Davene R. Wright , Tom Chen , Kristen D. Chalmers , Seema K. Shah , Joyce P. Yi-Frazier , Jessica L. LeBlanc , Katharine Garvey , Kirsten D. Senturia , Catherine Pihoker , Faisal S. Malik
{"title":"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。","authors":"Davene R. Wright , Tom Chen , Kristen D. Chalmers , Seema K. Shah , Joyce P. Yi-Frazier , Jessica L. LeBlanc , Katharine Garvey , Kirsten D. Senturia , Catherine Pihoker , Faisal S. Malik","doi":"10.1016/j.diabres.2024.111798","DOIUrl":null,"url":null,"abstract":"<div><h3>Aims</h3><p>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.</p></div><div><h3>Method</h3><p>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.</p></div><div><h3>Results</h3><p>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)).</p></div><div><h3>Conclusions</h3><p>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.</p></div>","PeriodicalId":11249,"journal":{"name":"Diabetes research and clinical practice","volume":"215 ","pages":"Article 111798"},"PeriodicalIF":6.1000,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Adolescent-Preferred financial incentives to promote type 1 diabetes Self-Care: A discrete choice experiment\",\"authors\":\"Davene R. Wright , Tom Chen , Kristen D. Chalmers , Seema K. Shah , Joyce P. Yi-Frazier , Jessica L. LeBlanc , Katharine Garvey , Kirsten D. Senturia , Catherine Pihoker , Faisal S. Malik\",\"doi\":\"10.1016/j.diabres.2024.111798\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Aims</h3><p>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.</p></div><div><h3>Method</h3><p>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.</p></div><div><h3>Results</h3><p>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)).</p></div><div><h3>Conclusions</h3><p>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.</p></div>\",\"PeriodicalId\":11249,\"journal\":{\"name\":\"Diabetes research and clinical practice\",\"volume\":\"215 \",\"pages\":\"Article 111798\"},\"PeriodicalIF\":6.1000,\"publicationDate\":\"2024-08-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Diabetes research and clinical practice\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0168822724007083\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENDOCRINOLOGY & METABOLISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Diabetes research and clinical practice","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0168822724007083","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
Adolescent-Preferred financial incentives to promote type 1 diabetes Self-Care: A discrete choice experiment
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.
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.