IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v17y2020i21p7929-d436559.html
   My bibliography  Save this article

The Relation between Domain-Specific Physical Behaviour and Cardiorespiratory Fitness: A Cross-Sectional Compositional Data Analysis on the Physical Activity Health Paradox Using Accelerometer-Assessed Data

Author

Listed:
  • Margo Ketels

    (Department of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Ghent University, 9000 Ghent, Belgium)

  • Charlotte Lund Rasmussen

    (National Research Centre for the Working Environment, Lersø Parkallé 105, 2100 Copenhagen, Denmark)

  • Mette Korshøj

    (Department of Occupational and Social Medicine, Holbæk Hospital, Part of Copenhagen University Hospital, Gl. Ringstedvej 4B, 4300 Holbæk, Denmark)

  • Nidhi Gupta

    (National Research Centre for the Working Environment, Lersø Parkallé 105, 2100 Copenhagen, Denmark)

  • Dirk De Bacquer

    (Department of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Ghent University, 9000 Ghent, Belgium)

  • Andreas Holtermann

    (National Research Centre for the Working Environment, Lersø Parkallé 105, 2100 Copenhagen, Denmark
    Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Campusvej 55, 5230 Odense, Denmark)

  • Els Clays

    (Department of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Ghent University, 9000 Ghent, Belgium)

Abstract

In contrast to leisure time physical activity (LTPA), occupational physical activity (OPA) does not have similar beneficial health effects. These differential health effects might be explained by dissimilar effects of LTPA and OPA on cardiorespiratory fitness (CRF). This study investigated cross-sectional associations between different physical behaviours during both work and leisure time and CRF by using a Compositional Data Analysis approach. Physical behaviours were assessed by two accelerometers among 309 workers with various manual jobs. During work time, more sedentary behaviour (SB) was associated with higher CRF when compared relatively to time spent on other work behaviours, while more SB during leisure time was associated with lower CRF when compared to other leisure time behaviours. Reallocating more time to moderate-to-vigorous physical activity (MVPA) from the other behaviours within leisure time was positively associated with CRF, which was not the case for MVPA during work. The results of our study are in line with the physical activity health paradox and we call for further study on the interaction between LTPA and OPA by implementing device-worn measures in a longitudinal design. Our results highlight the need for recommendations to take into account the different effects of OPA and LTPA on CRF.

Suggested Citation

  • Margo Ketels & Charlotte Lund Rasmussen & Mette Korshøj & Nidhi Gupta & Dirk De Bacquer & Andreas Holtermann & Els Clays, 2020. "The Relation between Domain-Specific Physical Behaviour and Cardiorespiratory Fitness: A Cross-Sectional Compositional Data Analysis on the Physical Activity Health Paradox Using Accelerometer-Assesse," IJERPH, MDPI, vol. 17(21), pages 1-17, October.
  • Handle: RePEc:gam:jijerp:v:17:y:2020:i:21:p:7929-:d:436559
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/17/21/7929/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/17/21/7929/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Charlotte Lund Rasmussen & Javier Palarea-Albaladejo & Mette Korshøj & Nidhi Gupta & Kirsten Nabe-Nielsen & Andreas Holtermann & Marie Birk Jørgensen, 2019. "Is high aerobic workload at work associated with leisure time physical activity and sedentary behaviour among blue-collar workers? A compositional data analysis based on accelerometer data," PLOS ONE, Public Library of Science, vol. 14(6), pages 1-16, June.
    2. David M. Hallman & Niklas Krause & Magnus Thorsten Jensen & Nidhi Gupta & Marie Birk Jørgensen & Andreas Holtermann, 2019. "Objectively Measured Sitting and Standing in Workers: Cross-Sectional Relationship with Autonomic Cardiac Modulation," IJERPH, MDPI, vol. 16(4), pages 1-16, February.
    3. Brownson, R.C. & Baker, E.A. & Housemann, R.A. & Brennan, L.K. & Bacak, S.J., 2001. "Environmental and policy determinants of physical activity in the United States," American Journal of Public Health, American Public Health Association, vol. 91(12), pages 1995-2003.
    4. Jonas Mundwiler & Ulla Schüpbach & Thomas Dieterle & Jörg Daniel Leuppi & Arno Schmidt-Trucksäss & David Paul Wolfer & David Miedinger & Stefanie Brighenti-Zogg, 2017. "Association of Occupational and Leisure-Time Physical Activity with Aerobic Capacity in a Working Population," PLOS ONE, Public Library of Science, vol. 12(1), pages 1-15, January.
    5. Jian Li & Johannes Siegrist, 2012. "Physical Activity and Risk of Cardiovascular Disease—A Meta-Analysis of Prospective Cohort Studies," IJERPH, MDPI, vol. 9(2), pages 1-17, January.
    6. Nikola Štefelová & Jan Dygrýn & Karel Hron & Aleš Gába & Lukáš Rubín & Javier Palarea-Albaladejo, 2018. "Robust Compositional Analysis of Physical Activity and Sedentary Behaviour Data," IJERPH, MDPI, vol. 15(10), pages 1-18, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Suzanne Lerato Merkus & Pieter Coenen & Mikael Forsman & Stein Knardahl & Kaj Bo Veiersted & Svend Erik Mathiassen, 2022. "An Exploratory Study on the Physical Activity Health Paradox—Musculoskeletal Pain and Cardiovascular Load during Work and Leisure in Construction and Healthcare Workers," IJERPH, MDPI, vol. 19(5), pages 1-17, February.
    2. Anders Fritz Lerche & Svend Erik Mathiassen & Charlotte Lund Rasmussen & Leon Straker & Karen Søgaard & Andreas Holtermann, 2021. "Development and Implementation of ‘Just Right’ Physical Behavior in Industrial Work Based on the Goldilocks Work Principle—A Feasibility Study," IJERPH, MDPI, vol. 18(9), pages 1-22, April.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Maria Alzira Pimenta Dinis & Helder Fernando Pedrosa Sousa & Andreia de Moura & Lilian M. F. Viterbo & Ricardo J. Pinto, 2019. "Health Behaviors as a Mediator of the Association Between Interpersonal Relationships and Physical Health in a Workplace Context," IJERPH, MDPI, vol. 16(13), pages 1-9, July.
    2. Stafford, Mai & Cummins, Steven & Ellaway, Anne & Sacker, Amanda & Wiggins, Richard D. & Macintyre, Sally, 2007. "Pathways to obesity: Identifying local, modifiable determinants of physical activity and diet," Social Science & Medicine, Elsevier, vol. 65(9), pages 1882-1897, November.
    3. Marine Kirsch & Damien Vitiello, 2022. "The COVID-19 Pandemic Lowers Active Behavior of Patients with Cardiovascular Diseases, Healthy Peoples and Athletes," IJERPH, MDPI, vol. 19(3), pages 1-14, January.
    4. Elisa Menardo & Stefano De Dominicis & Margherita Pasini, 2022. "Exploring Perceived and Objective Measures of the Neighborhood Environment and Associations with Physical Activity among Adults: A Review and a Meta-Analytic Structural Equation Model," IJERPH, MDPI, vol. 19(5), pages 1-15, February.
    5. Brewer, Mackenzie & Kimbro, Rachel Tolbert, 2014. "Neighborhood context and immigrant children's physical activity," Social Science & Medicine, Elsevier, vol. 116(C), pages 1-9.
    6. Smith, Lindsey P. & Ng, Shu Wen & Popkin, Barry M., 2014. "No time for the gym? Housework and other non-labor market time use patterns are associated with meeting physical activity recommendations among adults in full-time, sedentary jobs," Social Science & Medicine, Elsevier, vol. 120(C), pages 126-134.
    7. Daniel Hess, 2012. "Walking to the bus: perceived versus actual walking distance to bus stops for older adults," Transportation, Springer, vol. 39(2), pages 247-266, March.
    8. Janet Lok Chun Lee & Temmy Lee Ting Lo & Rainbow Tin Hung Ho, 2018. "Understanding Outdoor Gyms in Public Open Spaces: A Systematic Review and Integrative Synthesis of Qualitative and Quantitative Evidence," IJERPH, MDPI, vol. 15(4), pages 1-15, March.
    9. Daniel Puciato, 2019. "Sociodemographic Associations of Physical Activity in People of Working Age," IJERPH, MDPI, vol. 16(12), pages 1-12, June.
    10. Robert Sandy & Gilbert Liu & John Ottensmann & Rusty Tchernis & Jeff Wilson & O. T. Ford, 2011. "Studying the Child Obesity Epidemic with Natural Experiments," NBER Chapters, in: Economic Aspects of Obesity, pages 181-221, National Bureau of Economic Research, Inc.
    11. Wesley Darling & Jacquelyn Broader & Adam Cohen & Susan Shaheen, 2023. "Going My Way? Understanding Curb Management and Incentive Policies to Increase Pooling Service Use and Public Transit Linkages in the San Francisco Bay Area," Sustainability, MDPI, vol. 15(18), pages 1-20, September.
    12. William N. Evans & Craig L. Garthwaite, 2014. "Giving Mom a Break: The Impact of Higher EITC Payments on Maternal Health," American Economic Journal: Economic Policy, American Economic Association, vol. 6(2), pages 258-290, May.
    13. Dimple Singh-Ackbarali & Rohanie Maharaj, 2017. "Perceptions on Healthy Eating, Nutrition and Obesity among Select Groups of the Population in Trinidad," International Journal of Social Science Studies, Redfame publishing, vol. 5(11), pages 15-24, November.
    14. Linda Widar & Birgitta Wiitavaara & Eva Boman & Marina Heiden, 2021. "Psychophysiological Reactivity, Postures and Movements among Academic Staff: A Comparison between Teleworking Days and Office Days," IJERPH, MDPI, vol. 18(18), pages 1-16, September.
    15. Li, Shengxiao & Zhao, Pengjun & Zhang, He & Quan, Jing, 2019. "Walking behavior in the old downtown Beijing: The impact of perceptions and attitudes and social variations," Transport Policy, Elsevier, vol. 73(C), pages 1-11.
    16. Ayse Ozbil & Tugce Gurleyen & Demet Yesiltepe & Ezgi Zunbuloglu, 2019. "Comparative Associations of Street Network Design, Streetscape Attributes and Land-Use Characteristics on Pedestrian Flows in Peripheral Neighbourhoods," IJERPH, MDPI, vol. 16(10), pages 1-23, May.
    17. Suzanne Lerato Merkus & Pieter Coenen & Mikael Forsman & Stein Knardahl & Kaj Bo Veiersted & Svend Erik Mathiassen, 2022. "An Exploratory Study on the Physical Activity Health Paradox—Musculoskeletal Pain and Cardiovascular Load during Work and Leisure in Construction and Healthcare Workers," IJERPH, MDPI, vol. 19(5), pages 1-17, February.
    18. Megan Knapp & Jeanette Gustat & Revonda Darensbourg & Leann Myers & Carolyn Johnson, 2018. "The Relationships between Park Quality, Park Usage, and Levels of Physical Activity in Low-Income, African American Neighborhoods," IJERPH, MDPI, vol. 16(1), pages 1-9, December.
    19. Cerin, Ester & Leslie, Eva & Owen, Neville, 2009. "Explaining socio-economic status differences in walking for transport: An ecological analysis of individual, social and environmental factors," Social Science & Medicine, Elsevier, vol. 68(6), pages 1013-1020, March.
    20. Anna Hendker & Malte Jetzke & Eric Eils & Claudia Voelcker-Rehage, 2020. "The Implication of Wearables and the Factors Affecting Their Usage among Recreationally Active People," IJERPH, MDPI, vol. 17(22), pages 1-18, November.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:17:y:2020:i:21:p:7929-:d:436559. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.