State Key Laboratory of Traditional Chinese Medicine Syndrome, The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou, China.
Lingnan Medical Research Center, Guangzhou University of Chinese Medicine, Guangzhou, China.
J Med Internet Res. 2024 Nov 12;26:e54200. doi: 10.2196/54200.
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.
This study aimed to investigate whether daily internet use in middle-aged and older adults delays or accelerates the decline in IC.
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.
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).
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.
内在能力(IC)作为个体功能能力的综合衡量标准,在世界卫生组织(WHO)提出的健康老龄化框架中备受关注。随着互联网的使用不断融入日常生活,深入研究互联网使用与 IC 之间的关联对于有效促进中年和老年人的健康老龄化至关重要。
本研究旨在探讨中年和老年人的日常互联网使用是否会延缓或加速 IC 的下降。
中国健康与养老追踪调查(CHARLS)中的参与者包括年龄≥45 岁、居住在中国的个体。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)CHARLS 的 4 年数据。第一波和第三波的数据用于纵向研究。自我报告的数据包括互联网使用、使用频率以及人口统计学基线特征。此外,IC 评估涉及身体检查和血液测试数据。最初,我们使用线性回归来评估日常互联网使用与 IC 之间的关系,然后使用回归样条来探索潜在的非线性关联。进行亚组和敏感性分析,以研究特定条件下 IC 的异质性以及我们结果的稳健性。进行中介效应分析,以确定在社会参与、体育活动和健康状况方面介导日常互联网使用与 IC 之间关系的因素。
在纳入纵向分析的 12826 名参与者中,有 12305 名(95.9%)未使用互联网,而 521 名(4.1%)报告每天使用互联网,平均年龄为 52.62(SD 7.67)岁。在调整人口统计学变量、社会经济因素、生活方式行为和健康状况并检查日常互联网使用和频率对 IC 变化的影响后,我们发现了重要的关联。具体而言,日常互联网使用与 IC 随时间的下降呈显著负相关(边际效应 1.58,95%CI 1.03-2.12;P<.001)。中等和定期使用互联网频率的个体表现出更高的 IC 维持水平(边际效应 0.74,95%CI 0.45-1.03,P<.001)。此外,IC 变化与互联网使用频率之间的关系呈现出非线性倒置 U 形曲线(非线性 P=.003)。亚组分析进一步表明,IC 的改善因年龄和性别而异。此外,中介分析表示,观察到的关联中有超过 28.78%(95%CI 21.24-40.33)是由社会参与介导的(P<.001)。
我们的研究结果强调了持续和适度的互联网使用在促进和保持 IC 方面的潜在益处,特别是在认知能力、感官、活力和行动能力方面。观察到的影响可能与社会参与有关。这些发现为制定旨在促进中年和老年人健康老龄化的策略提供了有价值的指导。