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The relationship between patients’ perception of type 2 diabetes and medication adherence: a cross-sectional study in Japan
BACKGROUND: The self-management of type 2 diabetes mellitus (T2DM), which involves adherence to medical instructions on diet and nutritional advice, physical activity, medication regimen, and weight and stress management, is necessary for the treatment of T2DM. In this study, we investigated the rel...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6341584/ https://www.ncbi.nlm.nih.gov/pubmed/30693091 http://dx.doi.org/10.1186/s40780-019-0132-8 |
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author | Hashimoto, Kana Urata, Koki Yoshida, Ayano Horiuchi, Reiko Yamaaki, Naoto Yagi, Kunimasa Arai, Kunizo |
author_facet | Hashimoto, Kana Urata, Koki Yoshida, Ayano Horiuchi, Reiko Yamaaki, Naoto Yagi, Kunimasa Arai, Kunizo |
author_sort | Hashimoto, Kana |
collection | PubMed |
description | BACKGROUND: The self-management of type 2 diabetes mellitus (T2DM), which involves adherence to medical instructions on diet and nutritional advice, physical activity, medication regimen, and weight and stress management, is necessary for the treatment of T2DM. In this study, we investigated the relationship between patients’ perceptions of their disease and their adherence to their medications. And we attempted to determine whether distinct subphenotypes of behavioral change of medication adherence can be discerned based on a patients’ perceptions. METHOD: A cross-sectional study using a questionnaire was conducted among 157 patients with T2DM from October 2015 to September 2017. Questionnaires were administered to assess the participants’ demographic and clinical characteristics, medication adherence, diabetes knowledge, and perception of being diabetic. Principal component analysis (PCA) and cluster analyses were performed to classify medication adherence patterns in the total cohort. Multiple regression analyses were performed to identify the determinant factors of medication adherence. RESULTS: PCA showed the interpretable medication adherence of patients with diabetes by using component 1 (“accessibility to medical treatment”) and component 2 (“status of taking medicines”). We identified four groups that show significantly different medication adherence by using cluster analysis on the basis of the two components. Multiple regression analysis showed that body mass index (BMI), family history of diabetes, one factor of patient’s perception (living an orderly life), and diabetes knowledge were found to be significant predictors of medication adherence in patients with T2DM. CONCLUSIONS: In patients with T2DM, the patient’s diabetes perception of “living an orderly life” is associated with medication adherence. A poor adherence group may be able to change their adherence to diabetes treatment by developing the perception of “living an orderly life.” ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40780-019-0132-8) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6341584 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-63415842019-01-28 The relationship between patients’ perception of type 2 diabetes and medication adherence: a cross-sectional study in Japan Hashimoto, Kana Urata, Koki Yoshida, Ayano Horiuchi, Reiko Yamaaki, Naoto Yagi, Kunimasa Arai, Kunizo J Pharm Health Care Sci Research Article BACKGROUND: The self-management of type 2 diabetes mellitus (T2DM), which involves adherence to medical instructions on diet and nutritional advice, physical activity, medication regimen, and weight and stress management, is necessary for the treatment of T2DM. In this study, we investigated the relationship between patients’ perceptions of their disease and their adherence to their medications. And we attempted to determine whether distinct subphenotypes of behavioral change of medication adherence can be discerned based on a patients’ perceptions. METHOD: A cross-sectional study using a questionnaire was conducted among 157 patients with T2DM from October 2015 to September 2017. Questionnaires were administered to assess the participants’ demographic and clinical characteristics, medication adherence, diabetes knowledge, and perception of being diabetic. Principal component analysis (PCA) and cluster analyses were performed to classify medication adherence patterns in the total cohort. Multiple regression analyses were performed to identify the determinant factors of medication adherence. RESULTS: PCA showed the interpretable medication adherence of patients with diabetes by using component 1 (“accessibility to medical treatment”) and component 2 (“status of taking medicines”). We identified four groups that show significantly different medication adherence by using cluster analysis on the basis of the two components. Multiple regression analysis showed that body mass index (BMI), family history of diabetes, one factor of patient’s perception (living an orderly life), and diabetes knowledge were found to be significant predictors of medication adherence in patients with T2DM. CONCLUSIONS: In patients with T2DM, the patient’s diabetes perception of “living an orderly life” is associated with medication adherence. A poor adherence group may be able to change their adherence to diabetes treatment by developing the perception of “living an orderly life.” ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40780-019-0132-8) contains supplementary material, which is available to authorized users. BioMed Central 2019-01-22 /pmc/articles/PMC6341584/ /pubmed/30693091 http://dx.doi.org/10.1186/s40780-019-0132-8 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Hashimoto, Kana Urata, Koki Yoshida, Ayano Horiuchi, Reiko Yamaaki, Naoto Yagi, Kunimasa Arai, Kunizo The relationship between patients’ perception of type 2 diabetes and medication adherence: a cross-sectional study in Japan |
title | The relationship between patients’ perception of type 2 diabetes and medication adherence: a cross-sectional study in Japan |
title_full | The relationship between patients’ perception of type 2 diabetes and medication adherence: a cross-sectional study in Japan |
title_fullStr | The relationship between patients’ perception of type 2 diabetes and medication adherence: a cross-sectional study in Japan |
title_full_unstemmed | The relationship between patients’ perception of type 2 diabetes and medication adherence: a cross-sectional study in Japan |
title_short | The relationship between patients’ perception of type 2 diabetes and medication adherence: a cross-sectional study in Japan |
title_sort | relationship between patients’ perception of type 2 diabetes and medication adherence: a cross-sectional study in japan |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6341584/ https://www.ncbi.nlm.nih.gov/pubmed/30693091 http://dx.doi.org/10.1186/s40780-019-0132-8 |
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