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Introduction: Type 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.
Methods: PubMed, 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%).
Results: The 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).
Conclusion: This 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.
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http://dx.doi.org/10.1007/s13300-025-01694-y | DOI Listing |
PLoS One
September 2025
School of Information Management and Engineering, Shanghai University of Finance and Economics, Shanghai, PR China.
E-tailers such as Amazon and Tmall can accurately recognize consumer interest in product categories and grasp current consumer trends through product recommendation algorithms and data-driven analysis. In this study, we develop a game-theoretic model to investigate the encroachment and information sharing decisions considering data-driven marketing (DDM). Our outcomes reveal that the manufacturer has the incentive to reduce the wholesale price to incentivize the e-tailer to increase the DDM effort when the spillover effect is high and the marginal cost is low.
View Article and Find Full Text PDFPLoS One
September 2025
Faculty of Business, Economics, and Statistics, University of Vienna, Vienna, Austria.
Charitable donations are often the most suitable available way to incentivize study participation, yet their optimal design remains unclear. In a preregistered field experiment, we invited 6,711 psychology faculty at top-200 universities to complete a survey in exchange for a US $5 donation to test whether allowing prospective participants to earmark the donation for a specific purpose increases study participation. Contrary to preregistered hypotheses derived from previous literature, the results showed no significant increase in study participation rates when participants could earmark their donation compared to a random allocation of funds.
View Article and Find Full Text PDFSci Prog
September 2025
School of International Finance and Trade, Shanghai International Studies University, Shanghai, China.
To explore the alleviating effect of digital supply chain finance (DSCF) on financing constraints experienced by small- and medium-sized enterprises (SMEs), with a view to promoting the digital transformation of enterprises. This observational study utilizes data from Chinese listed enterprises. The study's primary focus is on a selection of SRDI (abbreviation for "specialized, refined, distinctive, and innovative") enterprises in the electronics and machinery industries from 2013 to 2020.
View Article and Find Full Text PDFInt J Psychol
October 2025
School of Health Management, Xihua University, Chengdu, China.
The global decline in fertility rates highlights the critical need to enhance individuals' fertility intentions. Using the socio-ecological perspective, we reveal a largely overlooked yet crucial socio-ecological factor that influences individuals' fertility intentions. Specifically, we propose that relational mobility serves as a precursor to fertility intention.
View Article and Find Full Text PDFFuture Healthc J
September 2025
Manchester Heart Institute, Wythenshawe Hospital, Mancester University NHS Foundation Trust, M23 9LT, United Kingdom.
The General Medical Council (GMC) National training survey is a powerful tool that allows us to understand the quality of training based on feedback from resident doctors. The results of the 2022 study indicated that the training satisfaction in our cardiology department was below the national average in United Kingdom. We used local surveys and feedback meetings to better understands the nuances of our training environment and we successfully implemented change using the Kotter's 8-step change model to improve training satisfaction.
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