Evidence map›Paper›PMID 41084600›Full record

ArticleDigital health

Integrating wearable mobile health technologies into chronic heart failure management: Insights from a mixed-methods study and persona development.

Laura Svensson, Carolin Anders, Christoph Dieterich, Oliver Heinze, Petra Knaup, Lina Weinert

Abstract read
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Article in Digital health. 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

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

6 authors.

Laura SvenssonInstitute of Medical Informatics, Heidelberg University, Heidelberg, Germany.ORCID https://orcid.org/0000-0002-9179-5253
Carolin AndersInstitute of Medical Informatics, Heidelberg University, Heidelberg, Germany.ORCID https://orcid.org/0000-0003-3963-1064
Christoph DieterichKlaus Tschira Institute for Integrative Computational Cardiology, Department of Internal Medicine III, Heidelberg University, German Center for Cardiovascular Research (DZHK), Heidelberg, Germany.ORCID https://orcid.org/0000-0001-9468-6311
Oliver HeinzeRheinMain University of Applied Sciences, Wiesbaden, Germany.ORCID https://orcid.org/0000-0002-6294-941X
Petra KnaupInstitute of Medical Informatics, Heidelberg University, Heidelberg, Germany.ORCID https://orcid.org/0000-0002-1104-0628
Lina WeinertInstitute of Medical Informatics, Heidelberg University, Heidelberg, Germany.ORCID https://orcid.org/0000-0003-2733-1267

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Chronic heart failure (CHF) affects over 64 million people globally and often reduces quality of life (QoL), contributing to higher mortality. Wearable devices offer opportunities for continuous monitoring and self-management. However, patient characteristics and perceptions of wearables vary, and healthcare practitioners (HCPs) lack guidance on identifying patients who would benefit from such tools. This study investigates patients' experiences with wearables for self-monitoring and develops personas to assist HCPs in tailoring CHF management. Methods: A mixed-methods approach was used, combining qualitative semi-structured interviews and quantitative QoL data via the Kansas City Cardiomyopathy Questionnaire (KCCQ-12). CHF patients received an Apple Watch and iPhone SE for tracking vital data and completing questionnaires and participated in semi-structured interviews. Descriptive analysis of KCCQ-12 scores and thematic analysis of interview transcripts informed the creation of patient personas based on previous findings. Results: Thematic analysis identified six main themes, including self-monitoring practices, barriers, and factors influencing acceptance. Most patients used wearables daily, reporting benefits like increased health awareness and improved communication with doctors. Barriers included technical issues and difficulty integrating study devices with personal ones. Quantitative analysis suggested a tendency toward higher QoL among interview participants. Four personas emerged, reflecting varying levels of motivation, literacy, and disease burden. Conclusion: Wearables show promise for improving CHF self-management by enhancing health awareness and providing reassurance. However, technical issues and integration challenges remain barriers. The developed personas offer HCPs a practical tool to personalize care and identify patients most likely to benefit from wearables.

Indexed as

Chronic heart failuremobile healthqualitative methodsquality of lifewearables

Identifiers

PMID41084600
PMCPMC12515331

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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.