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Impact of income and eating speed on new-onset diabetes among men: a retrospective cohort study
OBJECTIVE: To examine the impact of income and eating speed on new-onset diabetes among men. DESIGN: This was a retrospective cohort study. SETTING: We used the administrative claims and health check-up data for fiscal years 2010–2015 obtained from the Fukuoka branch of the Japan Health Insurance As...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8532548/ https://www.ncbi.nlm.nih.gov/pubmed/34675014 http://dx.doi.org/10.1136/bmjopen-2021-048855 |
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author | Ishihara, Reiko Babazono, Akira Liu, Ning Yamao, Reiko |
author_facet | Ishihara, Reiko Babazono, Akira Liu, Ning Yamao, Reiko |
author_sort | Ishihara, Reiko |
collection | PubMed |
description | OBJECTIVE: To examine the impact of income and eating speed on new-onset diabetes among men. DESIGN: This was a retrospective cohort study. SETTING: We used the administrative claims and health check-up data for fiscal years 2010–2015 obtained from the Fukuoka branch of the Japan Health Insurance Association. PARTICIPANTS: Participants were 15 474 non-diabetic male employees, aged between 40 and 74 years. They were categorised based on their eating speeds (ie, fast, normal and non-fast). PRIMARY AND SECONDARY OUTCOME MEASURES: To calculate the OR of the development of diabetes, we created generalised linear regression models with diabetes onset as the dependent variable and eating speed and income as covariates and calculated corresponding 95% CI values. The analyses were performed after adjusting the data for age, obesity and comorbidities. RESULTS: Of the total participants, 620 developed diabetes during the 5-year study period. A univariate analysis using the generalised linear regression model revealed that eating fast (OR: 1.35, 95% CI 1.17 to 1.55) and having a low income wereincome (OR: 1.47, 95% CI 1.24 to 1.74) were significantly associated with the onset of diabetes. After adjusting for age, obesity and comorbidities, both eating fast (OR: 1.17, 95% CI 1.02 to 1.35) and having a low income (OR: 1.24, 95% CI 1.03 to 1.50) were recognised as independent risk factors for diabetes onset. CONCLUSIONS: The study revealed that eating fast and having a low income were independent risk factors, leading to the development of diabetes. While it is difficult to address income differences, it may be possible to address the factors that contribute to income differences to manage diabetes appropriately and at low healthcare costs. However, eating speed can be controlled. Hence, the provision of education and coaching on dietary habits, including eating speed, may be effective in preventing diabetes onset. |
format | Online Article Text |
id | pubmed-8532548 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-85325482021-11-04 Impact of income and eating speed on new-onset diabetes among men: a retrospective cohort study Ishihara, Reiko Babazono, Akira Liu, Ning Yamao, Reiko BMJ Open Diabetes and Endocrinology OBJECTIVE: To examine the impact of income and eating speed on new-onset diabetes among men. DESIGN: This was a retrospective cohort study. SETTING: We used the administrative claims and health check-up data for fiscal years 2010–2015 obtained from the Fukuoka branch of the Japan Health Insurance Association. PARTICIPANTS: Participants were 15 474 non-diabetic male employees, aged between 40 and 74 years. They were categorised based on their eating speeds (ie, fast, normal and non-fast). PRIMARY AND SECONDARY OUTCOME MEASURES: To calculate the OR of the development of diabetes, we created generalised linear regression models with diabetes onset as the dependent variable and eating speed and income as covariates and calculated corresponding 95% CI values. The analyses were performed after adjusting the data for age, obesity and comorbidities. RESULTS: Of the total participants, 620 developed diabetes during the 5-year study period. A univariate analysis using the generalised linear regression model revealed that eating fast (OR: 1.35, 95% CI 1.17 to 1.55) and having a low income wereincome (OR: 1.47, 95% CI 1.24 to 1.74) were significantly associated with the onset of diabetes. After adjusting for age, obesity and comorbidities, both eating fast (OR: 1.17, 95% CI 1.02 to 1.35) and having a low income (OR: 1.24, 95% CI 1.03 to 1.50) were recognised as independent risk factors for diabetes onset. CONCLUSIONS: The study revealed that eating fast and having a low income were independent risk factors, leading to the development of diabetes. While it is difficult to address income differences, it may be possible to address the factors that contribute to income differences to manage diabetes appropriately and at low healthcare costs. However, eating speed can be controlled. Hence, the provision of education and coaching on dietary habits, including eating speed, may be effective in preventing diabetes onset. BMJ Publishing Group 2021-10-21 /pmc/articles/PMC8532548/ /pubmed/34675014 http://dx.doi.org/10.1136/bmjopen-2021-048855 Text en © Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Diabetes and Endocrinology Ishihara, Reiko Babazono, Akira Liu, Ning Yamao, Reiko Impact of income and eating speed on new-onset diabetes among men: a retrospective cohort study |
title | Impact of income and eating speed on new-onset diabetes among men: a retrospective cohort study |
title_full | Impact of income and eating speed on new-onset diabetes among men: a retrospective cohort study |
title_fullStr | Impact of income and eating speed on new-onset diabetes among men: a retrospective cohort study |
title_full_unstemmed | Impact of income and eating speed on new-onset diabetes among men: a retrospective cohort study |
title_short | Impact of income and eating speed on new-onset diabetes among men: a retrospective cohort study |
title_sort | impact of income and eating speed on new-onset diabetes among men: a retrospective cohort study |
topic | Diabetes and Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8532548/ https://www.ncbi.nlm.nih.gov/pubmed/34675014 http://dx.doi.org/10.1136/bmjopen-2021-048855 |
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