Evidence map›Paper›PMID 39928226›Full record

ArticleDiabetes therapy : research, treatment and education of diabetes and related disorders2025

Evaluating Financial Incentives as a Tool to Increase Medication Adherence for Patients with Type 2 Diabetes Mellitus: A Systematic Review and Meta-Analysis.

Debra Winberg, Tiange Tang, Zachary Ramsey, Alessandra N Bazzano, Elizabeth Nauman, Jian Li, Yilu Lin, Lizheng Shi

Abstract read
In one paragraph

Article in Diabetes therapy : research, treatment and education of diabetes and related disorders, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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

8 authors.

Debra WinbergDepartment of Health Policy and Management, Tulane University Celia, Scott Weatherhead School of Public Health and Tropical Medicine, 1440 Canal St, Suite 1900, New Orleans, LA, 70112, USA.ORCID http://orcid.org/0000-0003-2909-1455
Tiange TangDepartment of Health Policy and Management, Tulane University Celia, Scott Weatherhead School of Public Health and Tropical Medicine, 1440 Canal St, Suite 1900, New Orleans, LA, 70112, USA.
Zachary RamseyTulane University School of Medicine, 1430 Tulane Ave, New Orleans, LA, 70112, USA.
Alessandra N BazzanoDepartment of Maternal and Child Health, University of North Carolina Chapel Hill School of Global Public Health, Chapel Hill, USA.ORCID http://orcid.org/0000-0002-8299-2626
Elizabeth NaumanLouisiana Public Health Institute, 400 Poydras St Suite 1250, New Orleans, LA, 70130, USA.
Jian LiDepartment of Biostatistics, Tulane University Celia, Scott Weatherhead School of Public Health and Tropical Medicine, 1440 Canal St, New Orleans, LA, 70112, USA.
Yilu LinDepartment of Health Policy and Management, Tulane University Celia, Scott Weatherhead School of Public Health and Tropical Medicine, 1440 Canal St, Suite 1900, New Orleans, LA, 70112, USA.
Lizheng ShiDepartment of Health Policy and Management, Tulane University Celia, Scott Weatherhead School of Public Health and Tropical Medicine, 1440 Canal St, Suite 1900, New Orleans, LA, 70112, USA. Lshi1@tulane.edu.ORCID http://orcid.org/0000-0002-7827-6766

Funding

CDC HHS 1U18DP006523-01NCCDPHP CDC HHS U18 DP006523
6 · The paper itself

Abstract

introductionType 2 diabetes mellitus (T2DM) is a common chronic disease with high rates of complications. Although there are successful treatments, rates of medication non-adherence remain high. This study aims to evaluate the impact of financial incentives on medication adherence in people living with T2DM.

methodsPubMed, Scopus, and Embase were searched via the terms "medication adherence," "diabetes," and "financial/economic incentive." Data on study characteristics, incentive type, and impact were extracted. The outcome measures included the proportion of days covered (PDC), mean possession ratio (MPR), percent adherent (PDC/MPR > 80%), and others. Two pooled Bayesian meta-analyses were conducted, analyzing the mean differences in PDC or MPR and the percentage of adherent patients (MPR > 80%).

resultsThe search yielded 8244 results with 126 full-text articles reviewed. In total, 22 studies that met the inclusion criteria were included. Among these 22 studies, 16 reported that financial incentives significantly increased medication adherence in all, four reported that they did not lead to significant changes in adherence, and two studies reported differing results per subgroup. For the pooled meta-analyses, the effect of financial incentives on percent adherent was significant in three studies (weighted Cohen's D: 0.03, P = 0.02) and in the ten studies assessed PDC/MPR, financial incentives significantly increased adherence (weighted Cohen's D: 0.02, 95%, P < 0.01).

conclusionThis systematic review and meta-analysis demonstrated that financial incentives lead to statistically significant but possibly clinically irrelevant increases in medication adherence for patients living with T2DM.

Indexed as

AdherenceFinancial incentivesSystematic reviewType 2 diabetes mellitus

Identifiers

PMID39928226
PMCPMC11868475

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.