Evidence map›Paper›PMID 41237371›Full record

ArticleJMIR aging2025

Factors Associated With the Ability To Keep Up With Technology Developments: Findings From a National Multigenerational Cross-Sectional Survey in Sweden.

Jens Offerman, Sofi Fristedt, Steven M Schmidt, Susanne Iwarsson

Abstract read
In one paragraph

Article in JMIR aging, 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

4 authors.

Jens OffermanDepartment of Health Sciences, Faculty of Medicine, Lund University, Solvegatan 19, Lund, Sweden, +46 722474006.ORCID http://orcid.org/0000-0002-8752-4258
Sofi FristedtDepartment of Health Sciences, Faculty of Medicine, Lund University, Solvegatan 19, Lund, Sweden, +46 722474006.ORCID http://orcid.org/0000-0003-2322-8115
Steven M SchmidtDepartment of Health Sciences, Faculty of Medicine, Lund University, Solvegatan 19, Lund, Sweden, +46 722474006.ORCID http://orcid.org/0000-0002-0878-735X
Susanne IwarssonDepartment of Health Sciences, Faculty of Medicine, Lund University, Solvegatan 19, Lund, Sweden, +46 722474006.ORCID http://orcid.org/0000-0002-6670-7952

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Digital technologies are increasingly central to supporting autonomy, health, and social participation in later life. However, disparities persist in the ability to keep up with technological developments, affecting individuals' opportunities to benefit from digital health and social innovations. Objective: This study aimed to investigate factors associated with individuals' self-reported ability to keep up with technological developments, focusing on generational differences, attitudes toward digital tools, and sociodemographic characteristics. Methods: We conducted a national cross-sectional online survey in Sweden with 2121 respondents aged 30 to 39 years, 50 to 59 years, and 70 to 79 years. Logistic regression analyses were used to identify associations between self-reported ability to keep up with technology and independent variables, including attitudes toward information and communication technology, gender, education, self-rated economic situation, and general health. Results: Most respondents reported being able to keep up with technological developments. Compared to the oldest generation (70-79 years), participants aged 30 to 39 years had 188% higher odds (odds ratio [OR] 2.88, 95% CI 1.84-4.53) of reporting they kept up with technology developments, and women had lower odds than men (OR 0.52, 95% CI 0.39-0.70). Positive attitudes toward information and communication technology being user-friendly (OR 1.81, 95% CI 1.21-2.73), timesaving (OR 2.03, 95% CI 1.44-2.87), and increasing independence (OR 1.99, 95% CI 1.33-2.96) were also significantly associated with keeping up. Conclusions: These findings suggest that digital inclusion in aging societies is shaped by complex and intersecting factors that go beyond age. Promoting equitable digital engagement requires addressing attitudinal, economic, and gender-related barriers and fostering inclusive technology design and support systems for both current and future generations of older adults.

Indexed as

AgingAttitude to ComputersDigital TechnologyAdultAgedAge FactorsCross-Sectional StudiesFemaleHumansLogistic ModelsMaleMiddle AgedOdds RatioSex FactorsSurveys and QuestionnairesSwedenagingdigital inclusiondigital literacygenerational differenceshealth equityICT attitudesinformation and communication technologytechnology adoption

Identifiers

PMID41237371
PMCPMC12617988

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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.