 29(14.5) |
| 睡眠不足型 | 63 | 19(30.2) | 44(69.8) | 27(42.9) | 29(46.0) | 7(11.1) | 11(17.5) | 17(27.0) | 19(30.1) | 6(9.5) | 10(15.9) |
| 入睡困难-药物催眠型 | 24 | 11(45.8) | 13(54.2) | 7(29.2) | 10(41.6) | 7(29.2) | 1(4.2) | 4(16.7) | 10(41.6) | 5(20.8) | 4(16.7) |
| 检验统计量值 | 8.378 | 7.618 | 11.412 | ||||||||
| P值 | 0.015 | 0.107 | 0.179 | ||||||||
| 类型 | 饮酒〔例(%)〕 | 吸烟〔例(%)〕 | 智能手机〔例(%)〕 | ||||||||
| 从不 | 已戒酒 | 偶尔 | 经常 | 从不 | 已戒 | 吸烟 | 否 | 是 | |||
| 睡眠相对良好型 | 139(69.5) | 22(11.0) | 23(11.5) | 16(8.0) | 141(70.5) | 31(15.5) | 28(14.0) | 42(21.0) | 158(79.0) | ||
| 睡眠不足型 | 53(84.1) | 1(1.6) | 6(9.5) | 3(4.8) | 54(85.7) | 4(6.3) | 5(7.9) | 5(7.9) | 58(92.1) | ||
| 入睡困难-药物催眠型 | 18(75.0) | 2(8.3) | 3(12.5) | 1(4.2) | 18(75.0) | 4(16.7) | 2(8.3) | 2(8.3) | 22(91.7) | ||
| 检验统计量值 | 7.759a | 6.274a | 7.188 | ||||||||
| P值 | 0.224 | 0.169 | 0.027 | ||||||||
| 类型 | 高血压〔例(%)〕 | 糖尿病〔例(%)〕 | 心脏病〔例(%)〕 | PHQ-9得分〔M(QR),分〕 | FRAIL量表得分〔M(QR),分〕 | ||||||
| 有 | 无 | 有 | 无 | 有 | 无 | ||||||
| 睡眠相对良好型 | 86(43.0) | 114(57.0) | 38(19.0) | 162(81.0) | 51(25.5) | 149(74.5) | 0(1) | 0(1) | |||
| 睡眠不足型 | 36(57.1) | 27(42.9) | 15(23.8) | 48(76.2) | 17(27.0) | 46(73.0) | 2(3) | 0(1) | |||
| 入睡困难-药物催眠型 | 14(58.3) | 10(41.7) | 5(20.8) | 19(79.2) | 15(62.5) | 9(37.5) | 3(4) | 1(2) | |||
| 检验统计量值 | 5.102 | 0.818a | 1.573 | 58.225b | 17.316b | ||||||
| P值 | 0.078 | 0.678 | 0.455 | <0.001 | <0.001 | ||||||
| 项目 | B | SE | Wald χ2值 | P值 | OR(95%CI) |
|---|---|---|---|---|---|
| 睡眠不足型 | |||||
| 性别a | |||||
| 女性 | 0.908 | 0.338 | 7.222 | 0.007 | 2.479(1.279,4.808) |
| 智能手机使用b | |||||
| 是 | -1.313 | 0.561 | 5.471 | 0.019 | 0.269(0.090,0.808) |
| PHQ-9得分 | 0.562 | 0.110 | 26.323 | <0.001 | 1.755(1.416,2.175) |
| FRAIL量表得分 | 0.083 | 0.228 | 0.132 | 0.716 | 1.086(0.695,1.697) |
| 入睡困难-药物催眠型 | |||||
| 性别a | |||||
| 女性 | 0.197 | 0.489 | 0.162 | 0.687 | 1.218(0.467,3.177) |
| 智能手机使用b | |||||
| 是 | -1.577 | 0.864 | 3.327 | 0.068 | 0.207(0.038,1.125) |
| PHQ-9得分 | 0.689 | 0.131 | 27.556 | <0.001 | 1.992(1.540,2.576) |
| FRAIL量表得分 | 0.388 | 0.283 | 1.874 | 0.171 | 1.473(0.846,2.567) |
Table 4 Unordered multinomial Logistic regression analysis of influencing factors of latent sleep subtypes in older adults with SCD
| 项目 | B | SE | Wald χ2值 | P值 | OR(95%CI) |
|---|---|---|---|---|---|
| 睡眠不足型 | |||||
| 性别a | |||||
| 女性 | 0.908 | 0.338 | 7.222 | 0.007 | 2.479(1.279,4.808) |
| 智能手机使用b | |||||
| 是 | -1.313 | 0.561 | 5.471 | 0.019 | 0.269(0.090,0.808) |
| PHQ-9得分 | 0.562 | 0.110 | 26.323 | <0.001 | 1.755(1.416,2.175) |
| FRAIL量表得分 | 0.083 | 0.228 | 0.132 | 0.716 | 1.086(0.695,1.697) |
| 入睡困难-药物催眠型 | |||||
| 性别a | |||||
| 女性 | 0.197 | 0.489 | 0.162 | 0.687 | 1.218(0.467,3.177) |
| 智能手机使用b | |||||
| 是 | -1.577 | 0.864 | 3.327 | 0.068 | 0.207(0.038,1.125) |
| PHQ-9得分 | 0.689 | 0.131 | 27.556 | <0.001 | 1.992(1.540,2.576) |
| FRAIL量表得分 | 0.388 | 0.283 | 1.874 | 0.171 | 1.473(0.846,2.567) |
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