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Time preference, outcome expectancy, and self-management in patients with type 2 diabetes
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 th...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove Medical Press
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6163016/ https://www.ncbi.nlm.nih.gov/pubmed/30288034 http://dx.doi.org/10.2147/PPA.S175045 |
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author | Karl, Florian M Holle, Rolf Schwettmann, Lars Peters, Annette Laxy, Michael |
author_facet | Karl, Florian M Holle, Rolf Schwettmann, Lars Peters, Annette Laxy, Michael |
author_sort | Karl, Florian M |
collection | PubMed |
description | 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 (β=−0.29, 95% CI [−0.54, −0.04]). Higher outcome expectancy was associated with a higher self-management score (β=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 (β=0.05, 95% CI [−0.28, 0.39] vs β=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. |
format | Online Article Text |
id | pubmed-6163016 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Dove Medical Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-61630162018-10-04 Time preference, outcome expectancy, and self-management in patients with type 2 diabetes Karl, Florian M Holle, Rolf Schwettmann, Lars Peters, Annette Laxy, Michael Patient Prefer Adherence Original Research 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 (β=−0.29, 95% CI [−0.54, −0.04]). Higher outcome expectancy was associated with a higher self-management score (β=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 (β=0.05, 95% CI [−0.28, 0.39] vs β=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. Dove Medical Press 2018-09-26 /pmc/articles/PMC6163016/ /pubmed/30288034 http://dx.doi.org/10.2147/PPA.S175045 Text en © 2018 Karl et al. This work is published and licensed by Dove Medical Press Limited The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. |
spellingShingle | Original Research Karl, Florian M Holle, Rolf Schwettmann, Lars Peters, Annette Laxy, Michael Time preference, outcome expectancy, and self-management in patients with type 2 diabetes |
title | Time preference, outcome expectancy, and self-management in patients with type 2 diabetes |
title_full | Time preference, outcome expectancy, and self-management in patients with type 2 diabetes |
title_fullStr | Time preference, outcome expectancy, and self-management in patients with type 2 diabetes |
title_full_unstemmed | Time preference, outcome expectancy, and self-management in patients with type 2 diabetes |
title_short | Time preference, outcome expectancy, and self-management in patients with type 2 diabetes |
title_sort | time preference, outcome expectancy, and self-management in patients with type 2 diabetes |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6163016/ https://www.ncbi.nlm.nih.gov/pubmed/30288034 http://dx.doi.org/10.2147/PPA.S175045 |
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