Adolescent-Preferred financial incentives to promote type 1 diabetes Self-Care: A discrete choice experiment

IF 6.1 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM Diabetes research and clinical practice Pub Date : 2024-08-07 DOI:10.1016/j.diabres.2024.111798
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Abstract

Aims

This study aimed to quantify preferences for the characteristics of a financial incentives program that would motivate adolescent engagement in type 1 diabetes (T1D) self-care.

Method

We performed a discrete choice experiment with 12–18 year-olds with T1D from two pediatric hospital endocrinology clinics (n = 317). We identified key attributes of incentives: (1) monthly value of the reward, (2) payment structure, and (3) difficulty of incentivized behaviors. In twelve choice questions, adolescents chose the incentive option from a pair of profiles that was more likely to motivate them to increase adherence to recommended self-care. Options presented were tailored to adolescents’ T1D technology use and perceived difficulty of completing each behavior. We analyzed data using a conditional logit model.

Results

The value of the reward accounted for 60.8% of preferences. Adolescents were willing to accept lower value rewards when incentive payments used positive vs. negative reinforcement (−$10.88 (95% CI: −$12.60, −9.24)) and preferred higher incentives for performing hard vs. easier behaviors (+$14.92 (95% CI: +$12.66, +$17.28)).

Conclusions

Stated preferences can inform intervention design. Future research will evaluate the external validity of the discrete choice experiment-informed intervention design by assessing adolescent health and behavioral outcomes in a randomized controlled trial.

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促进 1 型糖尿病自我护理的青少年首选经济激励措施:离散选择实验。
目的:本研究旨在量化激励青少年参与 1 型糖尿病(T1D)自我护理的经济激励计划的特征偏好:我们对来自两家儿科医院内分泌诊所的 12-18 岁 T1D 患者(n = 317)进行了离散选择实验。我们确定了激励措施的关键属性:(1)奖励的月价值;(2)支付结构;(3)激励行为的难度。在十二道选择题中,青少年从一对更有可能激励他们坚持建议的自我保健的方案中选择激励方案。所提供的选项是根据青少年使用 T1D 技术的情况和完成每种行为的感知难度量身定制的。我们使用条件对数模型对数据进行了分析:结果:奖励的价值占偏好的 60.8%。当奖励支付采用正强化与负强化时,青少年愿意接受价值较低的奖励(-10.88 美元(95% CI:-12.60 美元,-9.24 美元)),而当奖励支付采用较难完成与较易完成的行为时,青少年更愿意接受价值较高的奖励(+14.92 美元(95% CI:+12.66 美元,+17.28 美元)):结论:陈述偏好可以为干预设计提供参考。未来的研究将通过在随机对照试验中评估青少年的健康和行为结果来评估离散选择实验干预设计的外部有效性。
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来源期刊
Diabetes research and clinical practice
Diabetes research and clinical practice 医学-内分泌学与代谢
CiteScore
10.30
自引率
3.90%
发文量
862
审稿时长
32 days
期刊介绍: Diabetes Research and Clinical Practice is an international journal for health-care providers and clinically oriented researchers that publishes high-quality original research articles and expert reviews in diabetes and related areas. The role of the journal is to provide a venue for dissemination of knowledge and discussion of topics related to diabetes clinical research and patient care. Topics of focus include translational science, genetics, immunology, nutrition, psychosocial research, epidemiology, prevention, socio-economic research, complications, new treatments, technologies and therapy.
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