Evidence map›Paper›PMID 40063936›Full record

ArticleJMIR formative research2025

Testing and Iterative Improvement of the CEN ISO/TS 82304-2 Health App Quality Assessment: Pilot Interrater Reliability Study.

Anna-Lena Frey, Diana Matei, Ben Phillips, Adam McCabe, Rachel Fuller, Begoña Laibarra, Laura Alonso, Victor de la Hoz, Carme Pratdepadua Bufill, Berta Llebot Casajuana and 8 more

Abstract read
In one paragraph

Article in JMIR formative research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. 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

18 authors.

Anna-Lena FreyOrganisation for the Review of Care and Health Apps (ORCHA), Daresbury, United Kingdom.ORCID 0000-0003-1653-3023
Diana MateiOrganisation for the Review of Care and Health Apps (ORCHA), Daresbury, United Kingdom.ORCID 0009-0008-5434-741X
Ben PhillipsOrganisation for the Review of Care and Health Apps (ORCHA), Daresbury, United Kingdom.ORCID 0009-0006-4865-5542
Adam McCabeOrganisation for the Review of Care and Health Apps (ORCHA), Daresbury, United Kingdom.ORCID 0000-0001-7784-4533
Rachel FullerOrganisation for the Review of Care and Health Apps (ORCHA), Daresbury, United Kingdom.ORCID 0009-0007-2215-398X
Begoña LaibarraSoftware Quality Systems, Getxo, Spain.ORCID 0009-0004-8136-286X
Laura AlonsoSoftware Quality Systems, Getxo, Spain.ORCID 0009-0003-9999-4120
Victor de la HozSoftware Quality Systems, Getxo, Spain.ORCID 0009-0008-5168-6010
Carme Pratdepadua BufillTIC Social Health Foundation, Ministry of Health, Government of Catalonia, Barcelona, Spain.ORCID 0000-0002-2540-7638
Berta Llebot CasajuanaTIC Social Health Foundation, Ministry of Health, Government of Catalonia, Barcelona, Spain.ORCID 0009-0002-7674-974X
Giuseppe D'AvenioNational Center for Innovative Technologies in Public Health, National Institute of Health, Rome, Italy.ORCID 0000-0002-9717-2487
Pier Angelo SottileBI Health Srl, Rome, Italy.ORCID 0000-0002-6329-6684
Laura Melania RocchiBaasBox Srl, Rome, Italy.ORCID 0009-0002-4064-1198
Matteo ErreraBaasBox Srl, Rome, Italy.ORCID 0009-0003-0500-860X
Yasmine LaaissaouiTherAppX, Granby, QC, Canada.ORCID 0009-0002-6102-2476
Michael CardinalTherAppX, Granby, QC, Canada.ORCID 0009-0000-3855-6547
Menno KokEIT Health Belgium and The Netherlands, Rotterdam, The Netherlands.ORCID 0009-0005-3116-6892
Petra HoogendoornNational eHealth Living Lab, Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, The Netherlands.ORCID 0000-0003-3824-648X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWith the increasing use of health apps and ongoing concerns regarding their safety, effectiveness, and data privacy, numerous health app quality assessment frameworks have emerged. However, assessment initiatives experience difficulties scaling, and there is currently no comprehensive, consistent, internationally recognized assessment framework. Therefore, health apps often need to undergo several quality evaluations to enter different markets, leading to duplication of work. The CEN ISO/TS 82304‑2 health app assessment seeks to address this issue, aiming to provide an internationally accepted quality evaluation through a network of assessment organizations located in different countries.

objectiveThis study aimed to develop and evolve the draft CEN ISO/TS 82304-2 assessment handbook and developer guidance by testing them across organizations in several countries.

methodsAssessment organizations from 5 countries were engaged to evaluate 24 health apps using the evolving CEN ISO/TS 82304-2 assessment across 3 evaluation rounds. The information submitted by a given health app developer was evaluated by 2 assessment organizations, and interrater reliability was examined. In addition, app developers and assessors were asked to report how much time they spent on information collation or evaluation and to rate the clarity of the developer guidance or assessor handbook, respectively. The collected data were used to iteratively improve the handbook and guidance between rounds.

resultsThe interrater reliability between assessment organizations improved from round 1 to round 2 and stayed relatively stable between rounds 2 and 3, with 80% (55/69) of assessment questions demonstrating moderate or better (Gwet AC1>0.41) agreement in round 3. The median time required by developers to prepare the assessment information was 8 hours and 59 minutes (IQR 5.7-27.1 hours) in round 3, whereas assessors reported a median evaluation time of 8 hours and 46 minutes (IQR 7.1-11.0 hours). The draft guidance and handbook were generally perceived as clear, with a median round-3 clarity rating of 1.73 (IQR 1.64-1.90) for developers and 1.78 (IQR 1.71-1.89) for assessors (0="very unclear", 1="somewhat unclear", and 2="completely clear").

conclusionsTo our knowledge, this is the first study to examine the consistency of health app evaluations across organizations located in different countries. Given that the CEN ISO/TS 82304-2 guidance and handbook are still under development, the interrater reliability findings observed at this early stage are promising, and this study provided valuable information for further refinement of the assessment. This study marks an important first step toward establishing the CEN ISO/TS 82304-2 assessment as a consistent, cross-national health app evaluation. It is envisioned that the assessment will ultimately help avoid duplication of work, prevent inequities by facilitating access to smaller markets for developers, and build trust among users, thereby increasing the adoption of high-quality health apps.

Indexed as

Mobile ApplicationsTelemedicineHumansPilot ProjectsReproducibility of Resultsassessment frameworkdigital healthhealth appsinterrater reliabilitymobile healthquality evaluation

Identifiers

PMID40063936
PMCPMC11933745

What OpenQuestion holds

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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.