Evidence map›Paper›PMID 42185597›Full record

ArticleNPJ digital medicine2026

Motivational interviewing chatbot improves lifestyle in primary healthcare settings in a pragmatic randomised controlled trial.

Clive Ho Yin Wong, Mabel Ngai Kiu Wong, Wai Kai Hou, Fridolin Sze Thou Ting, Yuk Mun Ng, Chetwyn Che Hin Chan

Registry-linked trialAbstract read
In one paragraph

Article in NPJ digital medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05949320 ("Health in Mobile" - The e-Motivational-Interviewing Intervention for Community-dwelling Individuals With Chronic Diseases), which is not on this 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.

NCT05949320 nacompletednot on this map

"Health in Mobile" - The e-Motivational-Interviewing Intervention for Community-dwelling Individuals With Chronic Diseases

TypeinterventionalSponsorEducation University of Hong KongRan2023 to 2024Enrolled461ConditionsIntervention, Control GroupArmse-Motivational Interviewing
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.

Clive Ho Yin WongDepartment of Psychology, The Education University of Hong Kong, Hong Kong SAR, China.
Mabel Ngai Kiu WongDepartment of Psychology, The Education University of Hong Kong, Hong Kong SAR, China.
Wai Kai HouDepartment of Psychology, The Education University of Hong Kong, Hong Kong SAR, China.
Fridolin Sze Thou TingDepartment of Psychology, The Education University of Hong Kong, Hong Kong SAR, China.
Yuk Mun NgThe Hong Kong Society of Rehabilitation, Hong Kong SAR, China.
Chetwyn Che Hin ChanDepartment of Psychology, The Education University of Hong Kong, Hong Kong SAR, China. cchchan@eduhk.hk.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Non-communicable diseases (NCDs) impose escalating demands on community-based primary healthcare (PHC) systems globally. Motivational interviewing (MI) is effective but difficult to scale due to resource and training constraints. We conducted the first pragmatic trial evaluating whether an automated chatbot operationalising MI principles could improve lifestyle behaviours when integrated into routine PHC settings. This pragmatic, open-label, multicentre randomised controlled trial across three Hong Kong PHC facilities randomised 627 adults aged 45-75 with or at risk of hypertension or diabetes. Participants received either a 12-week automated MI chatbot intervention plus usual care or usual care alone. Modified intention-to-treat analysis (n = 460) showed significant improvements in the intervention group compared to usual care in physical activity (576 MET-min/week), fruit/vegetable intake (0.27 portions/day), and committed action (0.95 a.u.) at 12 weeks. Larger effects among adherent participants suggested a dose-response relationship. Exploratory subgroup analyses showed strong effects among participants with low baseline physical activity (537 MET-min/week) and systolic blood pressure reductions among hypertensive participants (-5.03 mmHg). Effects were sustained at 9-month follow-up. No serious adverse events were reported. This scalable MI chatbot offers a pragmatic approach to NCD prevention in resource-constrained settings. Trial registration: ClinicalTrials.gov, NCT05949320, registered 29 June 2023.

Identifiers

PMID42185597
PMCPMC13518966

What Socratic holds

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Registered trials

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 Socratic graph.