Qingyuan Ye, Ruiyang Xu, Li Li, Meng Zhao, Shan Wang, Sijing Peng, Si Chen, Fatema Ahmed, Chen Wu, Kefang Wang
{"title":"社交媒体时间和内容暴露对老年人糖尿病自我管理的双重影响:横断面研究","authors":"Qingyuan Ye, Ruiyang Xu, Li Li, Meng Zhao, Shan Wang, Sijing Peng, Si Chen, Fatema Ahmed, Chen Wu, Kefang Wang","doi":"10.2196/67312","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Self-management is critical for older adults with type 2 diabetes mellitus (T2DM); however, its practice remains suboptimal. Social media has become an accessible and effective stimulus source for the public, which has the potential to promote health behaviors, but its effect on the self-management of older adults with T2DM remains unknown.</p><p><strong>Objective: </strong>We aimed to investigate the relationship between social media exposure, specifically time exposure and content exposure, and the self-management of older adults with T2DM.</p><p><strong>Methods: </strong>In this cross-sectional study, we enrolled 257 older adults with T2DM who used short-form video apps from community health care centers. We assessed subjective and objective time and content exposure. We transformed text-based content exposure into diabetes-related content exposure encompassing irrelevant, harmful, hypobeneficial, and hyperbeneficial categories using Q-methodology. Self-management was assessed through a validated questionnaire. We used restricted cubic splines and linear regression models to model the relationships between time exposure and content exposure and self-management, respectively.</p><p><strong>Results: </strong>Of 257 older adults with T2DM, the median age was 69 (IQR 65-72) years, 53.3% (n=137) were women, the mean sum score of self-management was 35.7 (SD 10.4), the median subjective time exposure was 120 (IQR 60-120) minutes, and 61.1% (n=157) of them were exposed to hyperbeneficial content. There was an approximate L-shaped dextrorotatory relationship between time exposure and self-management, with a decline in self-management when time exposure surpassed 139.8 minutes daily. Exposure to hyperbeneficial content was positively associated with the overall self-management (B=3.46, 95% CI 0.71-6.21). For participants exposed for more than 139.8 minutes daily, this positive association remained robust (B=7.27, 95% CI 1.54-13.00). In subdimensional analyses, hyperbeneficial content exposure was positively associated with general diet (B=1.51, 95% CI 0.54-2.49) and blood glucose testing (B=1.31, 95% CI 0.25-2.38).</p><p><strong>Conclusions: </strong>Social media exposure presented a double-edged sword for self-management of older adults with T2DM. Self-management declined when the daily time spent on social media exceeded 139.8 minutes. However, exposure to hyperbeneficial content was associated with better self-management of individuals, regardless of excessive time spent on social media. Future longitudinal and experimental studies that validate the multifaceted association between social media exposure and health behaviors are needed. If confirmed, these findings would support the implementation of media prescription programs by health care providers in communities.</p>","PeriodicalId":36245,"journal":{"name":"JMIR Aging","volume":"8 ","pages":"e67312"},"PeriodicalIF":4.8000,"publicationDate":"2025-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12491892/pdf/","citationCount":"0","resultStr":"{\"title\":\"The Dual Impact of Time and Content Exposure of Social Media on Diabetes Self-Management in Older Adults: Cross-Sectional Study.\",\"authors\":\"Qingyuan Ye, Ruiyang Xu, Li Li, Meng Zhao, Shan Wang, Sijing Peng, Si Chen, Fatema Ahmed, Chen Wu, Kefang Wang\",\"doi\":\"10.2196/67312\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Self-management is critical for older adults with type 2 diabetes mellitus (T2DM); however, its practice remains suboptimal. Social media has become an accessible and effective stimulus source for the public, which has the potential to promote health behaviors, but its effect on the self-management of older adults with T2DM remains unknown.</p><p><strong>Objective: </strong>We aimed to investigate the relationship between social media exposure, specifically time exposure and content exposure, and the self-management of older adults with T2DM.</p><p><strong>Methods: </strong>In this cross-sectional study, we enrolled 257 older adults with T2DM who used short-form video apps from community health care centers. We assessed subjective and objective time and content exposure. We transformed text-based content exposure into diabetes-related content exposure encompassing irrelevant, harmful, hypobeneficial, and hyperbeneficial categories using Q-methodology. Self-management was assessed through a validated questionnaire. We used restricted cubic splines and linear regression models to model the relationships between time exposure and content exposure and self-management, respectively.</p><p><strong>Results: </strong>Of 257 older adults with T2DM, the median age was 69 (IQR 65-72) years, 53.3% (n=137) were women, the mean sum score of self-management was 35.7 (SD 10.4), the median subjective time exposure was 120 (IQR 60-120) minutes, and 61.1% (n=157) of them were exposed to hyperbeneficial content. There was an approximate L-shaped dextrorotatory relationship between time exposure and self-management, with a decline in self-management when time exposure surpassed 139.8 minutes daily. Exposure to hyperbeneficial content was positively associated with the overall self-management (B=3.46, 95% CI 0.71-6.21). For participants exposed for more than 139.8 minutes daily, this positive association remained robust (B=7.27, 95% CI 1.54-13.00). In subdimensional analyses, hyperbeneficial content exposure was positively associated with general diet (B=1.51, 95% CI 0.54-2.49) and blood glucose testing (B=1.31, 95% CI 0.25-2.38).</p><p><strong>Conclusions: </strong>Social media exposure presented a double-edged sword for self-management of older adults with T2DM. Self-management declined when the daily time spent on social media exceeded 139.8 minutes. However, exposure to hyperbeneficial content was associated with better self-management of individuals, regardless of excessive time spent on social media. Future longitudinal and experimental studies that validate the multifaceted association between social media exposure and health behaviors are needed. If confirmed, these findings would support the implementation of media prescription programs by health care providers in communities.</p>\",\"PeriodicalId\":36245,\"journal\":{\"name\":\"JMIR Aging\",\"volume\":\"8 \",\"pages\":\"e67312\"},\"PeriodicalIF\":4.8000,\"publicationDate\":\"2025-09-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12491892/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"JMIR Aging\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2196/67312\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"GERIATRICS & GERONTOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"JMIR Aging","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2196/67312","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"GERIATRICS & GERONTOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
背景:自我管理对老年2型糖尿病(T2DM)患者至关重要;然而,它的实践仍然不是最理想的。社交媒体已成为公众可及且有效的刺激来源,具有促进健康行为的潜力,但其对老年T2DM患者自我管理的影响尚不清楚。目的:我们旨在调查社交媒体曝光,特别是时间曝光和内容曝光与老年T2DM患者自我管理之间的关系。方法:在这项横断面研究中,我们招募了257名老年T2DM患者,他们使用来自社区卫生保健中心的短视频应用程序。我们评估了主观和客观的时间和内容曝光。我们使用q -方法学将基于文本的内容暴露转化为与糖尿病相关的内容暴露,包括不相关的、有害的、低有益的和超有益的类别。自我管理通过一份有效的问卷进行评估。我们分别使用限制三次样条和线性回归模型来模拟时间暴露和内容暴露与自我管理之间的关系。结果:257例老年T2DM患者中位年龄为69 (IQR 65-72)岁,女性53.3% (n=137),自我管理平均总得分为35.7 (SD = 10.4),主观暴露时间中位数为120 (IQR 60-120)分钟,61.1% (n=157)暴露于超有益内容。时间暴露与自我管理之间呈近似l型的右旋关系,当时间暴露超过139.8分钟时,自我管理能力下降。暴露于超有益物质与整体自我管理呈正相关(B=3.46, 95% CI 0.71-6.21)。对于每天暴露时间超过139.8分钟的参与者,这种正相关仍然很强(B=7.27, 95% CI 1.54-13.00)。在亚维度分析中,超有益含量暴露与一般饮食(B=1.51, 95% CI 0.54-2.49)和血糖测试(B=1.31, 95% CI 0.25-2.38)呈正相关。结论:社交媒体曝光对老年T2DM患者的自我管理是一把双刃剑。当每天花在社交媒体上的时间超过139.8分钟时,自我管理能力就会下降。然而,接触超级有益的内容与个人更好的自我管理有关,而不管在社交媒体上花费的时间是否过多。未来需要进行纵向和实验研究,以验证社交媒体曝光与健康行为之间的多方面联系。如果得到证实,这些发现将支持社区卫生保健提供者实施媒体处方计划。
The Dual Impact of Time and Content Exposure of Social Media on Diabetes Self-Management in Older Adults: Cross-Sectional Study.
Background: Self-management is critical for older adults with type 2 diabetes mellitus (T2DM); however, its practice remains suboptimal. Social media has become an accessible and effective stimulus source for the public, which has the potential to promote health behaviors, but its effect on the self-management of older adults with T2DM remains unknown.
Objective: We aimed to investigate the relationship between social media exposure, specifically time exposure and content exposure, and the self-management of older adults with T2DM.
Methods: In this cross-sectional study, we enrolled 257 older adults with T2DM who used short-form video apps from community health care centers. We assessed subjective and objective time and content exposure. We transformed text-based content exposure into diabetes-related content exposure encompassing irrelevant, harmful, hypobeneficial, and hyperbeneficial categories using Q-methodology. Self-management was assessed through a validated questionnaire. We used restricted cubic splines and linear regression models to model the relationships between time exposure and content exposure and self-management, respectively.
Results: Of 257 older adults with T2DM, the median age was 69 (IQR 65-72) years, 53.3% (n=137) were women, the mean sum score of self-management was 35.7 (SD 10.4), the median subjective time exposure was 120 (IQR 60-120) minutes, and 61.1% (n=157) of them were exposed to hyperbeneficial content. There was an approximate L-shaped dextrorotatory relationship between time exposure and self-management, with a decline in self-management when time exposure surpassed 139.8 minutes daily. Exposure to hyperbeneficial content was positively associated with the overall self-management (B=3.46, 95% CI 0.71-6.21). For participants exposed for more than 139.8 minutes daily, this positive association remained robust (B=7.27, 95% CI 1.54-13.00). In subdimensional analyses, hyperbeneficial content exposure was positively associated with general diet (B=1.51, 95% CI 0.54-2.49) and blood glucose testing (B=1.31, 95% CI 0.25-2.38).
Conclusions: Social media exposure presented a double-edged sword for self-management of older adults with T2DM. Self-management declined when the daily time spent on social media exceeded 139.8 minutes. However, exposure to hyperbeneficial content was associated with better self-management of individuals, regardless of excessive time spent on social media. Future longitudinal and experimental studies that validate the multifaceted association between social media exposure and health behaviors are needed. If confirmed, these findings would support the implementation of media prescription programs by health care providers in communities.