SynthesisPloS one2014
The effectiveness of financial incentives for health behaviour change: systematic review and meta-analysis.
Synthesis in PloS one, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02548182 (Enhancing Physical Activity and Weight Reduction Through Smartcare and Financial Incentives), which is not on this map. Cited by 215 papers, 27 of them syntheses that pooled 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.
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.
Enhancing Physical Activity and Weight Reduction Through Smartcare and Financial Incentives: A Pilot Randomized Controlled Trial
Who cites it
215 citing papers in PubMed, 27 syntheses or guidelines pooled it.
- Enhancing Weight Loss Programs: A Meta-Analysis of Financial Incentives and Behavior Change Techniques.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2026Pooled it
- Feasibility and Effectiveness of Portable/Remote Heart Rate Variability (HRV) Biofeedback Training in Treating Stress and Mental Health Difficulties: A Systematic Review.Applied psychophysiology and biofeedback · 2026Pooled it
- Evidence for incentive-based strategies to promote breastfeeding: a systematic literature review of randomised controlled trials.BMC pregnancy and childbirth · 2025Pooled it
- Estimating the effects of interventions on increasing vaccination: systematic review and meta-analysis.BMJ global health · 2025Pooled it
- Incentives for smoking cessation.The Cochrane database of systematic reviews · 2025Pooled it
- The impact of financial incentives on physical activity for employees in the context of workplace health promotion: a systematic review.Journal of occupational health · 2024Pooled it
- Interventions for improving coverage of childhood immunisation in low- and middle-income countries.The Cochrane database of systematic reviews · 2023Pooled it
- Pooled it
- Evaluation of the Effectiveness of Behavioral Economic Incentive Programs for Goal Achievement on Healthy Diet, Weight Control and Physical Activity: A Systematic Review and Network Meta-analysis.Annals of behavioral medicine : a publication of the Society of Behavioral Medicine · 2023Pooled it
- Understanding health behaviours in context: A systematic review and meta-analysis of ecological momentary assessment studies of five key health behaviours.Health psychology review · 2022Pooled it
- Effectiveness of Incentives for Improving Diabetes-Related Health Indicators in Chronic Disease Lifestyle Modification Programs: a Systematic Review and Meta-Analysis.Preventing chronic disease · 2022Pooled it
- Can incentives improve antipsychotic adherence in major mental illness? A mixed-methods systematic review.BMJ open · 2022Pooled it
- Describing workplace interventions aimed to improve health of staff in hospital settings - a systematic review.BMC health services research · 2022Pooled it
- Addition of Financial Incentives to Mailed Outreach for Promoting Colorectal Cancer Screening: A Systematic Review and Meta-analysis.JAMA network open · 2021Pooled it
- Pooled it
- Privacy nudges for disclosure of personal information: A systematic literature review and meta-analysis.PloS one · 2021Pooled it
- Design of financial incentive interventions to improve lifestyle behaviors and health outcomes: A systematic review.Wellcome open research · 2021Pooled it
- Improving oral health in people with severe mental illness (SMI): A systematic review.PloS one · 2021Pooled it
- Pooled it
- Behavioral trainings and manipulations to reduce delay discounting: A systematic review.Psychonomic bulletin & review · 2019Pooled it
155 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
backgroundFinancial incentive interventions have been suggested as one method of promoting healthy behaviour change.
objectivesTo conduct a systematic review of the effectiveness of financial incentive interventions for encouraging healthy behaviour change; to explore whether effects vary according to the type of behaviour incentivised, post-intervention follow-up time, or incentive value. DATA SOURCES: Searches were of relevant electronic databases, research registers, www.google.com, and the reference lists of previous reviews; and requests for information sent to relevant mailing lists. ELIGIBILITY CRITERIA: Controlled evaluations of the effectiveness of financial incentive interventions, compared to no intervention or usual care, to encourage healthy behaviour change, in non-clinical adult populations, living in high-income countries, were included. STUDY APPRAISAL AND SYNTHESIS: The Cochrane Risk of Bias tool was used to assess all included studies. Meta-analysis was used to explore the effect of financial incentive interventions within groups of similar behaviours and overall. Meta-regression was used to determine if effect varied according to post-intervention follow up time, or incentive value.
resultsSeventeen papers reporting on 16 studies on smoking cessation (n = 10), attendance for vaccination or screening (n = 5), and physical activity (n = 1) were included. In meta-analyses, the average effect of incentive interventions was greater than control for short-term (≤ six months) smoking cessation (relative risk (95% confidence intervals): 2.48 (1.77 to 3.46); long-term (>six months) smoking cessation (1.50 (1.05 to 2.14)); attendance for vaccination or screening (1.92 (1.46 to 2.53)); and for all behaviours combined (1.62 (1.38 to 1.91)). There was not convincing evidence that effects were different between different groups of behaviours. Meta-regression found some, limited, evidence that effect sizes decreased as post-intervention follow-up period and incentive value increased. However, the latter effect may be confounded by the former.
conclusionsThe available evidence suggests that financial incentive interventions are more effective than usual care or no intervention for encouraging healthy behaviour change.
trial registrationPROSPERO CRD42012002393.
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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 OpenQuestion graph.