Analysis of influencing factors of healthy self-management ability of adults over 45 years old in rural area
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摘要:
目的 探讨农村地区成年人健康自我管理能力的影响因素。 方法 使用成年人健康自我管理能力测评量表对广州市从化区良口镇1 217名45岁以上成年人进行调查,采用单因素方差分析、多元线性回归、结构方程模型分析影响因素。 结果 单因素及多因素分析显示年龄、文化程度、职业、是否患有慢性病和自评健康状况是成年人健康自我管理能力的影响因素(均有P < 0.05);采用结构方程模型对潜在变量进行验证性分析,结果显示对健康自我管理能力影响最大的是公共卫生资源利用(路径系数0.740),其次为环境自我管理(路径系数0.714)、饮食自我管理(路径系数0.685)、运动自我管理(路径系数0.618)、健康信念(路径系数0.592)、自我效能(路径系数0.585)、疾病应对(路径系数0.585)。 结论 农村成年人群健康自我管理能力较低,农村地区应加大基本公共卫生服务供给,继续拓宽医疗保险覆盖面,推进慢性病规范化管理与全科医学团队建设。 -
关键词:
- 成年人健康自我管理能力 /
- 影响因素 /
- 结构方程
Abstract:Objective To explore the influencing factors of adults health self-management ability in rural areas. Methods A total of 1 217 adults aged 45 years and above in Liangkou Town of Conghua District from Guangzhou City were included in this study. The influencing factors were analyzed using one-way analysis of variance, multiple linear regression models and structural equation models. Results Age, education level, occupation, whether suffering from chronic diseases and self-assessed health status were influencing factors of adults' self-management ability (all P < 0.05). After verifying the potential variables with structural equation model, the greatest impact on health self-management ability was the utilization of public health resources (path coefficient was 0.74), followed were environmental self-management (path coefficient was 0.714), diet self-management (path coefficient was 0.685), and exercise self-management (path coefficient was 0.618), health beliefs (path coefficient was 0.592), self-efficacy (path coefficient was 0.585), and disease response (path coefficient was 0.585). Conclusions The adults health self-management ability is relatively low in rural areas. We should increase the supply of basic public health services, expand the coverage of medical insurance, promote standardized management of chronic diseases and facilitate general practice teams building. -
表 1 研究对象基线资料
Table 1. Baseline data of study subjects
变量 人数 构成比(%) 性别 男 638 52.42 女 579 47.58 年龄(岁) >45 667 54.81 56~ 265 21.77 66~75 285 23.42 婚姻 未婚 59 4.85 已婚 1 000 82.17 离异 18 1.48 丧偶 134 11.01 其他 6 0.49 文化程度 文盲 147 12.08 小学 391 32.13 初中 414 34.02 高中 164 13.48 大专 64 5.26 本科及以上 37 3.04 职业 农民 535 43.96 工人 225 18.49 公务员 59 4.85 医药卫生 30 2.47 教师 35 2.88 在家 59 4.85 其他 274 22.51 表 2 成年人健康自我管理能力影响因素的单因素分析
Table 2. One-way analysis of variance for influencing factor of adult health self-management ability
变量 总能力分值(x±s) F值 P值 年龄(岁) 7.373 < 0.001 45~ 143.31±18.74 56~ 142.34±20.16 66~75 137.39±20.34 文化程度 21.859 < 0.001 文盲 129.73±20.85 小学 138.69±18.03 初中 143.02±19.43 高中 147.28±16.54 大专 150.63±16.35 本科及以上 158.14±18.96 职业 11.774 < 0.001 农民 137.32±18.59 工人 142.74±18.24 公务员 143.72±20.36 在家 145.61±16.56 医药卫生 154.10±16.39 教师 157.34±17.44 其他 143.53±21.14 是否患慢性病 25.043 < 0.001 是 137.27±19.15 否 142.69±19.53 自评健康状况 29.236 < 0.001 非常好 155.36±22.46 好 144.94±17.63 一般 137.37±17.75 较差 130.88±28.17 差 128.68±18.16 表 3 成年人健康自我管理能力影响因素的多元线性回归分析
Table 3. Multiple linear regression for influencing factor of adult health self-management ability
变量 β值 Sx β值 t值 OR(95% CI)值 P值 常量 145.296 2.787 - 52.134 143.845(139.828~150.763) < 0.001 年龄(岁) -3.458 1.319 -0.143 -2.687 -3.197(-5.011~-1.142) 0.007 文化程度 3.401 0.535 0.204 6.358 3.769(2.351~4.450) < 0.001 职业 农民 1.960 1.390 0.042 1.410 2.732(-0.767~4.687) 0.159 工人 1.552 1.489 0.031 1.043 3.018(-1.369~4.472) 0.297 公务员 3.108 2.552 0.034 1.218 5.372(-1.899~8.114) 0.224 教师 10.477 3.334 0.090 3.142 10.924(3.935~17.018) 0.002 医药卫生 4.147 3.608 0.033 1.150 7.329(-2.931~11.226) 0.251 在家 6.195 2.470 0.068 2.507 8.371(1.348~11.042) 0.012 自评健康状况 -5.916 0.628 -0.257 -9.424 -5.176(-7.148~-4.684) < 0.001 是否患有慢性病 2.474 0.771 0.158 3.221 2.598(1.887~3.789) 0.002 表 4 结构方程模型拟合优度分析
Table 4. Analysis of fitness of structural equation
适配度检验指标 适配标准 模型结果 结论 CMIN/DF 1~3 2.967 良好 RMSEA < 0.08 0.040 良好 SRMR < 0.08 0.051 良好 AGFI >0.90 0.919 良好 CFI >0.90 0.953 良好 IFI >0.90 0.953 良好 PNFI >0.50 0.851 良好 表 5 结构方程模型路径分析
Table 5. Analysis path of structural equation model
因素 路径关系 能力 标准路径
系数标准
误差组合
信度P值 饮食自我管理 < --- 总能力 0.685 运动自我管理 < --- 总能力 0.618 0.096 13.281 < 0.001 环境自我管理 < --- 总能力 0.714 0.088 13.906 < 0.001 公共卫生资源利用 < --- 总能力 0.740 0.087 13.944 < 0.001 健康信念 < --- 总能力 0.592 0.077 13.273 < 0.001 自我效能 < --- 总能力 0.585 0.056 12.138 < 0.001 疾病应对 < --- 总能力 0.585 0.081 12.519 < 0.001 -
唐钧, 刘蔚玮.中国老龄化发展的进程和认识误区[J].北京工业大学学报(社会科学版), 2018, 18(4):8-18.Tang J, Liu WW. China's aging process and some misunderstandings on it[J]. Journal of Beijing university of technology (social sciences), 2018, 18(4):8-18. 中共中央, 国务院.中共中央国务院印发《"健康中国2030"规划》[EB/OL]. (2016-10-25)[2020-01-04].http://www.gov.cn/gongbao/content/2016/content_5133024.htm.The Central Committee of the Communist Party of China, the State Council. "Healthy China 2030" plan issued by the CPC Central Committee and the State Council[EB/OL]. (2016-10-25)[2020-01-04]. http://www.gov.cn/gongbao/content/2016/content_5133024.htm. 国家卫计委, 国家发改委, 国家中医药局, 等.国家卫计委、国家发改委、国家中医药局、全国老龄办等13部门联合印发《"十三五"健康老龄化规划》(正国卫家庭发[2017] 12号)[EB/OL]. (2017-03-29)[2020-01-04]. http://health.people.com.cn/n1/2017/0329/c14739-29176696.html.National Health and Family Planning Commission, National Development and Reform Commission, State Administration of Traditional Chinese Medicine, et al. National Health and Family Planning Commission, National Development and Reform Commission, State Administration of Traditional Chinese Medicine and National Aging Office jointly issued the 13th five year plan for healthy aging.[EB/OL]. (2017-03-29)[2020-01-04]. http://health.people.com.cn/n1/2017/0329/c14739-29176696.html. 广东省卫生计生委等13部门关于印发广东省"十三五"健康老龄化规划的通知(粤卫[2017] 153号)[EB/OL]. (2018-04-15)[2020-01-04].http://ihpi.org.cn/policiesandregulations/shownews.php?lang=cn&id=202.Guangdong Health and Family Planning Commission. Notice of 13 departments including Guangdong Health and Family Planning Commission on printing and distributing the 13th five year plan for healthy aging in Guangdong Province[EB/OL]. (2018-04-15)[2020-01-04]. http://ihpi.org.cn/policiesandregulations/shownews.php?lang=cn&id=202. 杨俭, 李远庆, 陈晓禹, 等.我国中老年慢性病患者疾病直接经济负担研究[J].中国卫生经济, 2019, 38(5):71-73. DOI: 10.7664/CHE20190517.Yang J, Li YQ, Chen XY, et al. Economic burden among middle-aged and elderly patients with chronic[J]. Chinese Health Economics, 2019, 38(5):71-73. DOI: 10.7664/CHE20190517. 彭扬帆.中年慢性病人的自我认同危机研究[D].武汉: 华中师范大学, 2014.Peng YF. The research on self-identity crisis of middle age patients with chronic diseases[D]. Wuhan: Central China Normal University, 2014. 姚康景, 朱建丽, 黄琼, 等.延续性护理对提高老年慢性病患者健康管理水平与治疗依从性的效果评价[J].卫生职业教育, 2018, 36(20):142-144. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=wszyjy201820073Yao KJ, Zhu JL, Huang Q, et al. Effect evaluation of continuous nursing on improving health management level and treatment compliance of elderly patients with chronic diseases[J]. Health Vocational Education, 2018, 36(20):142-144. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=wszyjy201820073 赵秋利, 黄菲菲.成年人健康自我管理能力测评量表的编制及信度和效度检验[J].中华现代护理杂志, 2011, 17(8):869-872. DOI: 10.3760/cma.j.issn.1674-2907.2011.08.001.Zhao QL, Huang FF. Developm entand thereliability and validity test of the rating scale of health serf-management for adults[J]. Chinese Journal of Modern Nursing, 2011, 17(8):869-872. DOI: 10.3760/cma.j.issn.1674-2907.2011.08.001. 吴明隆.问卷统计分析实务-SPSS操作与应用[M]. 2010版.重庆:重庆大学出版社, 2010.Wu ML. The operation and application of SPSS in questionnaire statistical analysis[M]. Chongqing:Chongqing University Press, 2010. 吴明隆.结构方程模型-AMOS的操作与应用[M]. 2010版.重庆:重庆大学出版社, 2010.Wu ML. Operation and application of AMOS structural equation model[M]. Chongqing:Chongqing University Press, 2010. Schuurmans H, Steverink N, Frieswijk N, et, al. How to measure self-management abilities in older people by self-report. The development of the SMAS-30[J]. Qual Life Res, 2005, 14(10):2215-2228. DOI: 10.1007/s11136-005-8166-9. Marilyn S, Townsend. Outcome measures for health education and other health care interventions[M]. Thousand Osks:Sage Publications, 1996:1-23. Gallagher R, Donoghue J, Chenoweth L, et al. Self-management in older patients with chronic illness[J]. Int J Nurs Pract, 2008, 14(5):373-382. DOI: 10.1111/j.1440-172X.2008.00709.x. 王爱平, 冯茂玲.血液透析患者自我管理行为问卷的开发[J].中国卫生统计, 2005, 22(6):368-371. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=zgwstj200506005Wang AP, Feng ML. Development of a self-management behavior scale for hemodialysis patients[J]. Chin J Heal Statis, 2005, 22(6):368-371. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=zgwstj200506005 陈永进, 陈和平, 侯丽杰, 等.青少年自我管理问卷的初步编制[J].中国临床心理学杂志, 2008, 16(3):272-273. DOI: 10.16128/j.cnki.1005-3611.2008.03.023.Chen YJ, Chen HP, Hou LJ, et al. Preliminary development of the questionnaire of self-management for the youth[J]. Chin J Clin Psychol, 2008, 16(3):272-273. DOI: 10.16128/j.cnki.1005-3611.2008.03.023. 邹志超.大学生自我管理量表的修订及区域性常模的建立[D].长沙: 湖南师范大学, 2007.Zou ZC. Revision of college student self-management scale and the establishment of a territorial norm[D]. Changsha: Hunan Normal University, 2007. 王娟, 于西亮, 刘巧梅, 等.湖南省农村空巢老人健康自我管理能力及影响因素[J].中国老年学杂志, 2018, 38(5):1239-1242. DOI: 10.3969/j.issn.1005-9202.2018.05.084.Wang J, Yu XL, Liu QM, et al. The level and influencing factors of health self-management skill among rural empty nesters in Hunan Province[J]. Chin J Gerontol, 2018, 38(5):1239-1242. DOI: 10.3969/j.issn.1005-9202.2018.05.084. 张秋实, 张晓夏, 陈静, 等.河南省农村地区脑卒中患者健康自我管理能力现状及影响因素分析[J].现代预防医学, 2019, 46(14):2579-2583. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=xdyfyx201914022Zhang QS, Zhang XX, Chen J, et al. The level and influencing factors of health self-management skill among rural stroke patients in Henan Province[J]. Modern Preventive Med, 2019, 46(14):2579-2583. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=xdyfyx201914022 焦润基, 张雁儒.我国基本公共卫生服务均等化研究综述[J].中国公共卫生管理, 2019, 35(4):485-488. DOI: 10.19568/j.cnki.23-1318.2019.04.014.Jiao RJ, Zhang YR. Review of the equalization of basic public health services in China[J]. Chin J of PHM, 2019, 35(4):485-488. DOI: 10.19568/j.cnki.23-1318.2019.04.014. 李翔, 王晓霞, 陈雯, 等.中部经济欠发达地区农村基本公共卫生服务利用情况调查[J].中国卫生事业管理, 2016, 33(8):608-610. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=zgwssygl201608014Li Xiang, Wang XX, Chen W, et al.Surveying the utilization of basic public health services in undeveloped rural areas of central China[J]. Chin Health Service Manage, 2016, 33(8):608-610. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=zgwssygl201608014 李媛, 乔慧, 高忠飞, 等.宁夏农村老年人卫生服务需求与利用现状[J].中国公共卫生, 2017, 33(4):548-552. DOI: 10.11847/zgggws2017-33-04-09.Li Y, Qiao H, Gao ZF, et al. Demand and utilization of health service among rural elderly people in Ningxia Hui Autonomous Region[J]. Chin Publ Heal, 2017, 33(4):548-552. DOI: 10.11847/zgggws2017-33-04-09. 郭斌, 程怀志, 刘艳瑞, 等.健康老龄化视角下农村老年人卫生服务利用影响因素研究[J].中国医学伦理学, 2019, 32(2):241-245. DOI: 10.12026/j.issn.1001-8565.2019.02.22.Guo B, Chen HZ, Liu YR, et al. Study on influencing factors of health service utilization of rural elderly from the perspective of healthy aging[J]. Chin Med Ethics, 2019, 32(2):241-245. DOI: 10.12026/j.issn.1001-8565.2019.02.22.