Evidence map›Paper›PMID 42809297›Full record

ArticleJournal of medical Internet research2026

Conversational Agents for Asthma and Chronic Obstructive Pulmonary Disease Management: Scoping Review.

Nurfaizah Binte Hassan, Tiang Peng Teo, Mei Fong Liew, Wee Hian Tan, Wenjie Wu, Timotius Marvin Tan, Siti Aisah Binte Mustafah, Deborah Wan Qin Poh, Hong-Gu He, Joanne Huiyi Khor and 3 more

Abstract readScoping Review
In one paragraph

Article in Journal of medical Internet research, 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

13 authors.

Nurfaizah Binte HassanDepartment of Nursing, National University Hospital, National University Health System, Singapore, Singapore.ORCID http://orcid.org/0009-0005-2285-4458
Tiang Peng TeoAlice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Block MD6, Level 5, 14 Medical Drive, Singapore, 117599, Singapore, +65 6516 7791.ORCID http://orcid.org/0009-0001-9499-6325
Mei Fong LiewDivision of Respiratory and Critical Care Medicine, Alexandra Hospital, National University Health System, Singapore, Singapore.ORCID http://orcid.org/0000-0002-8880-004X
Wee Hian TanNational University Polyclinics, National University Health System, Singapore, Singapore.ORCID http://orcid.org/0000-0003-1114-4133
Wenjie WuGroup Chairman Medical Board Office, National University Health System, Singapore, Singapore.
Timotius Marvin TanNational University Health System, Singapore, Singapore.ORCID http://orcid.org/0009-0006-7909-5840
Siti Aisah Binte MustafahNational University Polyclinics, National University Health System, Singapore, Singapore.ORCID http://orcid.org/0009-0007-2898-0783
Deborah Wan Qin PohAlice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Block MD6, Level 5, 14 Medical Drive, Singapore, 117599, Singapore, +65 6516 7791.
Hong-Gu HeAlice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Block MD6, Level 5, 14 Medical Drive, Singapore, 117599, Singapore, +65 6516 7791.ORCID http://orcid.org/0000-0001-8545-1123
Joanne Huiyi KhorNational University Polyclinics, National University Health System, Singapore, Singapore.ORCID http://orcid.org/0000-0003-1414-3136
Genevieve Mei Yun TanDivision of Respiratory and Critical Care Medicine, Alexandra Hospital, National University Health System, Singapore, Singapore.
Si Qi YoongDuke-NUS Medical School, Singapore, Singapore.ORCID http://orcid.org/0000-0003-0102-7793
Ying JiangAlice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Block MD6, Level 5, 14 Medical Drive, Singapore, 117599, Singapore, +65 6516 7791.ORCID http://orcid.org/0000-0002-1496-0825

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Asthma and chronic obstructive pulmonary disease (COPD) affect more than 650 million people worldwide and remain leading causes of disability, with a rising burden as populations age. Conversational agents (CAs) may offer a more interactive alternative. However, the evidence in obstructive lung disease has not been mapped. Objective: The aim of this study is to map the literature on CA use in asthma and COPD, to describe the roles they have been designed to perform, the outcomes that have been measured, and to map the study designs and methods characterizing the current evidence. Methods: A scoping review was conducted following the Arksey and O'Malley framework. A total of 9 databases (CINAHL, CENTRAL, Embase, IEEE Xplore, PubMed, ProQuest, Scopus, Web of Science, and Google Scholar) were searched from January 1, 2014, to February 22, 2025. Data were synthesized using inductive content analysis and organized via the Patterns, Advances, Gaps, Evidence for Practice, and Research Recommendations (PAGER) framework. Reporting followed PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) guidelines. Results: A total of 6275 records were screened, and 16 reports from 15 studies were included. Studies reported CAs being used for information provision and patient education, health data collection, and emotional or motivational support. Only 4 studies measured direct clinical outcomes (eg, asthma control or medication adherence). Reported usability and satisfaction findings were mixed, with recurring concerns about conversational flow, responsiveness, trust, and personalization. Conclusions: The evidence base for CAs in asthma and COPD remains in early developmental stages. It consists mainly of small feasibility, developmental, and pilot studies, providing limited evidence on whether CAs improve clinical outcomes. Current evidence can mainly describe the roles CAs have been designed to perform and the user-experience factors that influence engagement. Adequately powered, longitudinal trials using clinically meaningful and standardized endpoints are required before effectiveness can be assessed. Future development should place patients, as the end users, at the center of co-design, with clinicians, including nurses, involved to ensure clinical relevance and safe integration into care.

Indexed as

AsthmaCommunicationGenerative Artificial IntelligencePulmonary Disease, Chronic ObstructiveHumansAIasthmachatbotchronic obstructive pulmonary diseaseconversational agentsCOPDobstructive lung diseases

Identifiers

PMID42809297
PMCPMC13622067

What OpenQuestion holds

Textmetadata
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.