The Associations of Sedentary Behaviour and Physical Activity With Musculoskeletal Disorders in Hybrid-Office Workers: A Compositional Data Analysis

Purpose: The aims of the present study are (1) to examine sedentary behaviour and physical activity patterns in hybrid-office workers in home and office contexts, and (2) to assess the associations of such activity patterns with musculoskeletal symptoms. Methods: The present study collected data from hybrid-office employees from Ireland, Slovenia, Spain, and the Netherlands. Device-based measures (i.e. activPAL) were used for assessing sitting, standing, light and moderate-to-vigorous intensity physical activity, and sleeping in different contexts, while self-reported data assessed the musculoskeletal symptoms (i.e. Standardised Nordic Questionnaire). A compositional data analysis was employed to determine activity patterns and investigate its associations with employees’ musculoskeletal symptoms. Results: A total of 163 hybrid office workers (39 years old, interquartile range (IQR): 19; 71.8% females) were enrolled in the study. Most of them (80%) worked from home from 2 to 4 days a week. On average, participants work 8.08 hours at home and 8.39 in the office (p = 0.012). However, occupational sitting time during home-office work is higher than during location work (6.61 h/8 h workday and 6.27 h/8 h workday, respectively; p < 0.001). Occupational sitting time is spent mainly in short bouts (<30 minutes; 3.06 h/8 h workday in the office location and 2.61 h/8 h workday at home). However, home-office workers spend sitting time in longer bouts (>60 minutes) than in the office location (1.94 h/8 h workday and 1.18 h/8 h workday, respectively), but non-statistically significant differences were identified. Regarding physical activity, differences between home-office and location work were found for light-intensity (0.28 and 0.27 hours per 8 hours of workday, respectively; p < 0.001) and moderate-to-vigorous intensity of occupational physical activity (0.08 and 0.18 hours, respectively; p < 0.001). Higher time spent for occupational sitting time was associated to greater risk of suffering any musculoskeletal symptom (p = 0.023), especially those days that employees work from home (p = 0.016). Conclusion: This is one of the first studies providing evidence on the dynamic hybrid setting after the COVID-19 pandemic, which may inform policy guidelines and act as a starting point for future interventions targeting this context. Support/Funding Source: Click2Move project (ERASMUS-SPORT-2021-SCP-101050490).

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Publication Details

Journal
Baltic Journal of Sport and Health Sciences
Published
2026-01-28
DOI
https://doi.org/10.33607/bjshs.v5isupplement.1915
Primary Topic
Musculoskeletal pain and rehabilitation
Type
article
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article

The Associations of Sedentary Behaviour and Physical Activity With Musculoskeletal Disorders in Hybrid-Office Workers: A Compositional Data Analysis

Eva Cirera Viñolas, Kieran Dowd, Anna Puig‐Ribera, Bette Loef et al.
Baltic Journal of Sport and Health Sciences
Musculoskeletal pain and rehabilitation
article

The Associations of Sedentary Behaviour and Physical Activity With Musculoskeletal Disorders in Hybrid-Office Workers: A Compositional Data Analysis

Eva Cirera Viñolas, Kieran Dowd, Anna Puig‐Ribera, Bette Loef, Maja Pajek, Judit Bort‐Roig, Iris Parés-Salomón, Alan Coffey, Karin I. Proper, Arnau Gustems Morral, Anna M. Señé Mir
article en

Abstract

Purpose: The aims of the present study are (1) to examine sedentary behaviour and physical activity patterns in hybrid-office workers in home and office contexts, and (2) to assess the associations of such activity patterns with musculoskeletal symptoms. Methods: The present study collected data from hybrid-office employees from Ireland, Slovenia, Spain, and the Netherlands. Device-based measures (i.e. activPAL) were used for assessing sitting, standing, light and moderate-to-vigorous intensity physical activity, and sleeping in different contexts, while self-reported data assessed the musculoskeletal symptoms (i.e. Standardised Nordic Questionnaire). A compositional data analysis was employed to determine activity patterns and investigate its associations with employees’ musculoskeletal symptoms. Results: A total of 163 hybrid office workers (39 years old, interquartile range (IQR): 19; 71.8% females) were enrolled in the study. Most of them (80%) worked from home from 2 to 4 days a week. On average, participants work 8.08 hours at home and 8.39 in the office (p = 0.012). However, occupational sitting time during home-office work is higher than during location work (6.61 h/8 h workday and 6.27 h/8 h workday, respectively; p < 0.001). Occupational sitting time is spent mainly in short bouts (<30 minutes; 3.06 h/8 h workday in the office location and 2.61 h/8 h workday at home). However, home-office workers spend sitting time in longer bouts (>60 minutes) than in the office location (1.94 h/8 h workday and 1.18 h/8 h workday, respectively), but non-statistically significant differences were identified. Regarding physical activity, differences between home-office and location work were found for light-intensity (0.28 and 0.27 hours per 8 hours of workday, respectively; p < 0.001) and moderate-to-vigorous intensity of occupational physical activity (0.08 and 0.18 hours, respectively; p < 0.001). Higher time spent for occupational sitting time was associated to greater risk of suffering any musculoskeletal symptom (p = 0.023), especially those days that employees work from home (p = 0.016). Conclusion: This is one of the first studies providing evidence on the dynamic hybrid setting after the COVID-19 pandemic, which may inform policy guidelines and act as a starting point for future interventions targeting this context. Support/Funding Source: Click2Move project (ERASMUS-SPORT-2021-SCP-101050490).

Baltic Journal of Sport and Health SciencesVol. 5(Supplement)
Universitat de Vic - Universitat Central de Catalunya (ES), University of Ljubljana (SI), National Institute for Public Health and the Environment (NL), Center for Health, Exercise and Sport Sciences (RS)
Decent work and economic growth
Openalex Percentile: Top 68%
Musculoskeletal pain and rehabilitation
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