The association between military experience and health among older adults aged 60 and above in China
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摘要:
目的 分析中国男性老年人参军经历与其健康状况的关系,以期为今后政策的制定提供借鉴。 方法 数据来源于中国家庭追踪调查(China Family Panel Studies, CFPS)2018年的调查数据。研究对象为3 706位≥60岁男性老年人。身体健康由是否患慢性病和自评健康测量,心理健康由流调中心抑郁量表(Center for Epidemiologic Studies Depression Scale, CES-D)测量,认知能力由自评记忆测量。利用Logistic回归分析模型、线性回归分析模型和倾向得分加权方法来分析参军经历与男性老年人健康的关系。 结果 调整混杂因素后,在身体健康上,相较于非退役军人,退役军人患慢性病风险增加27%(OR=1.27, 95% CI: 1.01~1.59),自评健康较差的风险增加36%(OR=1.36, 95% CI: 1.09~1.69);在心理健康上,退役军人比非退役军人CES-D总分低0.26分,但差异不具有统计学意义(P=0.244);在认知能力上,相较于非退役军人,退役军人自评记忆较差的风险降低39%(OR=0.61, 95% CI: 0.45~0.82)。倾向得分加权后研究结果保持稳健。 结论 男性老年人参军经历与其身体健康负相关而与认知能力正相关,与心理健康的关系不具有统计学意义。 Abstract:Objective To analyze the association between military experience and health among older adults and provide a reference for future policy formulation. Methods Data was collected from China Family Panel Studies (CFPS) in 2018. Our study involved 3 706 men aged 60 years and over. Physical health was measured by the presence or absence of chronic disease and self-rated health. Mental health was measured by the Center for Epidemiologic Studies Depression Scale (CES-D) and cognitive ability was measured by self-reported memory. Logistic regression model, linear regression model, and propensity score weighting method were adopted to analyze the relationship of military experience and health of older adults. Results After controlling for confounding factors, the odds ratio of suffering chronic disease was 1.27 (OR=1.27, 95% CI: 1.01-1.59) in veterans compared with non-veterans, and the risk of poor self-rated health among older adults with military experience increased by 36% (OR=1.36, 95% CI: 1.09-1.69) compared with those who had no military experience. Veterans scored 0.26 points higher on CES-D than non-veterans, but the difference was not statistically significant (P=0.244). Compared with non-veterans, veterans had a 39% lower risk of poor self-reported memory (OR=0.61, 95% CI: 0.45-0.82). The results were robust after propensity score weighting. Conclusions Military experience of older adults in China is negatively correlated with physical health and positively correlated with cognitive ability. The relationship between military experience and mental health is not statistically significant. -
Key words:
- Older adults /
- Military experience /
- Health
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表 1 研究对象的基本信息[n (%)]
Table 1. Basic information about participants [n (%)]
变量 全样本
(N=3 706)有参军经历者
(n=392)无参军经历者
(n=3 314)χ2值 P值 年龄(岁) 1.53 0.466 60~<70 2 376(64.11) 243(61.99) 2 133(64.36) 70~<80 1 102(29.74) 120(30.61) 982(29.63) 80~100 228(6.15) 29(7.40) 199(6.00) 户口 74.71 <0.001 农业户口 2 552(68.86) 195(49.74) 2 357(71.12) 非农业户口 1 154(31.14) 197(50.26) 957(28.88) 婚姻 2.62 0.105 无配偶 380(10.25) 31(7.91) 349(10.53) 有配偶 3 326(89.75) 361(92.09) 2 965(89.47) 教育程度 6.64 0.010 小学及以下 2 246(60.60) 214(54.59) 2 032(61.32) 初中及以上 1 460(39.40) 178(45.41) 1 282(38.68) 工作状况 31.93 <0.001 在业 2 130(57.47) 173(44.13) 1 957(59.05) 不在业 1 576(42.53) 219(55.87) 1 357(40.95) 收入状况 33.73 <0.001 低收入组 1 258(33.94) 92(23.47) 1 166(35.18) 中收入组 1 213(32.73) 122(31.12) 1 091(32.92) 高收入组 1 235(33.32) 178(45.41) 1 057(31.89) 表 2 男性老年人参军经历与健康状况
Table 2. Military experience and health status of older adults
维度 因变量 全样本(N=3 706) 有参军经历者(n=392) 无参军经历者(n=3 314) χ2值/t值 P值 身体健康a 有慢性病 1 021(27.55) 131(33.42) 890(26.86) 7.56 0.006 自评健康 1 521(41.04) 185(47.19) 1 336(40.31) 6.86 0.009 心理健康b CES-D总分 5.08±4.23 4.51±4.13 5.15±4.24 -2.82 0.005 认知能力a 自评记忆 804(21.69) 54(13.78) 750(22.63) -16.18 < 0.001 注:a数据为[n (%)];b数据为(x±s)。 表 3 男性老年人参军经历与健康关系的回归分析(n=3 706)
Table 3. Regression analysis of military experience and health of older adults (n=3 706)
维度 因变量 模型1 模型2 OR (95% CI)/β值 P值 OR (95% CI)/β值 P值 身体健康 慢性病 1.37(1.09~1.71) 0.006 1.27(1.01~1.59) 0.043 自评健康 1.32(1.07~1.63) 0.009 1.36(1.09~1.69) 0.006 心理健康 CES-D总分 -0.64 0.005 -0.26 0.244 认知能力 自评记忆 0.55(0.41~0.74) < 0.001 0.61(0.45~0.82) 0.001 注:模型1:未调整协变量;模型2:调整年龄、婚姻、户口、教育状况、工作状况及收入状况。 表 4 男性老年人参军经历与健康关系的倾向得分匹配分析(n=3 706)
Table 4. Propensity score matching analysis of military experience and health of older adults (n=3 706)
维度 因变量 模型3 模型4 OR (95% CI)/β值 P值 OR (95% CI)/β值 P值 身体健康 慢性病 1.28(1.01~1.60) 0.037 1.27(1.01~1.59) 0.039 自评健康 1.35(1.09~1.68) 0.006 1.35(1.09~1.67) 0.007 心理健康 CES-D总分 -0.26 0.213 -0.26 0.220 认知能力 自评记忆 0.61(0.45~0.83) 0.002 0.62(0.46~0.84) 0.002 注:模型3:模型1+未调整稳定权数的标准化死亡比加权;模型4:模型2+调整稳定权数的标准化死亡比加权。 -
[1] 全国人民代表大会. 中华人民共和国退役军人保障法[EB/OL]. (2020-11-11)[2021-03-22]. http://www.npc.gov.cn/npc/c30834/202011/af113ab4af60431e923c19c40726d7ad.shtml.The National People's Congress of the People's Republic of China. Law of the People's Republic of China on the protection of veterans[EB/OL]. (2020-11-11)[2021-03-22]. http://www.npc.gov.cn/npc/c30834/202011/af113ab4af60431e923c19c40726d7ad.shtml. [2] 国家统计局. 中国社会统计年鉴[M]. 北京: 中国统计出版社, 2020.National Bureau of Statistics. China Social Statistical Yearbook[M]. Beijing: China Statistics Press, 2020. [3] 邵虹, 张景霞, 赵长红, 等. 老年军人生活质量与慢性病关系的研究[J]. 中国老年学杂志, 2005, 25(12): 1460-1461. DOI: 10.3969/j.issn.1005-9202.2005.12.013.Shao H, Zhang JX, Zhao CH, et al. Study on the relationship between quality of life and chronic diseases in elderly soldiers[J]. Chin J Gerontol, 2005, 25(12): 1460-1461. DOI: 10.3969/j.issn.1005-9202.2005.12.013. [4] 张瑞乔, 邵虹, 夏彦君, 等. 慢性疾病对老干部生活质量的影响研究[J]. 中国全科医学, 2007, 10(9): 736-738. DOI: 10.3969/j.issn.1007-9572.2007.09.022.Zhang RQ, Shao H, Xia YJ, et al. Study on influence of chronic disease on quality of life of elderly cadres[J]. Chin Gen Pract, 2007, 10(9): 736-738. DOI: 10.3969/j.issn.1007-9572.2007.09.022. [5] 国家卫生健康委员会. 中华人民共和国国民经济和社会发展第十四个五年规划和2035年远景目标纲要[N]. 人民日报, 2021-03-13(1).National Health Commission of the PRC. The Fourteenth Five-Year Plan for the National Economic and Social Development of the People's Republic of China and the Outline of 2035 Long-range Goals[N]. People's Daily, 2021-03-13(1). [6] 谢宇, 胡婧炜, 张春泥. 中国家庭追踪调查: 理念与实践[J]. 社会, 2014, 34(2): 1-32. DOI: 10.15992/j.cnki.31-1123/c.2014.02.003.Xie Y, Hu JW, Zhang CN. The China family panel studies: design and practice[J]. Chin J Sociol, 2014, 34(2): 1-32. DOI: 10.15992/j.cnki.31-1123/c.2014.02.003. [7] 谷琳, 乔晓春. 我国老年人健康自评影响因素分析[J]. 人口学刊, 2006, 28(6): 25-29. DOI: 10.16405/j.cnki.1004-129x.2006.06.006.Gu L, Qiao XC. Factor analysis on subjective health of the elderly in China[J]. Popul J, 2006, 28(6): 25-29. DOI: 10.16405/j.cnki.1004-129x.2006.06.006. [8] 孟琴琴, 张拓红. 老年人健康自评的影响因素分析[J]. 北京大学学报(医学版), 2010, 42(3): 258-263. DOI: 10.3969/j.issn.1671-167X.2010.03.004.Meng QQ, Zhang TH. Determinants of self-rated health in old people[J]. J Peking Univ Heal Sci, 2010, 42(3): 258-263. DOI: 10.3969/j.issn.1671-167X.2010.03.004. [9] Radloff LS. The CES-D scale[J]. Appl Psychol Meas, 1977, 1(3): 385-401. DOI: 10.1177/014662167700100306. [10] Van de Velde S, Levecque K, Bracke P. Measurement equivalence of the CES-D 8 in the general population in Belgium: a gender perspective[J]. Arch Public Health, 2009, 67(1): 15-29. DOI: 10.1186/0778-7367-67-1-15. [11] 张宝山, 李娟. 流调中心抑郁量表在老年人群中的因素结构[J]. 心理科学, 2012, 35(4): 993-998. DOI: 10.16719/j.cnki.1671-6981.2012.04.043.Zhang BS, Li J. Factor structures of center for epidemiological studies depression scale among elderly adults[J]. J Psychol Sci, 2012, 35(4): 993-998. DOI: 10.16719/j.cnki.1671-6981.2012.04.043. [12] Missinne S, Vandeviver C, Van de Velde S, et al. Measurement equivalence of the CES-D 8 depression-scale among the ageing population in eleven European countries[J]. Soc Sci Res, 2014, 46: 38-47. DOI: 10.1016/j.ssresearch.2014.02.006. [13] 李智文, 刘建蒙, 任爱国. 基于个体的标准化法: 倾向评分加权[J]. 中华流行病学杂志, 2010, 31(2): 223-226. DOI: 10.3760/cma.j.issn.0254-6450.2010.02.024.Li ZW, Liu JM, Ren AG. Introduction to an individual-based standardization method-propensity score weighting[J]. Chin J Epidemiol, 2010, 31(2): 223-226. DOI: 10.3760/cma.j.issn.0254-6450.2010.02.024. [14] Sato T, Matsuyama Y. Marginal structural models as a tool for standardization[J]. Epidemiol Camb Mass, 2003, 14(6): 680-686. DOI: 10.1097/01.EDE.0000081989.82616.7d. [15] Hernán MA, Brumback B, Robins JM. Marginal structural models to estimate the causal effect of zidovudine on the survival of HIV-positive men[J]. Epidemiol Camb Mass, 2000, 11(5): 561-570. DOI: 10.1097/00001648-200009000-00012. [16] Choi NG, DiNitto DM, Marti CN. Social participation and self-rated health among older male veterans and non-veterans[J]. Geriatr Gerontol Int, 2016, 16(8): 920-927. DOI: 10.1111/ggi.12577. [17] Benyamini Y, Ein-Dor T, Ginzburg K, et al. Trajectories of self-rated health among veterans: a latent growth curve analysis of the impact of posttraumatic symptoms[J]. Psychosom Med, 2009, 71(3): 345-352. DOI: 10.1097/PSY.0b013e31819ccd10. [18] Merritt VC, Jurick SM, Crocker LD, et al. Associations between multiple remote mild TBIs and objective neuropsychological functioning and subjective symptoms in combat-exposed veterans[J]. Arch Clin Neuropsychol, 2020, 35(5): 491-505. DOI: 10.1093/arclin/acaa006. [19] O'Neil ME, Laman-Maharg B, Schnurr PP, et al. Objective cognitive impairment and subjective cognitive problems in veterans initiating psychotherapy for posttraumatic stress disorder: an exploratory study[J]. Appl Neuropsychol Adult, 2019, 26(3): 247-254. DOI: 10.1080/23279095.2017.1395334. [20] Bedard K, Deschênes O. The long-term impact of military service on health: evidence from world war Ⅱ and Korean war veterans[J]. Am Econ Rev, 2006, 96(1): 176-194. DOI: 10.1257/000282806776157731. [21] Villa VM, Harada ND, Washington D, et al. The health and functional status of US veterans aged 65+: implications for VA health programs serving an elderly, diverse veteran population[J]. Am J Med Qual, 2003, 18(3): 108-116. DOI: 10.1177/106286060301800304. [22] Yang MS, Quach L, Lee LO, et al. Subjective well-being among male veterans in later life: the enduring effects of early life adversity[J]. Aging Ment Health, 2022, 26(1): 107-115. DOI: 10.1080/13607863.2020.1842999. [23] Seal KH, Metzler TJ, Gima KS, et al. Trends and risk factors for mental health diagnoses among Iraq and Afghanistan veterans using Department of Veterans Affairs health care, 2002-2008[J]. Am J Public Health, 2009, 99(9): 1651-1658. DOI: 10.2105/ajph.2008.150284. [24] Byers AL, Covinsky KE, Barnes DE, et al. Dysthymia and depression increase risk of dementia and mortality among older veterans[J]. Am J Geriatr Psychiatry, 2012, 20(8): 664-672. DOI: 10.1097/JGP.0b013e31822001c1. [25] Bullman T, Schneiderman A, Gradus JL. Relative importance of posttraumatic stress disorder and depression in predicting risk of suicide among a cohort of Vietnam veterans[J]. Suicide Life Threat Behav, 2019, 49(3): 838-845. DOI: 10.1111/sltb.12482. [26] Burriss L, Ayers E, Ginsberg J, et al. Learning and memory impairment in PTSD: relationship to depression[J]. Depress Anxiety, 2008, 25(2): 149-157. DOI: 10.1002/da.20291. [27] 罗平飞. 建国前中国共产党军人抚恤优待及退役安置政策研究[J]. 中共党史研究, 2005, (6): 75-80. https://www.cnki.com.cn/Article/CJFDTOTAL-ZGDS200506010.htmLuo PF. A study on the CPC's policy about pension, favored treatment and demobilization placement for servicemen before the founding of new China[J]. Study CPC Hist, 2005, (6): 75-80. https://www.cnki.com.cn/Article/CJFDTOTAL-ZGDS200506010.htm [28] 罗平飞. 试论我国军人退役安置制度的性质及其特征[J]. 马克思主义与现实, 2005, (2): 82-86. DOI: 10.15894/j.cnki.cn11-3040/a.2005.02.013.Luo PF. The nature and characteristics of our country's military retired placement system[J]. Marx Real, 2005, (2): 82-86. DOI: 10.15894/j.cnki.cn11-3040/a.2005.02.013. [29] 汪建华. 参军: 制度变迁下的社会分层与个体选择性流动[J]. 社会, 2011, 31(3): 138-154. DOI: 10.15992/j.cnki.31-1123/c.2011.03.005.Wang JH. Enlistment: social stratification and individual mobility of choice in the institutional transition[J]. Chin J Sociol, 2011, 31(3): 138-154. DOI: 10.15992/j.cnki.31-1123/c.2011.03.005. [30] Zhang CN. Military service and life chances in contemporary China[J]. Chin Sociol Rev, 2015, 47(3): 230-254. DOI: 10.1080/21620555.2015.1032159. [31] Wu XG, Treiman DJ. The household registration system and social stratification in China: 1955-1996[J]. Demography, 2004, 41(2): 363-384. DOI: 10.1353/dem.2004.0010. [32] Loprinzi PD, Lovorn A, Gilmore J. Effects of exercise on explicit memory function: incidental and intentional encoding may depend on exercise timing[J]. Percept Mot Skills, 2021, 128(2): 865-884. DOI: 10.1177/0031512520979671. [33] Maddox GL, Douglass EB. Self-assessment of health: a longitudinal study of elderly subjects[J]. J Health Soc Behav, 1973, 14(1): 87-93. DOI: 10.2307/2136940. [34] 张磊, 史开喜, 邵晨, 等. 西安地区空军与陆军的离退休老年人生活质量的对比研究[J]. 第四军医大学学报, 2004, 25(7): 624-627. DOI: 10.3321/j.issn:1000-2790.2004.07.020.Zhang L, Shi KX, Shao C, et al. Comparative study on quality of life between army and air force veteran retirees[J]. J Fourth Mil Med Univ, 2004, 25(7): 624-627. DOI: 10.3321/j.issn:1000-2790.2004.07.020.