Time preference, outcome expectancy, and self-management in patients with type 2 diabetes

被引:18
作者
Karl, Florian M. [1 ,2 ]
Holle, Rolf [1 ,2 ]
Schwettmann, Lars [1 ]
Peters, Annette [2 ,3 ]
Laxy, Michael [1 ,2 ]
机构
[1] Helmholtz Zentrum Munchen GmbH, Inst Hlth Econ & Hlth Care Management, German Res Ctr Environm Hlth, Ingolstadter Landstr 1, D-85764 Neuherberg, Germany
[2] German Ctr Diabet Res DZD, Neuherberg, Germany
[3] Helmholtz Zentrum Munchen GmbH, Inst Epidemiol 2, German Res Ctr Environm Hlth, Neuherberg, Germany
关键词
behavioral economics; adherence; temporal discounting; health behavior; HEALTH-RELATED BEHAVIORS; ADHERENCE; EDUCATION; ASSOCIATION; ECONOMICS; SUPPORT; ILLNESS; TRIAL;
D O I
10.2147/PPA.S175045
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Patient self-management is crucial to prevent complications and mortality in type 2 diabetes. From an economic perspective, time preference predicts short-sighted decision making and thus might help to explain non-adherence to self-anagement recommendations. However, recent studies on this association have shown mixed results. Purpose: In this study, we tested whether the combination of time preference and outcome expectancy can improve the predictions of self-management behavior. Patients and methods: Data from 665 patients with type 2 diabetes were obtained from the cross-sectional KORA (Cooperative Health Research in the Region of Augsburg) GEFU 4 study. Time preference and outcome expectancy were measured by one question each, which were answered on a 4-point Likert scale. Their association with six self-managing behaviors was tested in logistic and linear regression analyses. Likewise, we examined the association between self-management and the interaction of outcome expectancy and time preference. Results: A high time preference was associated with a significantly lower sum of self-management behaviors (beta=-0.29, 95% CI [-0.54, -0.04]). Higher outcome expectancy was associated with a higher self-management score (beta=0.21, 95% CI [-0.03, 0.45]). The interaction model showed that low time preference was only associated with better self-management when combined with a high outcome expectancy (beta=0.05, 95% CI [-0.28, 0.39] vs beta=0.27, 95% CI [-0.09, 0.63]). Conclusion: Time preference and outcome expectancy are interrelated predictors of patient self-management and could be used to identify and to intervene on patients with a potentially poor self-management.
引用
收藏
页码:1937 / 1945
页数:9
相关论文
共 35 条
[2]  
[Anonymous], 2015, RSTUDIO INT DEV R
[3]   The importance of specialist treatment, treatment satisfaction and diabetes education for the compliance of subjects with type 2 diabetes -: Results from a population-based survey [J].
Arnold-Woemer, N. ;
Holle, R. ;
Rathmann, W. ;
Mielck, A. .
EXPERIMENTAL AND CLINICAL ENDOCRINOLOGY & DIABETES, 2008, 116 (02) :123-128
[4]   2017 National Standards for Diabetes Self-Management Education and Support [J].
Beck, Joni ;
Greenwood, Deborah A. ;
Blanton, Lori ;
Bollinger, Sandra T. ;
Butcher, Marcene K. ;
Condon, Jo Ellen ;
Cypress, Marjorie ;
Faulkner, Priscilla ;
Fischl, Amy Hess ;
Francis, Theresa ;
Kolb, Leslie E. ;
Lavin-Tompkins, Jodi M. ;
MacLeod, Janice ;
Maryniuk, Melinda ;
Mensing, Carole ;
Orzeck, Eric A. ;
Pope, David D. ;
Pulizzi, Jodi L. ;
Reed, Ardis A. ;
Rhinehart, Andrew S. ;
Siminerio, Linda ;
Wang, Jing .
DIABETES EDUCATOR, 2017, 43 (05) :449-464
[5]   HEALTH BELIEF MODEL AND SICK ROLE BEHAVIOR [J].
BECKER, MH .
HEALTH EDUCATION MONOGRAPHS, 1974, 2 (04) :409-419
[6]   Illness and Treatment Perceptions Are Associated With Adherence to Medications, Diet, and Exercise in Diabetic Patients [J].
Broadbent, Elizabeth ;
Donkin, Liesje ;
Stroh, Julia C. .
DIABETES CARE, 2011, 34 (02) :338-340
[7]   VALUING THE FUTURE - TEMPORAL DISCOUNTING OF HEALTH AND MONEY [J].
CHAPMAN, GB ;
ELSTEIN, AS .
MEDICAL DECISION MAKING, 1995, 15 (04) :373-386
[8]   What explains differences in smoking, drinking, and other health-related behaviors? [J].
Cutler, DM ;
Glaeser, E .
AMERICAN ECONOMIC REVIEW, 2005, 95 (02) :238-242
[9]   The effect of interactive reminders on medication adherence: A randomized trial [J].
Dai, Hengchen ;
Mao, David ;
Volpp, Kevin G. ;
Pearce, Heather E. ;
Relish, Michael J. ;
Lawnicki, Victor F. ;
Milkman, Katherine L. .
PREVENTIVE MEDICINE, 2017, 103 :98-102
[10]   Care management for Type 2 diabetes in the United States: a systematic review and meta-analysis [J].
Egginton, Jason S. ;
Ridgeway, Jennifer L. ;
Shah, Nilay D. ;
Balasubramaniam, Saranya ;
Emmanuel, Joann R. ;
Prokop, Larry J. ;
Montori, Victor M. ;
Murad, Mohammad Hassan .
BMC HEALTH SERVICES RESEARCH, 2012, 12