Article(id=1324077712104628874, tenantId=1146029695717560320, journalId=1227665162245664772, issueId=1324077560820282023, articleNumber=null, orderNo=null, doi=10.20043/j.cnki.MPM.202510349, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1761580800000, receivedDateStr=2025-10-28, revisedDate=null, revisedDateStr=null, acceptedDate=null, acceptedDateStr=null, onlineDate=1793614326739, onlineDateStr=2026-11-02, pubDate=1774368000000, pubDateStr=2026-03-25, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1793614326739, onlineIssueDateStr=2026-11-02, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1793614326739, creator=13701087609, updateTime=1793614326739, updator=13701087609, issue=Issue{id=1324077560820282023, tenantId=1146029695717560320, journalId=1227665162245664772, year='2026', volume='53', issue='6', pageStart='961', pageEnd='1152', issueExtLink='null', onlineDate='null', pubDate='1774368000000', pubDateStr='2026-03-25', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=0, createTime=1793614290671, creator='13701087609', updateTime=1793614391469, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1324077983656444429, tenantId=1146029695717560320, journalId=1227665162245664772, issueId=1324077560820282023, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1324077983660638734, tenantId=1146029695717560320, journalId=1227665162245664772, issueId=1324077560820282023, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=1082, endPage=1088, ext={EN=ArticleExt(id=1324077712394035851, articleId=1324077712104628874, tenantId=1146029695717560320, journalId=1227665162245664772, language=EN, title=Digital exclusion, social participation, and depression symptoms among Chinese older adults, columnId=1228016572451718132, journalTitle=Modern Preventive Medicine, columnName=Health and Social Behavior, runingTitle=null, highlight=null, articleAbstract=
Objective To explore the long-term relationship between digital exclusion and depressive symptoms in middle-aged and older adults in China, to evaluate whether social participation serves as a mediator in this connection, and to guide interventions to reduce depression within this group.
Methods A longitudinal analysis was conducted using data from the 2011-2020 waves of the China Health and Retirement Longitudinal Study (CHARLS). Self-reported data were used to evaluate digital exclusion and social participation, while the presence of depressive symptoms was measured with the 10-item version of the Center for Epidemiologic Studies Depression Scale (CES-D 10). Differences in the incidence of depressive symptoms among groups were assessed using Kaplan-Meier estimates and the log-rank test. Cox proportional hazards models were used to analyze the longitudinal association between digital exclusion and depressive symptoms, and causal mediation analysis was employed to test the mediating effect.
Results A total of 8 808 participants were included in the study. At baseline, 8 334 (94.6%) individuals were classified as digital exclusion group. Over a median follow-up of 7.00 years, 3 969 participants developed depressive symptoms. The survival analysis revealed that the cumulative incidence of depressive symptoms was significantly higher in the digital exclusion group than that in the digital inclusion group (Log-rank P<0.05). After controlling for confounders, Cox regression analysis showed that digital exclusion remained an independent risk factor for depressive symptoms (HR=1.37, 95% CI: 1.11-1.69). The mediation analysis found that social participation partially mediated the association between digital exclusion and depressive symptoms.
Conclusion Digital exclusion is associated with an increased risk of depressive symptoms among middle-aged and older Chinese adults. This association may be partially mediated by social participation. Promoting digital inclusion and encouraging social engagement may be potential strategies for the prevention and intervention of depression in this vulnerable group.
, authors=Li LIU
1, Jing QI
2, Xiao-hong LU
1, Fang YU
1, Pei-yuan QIU
2, authorsList=Li LIU, Jing QI, Xiao-hong LU, Fang YU, Pei-yuan QIU, authorCompany=null, correspAuthors=Pei-yuan QIU, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=null, pdfFileSize=null, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null), CN=ArticleExt(id=1324077713488749202, articleId=1324077712104628874, tenantId=1146029695717560320, journalId=1227665162245664772, language=CN, title=中国中老年人数字排斥与抑郁症状的关联研究, columnId=1228016572640461823, journalTitle=现代预防医学, columnName=健康与社会行为, runingTitle=null, highlight=null, articleAbstract=
目的 本研究旨在探究中国中老年人群数字排斥与抑郁症状的纵向关联,并检验社会参与在两者关联之间的中介效应,以期为该人群抑郁症状的识别与干预提供实证支持。
方法 研究使用CHARLS数据库2011—2020年的连续追踪数据。数字排斥和社会参与通过受访者的自我报告进行评估,抑郁症状采用10项简版流行病学研究中心抑郁量表进行测量。采用Kaplan-Meier生存曲线和Log-rank检验比较数字排斥组和数字包容组抑郁症状发病风险,并构建Cox比例风险模型分析其纵向关联。进一步采用因果中介分析检验社会参与的中介作用。
结果 本研究共纳入8 808名研究对象。基线时,8 334(94.6%)名研究对象被分为数字排斥。在为期约7.00年的随访过程中,共观察到3 969名研究对象出现抑郁症状。生存分析显示,数字排斥组的抑郁症状发病风险高于数字包容组(log-rank P<0.05)。控制混杂因素后,Cox模型分析结果显示,数字排斥与抑郁症状的发生风险呈正相关(HR=1.37, 95% CI: 1.11~1.69)。中介分析证实,社会参与在数字排斥与抑郁症状的关联中起部分中介作用。
结论 数字排斥与中国中老年人发生抑郁症状的风险增加有关。社会参与在这一关联中起到了部分中介作用。促进数字包容、鼓励社会参与可能是预防和干预中老年人抑郁症状的有效策略。
, authors=刘利
1, 祁婧
2, 卢晓红
1, 余芳
1, 邱培媛
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The selection and inclusion process of participants, figureFileSmall=14EEAZ2jEVZ6wygeF/+Kug==, figureFileBig=WJAO+8z6SfWTJxRF5HKBDw==, tableContent=null), ArticleFig(id=1324077717594972858, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324077712104628874, language=CN, label=图1, caption=
研究样本筛选及纳入流程, figureFileSmall=14EEAZ2jEVZ6wygeF/+Kug==, figureFileBig=WJAO+8z6SfWTJxRF5HKBDw==, tableContent=null), ArticleFig(id=1324077717800493755, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324077712104628874, language=EN, label=Fig.2, caption=
K-M curves for the incidence of depressive symptoms in the digital exclusion group and the digital inclusion group, figureFileSmall=MuzokDqdrhg+KZqGPj9ZnA==, figureFileBig=0EBREDe3iFYD3DgoehY79A==, tableContent=null), ArticleFig(id=1324077717884379836, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324077712104628874, language=CN, label=图2, caption=
数字排斥组和数字包容组发生抑郁症状的K-M曲线图, figureFileSmall=MuzokDqdrhg+KZqGPj9ZnA==, figureFileBig=0EBREDe3iFYD3DgoehY79A==, tableContent=null), ArticleFig(id=1324077717968265917, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324077712104628874, language=EN, label=Fig.3, caption=
Results of the mediation analysis of social participation, figureFileSmall=28XzRvu/PTv02CDv9JhkBA==, figureFileBig=zGC1cr6+wSP71vwd1XA7fA==, tableContent=null), ArticleFig(id=1324077718047957694, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324077712104628874, language=CN, label=图3, caption=
社会参与的中介分析结果, figureFileSmall=28XzRvu/PTv02CDv9JhkBA==, figureFileBig=zGC1cr6+wSP71vwd1XA7fA==, tableContent=null), ArticleFig(id=1324077718123455167, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324077712104628874, language=EN, label=Table 1, caption=
The characteristics comparison of the digital exclusion group versus the digital inclusion group [n(%)]
, figureFileSmall=null, figureFileBig=null, tableContent=
| 特征 | 数字排斥(n=8 334) | 数字包容(n=474) | 总样本(n=8 808) | Z/χ2 | P值 |
|---|
| 年龄(岁) | | | | 9.521 | <0.001 |
| <60 | 5 136(61.6) | 393(82.9) | 5 529(62.8) | | |
| 60~69 | 2 224(26.7) | 68(14.3) | 2 292(26.0) | | |
| 70~79 | 868(10.4) | 12(2.5) | 880(10.0) | | |
| ≥80 | 106(1.3) | 1(0.2) | 107(1.2) | | |
| 性别 | | | | 14.831 | <0.001 |
| 男 | 4 493(53.9) | 299(63.1) | 4 792(54.4) | | |
| 女 | 3 841(46.1) | 175(36.9) | 4 016(45.6) | | |
| 受教育程度 | | | | -30.971 | <0.001 |
| 初中及以下 | 7 223(86.7) | 165(34.8) | 7 388(83.9) | | |
| 高中/中专 | 973(11.7) | 198(41.8) | 1 171(13.3) | | |
| 大专及以上 | 138(1.7) | 111(23.4) | 249(2.8) | | |
| 婚姻状况 | | | | 2.781 | 0.095 |
| 已婚 | 7 634(91.6) | 445(93.9) | 8 079(91.7) | | |
| 未婚 | 700(8.4) | 29(6.1) | 729(8.3) | | |
| 社会经济地位 | | | | -21.712 | <0.001 |
| Q1(最低) | 2 189(26.3) | 14(3.0) | 2 203(25.0) | | |
| Q2 | 2 169(26.0) | 32(6.8) | 2 201(25.0) | | |
| Q3 | 2 112(25.3) | 91(19.2) | 2 203(25.0) | | |
| Q4(最高) | 1 864(22.4) | 337(71.1) | 2 201(25.0) | | |
| 居住地 | | | | 352.920 | <0.001 |
| 城市 | 3 413(41.0) | 403(85.0) | 3 816(43.3) | | |
| 农村 | 4 921(59.0) | 71(15.0) | 4 992(56.7) | | |
| 吸烟 | | | | 1.183 | 0.553 |
| 从不 | 4 789(57.5) | 272(57.4) | 5 061(57.5) | | |
| 曾经 | 796(9.6) | 52(11.0) | 848(9.6) | | |
| 现在 | 2 749(33.0) | 150(31.6) | 2 899(32.9) | | |
| 饮酒 | | | | 70.534 | <0.001 |
| 从不 | 4 622(55.5) | 180(38.0) | 4 802(54.5) | | |
| 曾经 | 636(7.6) | 28(5.9) | 664(7.5) | | |
| 现在 | 3 076(36.9) | 266(56.1) | 3 342(37.9) | | |
| 共病 | | | | -0.288 | 0.773 |
| 无共病 | 3 115(37.4) | 172(36.3) | 3 287(37.3) | | |
| 单一共病 | 2 581(31.0) | 152(32.1) | 2 733(31.0) | | |
| 多重共病 | 2 638(31.7) | 150(31.6) | 2 788(31.7) | | |
| BADL | | | | 4.401 | 0.036 |
| 未受损 | 8 181(98.2) | 472(99.6) | 8 653(98.2) | | |
| 受损 | 153(1.8) | 2(0.4) | 155(1.8) | | |
| IADL | | | | 24.744 | <0.001 |
| 未受损 | 7 837(94.0) | 472(99.6) | 8 309(94.3) | | |
| 受损 | 497(6.0) | 2(0.4) | 499(5.7) | | |
| 记忆疾病 | | | | 3.189 | 0.074 |
| 无 | 8 261(99.1) | 474(100.0) | 8 735(99.2) | | |
| 有 | 73(0.9) | 0(0.0) | 73(0.8) | | |
| 社会参与 | | | | 126.380 | <0.001 |
| 未参与 | 4 028(48.3) | 103(21.7) | 4 131(46.9) | | |
| 参与 | 4 306(51.7) | 371(78.3) | 4 677(53.1) | | |
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数字排斥与数字包容组的特征比较[n(%)]
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| 特征 | 数字排斥(n=8 334) | 数字包容(n=474) | 总样本(n=8 808) | Z/χ2 | P值 |
|---|
| 年龄(岁) | | | | 9.521 | <0.001 |
| <60 | 5 136(61.6) | 393(82.9) | 5 529(62.8) | | |
| 60~69 | 2 224(26.7) | 68(14.3) | 2 292(26.0) | | |
| 70~79 | 868(10.4) | 12(2.5) | 880(10.0) | | |
| ≥80 | 106(1.3) | 1(0.2) | 107(1.2) | | |
| 性别 | | | | 14.831 | <0.001 |
| 男 | 4 493(53.9) | 299(63.1) | 4 792(54.4) | | |
| 女 | 3 841(46.1) | 175(36.9) | 4 016(45.6) | | |
| 受教育程度 | | | | -30.971 | <0.001 |
| 初中及以下 | 7 223(86.7) | 165(34.8) | 7 388(83.9) | | |
| 高中/中专 | 973(11.7) | 198(41.8) | 1 171(13.3) | | |
| 大专及以上 | 138(1.7) | 111(23.4) | 249(2.8) | | |
| 婚姻状况 | | | | 2.781 | 0.095 |
| 已婚 | 7 634(91.6) | 445(93.9) | 8 079(91.7) | | |
| 未婚 | 700(8.4) | 29(6.1) | 729(8.3) | | |
| 社会经济地位 | | | | -21.712 | <0.001 |
| Q1(最低) | 2 189(26.3) | 14(3.0) | 2 203(25.0) | | |
| Q2 | 2 169(26.0) | 32(6.8) | 2 201(25.0) | | |
| Q3 | 2 112(25.3) | 91(19.2) | 2 203(25.0) | | |
| Q4(最高) | 1 864(22.4) | 337(71.1) | 2 201(25.0) | | |
| 居住地 | | | | 352.920 | <0.001 |
| 城市 | 3 413(41.0) | 403(85.0) | 3 816(43.3) | | |
| 农村 | 4 921(59.0) | 71(15.0) | 4 992(56.7) | | |
| 吸烟 | | | | 1.183 | 0.553 |
| 从不 | 4 789(57.5) | 272(57.4) | 5 061(57.5) | | |
| 曾经 | 796(9.6) | 52(11.0) | 848(9.6) | | |
| 现在 | 2 749(33.0) | 150(31.6) | 2 899(32.9) | | |
| 饮酒 | | | | 70.534 | <0.001 |
| 从不 | 4 622(55.5) | 180(38.0) | 4 802(54.5) | | |
| 曾经 | 636(7.6) | 28(5.9) | 664(7.5) | | |
| 现在 | 3 076(36.9) | 266(56.1) | 3 342(37.9) | | |
| 共病 | | | | -0.288 | 0.773 |
| 无共病 | 3 115(37.4) | 172(36.3) | 3 287(37.3) | | |
| 单一共病 | 2 581(31.0) | 152(32.1) | 2 733(31.0) | | |
| 多重共病 | 2 638(31.7) | 150(31.6) | 2 788(31.7) | | |
| BADL | | | | 4.401 | 0.036 |
| 未受损 | 8 181(98.2) | 472(99.6) | 8 653(98.2) | | |
| 受损 | 153(1.8) | 2(0.4) | 155(1.8) | | |
| IADL | | | | 24.744 | <0.001 |
| 未受损 | 7 837(94.0) | 472(99.6) | 8 309(94.3) | | |
| 受损 | 497(6.0) | 2(0.4) | 499(5.7) | | |
| 记忆疾病 | | | | 3.189 | 0.074 |
| 无 | 8 261(99.1) | 474(100.0) | 8 735(99.2) | | |
| 有 | 73(0.9) | 0(0.0) | 73(0.8) | | |
| 社会参与 | | | | 126.380 | <0.001 |
| 未参与 | 4 028(48.3) | 103(21.7) | 4 131(46.9) | | |
| 参与 | 4 306(51.7) | 371(78.3) | 4 677(53.1) | | |
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The longitudinal relationship between digital exclusion and depressive symptoms
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| 分组 | HR (95%CI) |
|---|
| 模型1 | 模型2 | 模型3 | 模型4 |
|---|
| 数字包容 | 对照组 | 对照组 | 对照组 | 对照组 |
| 数字排斥 | 2.23(1.83~2.71) | 1.40(1.14~1.73) | 1.38(1.12~1.71) | 1.37(1.11~1.69) |
| P值 | <0.001 | 0.002 | 0.002 | 0.003 |
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数字排斥与抑郁症状的纵向关联
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| 分组 | HR (95%CI) |
|---|
| 模型1 | 模型2 | 模型3 | 模型4 |
|---|
| 数字包容 | 对照组 | 对照组 | 对照组 | 对照组 |
| 数字排斥 | 2.23(1.83~2.71) | 1.40(1.14~1.73) | 1.38(1.12~1.71) | 1.37(1.11~1.69) |
| P值 | <0.001 | 0.002 | 0.002 | 0.003 |
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Association between digital exclusion and depressive symptoms based on multiple imputation
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| 分组 | HR (95%CI) |
|---|
| 模型1 | 模型2 | 模型3 | 模型4 |
|---|
| 数字包容 | 对照组 | 对照组 | 对照组 | 对照组 |
| 数字排斥 | 2.14(1.84~2.49) | 1.39(1.18~1.63) | 1.37(1.17~1.61) | 1.35(1.15~1.59) |
| P值 | <0.001 | <0.001 | <0.001 | <0.001 |
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多重插补后数字排斥与抑郁症状的关联
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| 分组 | HR (95%CI) |
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| 模型1 | 模型2 | 模型3 | 模型4 |
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| 数字排斥 | 2.14(1.84~2.49) | 1.39(1.18~1.63) | 1.37(1.17~1.61) | 1.35(1.15~1.59) |
| P值 | <0.001 | <0.001 | <0.001 | <0.001 |
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