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Behavioral economics survey of patients with type 1 and type 2 diabetes
BACKGROUND: Adherence to treatment and the metabolic control of diabetes are challenging in many patients with diabetes. The theory of neuroeconomics can provide important clues for understanding unreasonable human behavior concerning decisions between outcomes occurring at different time points. OB...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove Medical Press
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4435048/ https://www.ncbi.nlm.nih.gov/pubmed/25999700 http://dx.doi.org/10.2147/PPA.S82022 |
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author | Emoto, Naoya Okajima, Fumitaka Sugihara, Hitoshi Goto, Rei |
author_facet | Emoto, Naoya Okajima, Fumitaka Sugihara, Hitoshi Goto, Rei |
author_sort | Emoto, Naoya |
collection | PubMed |
description | BACKGROUND: Adherence to treatment and the metabolic control of diabetes are challenging in many patients with diabetes. The theory of neuroeconomics can provide important clues for understanding unreasonable human behavior concerning decisions between outcomes occurring at different time points. OBJECTIVE: We investigated patients with type 1 and type 2 diabetes to determine whether patients who are at a risk of developing complications are less risk averse. We also examined whether patients with type 1 and type 2 diabetes have different behavioral traits in decision making under risk. METHODS: We conducted a behavioral economics survey of 219 outpatients, 66 with type 1 diabetes and 153 with type 2 diabetes. All patients had been referred by general practitioners or other departments in the hospital. At the time of the survey, levels of hemoglobin A(1c) were not significantly different between patients with type 1 and type 2 diabetes. RESULTS: Patients with type 2 diabetes showed a lower response rate to the survey compared with patients with type 1 diabetes (71.9% vs 87.9%, P<0.01). Logistic regression analysis indicated that diabetic retinopathy was negatively associated with risk averse in pricing of hypothetical lotteries, myopic time preference, willingness to pay for preventive medicine, and levels of satisfaction with life. Diabetic nephropathy was also negatively associated with risk averse in pricing of hypothetical lotteries. Detailed analysis revealed that a lower proportion of patients with type 2 diabetes (22.7%) were categorized as risk averse compared with patients with type 1 diabetes (43.1%, P<0.05) in hypothetical lottery risk estimation. CONCLUSION: This is the first report that investigated patients with diabetes in a clinical setting using a method based on behavioral economics. The results suggest that the attitude of patients toward risk plays an important role in the progress of the complications of diabetes. Different educational and psychological approaches may be necessary to assess patients with diabetes based on whether they have traits such as risk seeking or risk averse. |
format | Online Article Text |
id | pubmed-4435048 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Dove Medical Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-44350482015-05-21 Behavioral economics survey of patients with type 1 and type 2 diabetes Emoto, Naoya Okajima, Fumitaka Sugihara, Hitoshi Goto, Rei Patient Prefer Adherence Original Research BACKGROUND: Adherence to treatment and the metabolic control of diabetes are challenging in many patients with diabetes. The theory of neuroeconomics can provide important clues for understanding unreasonable human behavior concerning decisions between outcomes occurring at different time points. OBJECTIVE: We investigated patients with type 1 and type 2 diabetes to determine whether patients who are at a risk of developing complications are less risk averse. We also examined whether patients with type 1 and type 2 diabetes have different behavioral traits in decision making under risk. METHODS: We conducted a behavioral economics survey of 219 outpatients, 66 with type 1 diabetes and 153 with type 2 diabetes. All patients had been referred by general practitioners or other departments in the hospital. At the time of the survey, levels of hemoglobin A(1c) were not significantly different between patients with type 1 and type 2 diabetes. RESULTS: Patients with type 2 diabetes showed a lower response rate to the survey compared with patients with type 1 diabetes (71.9% vs 87.9%, P<0.01). Logistic regression analysis indicated that diabetic retinopathy was negatively associated with risk averse in pricing of hypothetical lotteries, myopic time preference, willingness to pay for preventive medicine, and levels of satisfaction with life. Diabetic nephropathy was also negatively associated with risk averse in pricing of hypothetical lotteries. Detailed analysis revealed that a lower proportion of patients with type 2 diabetes (22.7%) were categorized as risk averse compared with patients with type 1 diabetes (43.1%, P<0.05) in hypothetical lottery risk estimation. CONCLUSION: This is the first report that investigated patients with diabetes in a clinical setting using a method based on behavioral economics. The results suggest that the attitude of patients toward risk plays an important role in the progress of the complications of diabetes. Different educational and psychological approaches may be necessary to assess patients with diabetes based on whether they have traits such as risk seeking or risk averse. Dove Medical Press 2015-05-11 /pmc/articles/PMC4435048/ /pubmed/25999700 http://dx.doi.org/10.2147/PPA.S82022 Text en © 2015 Emoto et al. This work is published by Dove Medical Press Limited, and licensed under Creative Commons Attribution – Non Commercial (unported, v3.0) License The full terms of the License are available at http://creativecommons.org/licenses/by-nc/3.0/. 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 Emoto, Naoya Okajima, Fumitaka Sugihara, Hitoshi Goto, Rei Behavioral economics survey of patients with type 1 and type 2 diabetes |
title | Behavioral economics survey of patients with type 1 and type 2 diabetes |
title_full | Behavioral economics survey of patients with type 1 and type 2 diabetes |
title_fullStr | Behavioral economics survey of patients with type 1 and type 2 diabetes |
title_full_unstemmed | Behavioral economics survey of patients with type 1 and type 2 diabetes |
title_short | Behavioral economics survey of patients with type 1 and type 2 diabetes |
title_sort | behavioral economics survey of patients with type 1 and type 2 diabetes |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4435048/ https://www.ncbi.nlm.nih.gov/pubmed/25999700 http://dx.doi.org/10.2147/PPA.S82022 |
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