Does physically demanding work hinder a physically active lifestyle in low socioeconomic workers? A compositional data analysis based on accelerometer data

Charlotte Lund Rasmussen*, Javier Palarea-Albaladejo, Adrian Bauman, Nidhi Gupta, Kirsten Nabe-Nielsen, Marie Birk Jørgensen, Andreas Holtermann

*Corresponding author for this work

Research output: Contribution to journalJournal articleResearchpeer-review

120 Downloads (Pure)

Abstract

Leisure time physical activity (LTPA) is strongly associated with socioeconomic position (SEP). Few studies have investigated if demanding occupational physical activity (OPA) could impede a physically active lifestyle in low SEP groups. The aim of this study was to investigate the association between OPA and LTPA among low SEP men and women. We used cross-sectional data from 895 low SEP workers who wore accelerometers for 1–5 consecutive workdays. The associations between the relative importance of activities performed during work and leisure time were assessed using compositional regression models stratified on sex. Compositional isotemporal substitution models were used to assess the implication of increasing occupational walking, standing, or sitting on LTPA. We found dissimilarity in LTPA between the sexes, with men spending more waking leisure time sedentary than women (men ~67%, women ~61%), suggesting women performed more household tasks. In men, the associations between OPA and LTPA were weak. In women, the strongest association was observed between the relative importance of occupational walking and leisure time standing (β = −0.16; p = 0.01), where reallocating 15 min work time to occupational walking showed an expected decrease in leisure time standing of 7 min. If this time was spent on additional sedentary leisure time, it could have adverse health consequences.

Original languageEnglish
Article number1306
JournalInternational Journal of Environmental Research and Public Health
Volume15
Issue number7
ISSN1661-7827
DOIs
Publication statusPublished - 21. Jun 2018

Fingerprint

Leisure Activities
Exercise

Keywords

  • Accelerometry/methods
  • Adult
  • Cross-Sectional Studies
  • Data Analysis
  • Exercise/psychology
  • Female
  • Humans
  • Leisure Activities/psychology
  • Male
  • Middle Aged
  • Occupations/statistics & numerical data
  • Socioeconomic Factors
  • Walking/psychology

Cite this

Rasmussen, Charlotte Lund ; Palarea-Albaladejo, Javier ; Bauman, Adrian ; Gupta, Nidhi ; Nabe-Nielsen, Kirsten ; Jørgensen, Marie Birk ; Holtermann, Andreas. / Does physically demanding work hinder a physically active lifestyle in low socioeconomic workers? A compositional data analysis based on accelerometer data. In: International Journal of Environmental Research and Public Health. 2018 ; Vol. 15, No. 7.
@article{0145753b8eeb431e8075530bf4d6a7b9,
title = "Does physically demanding work hinder a physically active lifestyle in low socioeconomic workers? A compositional data analysis based on accelerometer data",
abstract = "Leisure time physical activity (LTPA) is strongly associated with socioeconomic position (SEP). Few studies have investigated if demanding occupational physical activity (OPA) could impede a physically active lifestyle in low SEP groups. The aim of this study was to investigate the association between OPA and LTPA among low SEP men and women. We used cross-sectional data from 895 low SEP workers who wore accelerometers for 1–5 consecutive workdays. The associations between the relative importance of activities performed during work and leisure time were assessed using compositional regression models stratified on sex. Compositional isotemporal substitution models were used to assess the implication of increasing occupational walking, standing, or sitting on LTPA. We found dissimilarity in LTPA between the sexes, with men spending more waking leisure time sedentary than women (men ~67{\%}, women ~61{\%}), suggesting women performed more household tasks. In men, the associations between OPA and LTPA were weak. In women, the strongest association was observed between the relative importance of occupational walking and leisure time standing (β = −0.16; p = 0.01), where reallocating 15 min work time to occupational walking showed an expected decrease in leisure time standing of 7 min. If this time was spent on additional sedentary leisure time, it could have adverse health consequences.",
keywords = "Accelerometry/methods, Adult, Cross-Sectional Studies, Data Analysis, Exercise/psychology, Female, Humans, Leisure Activities/psychology, Male, Middle Aged, Occupations/statistics & numerical data, Socioeconomic Factors, Walking/psychology",
author = "Rasmussen, {Charlotte Lund} and Javier Palarea-Albaladejo and Adrian Bauman and Nidhi Gupta and Kirsten Nabe-Nielsen and J{\o}rgensen, {Marie Birk} and Andreas Holtermann",
year = "2018",
month = "6",
day = "21",
doi = "10.3390/ijerph15071306",
language = "English",
volume = "15",
journal = "International Journal of Environmental Research and Public Health",
issn = "1661-7827",
publisher = "MDPI",
number = "7",

}

Does physically demanding work hinder a physically active lifestyle in low socioeconomic workers? A compositional data analysis based on accelerometer data. / Rasmussen, Charlotte Lund; Palarea-Albaladejo, Javier; Bauman, Adrian; Gupta, Nidhi; Nabe-Nielsen, Kirsten; Jørgensen, Marie Birk; Holtermann, Andreas.

In: International Journal of Environmental Research and Public Health, Vol. 15, No. 7, 1306, 21.06.2018.

Research output: Contribution to journalJournal articleResearchpeer-review

TY - JOUR

T1 - Does physically demanding work hinder a physically active lifestyle in low socioeconomic workers? A compositional data analysis based on accelerometer data

AU - Rasmussen, Charlotte Lund

AU - Palarea-Albaladejo, Javier

AU - Bauman, Adrian

AU - Gupta, Nidhi

AU - Nabe-Nielsen, Kirsten

AU - Jørgensen, Marie Birk

AU - Holtermann, Andreas

PY - 2018/6/21

Y1 - 2018/6/21

N2 - Leisure time physical activity (LTPA) is strongly associated with socioeconomic position (SEP). Few studies have investigated if demanding occupational physical activity (OPA) could impede a physically active lifestyle in low SEP groups. The aim of this study was to investigate the association between OPA and LTPA among low SEP men and women. We used cross-sectional data from 895 low SEP workers who wore accelerometers for 1–5 consecutive workdays. The associations between the relative importance of activities performed during work and leisure time were assessed using compositional regression models stratified on sex. Compositional isotemporal substitution models were used to assess the implication of increasing occupational walking, standing, or sitting on LTPA. We found dissimilarity in LTPA between the sexes, with men spending more waking leisure time sedentary than women (men ~67%, women ~61%), suggesting women performed more household tasks. In men, the associations between OPA and LTPA were weak. In women, the strongest association was observed between the relative importance of occupational walking and leisure time standing (β = −0.16; p = 0.01), where reallocating 15 min work time to occupational walking showed an expected decrease in leisure time standing of 7 min. If this time was spent on additional sedentary leisure time, it could have adverse health consequences.

AB - Leisure time physical activity (LTPA) is strongly associated with socioeconomic position (SEP). Few studies have investigated if demanding occupational physical activity (OPA) could impede a physically active lifestyle in low SEP groups. The aim of this study was to investigate the association between OPA and LTPA among low SEP men and women. We used cross-sectional data from 895 low SEP workers who wore accelerometers for 1–5 consecutive workdays. The associations between the relative importance of activities performed during work and leisure time were assessed using compositional regression models stratified on sex. Compositional isotemporal substitution models were used to assess the implication of increasing occupational walking, standing, or sitting on LTPA. We found dissimilarity in LTPA between the sexes, with men spending more waking leisure time sedentary than women (men ~67%, women ~61%), suggesting women performed more household tasks. In men, the associations between OPA and LTPA were weak. In women, the strongest association was observed between the relative importance of occupational walking and leisure time standing (β = −0.16; p = 0.01), where reallocating 15 min work time to occupational walking showed an expected decrease in leisure time standing of 7 min. If this time was spent on additional sedentary leisure time, it could have adverse health consequences.

KW - Accelerometry/methods

KW - Adult

KW - Cross-Sectional Studies

KW - Data Analysis

KW - Exercise/psychology

KW - Female

KW - Humans

KW - Leisure Activities/psychology

KW - Male

KW - Middle Aged

KW - Occupations/statistics & numerical data

KW - Socioeconomic Factors

KW - Walking/psychology

UR - http://www.scopus.com/inward/record.url?scp=85049100176&partnerID=8YFLogxK

U2 - 10.3390/ijerph15071306

DO - 10.3390/ijerph15071306

M3 - Journal article

C2 - 29933644

AN - SCOPUS:85049100176

VL - 15

JO - International Journal of Environmental Research and Public Health

JF - International Journal of Environmental Research and Public Health

SN - 1661-7827

IS - 7

M1 - 1306

ER -