Evidence map›Paper›PMID 35329166›Full record

ArticleInternational journal of environmental research and public health2022

Exploring Families' Acceptance of Wearable Activity Trackers: A Mixed-Methods Study.

Amy V Creaser, Jennifer Hall, Silvia Costa, Daniel D Bingham, Stacy A Clemes

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed, 4 pooled it
–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

13 citing papers in PubMed, 4 syntheses or guidelines pooled it.

  1. Pooled it
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  7. Medical teleconsultation from the patient's perspective. A demographic segmentation.The European journal of health economics : HEPAC : health economics in prevention and care · 2025
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  12. Benefits of a Wearable Activity Tracker with Safety Features for Older Adults: An Intervention Study.International journal of environmental research and public health · 2022
    Article
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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

5 authors.

Amy V CreaserSchool of Sport, Exercise, and Health Sciences, Loughborough University, Loughborough LE11 3TU, UK.
Jennifer HallBradford Institute for Health Research, Bradford Teaching Hospitals Foundation Trust, Bradford BD9 6RJ, UK.
Silvia CostaSchool of Sport, Exercise, and Health Sciences, Loughborough University, Loughborough LE11 3TU, UK.
Daniel D BinghamBradford Institute for Health Research, Bradford Teaching Hospitals Foundation Trust, Bradford BD9 6RJ, UK.ORCID 0000-0002-5809-7357
Stacy A ClemesSchool of Sport, Exercise, and Health Sciences, Loughborough University, Loughborough LE11 3TU, UK.ORCID 0000-0001-5612-5898

Funding

National Institute for Health Research NIHR200166Wellcome Trust WT101587MA
6 · The paper itself

Abstract

backgroundThe family environment plays a crucial role in child physical activity (PA). Wearable activity trackers (wearables) show potential for increasing children's PA; however, few studies have explored families' acceptance of wearables. This study investigated the acceptability of using wearables in a family setting, aligning experiences with components of the Technology Acceptance Model and Theoretical Domains Framework.

methodsTwenty-four families, with children aged 5-9 years, took part in a 5-week study, where all members were provided with a Fitbit Alta HR for 4 weeks. Acceptability was measured using weekly surveys and pre-post-questionnaires. Nineteen families participated in a focus group. Quantitative and qualitative data were integrated using the Pillar Integration Process technique.

resultsPillars reflected (1) external variables impacting wearable use and PA and (2) wearable use, (3) ease of use, (4) usefulness for increasing PA and other health outcomes, (5) attitudes, and (6) intention to use a wearable, including future intervention suggestions.

conclusionsFamilies found the Fitbit easy to use and acceptable, but use varied, and perceived impact on PA were mixed, with external variables contributing towards this. This study provides insights into how wearables may be integrated into family-based PA interventions and highlights barriers and facilitators of family wearable use.

Indexed as

ExerciseFitness TrackersChildFocus GroupsHumansIntentionSurveys and QuestionnairesfeasibilityFitbitpillar integration processtechnology acceptance modeltheoretical domains framework

Identifiers

PMID35329166
PMCPMC8950917

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 OpenQuestion graph.