Chinese General Practice ›› 2024, Vol. 27 ›› Issue (20): 2520-2526.DOI: 10.12114/j.issn.1007-9572.2023.0674
Special Issue: 老年人群健康最新文章合辑; 用药最新文章合辑; 共病最新文章合辑; 老年问题最新文章合辑
• Original Research·Multimorbidity Section • Previous Articles Next Articles
Received:
2023-11-01
Revised:
2024-01-01
Published:
2024-07-15
Online:
2024-04-08
Contact:
ZHANG Dan
通讯作者:
张丹
作者简介:
作者贡献:
关新月、王萧冉、张丹提出主要研究目标,构思与设计研究思路,实施具体研究过程;关新月、王萧冉对数据进行收集与整理,进行统计学分析,绘制图表,撰写论文;张丹对论文进行修订,负责文章的质量控制与审查,对文章整体负责,监督管理。
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URL: https://www.chinagp.net/EN/10.12114/j.issn.1007-9572.2023.0674
变量 | 赋值 |
---|---|
服药依从性 | 0=服药依从性好,1=服药依从性差 |
性别 | 1=男,2=女 |
年龄 | 1=60~65岁,2=66~70岁,3=>70岁 |
婚姻状况 | 1=已婚,2=未婚/分居/离异/丧偶 |
居住状况 | 1=独居,2=非独居 |
文化程度 | 1=小学及以下,2=初中,3=高中/中专,4=大专及以上 |
个人年收入 | 1=<1万元,2=1万~3万元,3=>3万~5万元,4=>5万~10万元,5=>10万~20万元 |
家人督促服药 | 1=经常,2=偶尔,3=没有 |
家庭医生帮助 | 1=帮助很大,2=略有帮助,3=帮助不大/没有帮助 |
患病数量 | 1=2种,2=3种,3=4种及以上 |
病情了解度 | 1=很了解,2=大部分了解,3=比较了解,4=了解一些/不了解 |
药物关注度 | 1=很关注,2=大部分关注,3=比较关注,4=关注一些/不关注 |
BMI | 1=正常,2=过低,3=超重/肥胖 |
吸烟 | 1=否,2=是 |
饮酒 | 1=否,2=是 |
Table 1 Variable assignments
变量 | 赋值 |
---|---|
服药依从性 | 0=服药依从性好,1=服药依从性差 |
性别 | 1=男,2=女 |
年龄 | 1=60~65岁,2=66~70岁,3=>70岁 |
婚姻状况 | 1=已婚,2=未婚/分居/离异/丧偶 |
居住状况 | 1=独居,2=非独居 |
文化程度 | 1=小学及以下,2=初中,3=高中/中专,4=大专及以上 |
个人年收入 | 1=<1万元,2=1万~3万元,3=>3万~5万元,4=>5万~10万元,5=>10万~20万元 |
家人督促服药 | 1=经常,2=偶尔,3=没有 |
家庭医生帮助 | 1=帮助很大,2=略有帮助,3=帮助不大/没有帮助 |
患病数量 | 1=2种,2=3种,3=4种及以上 |
病情了解度 | 1=很了解,2=大部分了解,3=比较了解,4=了解一些/不了解 |
药物关注度 | 1=很关注,2=大部分关注,3=比较关注,4=关注一些/不关注 |
BMI | 1=正常,2=过低,3=超重/肥胖 |
吸烟 | 1=否,2=是 |
饮酒 | 1=否,2=是 |
变量 | 例数 | 依从性好 | 依从性差 | χ2值 | P值 | 变量 | 例数 | 依从性好 | 依从性差 | χ2值 | P值 |
---|---|---|---|---|---|---|---|---|---|---|---|
性别 | 0.069 | 0.792 | 家庭医生帮助 | 69.592 | <0.001 | ||||||
男 | 512 | 367(71.7) | 145(28.3) | 帮助很大 | 501 | 409(81.6) | 92(18.4) | ||||
女 | 486 | 352(72.4) | 134(27.6) | 略有帮助 | 134 | 62(46.3) | 72(53.7) | ||||
年龄 | 8.452 | 0.015 | 帮助不大/没有帮助 | 363 | 248(68.3) | 115(31.7) | |||||
60~65岁 | 623 | 461(74.0) | 162(26.0) | 患病数量 | 5.574 | 0.062 | |||||
66~70岁 | 304 | 217(71.4) | 87(28.6) | 2种 | 350 | 268(76.6) | 82(23.4) | ||||
>70岁 | 71 | 41(57.7) | 30(42.3) | 3种 | 459 | 321(69.9) | 138(31.1) | ||||
婚姻状况 | 2.163 | 0.141 | 4种及以上 | 189 | 130(68.8) | 59(31.2) | |||||
已婚 | 934 | 678(72.6) | 256(27.4) | 病情了解度 | 118.262 | <0.001 | |||||
未婚/分居/离异/丧偶 | 64 | 41(64.1) | 23(35.9) | 很了解 | 427 | 381(89.2) | 46(10.8) | ||||
居住状况 | 0.472 | 0.492 | 大部分了解 | 410 | 257(62.7) | 153(37.3) | |||||
独居 | 53 | 36(67.9) | 17(32.1) | 比较了解 | 126 | 64(50.8) | 62(49.2) | ||||
非独居 | 945 | 683(72.3) | 262(27.7) | 了解一些/不了解 | 35 | 17(48.6) | 18(51.4) | ||||
文化程度 | 12.894 | 0.005 | 药物关注度 | 204.707 | <0.001 | ||||||
小学及以下 | 37 | 20(54.1) | 17(45.9) | 很关注 | 618 | 543(87.9) | 75(12.1) | ||||
初中 | 183 | 119(65.0) | 64(35.0) | 大部分关注 | 284 | 137(48.2) | 147(51.8) | ||||
高中/中专 | 300 | 225(75.0) | 75(25.0) | 比较关注 | 76 | 32(42.1) | 44(57.9) | ||||
大专及以上 | 478 | 355(74.3) | 123(25.7) | 关注一些/不关注 | 20 | 7(35.0) | 13(65.0) | ||||
个人年收入 | 34.615 | <0.001 | BMI | 25.886 | <0.001 | ||||||
<1万元 | 22 | 17(77.3) | 5(22.7) | 正常 | 630 | 435(69.0) | 195(31.0) | ||||
1万~3万元 | 149 | 107(71.8) | 42(28.2) | 过低 | 56 | 30(53.6) | 26(46.4) | ||||
>3万~5万元 | 353 | 252(71.4) | 101(28.6) | 超重/肥胖 | 312 | 254(81.4) | 58(18.6) | ||||
>5万~10万元 | 286 | 179(62.6) | 107(37.4) | 吸烟 | 17.310 | <0.001 | |||||
>10万~20万元 | 188 | 164(87.2) | 24(12.8) | 否 | 851 | 634(74.5) | 217(25.5) | ||||
家人督促服药 | 79.306 | <0.001 | 是 | 147 | 85(57.8) | 62(42.2) | |||||
经常 | 757 | 590(77.9) | 167(22.1) | 饮酒 | 37.771 | <0.001 | |||||
偶尔 | 209 | 100(47.8) | 109(52.2) | 否 | 759 | 584(76.9) | 175(23.1) | ||||
没有 | 32 | 29(90.6) | 3(9.4) | 是 | 239 | 135(56.5) | 104(43.5) |
Table 2 Comparison of medication compliance of elderly patients with multimorbidity in different characteristics
变量 | 例数 | 依从性好 | 依从性差 | χ2值 | P值 | 变量 | 例数 | 依从性好 | 依从性差 | χ2值 | P值 |
---|---|---|---|---|---|---|---|---|---|---|---|
性别 | 0.069 | 0.792 | 家庭医生帮助 | 69.592 | <0.001 | ||||||
男 | 512 | 367(71.7) | 145(28.3) | 帮助很大 | 501 | 409(81.6) | 92(18.4) | ||||
女 | 486 | 352(72.4) | 134(27.6) | 略有帮助 | 134 | 62(46.3) | 72(53.7) | ||||
年龄 | 8.452 | 0.015 | 帮助不大/没有帮助 | 363 | 248(68.3) | 115(31.7) | |||||
60~65岁 | 623 | 461(74.0) | 162(26.0) | 患病数量 | 5.574 | 0.062 | |||||
66~70岁 | 304 | 217(71.4) | 87(28.6) | 2种 | 350 | 268(76.6) | 82(23.4) | ||||
>70岁 | 71 | 41(57.7) | 30(42.3) | 3种 | 459 | 321(69.9) | 138(31.1) | ||||
婚姻状况 | 2.163 | 0.141 | 4种及以上 | 189 | 130(68.8) | 59(31.2) | |||||
已婚 | 934 | 678(72.6) | 256(27.4) | 病情了解度 | 118.262 | <0.001 | |||||
未婚/分居/离异/丧偶 | 64 | 41(64.1) | 23(35.9) | 很了解 | 427 | 381(89.2) | 46(10.8) | ||||
居住状况 | 0.472 | 0.492 | 大部分了解 | 410 | 257(62.7) | 153(37.3) | |||||
独居 | 53 | 36(67.9) | 17(32.1) | 比较了解 | 126 | 64(50.8) | 62(49.2) | ||||
非独居 | 945 | 683(72.3) | 262(27.7) | 了解一些/不了解 | 35 | 17(48.6) | 18(51.4) | ||||
文化程度 | 12.894 | 0.005 | 药物关注度 | 204.707 | <0.001 | ||||||
小学及以下 | 37 | 20(54.1) | 17(45.9) | 很关注 | 618 | 543(87.9) | 75(12.1) | ||||
初中 | 183 | 119(65.0) | 64(35.0) | 大部分关注 | 284 | 137(48.2) | 147(51.8) | ||||
高中/中专 | 300 | 225(75.0) | 75(25.0) | 比较关注 | 76 | 32(42.1) | 44(57.9) | ||||
大专及以上 | 478 | 355(74.3) | 123(25.7) | 关注一些/不关注 | 20 | 7(35.0) | 13(65.0) | ||||
个人年收入 | 34.615 | <0.001 | BMI | 25.886 | <0.001 | ||||||
<1万元 | 22 | 17(77.3) | 5(22.7) | 正常 | 630 | 435(69.0) | 195(31.0) | ||||
1万~3万元 | 149 | 107(71.8) | 42(28.2) | 过低 | 56 | 30(53.6) | 26(46.4) | ||||
>3万~5万元 | 353 | 252(71.4) | 101(28.6) | 超重/肥胖 | 312 | 254(81.4) | 58(18.6) | ||||
>5万~10万元 | 286 | 179(62.6) | 107(37.4) | 吸烟 | 17.310 | <0.001 | |||||
>10万~20万元 | 188 | 164(87.2) | 24(12.8) | 否 | 851 | 634(74.5) | 217(25.5) | ||||
家人督促服药 | 79.306 | <0.001 | 是 | 147 | 85(57.8) | 62(42.2) | |||||
经常 | 757 | 590(77.9) | 167(22.1) | 饮酒 | 37.771 | <0.001 | |||||
偶尔 | 209 | 100(47.8) | 109(52.2) | 否 | 759 | 584(76.9) | 175(23.1) | ||||
没有 | 32 | 29(90.6) | 3(9.4) | 是 | 239 | 135(56.5) | 104(43.5) |
变量 | β | SE | Wald χ2值 | P值 | OR值 | 95%CI |
---|---|---|---|---|---|---|
年龄(以60~65岁为参照) | ||||||
66~70岁 | -0.111 | 0.208 | 0.286 | 0.593 | 0.895 | (0.595~1.345) |
>70岁 | 0.662 | 0.358 | 3.423 | 0.064 | 1.939 | (0.961~3.910) |
文化程度(以小学及以下为参照) | ||||||
初中 | -0.679 | 0.465 | 2.138 | 0.144 | 0.507 | (0.204~1.260) |
高中/中专 | -1.210 | 0.478 | 6.396 | 0.011 | 0.298 | (0.117~0.762) |
大专及以上 | -1.124 | 0.479 | 5.512 | 0.019 | 0.325 | (0.127~0.831) |
个人年收入(以<1万元以下为参照) | ||||||
1万~3万元 | 1.271 | 0.668 | 3.625 | 0.057 | 3.565 | (0.963~13.192) |
>3万~5万元 | 2.040 | 0.670 | 9.288 | 0.002 | 7.694 | (2.071~28.582) |
>5万~10万元 | 2.518 | 0.687 | 13.442 | <0.001 | 12.408 | (3.229~47.686) |
>10万~20万元 | 1.588 | 0.728 | 4.753 | 0.029 | 4.893 | (1.174~20.397) |
家人督促服药频率(以经常为参照) | ||||||
偶尔 | 0.611 | 0.210 | 8.499 | 0.004 | 1.842 | (1.222~2.779) |
没有 | -2.040 | 0.726 | 7.905 | 0.052 | 0.130 | (0.031~0.537) |
家庭医生帮助(以帮助很大为参照) | ||||||
略有帮助 | 0.931 | 0.258 | 13.046 | <0.001 | 2.537 | (1.531~4.205) |
帮助不大/没有帮助 | 0.254 | 0.214 | 1.410 | 0.235 | 1.289 | (0.848~1.960) |
病情了解度(以很了解为参照) | ||||||
大部分了解 | 1.104 | 0.223 | 24.541 | <0.001 | 3.015 | (1.948~4.667) |
比较了解 | 1.256 | 0.298 | 17.696 | <0.001 | 3.510 | (1.955~6.300) |
了解一些/不了解 | 1.244 | 0.486 | 6.548 | 0.011 | 3.469 | (1.338~8.994) |
药物关注度(以很关注为参照) | ||||||
大部分关注 | 1.595 | 0.199 | 64.235 | <0.001 | 4.928 | (3.336~7.278) |
比较关注 | 1.300 | 0.332 | 15.358 | <0.001 | 3.670 | (1.915~7.033) |
关注一些/不关注 | 2.147 | 0.628 | 11.670 | 0.001 | 8.560 | (2.497~29.339) |
BMI(以正常为参照) | ||||||
过低 | 0.834 | 0.353 | 5.598 | 0.018 | 2.303 | (1.154~4.598) |
超重/肥胖 | -0.515 | 0.217 | 5.602 | 0.018 | 0.598 | (0.390~0.915) |
吸烟(以否为参照) | ||||||
是 | 0.287 | 0.272 | 1.108 | 0.293 | 1.332 | (0.781~2.272) |
饮酒(以否为参照) | ||||||
是 | 0.673 | 0.221 | 9.251 | 0.002 | 1.959 | (1.270~3.022) |
Table 3 Multivariate Logistic regression analysis on influencing factors for medication adherence of elderly patients with multimorbidity in Guangdong province
变量 | β | SE | Wald χ2值 | P值 | OR值 | 95%CI |
---|---|---|---|---|---|---|
年龄(以60~65岁为参照) | ||||||
66~70岁 | -0.111 | 0.208 | 0.286 | 0.593 | 0.895 | (0.595~1.345) |
>70岁 | 0.662 | 0.358 | 3.423 | 0.064 | 1.939 | (0.961~3.910) |
文化程度(以小学及以下为参照) | ||||||
初中 | -0.679 | 0.465 | 2.138 | 0.144 | 0.507 | (0.204~1.260) |
高中/中专 | -1.210 | 0.478 | 6.396 | 0.011 | 0.298 | (0.117~0.762) |
大专及以上 | -1.124 | 0.479 | 5.512 | 0.019 | 0.325 | (0.127~0.831) |
个人年收入(以<1万元以下为参照) | ||||||
1万~3万元 | 1.271 | 0.668 | 3.625 | 0.057 | 3.565 | (0.963~13.192) |
>3万~5万元 | 2.040 | 0.670 | 9.288 | 0.002 | 7.694 | (2.071~28.582) |
>5万~10万元 | 2.518 | 0.687 | 13.442 | <0.001 | 12.408 | (3.229~47.686) |
>10万~20万元 | 1.588 | 0.728 | 4.753 | 0.029 | 4.893 | (1.174~20.397) |
家人督促服药频率(以经常为参照) | ||||||
偶尔 | 0.611 | 0.210 | 8.499 | 0.004 | 1.842 | (1.222~2.779) |
没有 | -2.040 | 0.726 | 7.905 | 0.052 | 0.130 | (0.031~0.537) |
家庭医生帮助(以帮助很大为参照) | ||||||
略有帮助 | 0.931 | 0.258 | 13.046 | <0.001 | 2.537 | (1.531~4.205) |
帮助不大/没有帮助 | 0.254 | 0.214 | 1.410 | 0.235 | 1.289 | (0.848~1.960) |
病情了解度(以很了解为参照) | ||||||
大部分了解 | 1.104 | 0.223 | 24.541 | <0.001 | 3.015 | (1.948~4.667) |
比较了解 | 1.256 | 0.298 | 17.696 | <0.001 | 3.510 | (1.955~6.300) |
了解一些/不了解 | 1.244 | 0.486 | 6.548 | 0.011 | 3.469 | (1.338~8.994) |
药物关注度(以很关注为参照) | ||||||
大部分关注 | 1.595 | 0.199 | 64.235 | <0.001 | 4.928 | (3.336~7.278) |
比较关注 | 1.300 | 0.332 | 15.358 | <0.001 | 3.670 | (1.915~7.033) |
关注一些/不关注 | 2.147 | 0.628 | 11.670 | 0.001 | 8.560 | (2.497~29.339) |
BMI(以正常为参照) | ||||||
过低 | 0.834 | 0.353 | 5.598 | 0.018 | 2.303 | (1.154~4.598) |
超重/肥胖 | -0.515 | 0.217 | 5.602 | 0.018 | 0.598 | (0.390~0.915) |
吸烟(以否为参照) | ||||||
是 | 0.287 | 0.272 | 1.108 | 0.293 | 1.332 | (0.781~2.272) |
饮酒(以否为参照) | ||||||
是 | 0.673 | 0.221 | 9.251 | 0.002 | 1.959 | (1.270~3.022) |
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