Evidence mapPaperPMID 39808530Full record

ArticleDiabetes care2025

Financial Incentives, Income Supplementation, Cash Transfer, and Universal Basic Income Interventions in Diabetes: Understanding Differences and Effectiveness: A Scoping Review.

Leonard E Egede, Jennifer A Campbell, Sebastian Linde, Rebekah J Walker

Abstract readScoping Review
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
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

4 authors.

Leonard E EgedeDivision of Population Health, Department of Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY.ORCID 0000-0003-1546-1515
Jennifer A CampbellDivision of Population Health, Department of Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY.
Sebastian LindeDepartment of Health Policy and Management, School of Public Health, Texas A&M University, College Station, TX.
Rebekah J WalkerDivision of Population Health, Department of Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY.ORCID 0000-0002-7773-557X

Funding

HOME DM-BAT: Home-based Diabetes-Modified Behavioral Activation Treatment for Low Income Seniors with T2DMR01DK118038 · NIDDK · MEDICAL COLLEGE OF WISCONSIN · PI Leonard E. Egede · 2022 to 2023
$1.3M
Lowering the Impact of Food insecurity in African American Adults with Type 2 Diabetes Mellitus (LIFT-DM)R01MD013826 · NIMHD · MEDICAL COLLEGE OF WISCONSIN · PI Leonard E. Egede, Rebekah J Walker · 2022 to 2023
$1.3M
Cardiovascular Risk Reduction for Adults with Food Insecurity (CVD-FIT)R01MD018721 · STATE UNIVERSITY OF NEW YORK AT BUFFALO · 2025 to 2025
$657k
Impact of structural racism on hospital/clinic closures, community assets, and health outcomes in urban communitiesR01MD018012 · STATE UNIVERSITY OF NEW YORK AT BUFFALO · 2025 to 2025
$631k
Structural Racism and Disparities in Social Risk, Human Capital, Health Care Resources, and Health Outcomes: A Multi-level Analysis of Pathways and Policy Levers for ChangeR01MD017574 · STATE UNIVERSITY OF NEW YORK AT BUFFALO · 2025 to 2025
$626k
Conditional Cash Transfer Intervention to Improve Health Outcomes among Inner-City African Americans with T2DMK01DK131319 · NIDDK · STATE UNIVERSITY OF NEW YORK AT BUFFALO · 2023 to 2025
$412k
NIDDK NIH HHS K01 DK131319NIDDK NIH HHS K01DK131319NIDDK NIH HHS L30 DK130040NIDDK NIH HHS R01 DK118038NIDDK NIH HHS R01 DK120861NIMHD NIH HHS R01 MD013826NIMHD NIH HHS R01MD013826NIMHD NIH HHS R01 MD017574NIMHD NIH HHS R01 MD018012NIMHD NIH HHS R01 MD018721
6 · The paper itself

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

Diabetes MellitusIncomeMotivationGlycated HemoglobinHumansQuality of LifeSelf CareGlycated Hemoglobin

Identifiers

PMID39808530
PMCPMC11870298

What Socratic 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 Socratic graph.