ArticleFrontiers in public health2022
The impact of internet use on old-age support patterns of middle-aged and older adults.
Article in Frontiers in public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
7 citing papers in PubMed, 13 citations in OpenAlex.
- Subjective model of successful aging and its determinants-analysis of a cross-sectional study.BMC geriatrics · 2026Article
- Bridging the digital health divide: digital endowment, informal social participation, and health inequality among older adults.BMC health services research · 2025Article
- Observational
- Spatio-temporal evolution and driving factors of the coupling and coordinated development of China's digital economy and older adult care services.Frontiers in public health · 2025Article
- The impact of digital finance on young People's health insurance participation decisions in China.Frontiers in public health · 2024Article
- Association between cultural capital and health literacy during the COVID-19 pandemic among community residents in China: the mediating effect of social capital.Frontiers in public health · 2023Article
- Article
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: The trend towards low fertility and low mortality is prominant worldwide. The accelerating ageing and the pressure on public pensions are making the "dependent pattern of old-age support", which relies on family and government, unsustainable. It is urgent for people to change their mindset about ageing and to develop a sense of "relying on themselves for oldage support". Methods: This study incorporates the commercial pension insurance, formal care and the attitude towards independent old-age support pattern into the framework of "independent pattern of old-age support", using the probit regression model and instrumental variables approach to examine the impact of internet use on old-age support patterns of middleaged and older people based on the CGSS 2012-2018 five-period data. Results: The more frequent internet use increased the likelihood of purchasing commercial pension insurance, accepting formal care, and endorsing independence in later life. The internet can promote the acceptance of independent pattern of old-age support by delivering information and facilitating social interaction. Discussion: Consistent with previous research, this study finds that internet use can promote the purchase of commercial pension insurance. There are no relevant studies on the impact of internet use on formal care and attitude towards independent old-age support pattern. Our finding provides important empirical and theoretical references for ageing countries to further transform old-age support patterns.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.