Xing-Ling Chen, Jin Li, Shu-Ning Sun, Qiang-Qiang Zhao, Sheng-Rong Lin, Ling-Jun Wang, Zhong-Qi Yang, Shi-Hao Ni, Lu Lu
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As internet usage continues to integrate into daily life, it is imperative to scrutinize the association between internet use and IC to effectively promote healthy aging among the middle-aged and older population.</p><p><strong>Objective: </strong>This study aimed to investigate whether daily internet use in middle-aged and older adults delays or accelerates the decline in IC.</p><p><strong>Methods: </strong>Participants included in the China Health and Retirement Longitudinal Study (CHARLS) comprised individuals aged ≥45 years residing in China. We analyzed 4 years of CHARLS data from the first wave (May 2011-March 2012) to the third wave (July 2015-January 2016). Data from the first and third waves were used for longitudinal studies. Self-reported data encompassed internet use, frequency of use, and demographic baseline characteristics. In addition, the IC evaluation involved physical examination and blood test data. Initially, linear regression was used to assess the relationship between daily internet use and IC, followed by regression splines to explore potential nonlinear associations. Subgroup and sensitivity analyses were used to investigate the heterogeneity of IC in specific conditions and the robustness of our results. Mediation effect analysis was conducted to identify the factors that mediate the relationship between daily internet use and IC, focusing on social participation, physical activity, and health status.</p><p><strong>Results: </strong>Among the 12,826 participants included in the longitudinal analyses, 12,305 (95.9%) did not use the internet, while 521 (4.1%) reported daily internet use with a mean age of 52.62 (SD 7.67) years. After adjusting for demographic variables, socioeconomic factors, lifestyle behaviors, and health conditions and examining the impact of daily internet use and frequency on changes in IC, our findings indicated important associations. Specifically, daily internet use is significantly linked to a slower decline in IC over time (marginal effect 1.58, 95% CI 1.03-2.12; P<.001). Individuals with moderate and regular internet use frequency exhibit higher levels of maintenance in IC (marginal effect 0.74, 95% CI 0.45-1.03, P<.001). In addition, the relationship between IC changes and internet use frequency demonstrated a nonlinear inverted U-shaped curve (nonlinear P=.003). Subgroup analysis further revealed that improvements in IC vary based on age and gender. Furthermore, mediation analysis denoted that more than 28.78% (95% CI 21.24-40.33) of the observed association is mediated by social participation (P<.001).</p><p><strong>Conclusions: </strong>The findings of our research underscore the potential benefits of consistent and moderate internet use in promoting and preserving IC, particularly in cognitive capacity, sensory, vitality, and locomotion. The observed effects may be related to social participation. 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引用次数: 0
摘要
背景:内在能力(IC)作为衡量个人功能能力的综合指标,在世界卫生组织(WHO)提出的健康老龄化框架中日益突出。随着互联网的使用不断融入日常生活,必须仔细研究互联网使用与内在能力之间的关联,以有效促进中老年人群的健康老龄化:本研究旨在探讨中老年人每天使用互联网是否会延缓或加速 IC 的衰退:中国健康与退休纵向研究(CHARLS)的参与者包括年龄≥45 岁的中国居民。我们分析了从第一波(2011 年 5 月至 2012 年 3 月)到第三波(2015 年 7 月至 2016 年 1 月)的 4 年 CHARLS 数据。第一波和第三波的数据用于纵向研究。自我报告数据包括互联网使用情况、使用频率和人口基线特征。此外,集成电路评估还包括体格检查和血液测试数据。最初,我们使用线性回归来评估每天使用互联网与集成电路之间的关系,然后使用回归样条来探索潜在的非线性关联。亚组分析和敏感性分析用于研究特定条件下 IC 的异质性和结果的稳健性。我们还进行了中介效应分析,以确定日常互联网使用与 IC 之间的中介因素,重点是社会参与、体育锻炼和健康状况:在纳入纵向分析的 12,826 名参与者中,12,305 人(95.9%)不使用互联网,521 人(4.1%)报告每天使用互联网,平均年龄为 52.62 岁(标准差为 7.67)。在对人口统计学变量、社会经济因素、生活方式行为和健康状况进行调整,并研究了每天使用互联网和频率对 IC 变化的影响后,我们的研究结果表明两者之间存在重要关联。具体而言,每天使用互联网与IC随时间推移的下降速度明显相关(边际效应为1.58,95% CI为1.03-2.12;PC结论:我们的研究结果强调了坚持适度使用互联网在促进和保护 IC 方面的潜在益处,尤其是在认知能力、感官、活力和运动方面。观察到的效果可能与社会参与有关。这些见解为制定旨在促进中老年人群健康老龄化的战略提供了宝贵的指导。
Association Between Daily Internet Use and Intrinsic Capacity Among Middle-Aged and Older Adults in China: Large Prospective Cohort Study.
Background: Intrinsic capacity (IC), as a comprehensive measure of an individual's functional ability, has gained prominence in the framework for healthy aging introduced by the World Health Organization (WHO). As internet usage continues to integrate into daily life, it is imperative to scrutinize the association between internet use and IC to effectively promote healthy aging among the middle-aged and older population.
Objective: This study aimed to investigate whether daily internet use in middle-aged and older adults delays or accelerates the decline in IC.
Methods: Participants included in the China Health and Retirement Longitudinal Study (CHARLS) comprised individuals aged ≥45 years residing in China. We analyzed 4 years of CHARLS data from the first wave (May 2011-March 2012) to the third wave (July 2015-January 2016). Data from the first and third waves were used for longitudinal studies. Self-reported data encompassed internet use, frequency of use, and demographic baseline characteristics. In addition, the IC evaluation involved physical examination and blood test data. Initially, linear regression was used to assess the relationship between daily internet use and IC, followed by regression splines to explore potential nonlinear associations. Subgroup and sensitivity analyses were used to investigate the heterogeneity of IC in specific conditions and the robustness of our results. Mediation effect analysis was conducted to identify the factors that mediate the relationship between daily internet use and IC, focusing on social participation, physical activity, and health status.
Results: Among the 12,826 participants included in the longitudinal analyses, 12,305 (95.9%) did not use the internet, while 521 (4.1%) reported daily internet use with a mean age of 52.62 (SD 7.67) years. After adjusting for demographic variables, socioeconomic factors, lifestyle behaviors, and health conditions and examining the impact of daily internet use and frequency on changes in IC, our findings indicated important associations. Specifically, daily internet use is significantly linked to a slower decline in IC over time (marginal effect 1.58, 95% CI 1.03-2.12; P<.001). Individuals with moderate and regular internet use frequency exhibit higher levels of maintenance in IC (marginal effect 0.74, 95% CI 0.45-1.03, P<.001). In addition, the relationship between IC changes and internet use frequency demonstrated a nonlinear inverted U-shaped curve (nonlinear P=.003). Subgroup analysis further revealed that improvements in IC vary based on age and gender. Furthermore, mediation analysis denoted that more than 28.78% (95% CI 21.24-40.33) of the observed association is mediated by social participation (P<.001).
Conclusions: The findings of our research underscore the potential benefits of consistent and moderate internet use in promoting and preserving IC, particularly in cognitive capacity, sensory, vitality, and locomotion. The observed effects may be related to social participation. These insights offer valuable guidance for crafting strategies aimed at fostering healthy aging within the middle-aged and older adult demographics.
期刊介绍:
The Journal of Medical Internet Research (JMIR) is a highly respected publication in the field of health informatics and health services. With a founding date in 1999, JMIR has been a pioneer in the field for over two decades.
As a leader in the industry, the journal focuses on digital health, data science, health informatics, and emerging technologies for health, medicine, and biomedical research. It is recognized as a top publication in these disciplines, ranking in the first quartile (Q1) by Impact Factor.
Notably, JMIR holds the prestigious position of being ranked #1 on Google Scholar within the "Medical Informatics" discipline.