Evidence map›Paper›PMID 42334651›Full record

ArticleEuropean journal of ageing2026

Domain-specific Internet use and social participation in older adults: the role of affective attitudes toward digital device use.

Nicole Memmer, Sophie Kniepkamp, Anna Schlomann, Laura I Schmidt, Julia Krönung, Anna-Lena Schubert, Hans-Werner Wahl

Abstract read
In one paragraph

Article in European journal of ageing, 2026. 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

7 authors.

Nicole MemmerNetwork Aging Research, Heidelberg University, Bergheimer Straße 20, 69115, Heidelberg, Germany. memmer@nar.uni-heidelberg.de.ORCID http://orcid.org/0000-0002-9627-2494
Sophie KniepkampUniversity of Hagen, Hagen, Germany.
Anna SchlomannNetwork Aging Research, Heidelberg University, Bergheimer Straße 20, 69115, Heidelberg, Germany.ORCID http://orcid.org/0000-0003-0174-3490
Laura I SchmidtInstitute of Psychology, Heidelberg University, Heidelberg, Germany.ORCID http://orcid.org/0000-0002-8750-9242
Julia KrönungUniversity of Hagen, Hagen, Germany.ORCID http://orcid.org/0000-0003-0630-5457
Anna-Lena SchubertDepartment of Psychology, University of Mainz, Mainz, Germany.ORCID http://orcid.org/0000-0001-7248-0662
Hans-Werner WahlNetwork Aging Research, Heidelberg University, Bergheimer Straße 20, 69115, Heidelberg, Germany.ORCID http://orcid.org/0000-0003-0625-3239

Funding

Carl-Zeiss-Stiftung P2019-01-003; 2021-2026
6 · The paper itself

Abstract

Internet use plays an important role in social participation in later life, yet little is known about how different domains of Internet use are linked to social outcomes or which factors shape engagement in these domains. Using an integrative approach, this study examines cognitive and affective attitudes toward Information and Communication Technology (ICT), age, and gender as predictors of social, informational, and entertainment-related Internet use and investigates how these domains relate to subjective (loneliness) and objective (social activity) indicators of social participation. Data were drawn from the baseline assessment of the SMART-AGE randomized controlled trial, comprising 648 community-dwelling adults aged 67-93 years (M = 75.0, SD = 5.63; 52% female). The proposed structural equation model showed good fit to the data. Positive affective but not cognitive attitudes as well as younger age were significantly correlated with all three Internet use domains. Male gender was associated with greater informational and entertainment Internet use, but not with social use. Among the Internet use domains, social use was linked to lower loneliness, informational use was positively associated with social activity, and entertainment use was negatively associated with social activity. Taken together, these findings highlight the importance of affective attitudes in shaping engagement in different forms of Internet use and contribute to a more nuanced understanding of how different forms of Internet use are related to social participation in later life.

Indexed as

ICTLonelinessSocial activityTechnology acceptance

Identifiers

PMID42334651
PMCPMC13291274

What OpenQuestion holds

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LicenceCC BY
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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.