Evidence map›Paper›PMID 41149159›Full record

ArticleEuropean journal of investigation in health, psychology and education2025

Association of Internet Use Frequency and Purpose with Subjective Well-Being in Japanese Older Adults: A Cross-Sectional Exploratory Study from the Chofu-Digital-Choju Project.

Tsubasa Nakada, Kayo Kurotani, Satoshi Seino, Takako Kozawa, Shinichi Murota, Miki Eto, Junko Shimasawa, Yumiko Shimizu, Shinobu Tsurugano, Fuminori Katsukawa and 10 more

Abstract read
In one paragraph

Article in European journal of investigation in health, psychology and education, 2025. 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

20 authors.

Tsubasa NakadaGraduate School of Informatics and Engineering, The University of Electro-Communications, Tokyo 182-8585, Japan.ORCID 0000-0003-3678-1534
Kayo KurotaniGraduate School of Life Sciences, Showa Women's University, Tokyo 154-8533, Japan.ORCID 0000-0002-0109-6046
Satoshi SeinoInstitute of Well-Being, Yamagata University, Yamagata 990-9585, Japan.ORCID 0000-0002-3620-8730
Takako KozawaFaculty of Human Health, Komazawa Women's University, Tokyo 206-8511, Japan.ORCID 0009-0003-6126-6953
Shinichi MurotaFaculty of Humanities and Social Sciences, Tokyo Metropolitan University, Tokyo 192-0397, Japan.
Miki EtoFaculty of Human Sciences, Osaka University of Economics, Osaka 533-8533, Japan.
Junko ShimasawaSchool of Nursing, The Jikei University, Tokyo 182-8570, Japan.
Yumiko ShimizuSchool of Nursing, The Jikei University, Tokyo 182-8570, Japan.ORCID 0000-0001-7512-3302
Shinobu TsuruganoCenter for Health Sciences and Counseling, Kyushu University, Fukuoka 819-0395, Japan.ORCID 0000-0002-5685-2136
Fuminori KatsukawaSports Medicine Research Center, Keio University, Yokohama 223-8521, Japan.ORCID 0000-0002-6122-8696
Kazunori SakamotoGreen Computing Systems Research Organization, Waseda University, Tokyo 169-8050, Japan.ORCID 0000-0002-8597-8512
Hironori WashizakiFaculty of Science and Engineering, School of Fundamental Science and Engineering, Waseda University, Tokyo 169-8050, Japan.ORCID 0000-0002-1417-9879
Yo IshigakiResearch Center for Realizing Sustainable Societies, The University of Electro-Communications, Tokyo 182-8585, Japan.ORCID 0000-0001-7284-0381
Maki SakamotoGraduate School of Informatics and Engineering, The University of Electro-Communications, Tokyo 182-8585, Japan.ORCID 0000-0001-6241-8670
Keiki TakadamaInformation Technology Center, The University of Tokyo, Chiba 277-0882, Japan.ORCID 0009-0007-0916-5505
Keiji YanaiGraduate School of Informatics and Engineering, The University of Electro-Communications, Tokyo 182-8585, Japan.ORCID 0000-0002-0431-183X
Osamu MatsuoGraduate School of Informatics and Engineering, The University of Electro-Communications, Tokyo 182-8585, Japan.
Chiyoko KameueGraduate School of Informatics and Engineering, The University of Electro-Communications, Tokyo 182-8585, Japan.
Hitomi SuzukiOffice for Research Management, The University of Electro-Communications, Tokyo 182-8585, Japan.
Kazunori OhkawaraGraduate School of Informatics and Engineering, The University of Electro-Communications, Tokyo 182-8585, Japan.ORCID 0000-0002-2098-8840

Funding

Chofu City NoneJST_SPRING JPMJSP2131
6 · The paper itself

Abstract

The association between patterns of internet use for older adults' well-being is unclear. We examined the association between the frequency and purpose of internet use and subjective well-being in older Japanese adults. We analyzed cross-sectional data from 2343 community-dwelling older adults (aged 65-84 years). Subjective well-being was measured using the World Health Organization Well-Being Index as a continuous score, and internet use was categorized by frequency and purpose. Hierarchical linear regression analysis was controlled for sociodemographic and health-related covariates. After full adjustment, only daily (B = 1.04, 95% CI [0.53, 1.56]) and dual-purpose use (i.e., for both practical and social communication purposes; B = 0.80, 95% CI [0.28, 1.31]) were independently associated with higher well-being. The analysis of the combined patterns further suggested that daily use was the primary factor. For older adults, regularity of internet use was more strongly associated with well-being than diversity of purpose. Daily integration appears to be a key factor for realizing benefits, suggesting that sustained practice is the foundational step in building the digital capital necessary for a flourishing later life. Longitudinal studies are needed to confirm these findings and untangle the causal relationship between sustained internet use and improved well-being among older adults.

Indexed as

agingdigital capitaldigital divideinternet usesubjective well-beingWHO-5

Identifiers

PMID41149159
PMCPMC12562976

What Socratic holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

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 Socratic graph.