Evidence map›Paper›PMID 41836630›Full record

ArticleDigital health

Digital empowerment: Can the development of the smart health and elderly care enhance older adults' subjective well-being?

Chen Liu, Huihui Li

Abstract read
In one paragraph

Article in Digital health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Chen LiuSchool of Labor Economics, Capital University of Economics and Business, Beijing, China.ORCID https://orcid.org/0009-0005-1407-1082
Huihui LiSchool of Economics and Management, Xinjiang University, Urumqi, China.ORCID https://orcid.org/0000-0001-9171-871X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: The development of the smart health and elderly care has profoundly changed older adults' daily lives and health outcomes. However, the impact of the smart health and elderly care on older adults' subjective well-being remain unclear. This study aims to analyze the impact of smart health and elderly care on older adults' subjective well-being and its inequality and further explore the potential mechanisms and heterogeneity. Methods: This study employs the smart health and elderly care policy as a quasi-natural experiment, using the China Family Panel Studies panel data ( Results: As expected, the smart health and elderly care policy significantly improves older adults' self-rated health ( Conclusion: Our findings provide empirical evidence that developing the smart health and elderly care can enhance older adults' subjective well-being. Consequently, the effective utilization of digital tools could be a focus of policymakers aiming to achieve healthy aging objectives.

Indexed as

healthy agingsmart health and elderly care policystaggered difference-in-differencesSubjective well-beingsubjective well-being inequality

Identifiers

PMID41836630
PMCPMC12979897

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

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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.