Evidence map›Paper›PMID 42533411›Full record

ArticleJournal of genetic counseling2026

Development and Usability Testing of an Information Needs-Based Chatbot for Individuals With Pathogenic Variants in BRCA Genes in Korea: A Methodological Study.

Sun-Young Park, Youlim Kim, Maria C Katapodi, Sue Kim

Abstract read
In one paragraph

Article in Journal of genetic counseling, 2026. 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.

Sun-Young ParkCollege of Nursing, Research Institute of Nursing Innovation, Kyungpook National University, Daegu, South Korea.ORCID https://orcid.org/0000-0003-3560-8369
Youlim KimCollege of Nursing, Kosin University, Pusan, South Korea.ORCID https://orcid.org/0000-0002-4477-2489
Maria C KatapodiDepartment of Clinical Research, University of Basel, Basel, Switzerland.ORCID https://orcid.org/0000-0003-3903-3750
Sue KimCollege of Nursing, Mo-Im Kim Nursing Research Institute, 03722 Yonsei University, Seoul, South Korea.ORCID https://orcid.org/0000-0003-3785-2445

Funding

Korea Health Industry Development Institute HI19C1330Ministry of Education and the Daegu Metropolitan City, Korea 2025-Glocal30-03-001
6 · The paper itself

Abstract

Korean individuals with BRCA pathogenic/likely pathogenic (P/LP) variants have limited access to genetic counseling due to shortages of genetic professionals and lack of reimbursement. Despite the growing interest in digital health interventions, few digital counseling support tools have been designed to address the diverse information needs of this population. This study aimed to develop a user information needs-based chatbot for providing individualized information for individuals with BRCA pathogenic variants and to evaluate its usability. The chatbot, All about BRCA, was developed using a commercial chatbot platform through three stages from October 2021 to September 2022: identifying information needs via a systematic review and web-crawling analysis of patient-generative questions from online communities; developing a prototype chatbot validated by seven healthcare professionals and implementing it as rule-based system; conducting usability testing with individuals with P/LP variants in BRCA genes, using the modified mHealth App Usability Questionnaire and daily usage diaries. The modified mHealth App Usability Questionnaire scores were analyzed using descriptive statistics, and narrative diary data were analyzed using content analysis. Following iterative rounds of reviews and usability testing, the final chatbot comprised 10 information categories with 62 predefined question-scenario-responses. Nineteen participants evaluated the chatbot, yielding a mean modified mHealth App Usability Questionnaire score of 5.7 ± 0.8 out of 7. Scoring on all subscales, that is, ease of use, interface/satisfaction, and usefulness, exceeded 5.5. Responses on narrative diary data were predominantly positive, with users valuing systematic, detailed, and practical information. Key limitations of the chatbot included restricted question recognition and limited information depth. Despite limitations in question recognition, the chatbot demonstrated acceptable usability as a complementary tool to support individuals with BRCA pathogenic variants. It may help address constraints of limited consultation time and genetic expert shortages. Future development should strengthen conversational capabilities.

Indexed as

BRCA1 ProteinGenes, BRCA1Genes, BRCA2Genetic CounselingAdultFemaleHumansRepublic of KoreaSurveys and QuestionnairesBRCA1 Proteinchatbotgenetic counselinghereditary cancerinformation needsmobile healthusabilityuser feedbackweb‐crawling

Identifiers

PMID42533411
PMCPMC13424905

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.