ArticleDiabetes care2025
Financial Incentives, Income Supplementation, Cash Transfer, and Universal Basic Income Interventions in Diabetes: Understanding Differences and Effectiveness: A Scoping Review.
Article in Diabetes care, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
4 citing papers in PubMed.
- Analysis of Anxiety and Depression Status and Risk Factors in Postmenopausal Women With Diabetes Mellitus Complicated by Hypothyroidism.Actas espanolas de psiquiatria · 2026Article
- Pilot randomized trial of cash transfer interventions to improve health outcomes in low income adults with poorly controlled type 2 diabetes: Study protocol and baseline characteristics.Contemporary clinical trials · 2026Article
- The impact of monetary incentives and gamification on glucose levels: real-world assessment in people with diabetes.Scientific reports · 2025Article
- Behavioural and metabolic mediators of socioeconomic inequalities in type 2 diabetes: comparing counterfactual and traditional mediation analysis.European journal of public health · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
The objective of this review is to evaluate and summarize the evidence base for the effects of monetary intervention approaches (the use of positive monetary reinforcers and gains) on diabetes outcomes. A reproducible search using OVID Medline, PubMed, Scopus, and CINAHL was conducted. Articles published from database creation up to July 2024 were searched. Outcomes included hemoglobin A1c (HbA1c), LDL, BMI, blood pressure, quality of life (QOL), psychosocial factors, self-care behaviors, and diabetes complications. A total of 13 articles met inclusion criteria and were included for final synthesis. Looking at the monetary approach across each study, eight used financial incentives, three used a form of income supplementation, one used cash transfers, and one used a combination of income supplementation and financial incentives. Ten of the 13 studies found statistically significant and clinically meaningful changes in HbA1c. For participants receiving interventions, change in HbA1c ranged from 0.19% to 1.74% for interventions incorporating financial incentives, 0.7% to 1.3% for interventions incorporating income supplementation, and 0.2% to 0.7% for the study incorporating cash transfers. Overall, evidence supports the relationship between monetary approaches, diabetes-related outcomes, and self-care behaviors across monetary approaches. Future studies should consider comparison between different monetary approaches using designs that will allow identification of effective strategies. As these approaches are theoretically and structurally different, pathways identifying the underlying mechanisms of change are greatly needed to advance the field.
Indexed as
Identifiers
What Socratic holds
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.