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Differences in Free-Living Patterns of Sedentary Behaviour between Office Employees with Diabetes and Office Employees without Diabetes: A Principal Component Analysis for Clinical Practice
Aims: To identify principal components of free-living patterns of sedentary behaviour in office employees with type 2 diabetes (T2D) compared to normal glucose metabolism (NGM) office employees, using principal component analysis (PCA). Methods: 213 office employees (n = 81 with T2D; n = 132 with NG...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9566776/ https://www.ncbi.nlm.nih.gov/pubmed/36231564 http://dx.doi.org/10.3390/ijerph191912245 |
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author | Colomer, Francesc Alòs Cugat, Mª Àngels Colomer Bort-Roig, Judit Chirveches-Pérez, Emilia Zaldúa, Yoseba Cánovas Martín-Cantera, Carlos Franch-Nadal, Josep Puig-Ribera, Anna |
author_facet | Colomer, Francesc Alòs Cugat, Mª Àngels Colomer Bort-Roig, Judit Chirveches-Pérez, Emilia Zaldúa, Yoseba Cánovas Martín-Cantera, Carlos Franch-Nadal, Josep Puig-Ribera, Anna |
author_sort | Colomer, Francesc Alòs |
collection | PubMed |
description | Aims: To identify principal components of free-living patterns of sedentary behaviour in office employees with type 2 diabetes (T2D) compared to normal glucose metabolism (NGM) office employees, using principal component analysis (PCA). Methods: 213 office employees (n = 81 with T2D; n = 132 with NGM) wore an activPAL inclinometer 24 h a day for 7 consecutive days. Comparions of sedentary behaviour patterns between adults with T2D and NGM determined the dimensions that best characterise the sedentary behaviour patterns of office employees with T2D at work, outside work and at weekends. Results: The multivariate PCA technique identified two components that explained 60% of the variability present in the data of sedentary behaviour patterns in the population with diabetes. This was characterised by a fewer number of daily breaks and breaks in time intervals of less than 20 min both at work, outside work and at weekends. On average, adults with T2D took fewer 31 breaks/day than adults without diabetes. Conclusion: Effective interventions from clinical practice to tackle prolonged sedentary behaviour in office employees with T2D should focus on increasing the number of daily sedentary breaks. |
format | Online Article Text |
id | pubmed-9566776 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-95667762022-10-15 Differences in Free-Living Patterns of Sedentary Behaviour between Office Employees with Diabetes and Office Employees without Diabetes: A Principal Component Analysis for Clinical Practice Colomer, Francesc Alòs Cugat, Mª Àngels Colomer Bort-Roig, Judit Chirveches-Pérez, Emilia Zaldúa, Yoseba Cánovas Martín-Cantera, Carlos Franch-Nadal, Josep Puig-Ribera, Anna Int J Environ Res Public Health Article Aims: To identify principal components of free-living patterns of sedentary behaviour in office employees with type 2 diabetes (T2D) compared to normal glucose metabolism (NGM) office employees, using principal component analysis (PCA). Methods: 213 office employees (n = 81 with T2D; n = 132 with NGM) wore an activPAL inclinometer 24 h a day for 7 consecutive days. Comparions of sedentary behaviour patterns between adults with T2D and NGM determined the dimensions that best characterise the sedentary behaviour patterns of office employees with T2D at work, outside work and at weekends. Results: The multivariate PCA technique identified two components that explained 60% of the variability present in the data of sedentary behaviour patterns in the population with diabetes. This was characterised by a fewer number of daily breaks and breaks in time intervals of less than 20 min both at work, outside work and at weekends. On average, adults with T2D took fewer 31 breaks/day than adults without diabetes. Conclusion: Effective interventions from clinical practice to tackle prolonged sedentary behaviour in office employees with T2D should focus on increasing the number of daily sedentary breaks. MDPI 2022-09-27 /pmc/articles/PMC9566776/ /pubmed/36231564 http://dx.doi.org/10.3390/ijerph191912245 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Colomer, Francesc Alòs Cugat, Mª Àngels Colomer Bort-Roig, Judit Chirveches-Pérez, Emilia Zaldúa, Yoseba Cánovas Martín-Cantera, Carlos Franch-Nadal, Josep Puig-Ribera, Anna Differences in Free-Living Patterns of Sedentary Behaviour between Office Employees with Diabetes and Office Employees without Diabetes: A Principal Component Analysis for Clinical Practice |
title | Differences in Free-Living Patterns of Sedentary Behaviour between Office Employees with Diabetes and Office Employees without Diabetes: A Principal Component Analysis for Clinical Practice |
title_full | Differences in Free-Living Patterns of Sedentary Behaviour between Office Employees with Diabetes and Office Employees without Diabetes: A Principal Component Analysis for Clinical Practice |
title_fullStr | Differences in Free-Living Patterns of Sedentary Behaviour between Office Employees with Diabetes and Office Employees without Diabetes: A Principal Component Analysis for Clinical Practice |
title_full_unstemmed | Differences in Free-Living Patterns of Sedentary Behaviour between Office Employees with Diabetes and Office Employees without Diabetes: A Principal Component Analysis for Clinical Practice |
title_short | Differences in Free-Living Patterns of Sedentary Behaviour between Office Employees with Diabetes and Office Employees without Diabetes: A Principal Component Analysis for Clinical Practice |
title_sort | differences in free-living patterns of sedentary behaviour between office employees with diabetes and office employees without diabetes: a principal component analysis for clinical practice |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9566776/ https://www.ncbi.nlm.nih.gov/pubmed/36231564 http://dx.doi.org/10.3390/ijerph191912245 |
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