Article(id=1240977219133165966, tenantId=1146029695717560320, journalId=1227665162245664772, issueId=1240977214964036360, articleNumber=null, orderNo=null, doi=10.20043/j.cnki.MPM.202409134, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1725552000000, receivedDateStr=2024-09-06, revisedDate=null, revisedDateStr=null, acceptedDate=null, acceptedDateStr=null, onlineDate=1773801625282, onlineDateStr=2026-03-18, pubDate=1748102400000, pubDateStr=2025-05-25, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1773801625282, onlineIssueDateStr=2026-03-18, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1773801625282, creator=13701087609, updateTime=1773801625282, updator=13701087609, issue=Issue{id=1240977214964036360, tenantId=1146029695717560320, journalId=1227665162245664772, year='2025', volume='52', issue='10', pageStart='1729', pageEnd='1920', issueExtLink='null', onlineDate='null', pubDate='null', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1773801624289, creator=13701087609, updateTime=1773825591019, updator=13701087609, preIssue=null, nextIssue=null, ext={EN=IssueExt(id=1241077738770068227, tenantId=1146029695717560320, journalId=1227665162245664772, issueId=1240977214964036360, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1241077738770068228, tenantId=1146029695717560320, journalId=1227665162245664772, issueId=1240977214964036360, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null}, startPage=1849, endPage=1853, ext={EN=ArticleExt(id=1240977219531624862, articleId=1240977219133165966, tenantId=1146029695717560320, journalId=1227665162245664772, language=EN, title=Analysis of the effect of good childhood traits on self-rated health in Chinese elderly population, columnId=1228016572451718132, journalTitle=Modern Preventive Medicine, columnName=Health and Social Behavior, runingTitle=null, highlight=null, articleAbstract=
Objective To understand the current situation of self-rated health among older adults, to analyze the influence of good childhood traits on older adults' self-rated health, and to make suggestions for factors with high influence to promote the improvement of health in the whole society.
Methods Using data from the Chinese Family Panel Studies (CFPS), select data for individuals aged≥60, with self-rated health as the dependent variable. Independent variables include age, gender, smoking, drinking, household registration, marital status, education levels, working status, medical insurance, health status before the age of 14, leadership spirit before the age of 14, and adventurous spirit before the age of 14. Employ the χ2 test and binary logistic regression to analyze the influencing factors of self-rated health in the elderly. Additionally, use a random forest model to rank the importance of these influencing factors.
Results Smoking, drinking, higher education levels, being employed, good health status before the age of 14, good leadership spirit before the age of 14, and good adventurous spirit before the age of 14 all have OR values greater than 1 and P<0.05, suggesting they may be protective factors for elderly self-rated health. In contrast, being female and living in rural areas have OR values less than 1 and P<0.05, suggesting they may be risk factors for elderly self-rated health. The top three influencing factors are health status before the age of 14, leadership spirit, and adventurous spirit.
Conclusion Childhood characteristics have a certain impact on health in old age. To promote the physical health of the elderly, we can improve the physical and mental health of children and cultivate their leadership and adventurous spirit.
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目的 了解老年人自评健康现况,分析良好童年特质对老年人自评健康影响,并针对影响程度高的因素提出建议,促进全社会健康水平提高。
方法 利用中国家庭追踪调查(CFPS)数据,选择年龄≥60岁的老年人数据,以自评健康为因变量,年龄、性别、吸烟、饮酒、户口、婚姻状况、受教育程度、工作状态、医疗保险、14岁前健康状况、14岁前领袖气质、14岁前冒险精神为自变量,采用χ2检验和二元logistic回归分析老年人自评健康的影响因素,并用随机森林模型对影响因素重要性进行排序。
结果 大部分老年人在童年期健康状况良好,具有领袖气质和冒险精神。吸烟、饮酒、受教育程度高、处于工作状态、14岁前健康状态好、14岁前具有冒险精神、14岁前具有领袖气质,其OR值均大于1,且P<0.05,可能是老年人自评健康的保护因素,而女性、农村户口的OR值均小于1,且P<0.05,可能是老年人自评健康的危险因素。影响因素的重要性排序前三位依次是14岁前健康状况、14岁前领袖气质、14岁前冒险精神。
结论 童年特质对老年期健康存在一定影响,可以从改善儿童生理和心理健康状况入手,培养他们的领袖气质与冒险精神,促进老年人身体健康。
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姜欣彤(2002—),女,硕士在读,研究方向:流行病与卫生统计学
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27(6): 406-411. (In Chinese), articleTitle=Analysis on the status and influencing factors of self-rated health among Chinese Senior citizens, refAbstract=null)], funds=[Fund(id=1240996913567289875, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1240977219133165966, awardId=81772281, language=CN, fundingSource=国家自然科学基金(81772281), fundOrder=null, country=null), Fund(id=1240996915102405152, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1240977219133165966, awardId=ZR2024MH228, language=CN, fundingSource=山东省自然科学基金(ZR2024MH228), fundOrder=null, country=null)], companyList=[AuthorCompany(id=1240996909112938710, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1240977219133165966, xref=null, ext=[AuthorCompanyExt(id=1240996909138104538, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1240977219133165966, companyId=1240996909112938710, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=Department of Epidemiology, School of Public Health, Binzhou Medical University, Yantai, Shandong 264003, China), AuthorCompanyExt(id=1240996909146493148, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1240977219133165966, companyId=1240996909112938710, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=滨州医学院公共卫生学院流行病学教研室,山东 烟台 264003)])], figs=[ArticleFig(id=1240996912392884640, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1240977219133165966, language=EN, label=Fig.1, caption=
Forest map of multi-factor analysis of self-rated health factors in the elderly population, figureFileSmall=6ufVNJFtEVNNtBzldxuWyQ==, figureFileBig=MpstTgRatMmzBP+qFAk5zQ==, tableContent=null), ArticleFig(id=1240996912485159338, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1240977219133165966, language=CN, label=图1, caption=
老年人群自评健康影响因素多因素分析森林图, figureFileSmall=6ufVNJFtEVNNtBzldxuWyQ==, figureFileBig=MpstTgRatMmzBP+qFAk5zQ==, tableContent=null), ArticleFig(id=1240996912615182778, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1240977219133165966, language=EN, label=Fig.2, caption=
Ranking the importance of childhood traits on self-rated health, figureFileSmall=UiwLqXMBFQlIa46h5uSmLQ==, figureFileBig=UYkiKUuiZZRfl6rui8iTKg==, tableContent=null), ArticleFig(id=1240996912720040390, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1240977219133165966, language=CN, label=图2, caption=
童年特质对自评健康影响重要性排序, figureFileSmall=UiwLqXMBFQlIa46h5uSmLQ==, figureFileBig=UYkiKUuiZZRfl6rui8iTKg==, tableContent=null), ArticleFig(id=1240996912812315088, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1240977219133165966, language=EN, label=Table 1, caption=
Univariate analysis of self-rated health influencing factors in the elderly
, figureFileSmall=null, figureFileBig=null, tableContent=
| 变量 | 自评健康 | χ2值 | P值 |
|---|
| 不好(n=1 208) | 好(n=3 594) |
|---|
| 年龄(岁)[n(%)] | | | 2.45 | 0.294 |
| 60~69 | 753(62.3) | 2 328(64.8) | | |
| 70~79 | 397(32.9) | 1 097(30.5) | | |
| ≥80 | 58(4.8) | 169(4.7) | | |
| 性别[n(%)] | | | 61.17 | <0.001 |
| 男 | 517(42.8) | 2 005(55.8) | | |
| 女 | 691(57.2) | 1 589(44.2) | | |
| 吸烟[n(%)] | | | 35.74 | <0.001 |
| 否 | 952(78.8) | 2 512(69.9) | | |
| 是 | 256(21.2) | 1 082(30.1) | | |
| 饮酒[n(%)] | | | 53.23 | <0.001 |
| 否 | 1 095(90.6) | 2 938(81.7) | | |
| 是 | 113(9.4) | 656(18.3) | | |
| 户口[n(%)] | | | 45.75 | <0.001 |
| 城镇 | 489(40.5) | 1 859(51.7) | | |
| 农村 | 719(59.5) | 1 735(48.3) | | |
| 婚姻状况[n(%)] | | | 4.17 | 0.046 |
| 无配偶 | 202(16.7) | 514(14.3) | | |
| 有配偶 | 1 006(83.3) | 3 080(85.7) | | |
| 受教育程度[n(%)] | | | 70.11 | <0.001 |
| 小学及以下 | 864(71.5) | 2 102(58.5) | | |
| 中学 | 329(27.2) | 1 368(38.1) | | |
| 大专及以上 | 15(1.2) | 124(3.5) | | |
| 工作状态[n(%)] | | | 21.26 | <0.001 |
| 未在业 | 663(54.9) | 1 697(47.2) | | |
| 在业 | 545(45.1) | 1 897(52.8) | | |
| 医疗保险[n(%)] | | | 4.06 | 0.05 |
| 无 | 133(11.0) | 325(9.0) | | |
| 有 | 1 075(89.0) | 3 269(91.0) | | |
), ArticleFig(id=1240996912908784089, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1240977219133165966, language=CN, label=表1, caption=
老年人自评健康影响因素的单因素分析(n=4 802)
, figureFileSmall=null, figureFileBig=null, tableContent=
| 变量 | 自评健康 | χ2值 | P值 |
|---|
| 不好(n=1 208) | 好(n=3 594) |
|---|
| 年龄(岁)[n(%)] | | | 2.45 | 0.294 |
| 60~69 | 753(62.3) | 2 328(64.8) | | |
| 70~79 | 397(32.9) | 1 097(30.5) | | |
| ≥80 | 58(4.8) | 169(4.7) | | |
| 性别[n(%)] | | | 61.17 | <0.001 |
| 男 | 517(42.8) | 2 005(55.8) | | |
| 女 | 691(57.2) | 1 589(44.2) | | |
| 吸烟[n(%)] | | | 35.74 | <0.001 |
| 否 | 952(78.8) | 2 512(69.9) | | |
| 是 | 256(21.2) | 1 082(30.1) | | |
| 饮酒[n(%)] | | | 53.23 | <0.001 |
| 否 | 1 095(90.6) | 2 938(81.7) | | |
| 是 | 113(9.4) | 656(18.3) | | |
| 户口[n(%)] | | | 45.75 | <0.001 |
| 城镇 | 489(40.5) | 1 859(51.7) | | |
| 农村 | 719(59.5) | 1 735(48.3) | | |
| 婚姻状况[n(%)] | | | 4.17 | 0.046 |
| 无配偶 | 202(16.7) | 514(14.3) | | |
| 有配偶 | 1 006(83.3) | 3 080(85.7) | | |
| 受教育程度[n(%)] | | | 70.11 | <0.001 |
| 小学及以下 | 864(71.5) | 2 102(58.5) | | |
| 中学 | 329(27.2) | 1 368(38.1) | | |
| 大专及以上 | 15(1.2) | 124(3.5) | | |
| 工作状态[n(%)] | | | 21.26 | <0.001 |
| 未在业 | 663(54.9) | 1 697(47.2) | | |
| 在业 | 545(45.1) | 1 897(52.8) | | |
| 医疗保险[n(%)] | | | 4.06 | 0.05 |
| 无 | 133(11.0) | 325(9.0) | | |
| 有 | 1 075(89.0) | 3 269(91.0) | | |
), ArticleFig(id=1240996913026224612, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1240977219133165966, language=EN, label=Table 2, caption=
Single factor analysis of the influence of childhood traits on self-rated health of the elderly (n=4 802)
, figureFileSmall=null, figureFileBig=null, tableContent=
| 自变量 | 自评健康 | χ2值 | P值 |
|---|
| 不好(n=1 208) | 好(n=3 594) |
|---|
| 14岁前健康状况别[n(%)] | | | 29.51 | <0.001 |
| 不好 | 136(11.3) | 200(5.6) | | |
| 一般 | 249(20.6) | 915(25.5) | | |
| 好 | 823(68.1) | 2 479(69.0) | | |
| 14岁前领袖气质[n(%)] | | | 18.22 | 0.001 |
| 不好 | 251(20.8) | 556(15.5) | | |
| 一般 | 761(63.0) | 2 416(67.2) | | |
| 好 | 196(16.2) | 622(17.3) | | |
| 14岁前冒险精神[n(%)] | | | 18.25 | <0.001 |
| 不好 | 176(14.6) | 375(10.4) | | |
| 一般 | 87(7.2) | 219(6.1) | | |
| 好 | 945(78.2) | 3 000(83.5) | | |
), ArticleFig(id=1240996913152053745, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1240977219133165966, language=CN, label=表2, caption=
老年人童年特质对自评健康影响单因素分析(n=4 802)
, figureFileSmall=null, figureFileBig=null, tableContent=
| 自变量 | 自评健康 | χ2值 | P值 |
|---|
| 不好(n=1 208) | 好(n=3 594) |
|---|
| 14岁前健康状况别[n(%)] | | | 29.51 | <0.001 |
| 不好 | 136(11.3) | 200(5.6) | | |
| 一般 | 249(20.6) | 915(25.5) | | |
| 好 | 823(68.1) | 2 479(69.0) | | |
| 14岁前领袖气质[n(%)] | | | 18.22 | 0.001 |
| 不好 | 251(20.8) | 556(15.5) | | |
| 一般 | 761(63.0) | 2 416(67.2) | | |
| 好 | 196(16.2) | 622(17.3) | | |
| 14岁前冒险精神[n(%)] | | | 18.25 | <0.001 |
| 不好 | 176(14.6) | 375(10.4) | | |
| 一般 | 87(7.2) | 219(6.1) | | |
| 好 | 945(78.2) | 3 000(83.5) | | |
), ArticleFig(id=1240996913248522746, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1240977219133165966, language=EN, label=Table 3, caption=
Evaluation table of factors influencing elderly self-rated health
, figureFileSmall=null, figureFileBig=null, tableContent=
| 变量 | 赋值 |
|---|
| 年龄(岁) | 1=60~69,2=70~79,3=≥80 |
| 性别 | 1=男,2=女 |
| 吸烟 | 1=否,2=是 |
| 饮酒 | 1=否,2=是 |
| 户口 | 1=城镇,2=农村 |
| 婚姻状况 | 1=无配偶,2=有配偶 |
| 受教育程度 | 1=小学及以下,2=中学,3=大专及以上 |
| 工作状态 | 1=未在业,2=在业 |
| 医疗保险 | 1=无,2=有 |
| 14岁前健康状况 | 1=不好,2=一般,3=好 |
| 14岁前领袖气质 | 1=不好,2=一般,3=好 |
| 14岁前冒险精神 | 1=不好,2=一般,3=好 |
), ArticleFig(id=1240996913353380355, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1240977219133165966, language=CN, label=表3, caption=
老年人自评健康影响因素赋值表
, figureFileSmall=null, figureFileBig=null, tableContent=
| 变量 | 赋值 |
|---|
| 年龄(岁) | 1=60~69,2=70~79,3=≥80 |
| 性别 | 1=男,2=女 |
| 吸烟 | 1=否,2=是 |
| 饮酒 | 1=否,2=是 |
| 户口 | 1=城镇,2=农村 |
| 婚姻状况 | 1=无配偶,2=有配偶 |
| 受教育程度 | 1=小学及以下,2=中学,3=大专及以上 |
| 工作状态 | 1=未在业,2=在业 |
| 医疗保险 | 1=无,2=有 |
| 14岁前健康状况 | 1=不好,2=一般,3=好 |
| 14岁前领袖气质 | 1=不好,2=一般,3=好 |
| 14岁前冒险精神 | 1=不好,2=一般,3=好 |
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