Evidence map›Paper›PMID 41620620›Full record

ArticleBMC geriatrics2026

Associations between technology use, perceived burdensomeness, and independence among rural older adults.

Betül Bal, Emine Apaydin

Abstract read
In one paragraph

Article in BMC geriatrics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

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.

2 · The registry

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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.

Betül BalNursing Department, Akdağmadeni School of Health, Yozgat Bozok University, Yozgat, Türkiye. betul.bal@yobu.edu.tr.ORCID 0000-0002-8796-0324
Emine ApaydinMedical Services and Techniques Department, Vocational School of Health Services, Bayburt University, Bayburt, Türkiye.ORCID 0000-0002-6378-0636

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThis study aims to examine the relationships among perceived burdensomeness, technology use habits, and activities of daily living (ADL) in older adults residing in rural areas.

methodsThis descriptive correlational study was conducted with 384 older adults living in rural areas in two different regions of Turkey. Data were collected using an Information Form, the Geriatric Perceived Burdensomeness Scale, the Barthel Index for Activities of Daily Living, and the Technology Use Habits Scale.

resultsPerceived burdensomeness was moderately and negatively correlated with ADL (r = - 0.484, p < 0.001), whereas technology use habits were weakly but positively correlated with BADL (r = 0.192, p < 0.001). In the hierarchical regression analysis, technology use habits showed a positive and statistically significant association with ADL in the initial model (β = 0.189, p < 0.001). When perceived burdensomeness was added to the model, it emerged as a strong negative predictor of ADL (β = -0.497, p < 0.001), substantially increasing the explained variance. In the fully adjusted model, perceived burdensomeness, age, digital device use, and duration of digital device use were significantly associated with ADL, whereas age did not significantly affect the relationship between perceived burdensomeness and ADL. Overall, perceived burdensomeness and technology use habits were identified as key factors related to functional independence among rural older adults.

conclusionThe findings of this study indicate that perceived burdensomeness and technology use habits are closely associated with independence in activities of daily living among older adults living in rural areas. These findings indicate an association between technology use and perceived burdensomeness and provide a foundation for future research in nursing practice and rural health services. Future research is recommended to focus on evaluating technology-based and psychosocial interventions that support independence and psychosocial well-being in rural older populations. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Activities of Daily LivingIndependent LivingPerceptionRural PopulationAgedAged, 80 and overFemaleHumansMaleTurkeyActivities of daily livingBurdenOlder adultsRuralTechnology

Identifiers

PMID41620620
PMCPMC12947421

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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.