Evidence map›Paper›PMID 41657100›Full record

Trial reportDiabetes, obesity & metabolism2026

Effectiveness of behavioural economics-based financial incentives and social feedback on glycaemic control and physical activity in adults with newly diagnosed type 2 diabetes: A randomised control trial.

Cheryl W Y Lai, Harley H Y Kwok, Jiaxi Ye, Carmen S Ng, Pang Fai Chan, David V K Chao, Tsun-Kit Chu, Matthew M H Luk, Ming-Chuen Sin, Jenny H L Wang and 5 more

Abstract readRandomized Controlled TrialPragmatic Clinical Trial
In one paragraph

Trial report in Diabetes, obesity & metabolism, 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

15 authors.

Cheryl W Y LaiSchool of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong.
Harley H Y KwokSchool of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong.
Jiaxi YeSchool of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong.
Carmen S NgSchool of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong.
Pang Fai ChanDepartment of Family Medicine & Primary Health Care, United Christian Hospital, Hong Kong.
David V K ChaoDepartment of Family Medicine & Primary Health Care, United Christian Hospital, Hong Kong.
Tsun-Kit ChuDepartment of Family Medicine & Primary Health Care, Tuen Mun Hospital, Hong Kong.
Matthew M H LukDepartment of Family Medicine & Primary Health Care, United Christian Hospital, Hong Kong.
Ming-Chuen SinDepartment of Family Medicine & Primary Health Care, Hong Kong West Cluster, Hong Kong.
Jenny H L WangDepartment of Family Medicine & Primary Health Care, Hong Kong West Cluster, Hong Kong.
Man-Kin WongDepartment of Family Medicine & Primary Health Care, Tuen Mun Hospital, Hong Kong.
Gabriel M LeungSchool of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong.
Helen ZhiSchool of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong.
Parco M SiuSchool of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong.
Jianchao QuanSchool of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong.ORCID 0000-0002-8386-8512

Funding

Research Grants Council, University Grants Committee, Hong Kong Special Administrative Region, China 17607619
6 · The paper itself

Abstract

aimsTo assess the effectiveness of behavioural economics-based financial incentive and social comparison feedback in adults with newly diagnosed type 2 diabetes. MATERIALS AND

methodsWe conducted a pragmatic randomised control trial with 6-month intervention and 3-month post-intervention follow-up. Participants were randomised to three groups: financial incentive (FI), financial incentive and social comparison feedback (FS), and control. Intervention groups received loss-framed financial incentives to meet personalised weekly step-count targets, with the FS group additionally receiving peer encouragement. We performed intention-to-treat analysis with multiple imputation and generalised estimating equations (GEE).

resultsAmong 99 adults newly diagnosed with type 2 diabetes, mean HbA1c at baseline in the control, FI, and FS groups were as follows: 52.5 (NSGP: 7%) (SD: 5.4), 52.9 (7%) (4.1), and 54.5 (7.1%) (4.9) mmol/mol. There were no significant decreases in HbA1c, weight, cholesterol or triglycerides in the incentive groups versus control at 6 or 9 months. There were significant increases in step count and physical activity at 6 months compared to control (FI: +1283 steps/day, p < 0.001; FS: +1545 steps/day, p < 0.001; FS group +774 MET-minutes/week, p < 0.001).

conclusionsFinancial incentive and social comparison feedback improved physical activity in people newly diagnosed with type 2 diabetes but were insufficient to achieve a significant improvement in glycaemic control.

Indexed as

Diabetes Mellitus, Type 2Economics, BehavioralExerciseGlycemic ControlMotivationAdherence InterventionsAdultAgedBlood GlucoseFemaleGlycated HemoglobinHumansMaleMiddle AgedTreatment OutcomeBlood GlucoseGlycated Hemoglobinhemoglobin A1c protein, humanbehavioural economicsclinical trialdiabetesexerciseincentivesphysical activity

Identifiers

PMID41657100
PMCPMC13071219

What OpenQuestion holds

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Registered trials

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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.