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Cillekens B, Coenen P, Huysmans MA, Holtermann A, Troiano RP, Mork PJ, Krokstad S, Clays E, De Bacquer D, Aadahl M, Kårhus LL, Sjøl A, Bo Andersen L, Kauhanen J, Voutilainen A, Pulsford R, Stamatakis E, Goldbourt U, Peters A, Thorand B, Rosengren A, Björck L, Sprow K, Franzon K, Rodriguez-Barranco M, Luján-Barroso L, Alfredsson L, Bahls M, Ittermann T, Wanner M, Bopp M, Marott JL, Schnohr P, Nordestgaard BG, Dalene KE, Ekelund U, Clausen J, Jensen MT, Petersen CB, Krause N, Twisk J, van Mechelen W, van der Beek AJ. Should workers be physically active after work? Associations of leisure-time physical activity with cardiovascular and all-cause mortality across occupational physical activity levels-An individual participant data meta-analysis. JOURNAL OF SPORT AND HEALTH SCIENCE 2024:100987. [PMID: 39277081 DOI: 10.1016/j.jshs.2024.100987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/17/2024]
Abstract
BACKGROUND There is insufficient evidence to provide recommendations for leisure-time physical activity among workers across various occupational physical activity levels. This study aimed to assess the association of leisure-time physical activity with cardiovascular and all-cause mortality across occupational physical activity levels. METHODS This study utilized individual participant data from 21 cohort studies, comprising both published and unpublished data. Eligibility criteria included individual-level data on leisure-time and occupational physical activity (categorized as sedentary, low, moderate, and high) along with data on all-cause and/or cardiovascular mortality. A 2-stage individual participant data meta-analysis was conducted, with separate analysis of each study using Cox proportional hazards models (Stage 1). These results were combined using random-effects models (Stage 2). RESULTS Higher leisure-time physical activity levels were associated with lower all-cause and cardiovascular mortality risk across most occupational physical activity levels, for both males and females. Among males with sedentary work, high compared to sedentary leisure-time physical activity was associated with lower all-cause (hazard ratios (HR) = 0.77, 95% Confidence interval(95%CI): 0.70-0.85) and cardiovascular mortality (HR = 0.76, 95%CI: 0.66-0.87) risk. Among males with high levels of occupational physical activity, high compared to sedentary leisure-time physical activity was associated with lower all-cause (HR = 0.84, 95%CI: 0.74-0.97) and cardiovascular mortality (HR = 0.79, 95%CI: 0.60-1.04) risk, while HRs for low and moderate levels of leisure-time physical activity ranged between 0.87 and 0.97 and were not statistically significant. Among females, most effects were similar but more imprecise, especially in the higher occupational physical activity levels. CONCLUSION Higher levels of leisure-time physical activity were generally associated with lower mortality risks. However, results for workers with moderate and high occupational physical activity levels, especially women, were more imprecise. Our findings suggests that workers may benefit from engaging in high levels of leisure-time physical activity, irrespective of their level of occupational physical activity.
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Affiliation(s)
- Bart Cillekens
- Amsterdam UMC, Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam 1081 HV, the Netherlands
| | - Pieter Coenen
- Amsterdam UMC, Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam 1081 HV, the Netherlands.
| | - Maaike A Huysmans
- Amsterdam UMC, Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam 1081 HV, the Netherlands
| | - Andreas Holtermann
- National Research Centre for the Working Environment, Copenhagen 2100, Denmark; Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense 5230, Denmark
| | | | - Paul Jarle Mork
- Department of Public Health and Nursing, Norwegian University of Science and Technology, 8905 Trondheim, Norway
| | - Steinar Krokstad
- Department of Public Health and Nursing, Norwegian University of Science and Technology, 8905 Trondheim, Norway; Levanger Hospital, Nord-Trøndelag Hospital Trust, Levanger 7601, Norway
| | - Els Clays
- Department of Public Health and Primary Care, Ghent University, Ghent 9000, Belgium
| | - Dirk De Bacquer
- Department of Public Health and Primary Care, Ghent University, Ghent 9000, Belgium
| | - Mette Aadahl
- Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Frederiksberg 2000, Denmark
| | - Line Lund Kårhus
- Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Frederiksberg 2000, Denmark
| | - Anette Sjøl
- The Capital Region of Denmark, Copenhagen 1172, Denmark
| | - Lars Bo Andersen
- Western Norway University of Applied Sciences, Faculty of Education, Arts and Sports, Sogndal 5414, Norway
| | - Jussi Kauhanen
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio 1627, Finland
| | - Ari Voutilainen
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio 1627, Finland
| | - Richard Pulsford
- Faculty of Health and Life Sciences, University of Exeter, EX1 2LU Exeter, UK
| | - Emmanuel Stamatakis
- Mackenzie Wearables Research Hub, Charles Perkins Centre, The University of Sydney, NSW 2050, Australia; School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, NSW 2050, Australia
| | - Uri Goldbourt
- Sackler Medical faculty in Tel Aviv University, Tel Aviv 6997801, Israel
| | - Annette Peters
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg 85764, Germany; German Centre for Cardiovascular Research (DZHK e.V.), partner site Munich Heart Alliance, Munich 80636, Germany; Institute for Medical Information Processing, Biometry, and Epidemiology (IBE), Pettenkofer School of Public Health, Faculty of Medicine, Ludwig-Maximilians-Universität, 80636 Munich, Germany
| | - Barbara Thorand
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg 85764, Germany; German Centre for Cardiovascular Research (DZHK e.V.), partner site Munich Heart Alliance, Munich 80636, Germany
| | - Annika Rosengren
- Institute of Medicine, Department of Molecular and Clinical Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg 40530, Sweden; Region Västra Götaland, Sahlgrenska University Hospital, Department of Medicine Geriatrics and Emergency Medicine/Östra, Gothenburg 41345, Sweden
| | - Lena Björck
- Institute of Medicine, Department of Molecular and Clinical Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg 40530, Sweden; Region Västra Götaland, Sahlgrenska University Hospital, Department of Medicine Geriatrics and Emergency Medicine/Östra, Gothenburg 41345, Sweden
| | - Kyle Sprow
- Administration for Strategic Preparedness and Response, U.S. Department of Health and Human Services, 20002 Washington D.C., USA
| | - Kristin Franzon
- Department of Public Health and Caring Sciences/Geriatrics, Uppsala University, Uppsala 75237, Sweden
| | - Miguel Rodriguez-Barranco
- Escuela Andaluza de Salud Pública (EASP), Granada 18011, Spain; Instituto de Investigación Biosanitaria ibs, Granada 18012, Spain; Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid 28029, Spain
| | - Leila Luján-Barroso
- Catalan Institute of Oncology, Unit of Nutrition and Cancer, Cancer Epidemiology Research Program, L'Hospitalet de Llobregat, Barcelona 08908, Spain; Bellvitge Biomedical Research Institute, Nutrition and Cancer Group; Epidemiology, Public Health, Cancer Prevention and Palliative Care Program, 08908 L'Hospitalet de Llobregat, Spain
| | - Lars Alfredsson
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden and Centre for Occupational and Environmental Medicine, Stockholm 17177, Sweden
| | - Martin Bahls
- Department of Internal Medicine B (Cardiology), University Medicine Greifswald, Greifswal 17489d, Germany; German Centre for Cardiovascular Research (DZHK), partner site Greifswald, Greifswald 17489, Germany
| | - Till Ittermann
- German Centre for Cardiovascular Research (DZHK), partner site Greifswald, Greifswald 17489, Germany; Institute for Community Medicine; University Medicine Greifswald, Greifswald 17489, Germany
| | - Miriam Wanner
- Biostatistics and Prevention Institute, University of Zürich, Epidemiology, Zürich 8001, Switzerland; Institute of Pathology and Molecular Pathology, Cancer Registry Zürich, University Hospital Zürich, Zürich 8091, Switzerland
| | - Matthias Bopp
- Biostatistics and Prevention Institute, University of Zürich, Epidemiology, Zürich 8001, Switzerland
| | - Jacob Louis Marott
- Bispebjerg and Frederiksberg Hospital, Copenhagen University Hospital, Frederiksberg 2000, Denmark; The Copenhagen General Population Study, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev 2730, Denmark
| | - Peter Schnohr
- Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev 2730, Denmark
| | - Børge G Nordestgaard
- The Copenhagen General Population Study, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev 2730, Denmark; Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev 2730, Denmark; Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen 2200, Denmark
| | - Knut Eirik Dalene
- Department of Sport Sciences, Norwegian School of Sport Sciences, 0863 Oslo, Norway; Department of Chronic Diseases, Norwegian Institute of Public Health, 0456 Oslo, Norway
| | - Ulf Ekelund
- Department of Sport Sciences, Norwegian School of Sport Sciences, 0863 Oslo, Norway; Department of Chronic Diseases, Norwegian Institute of Public Health, 0456 Oslo, Norway
| | - Johan Clausen
- Epidemiological Research Unit, Departments of Occupational and Environmental Medicine, Bispebjerg University Hospital, Copenhagen 2400, Denmark
| | - Magnus T Jensen
- Steno Diabetes Center Copenhagen, Herlev 2730, Denmark; The Copenhagen City Heart Study, Copenhagen 2000, Denmark
| | | | - Niklas Krause
- Departments of Epidemiology and Environmental Health Sciences, Fielding School of Public Health, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Jos Twisk
- Amsterdam UMC, Department of Epidemiology and Data Science, Amsterdam 1081HV, the Netherlands
| | - Willem van Mechelen
- Amsterdam UMC, Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam 1081 HV, the Netherlands
| | - Allard J van der Beek
- Amsterdam UMC, Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam 1081 HV, the Netherlands
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Coenen P, Huysmans MA, Holtermann A, Troiano RP, Mork PJ, Krokstad S, Clays E, Cillekens B, De Bacquer D, Aadahl M, Kårhus LL, Sjøl A, Andersen LB, Kauhanen J, Voutilainen A, Pulsford RM, Stamatakis E, Goldbourt U, Peters A, Thorand B, Rosengren A, Björck L, Sprow K, Franzon K, Rodriguez-Barranco M, Luján-Barroso L, Knutsson A, Alfredsson L, Bahls M, Ittermann T, Kluttig A, Hassan L, Wanner M, Bopp M, Marott JL, Schnohr P, Nordestgaard BG, Dalene KE, Ekelund U, Clausen J, Jensen MT, Petersen CB, Krause N, Twisk J, Mechelen WV, van der Beek AJ. Associations of occupational and leisure-time physical activity with all-cause mortality: an individual participant data meta-analysis. Br J Sports Med 2024:bjsports-2024-108117. [PMID: 39255999 DOI: 10.1136/bjsports-2024-108117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/23/2024] [Indexed: 09/12/2024]
Abstract
OBJECTIVE Health effects of different physical activity domains (ie, during leisure time, work and transport) are generally considered positive. Using Active Worker consortium data, we assessed independent associations of occupational and leisure-time physical activity (OPA and LTPA) with all-cause mortality. DESIGN Two-stage individual participant data meta-analysis. DATA SOURCE Published and unpublished cohort study data. ELIGIBILITY CRITERIA Working participants aged 18-65 years. METHODS After data harmonisation, we assessed associations of OPA and LTPA with all-cause mortality. In stage 1, we analysed data from each study separately using Cox survival regression, and in stage 2, we pooled individual study findings with random-effects modelling. RESULTS In 22 studies with up to 590 497 participants from 11 countries, during a mean follow-up of 23.1 (SD: 6.8) years, 99 743 (16%) participants died. Adjusted for LTPA, body mass index, age, smoking and education level, summary (ie, stage 2) hazard ration (HRs) and 95% confidence interval (95% CI) for low, moderate and high OPA among men (n=2 96 134) were 1.01 (0.99 to 1.03), 1.05 (1.01 to 1.10) and 1.12 (1.03 to 1.23), respectively. For women (n=2 94 364), HRs (95% CI) were 0.98 (0.92 to 1.04), 0.96 (0.92 to 1.00) and 0.97 (0.86 to 1.10), respectively. In contrast, higher levels of LTPA were inversely associated with mortality for both genders. For example, for women HR for low, moderate and high compared with sedentary LTPA were 0.85 (0.81 to 0.89), 0.78 (0.74 to 0.81) and 0.75 (0.65 to 0.88), respectively. Effects were attenuated when adjusting for income (although data on income were available from only 9 and 6 studies, for men and women, respectively). CONCLUSION Our findings indicate that OPA may not result in the same beneficial health effects as LTPA.
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Affiliation(s)
- Pieter Coenen
- Public and Occupational Health, Amsterdam UMC Locatie VUmc, Amsterdam, The Netherlands
| | - Maaike A Huysmans
- Public and Occupational Health, Amsterdam UMC Locatie VUmc, Amsterdam, The Netherlands
| | - Andreas Holtermann
- National Research Centre for the Working Environment, Copenhagen, Denmark
- Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | | | - Paul Jarle Mork
- Department of Public Health and Nursing, Norwegian University of Science and Technology, Trondheim, Norway
| | - Steinar Krokstad
- Department of Public Health and Nursing, Norwegian University of Science and Technology, Trondheim, Norway
- Levanger Hospital, Nord-Trøndelag Hospital Trust, Levanger, Norway
| | - Els Clays
- Department of Public Health and Primary Care, Ghent University, Ghent, Belgium
| | - Bart Cillekens
- Public and Occupational Health, Amsterdam UMC Locatie VUmc, Amsterdam, The Netherlands
| | - Dirk De Bacquer
- Department of Public Health and Primary Care, Ghent University, Ghent, Belgium
| | - Mette Aadahl
- Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Frederiksberg, Denmark
| | - Line Lund Kårhus
- Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Frederiksberg, Denmark
| | - Anette Sjøl
- The Capital Region of Denmark, Copenhagen, Denmark
| | - Lars Bo Andersen
- Faculty of Education, Arts and Sports, Western Norwegian University of Applied Sciences, Sogndal, Norway
| | - Jussi Kauhanen
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
| | - Ari Voutilainen
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
| | | | - Emmanuel Stamatakis
- Mackenzie Wearables Research Hub, Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Uri Goldbourt
- Sackler Medical faculty, Tel Aviv University, Tel Aviv, Israel
| | - Annette Peters
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- German Centre for Cardiovascular Research (DZHK e.V.), partner site Munich Heart Alliance, Munich, Germany
- Institute for Medical Information Processing, Biometry, and Epidemiology (IBE), Pettenkofer School of Public Health, Faculty of Medicine, Ludwig-Maximilians-Universität, Munich, Germany
| | - Barbara Thorand
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- Institute for Medical Information Processing, Biometry, and Epidemiology (IBE), Pettenkofer School of Public Health, Faculty of Medicine, Ludwig-Maximilians-Universität, Munich, Germany
| | - Annika Rosengren
- Institute of Medicine, Department of Molecular and Clinical Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Medicine Geriatrics and Emergency Medicine/Östra, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Lena Björck
- Institute of Medicine, Department of Molecular and Clinical Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Medicine Geriatrics and Emergency Medicine/Östra, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Kyle Sprow
- Administration for Strategic Preparedness and Response, Washington DC, Columbia, USA
| | - Kristin Franzon
- Department of Public Health and Caring Sciences/Geriatrics, Uppsala University, Uppsala, Sweden
| | - Miguel Rodriguez-Barranco
- Escuela Andaluza de Salud Pública (EASP), Granada, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Leila Luján-Barroso
- Unit of Nutrition and Cancer, Catalan Institute of Oncology - ICO, L'Hospitalet de Llobregat, Spain
- Nutrition and Cancer Group; Epidemiology, Public Health, Cancer Prevention and Palliative Care Program, Bellvitge Biomedical Research Institute - IDIBELL, L'Hospitalet de Llobregat, Spain
| | - Anders Knutsson
- Department of Health Sciences, Mid Sweden University, Sundsvall, Sweden
| | - Lars Alfredsson
- Centre for Occupational and Environmental Medicine, Stockholm, Region Stockholm, Sweden
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Martin Bahls
- German Centre for Cardiovascular Research (DZHK), partner site Greifswald, Greifswald, Germany
- Department of Internal Medicine B, University Medicine Greifswald, Greifswald, Germany
| | - Till Ittermann
- German Centre for Cardiovascular Research (DZHK), partner site Greifswald, Greifswald, Germany
- Department of Study of Health in Pomerania/Clinical-Epidemiological Research, Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
| | - Alexander Kluttig
- Institute for Medical Epidemiology, Biostatistics and Informatics, Martin-Luther-University Halle-Wittenberg, Halle/Saale, Germany
| | - Lamiaa Hassan
- Institute for Medical Epidemiology, Biostatistics and Informatics, Martin-Luther-University Halle-Wittenberg, Halle/Saale, Germany
| | - Miriam Wanner
- Epidemiology, Biostatistics and Prevention Institute, University of Zürich, Zürich, Switzerland
- Cancer Registry Zürich, Zug, Schaffhausen and Schwyz, University Hospital Zürich, Zürich, Switzerland
| | - Matthias Bopp
- Epidemiology, Biostatistics and Prevention Institute, University of Zürich, Zürich, Switzerland
| | - Jacob Louis Marott
- The Copenhagen City Heart Study, Bispebjerg and Frederiksberg Hospital, Copenhagen University Hospital, Frederiksberg, Denmark
- The Copenhagen General Population Study, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark
| | - Peter Schnohr
- The Copenhagen City Heart Study, Bispebjerg and Frederiksberg Hospital, Copenhagen University Hospital, Frederiksberg, Denmark
| | - Børge Grønne Nordestgaard
- The Copenhagen City Heart Study, Bispebjerg and Frederiksberg Hospital, Copenhagen University Hospital, Frederiksberg, Denmark
- The Copenhagen General Population Study, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark
- Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark
| | - Knut Eirik Dalene
- Department of Sport Sciences, Norwegian School of Sport Sciences, Oslo, Norway
- Department of Chronic Diseases, Norwegian Institute of Public Health, Oslo, Norway
| | - Ulf Ekelund
- Department of Sport Sciences, Norwegian School of Sport Sciences, Oslo, Norway
- Department of Chronic Diseases, Norwegian Institute of Public Health, Oslo, Norway
| | - Johan Clausen
- Epidemiological Research Unit, Departments of Occupational and Environmental Medicine, Bispebjerg University Hospital, Copenhagen, Denmark
| | - Magnus Thorsten Jensen
- The Copenhagen City Heart Study, Bispebjerg and Frederiksberg Hospital, Copenhagen University Hospital, Frederiksberg, Denmark
- Steno Diabetes Center Copenhagen, Herlev, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Christina Bjørk Petersen
- Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Frederiksberg, Denmark
- National Institute of Public Health, University of Southern Denmark, Odense, Denmark
| | - Niklas Krause
- Fielding School of Public Health, Departments of Epidemiology and Environmental Health Sciences, University of California Los Angeles, Los Angeles, California, USA
| | - Jos Twisk
- Department of Epidemiology and Data Science, Amsterdam UMC, Amsterdam, The Netherlands
| | - Willem van Mechelen
- Public and Occupational Health, Amsterdam UMC Locatie VUmc, Amsterdam, The Netherlands
| | - Allard J van der Beek
- Public and Occupational Health, Amsterdam UMC Locatie VUmc, Amsterdam, The Netherlands
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Poulsen VR, Baumann M, Korshøj M. The association between number of steps and the ambulatory blood pressure during leisure vs. work hours among cleaners. Int Arch Occup Environ Health 2023; 96:1373-1381. [PMID: 37851100 PMCID: PMC10635965 DOI: 10.1007/s00420-023-02015-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 09/29/2023] [Indexed: 10/19/2023]
Abstract
PURPOSE The physical activity paradox states occupational physical activity (OPA) to be hazardous and leisure time physical activity (LTPA) to be beneficial for health. Yet, the acute effects of OPA and LTPA on cardiovascular risk factors are sparsely investigated. The aim of this study was to investigate the acute effects on ambulatory blood pressure (ABP) from steps/hour during work and leisure time among cleaners. METHODS Data were obtained from a cluster randomized worksite intervention among 91 cleaners in Denmark and included a questionnaire, objective physical measurements, ABP (measured across 24 h), and steps/hour (measured during work and leisure time). A preliminary linear regression analysis was conducted as a mixed model including random intercept and slope, allowing for both within- and between-participant variability. We adjusted for sex, age, job seniority, medication use, smoking, self-reported fitness and BMI. Changes in ABP (mmHg) were estimated per 100 steps/hour. RESULTS The number of steps taken was not associated with ABP during either work or leisure. Moreover, the ABP did not seem to differ between exposure to steps taken during work (systolic - 0.42 mmHg, 95% Confidence Interval (CI): - 1.10-0.25, diastolic - 0.03 mmHg, 95% CI, - 0.45-0.39) and leisure time (systolic -0.47 mmHg, 95% CI, - 1.66-0.72, diastolic 0.25 mmHg, 95% CI, - 0.46-0.97). CONCLUSION Our findings show no significant association between steps/hour and ABP and no contrasting effects between work and leisure time. These mechanisms fostering the divergent results need to be further investigated to improve the understanding of the physical activity paradox.
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Affiliation(s)
| | - Mathilde Baumann
- Department of Occupational and Social Medicine, Hospital Holbæk, Holbæk, Denmark
| | - Mette Korshøj
- Department of Occupational and Social Medicine, Hospital Holbæk, Holbæk, Denmark
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Zotcheva E, Bratsberg B, Strand BH, Jugessur A, Engdahl BL, Bowen C, Selbæk G, Kohler HP, Harris JR, Weiss J, Tom SE, Krokstad S, Mekonnen T, Edwin TH, Stern Y, Håberg AK, Skirbekk V. Trajectories of occupational physical activity and risk of later-life mild cognitive impairment and dementia: the HUNT4 70+ study. THE LANCET REGIONAL HEALTH. EUROPE 2023; 34:100721. [PMID: 37927437 PMCID: PMC10625024 DOI: 10.1016/j.lanepe.2023.100721] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 08/03/2023] [Accepted: 08/07/2023] [Indexed: 11/07/2023]
Abstract
Background High levels of occupational physical activity (PA) have been linked to an increased risk of dementia. We assessed the association of trajectories of occupational PA at ages 33-65 with risk of dementia and mild cognitive impairment (MCI) at ages 70+. Methods We included 7005 participants (49.8% were women, 3488/7005) from the HUNT4 70+ Study. Group-based trajectory modelling was used to identify four trajectories of occupational PA based on national registry data from 1960 to 2014: stable low (30.9%, 2162/7005), increasing then decreasing (8.9%, 625/7005), stable intermediate (25.1%, 1755/7005), and stable high (35.2%, 2463/7005). Dementia and MCI were clinically assessed in 2017-2019. We performed adjusted multinomial regression to estimate relative risk ratios (RRR) with 95% confidence intervals (CI) for dementia and MCI. Findings 902 participants were diagnosed with dementia and 2407 were diagnosed with MCI. Absolute unadjusted risks for dementia and MCI were 8.8% (95% CI: 7.6-10.0) and 27.4% (25.5-29.3), respectively, for those with a stable low PA trajectory, 8.2% (6.0-10.4) and 33.3% (29.6-37.0) for those with increasing, then decreasing PA; while they were 16.0% (14.3-17.7) and 35% (32.8-37.2) for those with stable intermediate, and 15.4% (14.0-16.8) and 40.2% (38.3-42.1) for those with stable high PA trajectories. In the adjusted model, participants with a stable high trajectory had a higher risk of dementia (RRR 1.34, 1.04-1.73) and MCI (1.80, 1.54-2.11), whereas participants with a stable intermediate trajectory had a higher risk of MCI (1.36, 1.15-1.61) compared to the stable low trajectory. While not statistically significant, participants with increasing then decreasing occupational PA had a 24% lower risk of dementia and 18% higher risk of MCI than the stable low PA group. Interpretation Consistently working in an occupation with intermediate or high occupational PA was linked to an increased risk of cognitive impairment, indicating the importance of developing strategies for individuals in physically demanding occupations to prevent cognitive impairment. Funding This work was supported by the National Institutes of Health (R01AG069109-01) and the Research Council of Norway (296297, 262700, 288083).
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Affiliation(s)
- Ekaterina Zotcheva
- Department for Physical Health and Aging, Norwegian Institute of Public Health, Oslo, Norway
- Norwegian National Centre of Ageing and Health, Vestfold Hospital Trust, Tønsberg, Norway
| | - Bernt Bratsberg
- Centre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway
- Ragnar Frisch Center for Economic Research, Oslo, Norway
| | - Bjørn Heine Strand
- Department for Physical Health and Aging, Norwegian Institute of Public Health, Oslo, Norway
- Norwegian National Centre of Ageing and Health, Vestfold Hospital Trust, Tønsberg, Norway
- Department of Geriatric Medicine, Oslo University Hospital, Oslo, Norway
| | - Astanand Jugessur
- Centre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
| | - Bo Lars Engdahl
- Department for Physical Health and Aging, Norwegian Institute of Public Health, Oslo, Norway
| | | | - Geir Selbæk
- Norwegian National Centre of Ageing and Health, Vestfold Hospital Trust, Tønsberg, Norway
- Department of Geriatric Medicine, Oslo University Hospital, Oslo, Norway
- Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Hans-Peter Kohler
- Population Aging Research Center and Department of Sociology, University of Pennsylvania, Philadelphia, PA, USA
| | - Jennifer R. Harris
- Centre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Jordan Weiss
- Stanford Center on Longevity, Stanford University, Stanford, CA, USA
| | - Sarah E. Tom
- Department of Neurology, Columbia University Vagelos College of Physicians and Surgeons, USA
- Department of Epidemiology, Columbia University, Mailman School of Public Health, USA
| | - Steinar Krokstad
- HUNT Research Centre, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
- Levanger Hospital, Nord-Trøndelag Hospital Trust, Norway
| | - Teferi Mekonnen
- Department for Physical Health and Aging, Norwegian Institute of Public Health, Oslo, Norway
| | - Trine Holt Edwin
- Department of Geriatric Medicine, Oslo University Hospital, Oslo, Norway
| | - Yaakov Stern
- Department of Neurology, Columbia University Vagelos College of Physicians and Surgeons, USA
| | - Asta Kristine Håberg
- Department for Physical Health and Aging, Norwegian Institute of Public Health, Oslo, Norway
- Department of Neuromedicine and Movement Science, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - Vegard Skirbekk
- Department for Physical Health and Aging, Norwegian Institute of Public Health, Oslo, Norway
- Norwegian National Centre of Ageing and Health, Vestfold Hospital Trust, Tønsberg, Norway
- Centre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway
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Jung SK, Lim HK, Jeong Y, Lee SJ, Park JS, Song IS. Influence of shift work on periodontitis according to the occupation group. Sci Rep 2023; 13:17921. [PMID: 37863993 PMCID: PMC10589210 DOI: 10.1038/s41598-023-45222-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 10/17/2023] [Indexed: 10/22/2023] Open
Abstract
This study aimed to investigate the effects of shift work on periodontal disease in blue-and white-collar workers and to examine the interaction effects between occupation and work patterns. Data were collected from the Korea National Health and Nutrition Examination Survey conducted by the Korean Ministry of Health and Welfare for a total of nine years from 2007 to 2015. Participants with missing outcome variables were excluded from the analysis and a total of 32,336 participants were included in the final analysis. Univariable odds ratios (OR) were calculated using a logistic regression model with 95% confidence interval (CI). A multivariable logistic regression analysis was performed using the backward elimination method. The CONTRAST statement was used to analyze the interaction effect between occupation and work patterns. Multivariable logistic regression analysis revealed that interaction effects are present between the terms, occupational type and work pattern. Crude OR of shift work for periodontitis was 1.269 [CI 1.213-1.327, P < 0.05]. However, following adjustment for multiple confounding factors and the interaction effect term considered, this OR (1.269) increased to 1.381 [CI 1.253-1.523] in white-collar group while it decreased to 1.198 [1.119-1.283] in blue-collar. Crude OR of blue-collar (OR = 3.123, CI 2.972-3.281, P < 0.05) decreased to 1.151 [CI 1.049-1.262] when interaction effect to the shift work was considered. Shift work pattern increases the risk for periodontitis and this adverse effect is greater when white-collar workers are engaged comparing to blue-collar. The result of this study suggests that 24/7 lifestyle of the modern society poses health risks to the relevant people and the potential harm can be greater to white-collar workers.
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Affiliation(s)
- Seok-Ki Jung
- Department of Orthodontics, Korea University Guro Hospital, Seoul, Republic of Korea
| | - Ho-Kyung Lim
- Department of Oral and Maxillofacial Surgery, Korea University Guro Hospital, Seoul, Republic of Korea
| | - Yujin Jeong
- Department of Biostatistics, Korea University College of Medicine, Seoul, Republic of Korea
| | - Sung Jae Lee
- Department of Oral and Maxillofacial Surgery, Korea University Anam Hospital, 73 Goryeodae-ro, Seongbuk-gu, Seoul, 02841, Republic of Korea
| | - Jung Soo Park
- Department of Periodontology, Korea University Anam Hospital, 73 Goryeodae-ro, Seongbuk-gu, Seoul, 02841, Republic of Korea.
| | - In-Seok Song
- Department of Oral and Maxillofacial Surgery, Korea University Anam Hospital, 73 Goryeodae-ro, Seongbuk-gu, Seoul, 02841, Republic of Korea.
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Korshøj M, Allesøe K, Mortensen OS, Siersma V, Kauhanen J, Krause N. Occupational physical activity predicts baseline and 8-year progression of carotid atherosclerosis among women. Scand J Med Sci Sports 2023; 33:1792-1806. [PMID: 37329198 DOI: 10.1111/sms.14429] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 01/19/2023] [Accepted: 06/02/2023] [Indexed: 06/18/2023]
Abstract
INTRODUCTION Recent reviews link higher levels of occupational physical activity (OPA) to cardiovascular disease (CVD). However, the evidence for women is inconsistent and studies of activity-limiting symptomatic CVD are prone to healthy worker survivor effect. To address these limitations, this study investigated OPA effects on asymptomatic carotid artery intima-media thickness (IMT) among women. METHODS Participants include 905 women from the population-based Kuopio Ischemic Heart Disease Risk Factor Study with baseline (1998-2001) data on self-reported OPA and sonographic measurement of IMT. Linear mixed models with adjustment for 15 potential confounders estimated and compared mean baseline IMT and 8-year IMT progression for five levels of self-reported OPA. Analyses stratified by cardiovascular health and retirement status were planned because strong interactions between preexisting CVD and OPA intensity have previously been reported. RESULTS Light standing work, moderately heavy active work, and heavy or very heavy physical work were all consistently associated with greater baseline IMT and 8-year IMT progression than light sitting work. The greatest baseline IMT was observed for heavy or very heavy physical work (1.21 mm), and the greatest 8-year IMT progression for light standing work and moderately heavy active work (both 0.13 mm), 30% above sitting work (0.10 mm). Stratified analyses showed that these differences were driven by much stronger OPA effects among women with baseline carotid artery stenosis. Retired women experienced slower IMT progression than those working at baseline. CONCLUSIONS Higher levels of OPA predict higher baseline IMT and 8-year IMT progression, especially among women with baseline stenosis.
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Affiliation(s)
- Mette Korshøj
- Department of Occupational and Social Medicine, Holbaek Hospital, part of Copenhagen University Hospital, Copenhagen, Denmark
| | - Karen Allesøe
- Department of Occupational and Social Medicine, Holbaek Hospital, part of Copenhagen University Hospital, Copenhagen, Denmark
- Center for Clinical Research and Prevention, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Ole Steen Mortensen
- Department of Occupational and Social Medicine, Holbaek Hospital, part of Copenhagen University Hospital, Copenhagen, Denmark
- Section of Social Medicine, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Volkert Siersma
- The Research Unit for General Practice and Section of General Practice, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Jussi Kauhanen
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
| | - Niklas Krause
- Department of Epidemiology, University of California Los Angeles (UCLA), Los Angeles, California, USA
- Department of Environmental Health Sciences, University of California Los Angeles (UCLA), Los Angeles, California, USA
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7
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Cillekens B, Huysmans MA, Holtermann A, van Mechelen W, Straker L, Krause N, van der Beek AJ, Coenen P. Re: Cillekens B, Huysmans MA, Holtermann A, van Mechelen W, Straker L, Krause N, van der Beek AJ, Coenen P. Physical activity at work may not be health enhancing. A systematic review with meta-analysis on the association between occupational physical activity and cardiovascular disease mortality covering 23 studies with 655 892 participants. Scand J Work Environ Health. 2022;48(2):86-98. doi:10.5271/sjweh.3993. Scand J Work Environ Health 2023; 49:231-244. [PMID: 37000459 PMCID: PMC10621902 DOI: 10.5271/sjweh.4090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Indexed: 04/01/2023] Open
Abstract
Objectives Emerging evidence suggests contrasting health effects for leisure-time and occupational physical activity. In this systematic review, we synthesized and described the epidemiological evidence regarding the association between occupational physical activity and cardiovascular disease (CVD) mortality. Methods A literature search was performed in PubMed, Embase, CINAHL, PsycINFO and Evidence-Based Medicine Reviews, from database inception to 17 April 2020. Articles were included if they described original observational prospective research, assessing the association between occupational physical activity and CVD mortality among adult workers. Reviews were included if they controlled for age and gender and at least one other relevant variable. We performed meta-analyses on the associations between occupational physical activity and CVD mortality. Results We screened 3345 unique articles, and 31 articles (from 23 studies) were described in this review. In the meta-analysis, occupational physical activity showed no significant association with overall CVD mortality for both males [hazard ratio (HR) 0.97, 95% confidence interval (CI) 0.84–1.12] and females (HR 0.97, 95% CI 0.82–1.15). Additional analysis showed that higher levels of occupational physical activity were non-significantly associated with a 9% increase in studies reporting on the outcome ischemic heart disease mortality (HR 1.09, 95% CI 0.82–1.43). Conclusions While the beneficial association between leisure-time physical activity and CVD mortality has been widely documented, occupational physical activity was not found to have a beneficial association with CVD mortality. This observation may have implications for our appreciation of the association between physical activity and health for workers in physically demanding jobs, as occupational physical activity may not be health enhancing.
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Affiliation(s)
| | | | | | | | | | | | | | - Pieter Coenen
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, VU University Medical Centre (VUmc), Van der Boechorststraat 7, 1081 BT, Amsterdam, The Netherlands.
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Habu M, Okada H, Hamaguchi M, Kurogi K, Murata H, Ito M, Fukui M. Association between occupation type and development of type 2 diabetes: A population-based Panasonic cohort study 3. Front Public Health 2023; 11:1103275. [PMID: 36741952 PMCID: PMC9893857 DOI: 10.3389/fpubh.2023.1103275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Accepted: 01/04/2023] [Indexed: 01/20/2023] Open
Abstract
Background Due to a lack of investigation on the association between the type of occupation and the development of type 2 diabetes among Japanese individuals, we aimed to assess this association in 98,935 Japanese individuals. Methods This long-term retrospective cohort study included participants selected from medical health checkup programs conducted at the Panasonic Corporation, Osaka, Japan, from 2008 to 2018. Cox regression analyses were used to evaluate the association between occupation type and the incidence of type 2 diabetes. Results From 2008 to 2018, 5,008 participants developed type 2 diabetes. The proportion of never smokers, those with slow eating speeds, and those working with a flextime system was higher in men with technical jobs than in salespersons, manufacturers, and office workers (p < 0.0001). Cox regression analyses revealed that occupation type was associated with an increased probability of type 2 diabetes development in men but not in women. Multivariate analyses showed that the hazard ratios were 1.15 [95% confidence interval (CI), 1.05-1.26], 1.20 (95% CI, 1.10-1.30), and 1.11 (95% CI, 1.02-1.21) in men working as salespersons, manufacturers, and office workers, respectively (reference group: men with technical jobs). On the other hand, the occupation type was not associated with the development of type 2 diabetes in women. Conclusions This study demonstrated that occupation type might be an independent factor in the development of type 2 diabetes in Japanese men.
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Affiliation(s)
- Momoko Habu
- Department of Diabetes and Endocrinology, Matsushita Memorial Hospital, Moriguchi, Japan
| | - Hiroshi Okada
- Department of Diabetes and Endocrinology, Matsushita Memorial Hospital, Moriguchi, Japan,Department of Endocrinology and Metabolism, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan,*Correspondence: Hiroshi Okada ✉
| | - Masahide Hamaguchi
- Department of Endocrinology and Metabolism, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Kazushiro Kurogi
- Department of Health Care Center, Panasonic Health Insurance Organization, Moriguchi, Japan
| | - Hiroaki Murata
- Department of Orthopaedic Surgery, Matsushita Memorial Hospital, Moriguchi, Japan
| | - Masato Ito
- Department of Health Care Center, Panasonic Health Insurance Organization, Moriguchi, Japan
| | - Michiaki Fukui
- Department of Endocrinology and Metabolism, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
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Poulsen VR, Fischer LK, Aadahl M, Mortensen OS, Skou ST, Jørgensen LB, Jepsen R, Møller A, Petersen TL, Brønd JC, Tang L, Korshøj M. The association between physical activity, low-grade inflammation, and labour market attachment among people with multimorbidity: A cross-sectional study from the Lolland-Falster Health Study, Denmark. JOURNAL OF MULTIMORBIDITY AND COMORBIDITY 2023; 13:26335565231195510. [PMID: 37621316 PMCID: PMC10447179 DOI: 10.1177/26335565231195510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Accepted: 08/01/2023] [Indexed: 08/26/2023]
Abstract
Aim Evidence suggests low-grade inflammation (LGI) to be associated with multimorbidity. Furthermore, there are links between inflammation markers, physical activity (PA), and labour market participation. The aims of this study were to examine the association between PA and LGI in people with multimorbidity and if this association was moderated by self-reported labour market attachment. Methods Cross-sectional data were collected in the Lolland-Falster Health Study (LOFUS) from 2016-2020. We included 1,106 participants with multimorbidity and valid accelerometer data. PA was measured as the average counts per minute (CPM) per day during wake time and split in time spent in moderate to vigorous intensity (MVPA) and light intensity (LPA). Degree of inflammation was determined by high sensitive C-reactive protein (hsCRP) level. Associations were investigated using multiple logistic regression analyses, stratified by labour market attachment. Results The odds of having LGI was higher with lower amount of daily LPA. The highest odds of LGI was observed for CPM < 200 per day (odds ratio (OR) 2.55; 95% confidence interval (CI) 1.46-4.43), MVPA < 15 minutes per day (OR 2.97; 95 % CI 1.56-5.62), and LPA < 90 (OR 2.89; 95 % CI 1.43-5.81) with the reference groups being CPM ≥ 400 per day, MVPA ≥ 30, and LPA ≥ 180 min per day, respectively. We could not preclude an interaction between LPA and labour market attachment (p = 0.109). Conclusion PA recommendations should be developed with attention to people with chronic diseases, who may experience barriers to reach PA at high intensities. People with no labour market attachment may benefit from primary and secondary prevention of multimorbidity.
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Affiliation(s)
- Vivian Rueskov Poulsen
- Department of Occupational and Social Medicine, Holbæk Hospital, a part of Copenhagen University Hospital, Holbæk, Denmark
| | - Linda Kjær Fischer
- Department of Strategy and Plan, Zealand University Hospital, Køge, Denmark
| | - Mette Aadahl
- Centre for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Ole Steen Mortensen
- Department of Occupational and Social Medicine, Holbæk Hospital, a part of Copenhagen University Hospital, Holbæk, Denmark
- Department of Public Health, Section of Social Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Søren T Skou
- Research Unit for Musculoskeletal Function and Physiotherapy, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
- The Research and Implementation Unit PROgrez, Department of Physiotherapy and Occupational Therapy, Næstved-Slagelse-Ringsted Hospitals, Region Zealand, Slagelse, Denmark
| | - Lars Bo Jørgensen
- Research Unit for Musculoskeletal Function and Physiotherapy, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
- The Research and Implementation Unit PROgrez, Department of Physiotherapy and Occupational Therapy, Næstved-Slagelse-Ringsted Hospitals, Region Zealand, Slagelse, Denmark
- Department of Physiotherapy and Occupational Therapy, Zealand University Hospital, Roskilde, Denmark
| | - Randi Jepsen
- Lolland-Falster Health Study, Centre for Epidemiological Research, Nykøbing F. Hospital, Nykøbing Falster, Denmark
| | - Anne Møller
- Centre of Research and Education in General Practice, Department of Public Health, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
- Primary Health Care Research Unit, Region Zealand, Denmark
| | - Therese Lockenwitz Petersen
- Lolland-Falster Health Study, Centre for Epidemiological Research, Nykøbing F. Hospital, Nykøbing Falster, Denmark
| | - Jan Christian Brønd
- Research Unit for Exercise Epidemiology, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | - Lars Tang
- The Research and Implementation Unit PROgrez, Department of Physiotherapy and Occupational Therapy, Næstved-Slagelse-Ringsted Hospitals, Region Zealand, Slagelse, Denmark
- The Department of Regional Health Research, University of Southern, Odense, Denmark
| | - Mette Korshøj
- Department of Occupational and Social Medicine, Holbæk Hospital, a part of Copenhagen University Hospital, Holbæk, Denmark
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10
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Dinh-Dang D, Khafagy A, Krause N, Harris-Adamson C. Assessment of cardiovascular load among hotel room cleaners. APPLIED ERGONOMICS 2023; 106:103886. [PMID: 36162273 DOI: 10.1016/j.apergo.2022.103886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 08/15/2022] [Accepted: 08/17/2022] [Indexed: 05/16/2023]
Abstract
Hotel room cleaners are a vulnerable population at risk for cardiovascular disease. To evaluate their workload heart rate (HR), % heart rate reserve (%HRR), blood pressure (BP), metabolic equivalent (MET), and energy expenditure (EE) were measured over two workdays and two off-workdays. The mean age was 45.5 (SD 8.2) years with a mean 10.4 (SD 7.8) years of work experience. Mean average and peak HR, %HRR, MET, and EE were significantly higher during a workday than an off-workday for the entire work shift, first and last hour of work. Mean average HR and %HRR saw the largest increase between the lunch and post-lunch interim. One-fourth of subjects exceeded the recommended 30% HRR threshold for 8-hour shifts. Some workers experienced a substantial increase in HR and DBP over a workday indicating physiologic fatigue and thus may be at increased risk for cardiovascular disease and premature death due to excessive physical work demands.
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Affiliation(s)
- Duyen Dinh-Dang
- Department of Biological Sciences, University of California, Irvine, Irvine, CA, USA
| | - Abdullah Khafagy
- Department of Community Medicine and Pilgrims Health Care, College of Medicine, Umm Al-Qura University, Makkah, Saudi Arabia; Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Niklas Krause
- Department of Environmental Health Sciences and Department of Epidemiology, School of Public Health, University of California Los Angeles, Los Angeles, CA, USA
| | - Carisa Harris-Adamson
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA; Department of Environmental Health Sciences, University of California, Berkeley, Berkeley, CA, USA.
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11
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An Exploratory Study on the Physical Activity Health Paradox-Musculoskeletal Pain and Cardiovascular Load during Work and Leisure in Construction and Healthcare Workers. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19052751. [PMID: 35270444 PMCID: PMC8910306 DOI: 10.3390/ijerph19052751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/25/2021] [Revised: 02/14/2022] [Accepted: 02/15/2022] [Indexed: 12/04/2022]
Abstract
Using a novel approach, this exploratory study investigated whether the physical activity (PA) paradox extends to cardiovascular load and musculoskeletal pain. At baseline, 1–2 days of 24 h heart rate was assessed in 72 workers from construction and healthcare. Workers then reported pain intensity in 9 body regions (scale 0–3) every 6 months for two years. The 2 year average of musculoskeletal pain (sum of 9 pain scores; scale 0–27) was regressed on time spent during work and leisure above three thresholds of percentage heart rate reserve (%HRR), i.e., ≥20 %HRR, ≥30 %HRR, and ≥40 %HRR, using a novel ilr structure in compositional data analysis. Analyses were stratified for several important variables. Workers spending more time in physical activity at work had higher pain, while workers with more time in physical activity during leisure had less pain (i.e., the PA paradox), but none of the associations were statistically significant. Higher aerobic capacity and lower body mass index lowered the pain score among those with higher physical activity at work. This exploratory study suggests that the PA paradox may apply to musculoskeletal pain and future studies with larger sample sizes and additional exposure analyses are needed to explain why this occurs.
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12
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Martinez Gomez D, Coenen P, Celis-Morales C, Mota J, Rodriguez-Artalejo F, Matthews C, Saint-Maurice PF. Lifetime high occupational physical activity and total and cause-specific mortality among 320 000 adults in the NIH-AARP study: a cohort study. Occup Environ Med 2021; 79:147-154. [PMID: 34725210 DOI: 10.1136/oemed-2021-107393] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Accepted: 09/29/2021] [Indexed: 11/03/2022]
Abstract
OBJECTIVES We examined the associations of history and duration in high occupational physical activity (OPA) with long-term total and cause-specific mortality. METHODS The sample included 322 126 participants (135 254 women) from the National Institutes of Health-AARP Diet and Health Study, established in 1995-1996. History and duration in high OPA were reported by participants. All-cause, cardiovascular, cancer and other cause mortality records available through 31 December 2011. RESULTS The prevalence of high OPA was 52.1% in men and 16.1% in women. During 13.6 years (SD, 3.3) of follow-up, 73 563 participants (25 219 women) died. In age-adjusted models, the risk of death was higher among men (HR 1.14, 95% CI 1.12 to 1.16) and women (HR 1.22, 95% CI 1.18 to 1.26) with a history of high OPA. However, these associations were substantially attenuated in women (HR 1.04, 95% CI 1.00 to 1.07, an 81.8% attenuation) and eliminated in men (HR 1.02, 95% CI 0.99 to 1.04, 85.7% attenuation) after multivariable adjustments. Similar important attenuation results were found when examining duration in high OPA, as well as using cause-specific deaths as the outcomes. Educational attainment and smoking patterns were the main contributors in the excess mortality among people working in highly physically active jobs in both men and women. CONCLUSION Participating in high OPA was not consistently associated with a higher mortality risk, after adjustments for education and smoking factors. Workers in high OPA should be aware that they might not be getting all well-known health benefits of being physically active if they are only very active at work.
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Affiliation(s)
- David Martinez Gomez
- Preventive Medicina and Public Health, Universidad Autonoma de Madrid, Madrid, Spain .,Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, Spain.,IMDEA Food Institute, Campus de Excelencia Internacional UAM+CSIC, Madrid, Spain
| | - Pieter Coenen
- Department of Public and Occupational Health, Amsterdam UMC - Locatie VUMC, Amsterdam, Netherlands
| | - Carlos Celis-Morales
- Institute of Health and Wellbeing, University of Glasgow, Glasgow, UK.,Institute of Cardiovascular and Medical Sciences, Glasgow, UK
| | - Jorge Mota
- Research Center on Physical Activity, Health and Leisure, Faculty of Sport, University of Porto, Porto, Portugal
| | - Fernando Rodriguez-Artalejo
- Preventive Medicina and Public Health, Universidad Autonoma de Madrid, Madrid, Spain.,Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, Spain.,IMDEA Food Institute, Campus de Excelencia Internacional UAM+CSIC, Madrid, Spain
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13
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The physical activity paradox: a longitudinal study of the implications for burnout. Int Arch Occup Environ Health 2021; 95:965-979. [PMID: 34611746 PMCID: PMC9203402 DOI: 10.1007/s00420-021-01759-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 09/09/2021] [Indexed: 11/18/2022]
Abstract
Purpose This study investigates the independent and interactive associations of physical job demands and three types of off-job physical activity (during transportation, household, and recreation) with burnout. We use a recently proposed new conceptualization and assessment of burnout including core and secondary burnout symptoms. We predicted that physical job demands would be positively and the three types of off-job physical activity would be negatively related to burnout. Further, we hypothesized that the negative relations between the three types of off-job physical activity and burnout would be stronger for employees with low (vs. high) physical job demands. Methods To test our hypotheses, we conducted a two-wave survey study among a heterogeneous sample of full-time workers (N = 355), using a longitudinal design with a half-year time lag. We tested cross-sectional, prospective and longitudinal relations. Results Hierarchical regression analyses partly confirmed our predictions. Cross-sectionally and prospectively, it was shown that physical job demands were positively related to burnout symptoms. In addition, off-job physical activity was negatively related to primary and secondary burnout symptoms among employees with low physical job demands and positively related to burnout symptoms among employees with high physical job demands. However, these relationships disappeared when investigated longitudinally. Conclusion Together, these findings suggest that not all off-job physical activities can prevent burnout, and that potential positive effects of physical activity during off-job time may depend on employees’ physical activity level at work. Supplementary Information The online version contains supplementary material available at 10.1007/s00420-021-01759-y.
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14
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Korshøj M, Hannerz H, Frikke-Schmidt R, Marott JL, Schnohr P, Clays E, Holtermann A. Occupational lifting and risk of hypertension, stratified by use of anti-hypertensives and age - a cross-sectional and prospective cohort study. BMC Public Health 2021; 21:721. [PMID: 33853574 PMCID: PMC8045338 DOI: 10.1186/s12889-021-10651-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Accepted: 03/18/2021] [Indexed: 11/26/2022] Open
Abstract
Background Heavy occupational lifting is prevalent in the general working population and is sparsely reported to associate with hypertension, especially among older and hypertensive workers. We investigated if heavy occupational lifting is associated with hypertension and blood pressure (BP) in both cross-sectional and prospective study designs in the Copenhagen General Population Study, stratified by age, and use of anti-hypertensives. Methods Participation was conducted following the declaration of Helsinki and approved by the ethical committee (H-KF-01-144/01). By multivariable logistic and linear regression models, we investigated the association between heavy occupational lifting and hypertension, in a cross-sectional design (n = 67,363), using anti-hypertensives or BP ≥140/≥90 mmHg as outcome, and in a prospective design (n = 7020) with an above-median change in systolic BP (SBP) from baseline to follow-up and/or a shift from no use to use of anti-hypertensives as outcome, with and without stratification by age and use of anti-hypertensives. Results The odds ratio for hypertension was estimated at 0.97 (99% CI: 0.93–1.00) in the cross-sectional analysis, and at 1.08 (99% CI: 0.98–1.19) in the prospective analysis. The difference in SBP among workers with versus without heavy occupational lifting was estimated at − 0.29 mmHg (99% CI -0.82 – 0.25) in the cross-sectional and at 1.02 mmHg (99% CI -0.41 – 2.45) in the prospective analysis. No significant interaction between heavy occupational lifting and age, nor use of anti-hypertensives were shown. Conclusions Only the prospective analysis indicated heavy occupational lifting to increase the risk of hypertension. Further research on the association between occupational lifting and hypertension are needed. Supplementary Information The online version contains supplementary material available at 10.1186/s12889-021-10651-w.
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Affiliation(s)
- Mette Korshøj
- National Research Centre for the Working Environment, Lersø Parkallé 105, 2100, Copenhagen, Denmark. .,Department of Occupational and Social Medicine, Holbæk Hospital, a part of Copenhagen University Hospital, Gl. Ringstedvej 4B, 4300, Holbæk, Denmark.
| | - Harald Hannerz
- National Research Centre for the Working Environment, Lersø Parkallé 105, 2100, Copenhagen, Denmark
| | - Ruth Frikke-Schmidt
- Department of Clinical Biochemistry, Copenhagen University Hospital, Inge Lehmanns Vej 5, 2100, Copenhagen, Denmark.,Copenhagen General Population Study, Herlev-Gentofte Hospital, Borgmester Ib Juuls Vej 1, 2730, Herlev, Denmark.,Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen, Denmark
| | - Jacob L Marott
- Copenhagen City Heart Study, Bispebjerg-Frederiksberg Hospital, Nordre Fasanvej 57, 2000, Frederiksberg, Denmark
| | - Peter Schnohr
- Copenhagen City Heart Study, Bispebjerg-Frederiksberg Hospital, Nordre Fasanvej 57, 2000, Frederiksberg, Denmark
| | - Els Clays
- Department of Public Health and Primary Care, Ghent University, C. Heymanslaan 10, 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
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Quinn TD, Yorio PL, Smith PM, Seo Y, Whitfield GP, Barone Gibbs B. Occupational physical activity and cardiovascular disease in the United States. Occup Environ Med 2021; 78:724-730. [PMID: 33737330 DOI: 10.1136/oemed-2020-106948] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 01/26/2021] [Accepted: 01/30/2021] [Indexed: 11/04/2022]
Abstract
BACKGROUND Emerging evidence, predominately from European and Asian countries, describes opposing effects of occupational physical activity (OPA) and leisure-time physical activity (LTPA) on cardiovascular health. This analysis examined cardiovascular disease (CVD) prevalence associated with OPA and LTPA. METHODS This cross-sectional analysis of 2015 National Health Interview Survey data (n=16 974) employed logistic regression to estimate odds (OR) of self-reported CVD (coronary heart disease, heart attack, stroke or angina) with self-reported total occupational activity (TOA), occupational exertion (OE), occupational standing and walking (OSW) and LTPA. OPA was measured using two questions: 'How often does your job involve…' (1) 'repeated lifting, pushing, pulling or bending?' (OE) and (2) 'standing or walking around?' (OSW) with responses on a 5-item Likert scale (0=never, 4=always). TOA was categorised similarly after summing OE and OSW scores. LTPA was defined as 0, 1-149 or ≥150 min/week of moderate-to-vigorous activity. All models adjusted for common socioeconomic variables and additional analyses were stratified by sex, smoking status and LTPA. RESULTS Odds for CVD were higher when 'always' performing TOA (OR 1.99 95% CI 1.12 to 3.53), OE (OR 2.15, 95% CI 1.45 to 3.19) or OSW (OR 1.84, 95% CI 1.07 to 3.17) compared with 'never'. When restricting to never-smokers, odds for CVD were higher when 'always' performing TOA (OR 3.00, 95% CI 1.38 to 6.51) and OE (OR 3.00, 95% CI 1.80 to 5.02) versus 'never'. CONCLUSION Associations of high OPA with CVD were equally apparent across sexes, stronger in lower LTPA levels and stronger in never-smokers. While uncontrolled confounding is still possible, even after extensive adjustment, the seemingly paradoxical adverse associations with OPA and CVD should be investigated further.
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Affiliation(s)
- Tyler D Quinn
- National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Pittsburgh, Pennsylvania, USA .,Health and Human Development, University of Pittsburgh School of Education, Pittsburgh, Pennsylvania, USA
| | - Patrick L Yorio
- National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Pittsburgh, Pennsylvania, USA
| | - Peter M Smith
- Institute for Work & Health, Toronto, Ontario, Canada.,Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Yongsuk Seo
- National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Pittsburgh, Pennsylvania, USA
| | - Geoffrey P Whitfield
- National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Bethany Barone Gibbs
- Health and Human Development, University of Pittsburgh School of Education, Pittsburgh, Pennsylvania, USA
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Väisänen D, Kallings LV, Andersson G, Wallin P, Hemmingsson E, Ekblom-Bak E. Lifestyle-associated health risk indicators across a wide range of occupational groups: a cross-sectional analysis in 72,855 workers. BMC Public Health 2020; 20:1656. [PMID: 33148214 PMCID: PMC7641800 DOI: 10.1186/s12889-020-09755-6] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Accepted: 10/23/2020] [Indexed: 11/20/2022] Open
Abstract
Background Identify and compare health risk indicators for common chronic diseases between different occupational groups. Methods A total of 72,855 participants (41% women) participating in an occupational health service screening in 2014–2019 were included. Occupation was defined by the Swedish Standard Classification of Occupation, and divided into nine major and additionally eight sub-major groups. These were analysed separately, as white- and blue-collar occupations and as low- and high-skilled occupations. Seven health risk indicators were self-reported: exercise, physical work situation, sitting at work and leisure, smoking, diet, and perceived health, whereas cardiorespiratory fitness, BMI and blood pressure were measured. These were further dichotomized (yes/no) and as clustering of risk indicators (≥3 vs. <3). Results The greatest variation in OR across sub-major and major occupational groups were seen for daily smoking (OR = 0.68 to OR = 5.12), physically demanding work (OR = 0.55 to OR = 45.74) and high sitting at work (OR = 0.04 to OR = 1.86). For clustering of health risk indicators, blue-collar workers had significantly higher clustering of health risks (OR: 1.80; 95% CI 1.71–1.90) compared to white-collar workers (reference). Compared to high-skilled white-collar workers, low-skilled white-collar workers had similar OR (2.00; 1.88–2.13) as high-skilled blue-collar workers (1.98; 1.86–2.12), with low-skilled blue-collar workers having the highest clustered risk (2.32; 2.17–2.48). Conclusion There were large differences in health risk indicators across occupational groups, mainly between high-skilled white-collar occupations and the other occupations, with important variations also between major and sub-major occupational groups. Future health interventions should target the occupational groups identified with the highest risk for effective disease prevention.
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Affiliation(s)
- Daniel Väisänen
- Department of Physical Activity and Health, The Swedish School of Sport and Health Sciences, Stockholm, Sweden.
| | - Lena V Kallings
- Department of Physical Activity and Health, The Swedish School of Sport and Health Sciences, Stockholm, Sweden
| | | | | | - Erik Hemmingsson
- Department of Physical Activity and Health, The Swedish School of Sport and Health Sciences, Stockholm, Sweden
| | - Elin Ekblom-Bak
- Department of Physical Activity and Health, The Swedish School of Sport and Health Sciences, Stockholm, Sweden
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Quinn TD, Pettee Gabriel K, Siddique J, Aaby D, Whitaker KM, Lane-Cordova A, Sidney S, Sternfield B, Barone Gibbs B. Sedentary Time and Physical Activity Across Occupational Classifications. Am J Health Promot 2019; 34:247-256. [PMID: 31726849 DOI: 10.1177/0890117119885518] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
PURPOSE To examine differences in activity patterns across employment and occupational classifications. DESIGN Cross-sectional. SETTING A 2005-2006 Coronary Artery Risk Development in Young Adults (CARDIA) study. SAMPLE Participants with valid accelerometry data (n = 2068). MEASURES Uniaxial accelerometry data (ActiGraph 7164), accumulated during waking hours, were summarized as mean activity counts (counts/min) and time spent (min/d) in long-bout sedentary (≥30 minutes, SED≥30), short-bout sedentary (<30 minutes, SED<30), light physical activity (LPA), short-bout moderate-to-vigorous physical activity (<10 minutes, MVPA<10), and long-bout MVPA (≥10 minutes, MVPA≥10) using Freedson cut-points. Employment status was self-reported as full time, part time, unemployed, keeping house, or raising children. Self-reported job duties were categorized into 23 major groups using the 2010 Standard Occupational Classification. ANALYSIS Omnibus differences were analyzed using adjusted analysis of covariance and repeated after stratification by race (black/white) and sex (female/male). RESULTS SED≥30, SED<30, LPA, and MVPA<10 differed significantly by employment and occupational categories (P ≤ .05), while MVPA≥10 did not (P ≥ .50). SED≥30, SED<30, and LPA differed by occupational classification in men, women, blacks, and whites (P < .05). Mean activity counts, MVPA<10, and MVPA≥10 were significantly different across occupational classifications in whites (P ≤ .05), but not in blacks (P > .05). Significant differences in mean activity counts and MVPA<10 across occupational classifications were found in males (P ≤ .001), but not in females (P > .05). CONCLUSION Time within activity intensity categories differs across employment and occupational classifications and by race and sex.
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Affiliation(s)
- Tyler D Quinn
- Department of Health and Physical Activity, University of Pittsburgh, PA, USA
| | | | - Juned Siddique
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - David Aaby
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Kara M Whitaker
- Department of Health and Human Physiology, University of Iowa, IA, USA
| | - Abbi Lane-Cordova
- Department of Exercise Science, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Stephen Sidney
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Barbara Sternfield
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
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Korshøj M, Clays E, Krause N, Gupta N, Jørgensen MB, Holtermann A. Associations between occupational relative aerobic workload and resting blood pressure among different age groups: a cross-sectional analysis in the DPhacto study. BMJ Open 2019; 9:e029713. [PMID: 31551379 PMCID: PMC6773343 DOI: 10.1136/bmjopen-2019-029713] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
OBJECTIVE High levels of occupational physical activity (OPA) increase heart rate, blood pressure (BP) and the risk of hypertension. Older workers may be more vulnerable to high levels of OPA due to age-related degeneration of the cardiovascular system and cardiorespiratory fitness. This study investigates the association of relative aerobic workload (RAW) with resting BP and examines if this relation is moderated by age. DESIGN Cross-sectional epidemiological study. SETTING Data were collected among employees of 15 Danish companies in the cleaning, manufacturing and transport sectors. PARTICIPANTS 2107 employees were invited for participation, of these 1087 accepted and 562 (42% female and 4% non-Westerns) were included in the analysis based on the criteria of being non-pregnant, no allergy to bandages, sufficient amount of heart rate data corresponding to ≥4 work hours per workday or 75% of average work hours, and no missing outcome and confounder values. PRIMARY AND SECONDARY OUTCOME MEASURES The primary outcome measure was BP. RESULTS Heart rate reserve was estimated from ambulatory 24-hour heart rate measures covering 2.5 workdays per participant (SD 1.0 day). Age significantly moderated the association between RAW and BP. Mean intensity and duration of high RAW (≥30% heart rate reserve) showed positive associations with diastolic BP and negative associations with pulse pressure (PP) among participants ≥47 years old. Tendencies towards negative associations between RAW and BP were seen among participants <47 years old. CONCLUSIONS Mean intensity and duration of RAW increased diastolic BP among participants ≥47 years old. Negative associations with PP may be due to healthy worker selection bias. Prevention of hypertension should consider reductions in RAW for ageing workers.
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Affiliation(s)
- Mette Korshøj
- Unit of Muscoloskeletal Disorders and Physical Workload, National Research Centre for the Working Environment, Copenhagen, Denmark
| | - Els Clays
- Department of Public Health, Universiteit Gent, Gent, Belgium
| | - Niklas Krause
- Environmental Health Sciences, University of California Los Angeles, Los Angeles, California, USA
| | - Nidhi Gupta
- Unit of Muscoloskeletal Disorders and Physical Workload, National Research Centre for the Working Environment, Copenhagen, Denmark
| | | | - Andreas Holtermann
- Unit of Muscoloskeletal Disorders and Physical Workload, National Research Centre for the Working Environment, Copenhagen, Denmark
- Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
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Lee SJ, Moon MK, Choi WJ, Jang TW. Exercise and cardiovascular load in workers with high occupational physical activity. ARCHIVES OF ENVIRONMENTAL & OCCUPATIONAL HEALTH 2019; 75:339-345. [PMID: 31456490 DOI: 10.1080/19338244.2019.1657059] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
This study investigated the association between exercise and cardiovascular load in Korean mail carriers with high occupational physical activity (OPA). A total of 36 subjects completed a questionnaire, and their heart rates were measured for 3 consecutive days. Treadmill tests were used determine maximal oxygen uptake (VO2max). The subjects' relative heart rate (RHR) was 25.6%±4.5%, which was higher than the recommended RHR (24.5%). Daily working hours were 11.1 ± 0.9 hours, which was longer than the maximum acceptable work time (7.8 ± 1.7 hours). Multiple regression analysis showed that daily working hours were positively associated with RHR, but exercise did not show any significant association. According to the results of this study, exercise may not be of benefit to workers with high OPA, suggesting that exercise should be cautiously considered for workers with high OPA.
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Affiliation(s)
- Soo-Jin Lee
- Department of Occupational and Environmental Medicine, Hanyang University College of Medicine, Seoul, Korea
| | - Myung-Kug Moon
- Department of Chemical Engineering, Chungwoon University, Incheon, Korea
| | - Won-Jun Choi
- Department of Occupational and Environmental Medicine, Gachon University Gil Medical Center, Incheon, Korea
| | - Tae-Won Jang
- Department of Occupational and Environmental Medicine, Hanyang University College of Medicine, Seoul, Korea
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Wanner M, Lohse T, Braun J, Cabaset S, Bopp M, Krause N, Rohrmann S, for the Swiss National Cohort Study. Occupational physical activity and all-cause and cardiovascular disease mortality: Results from two longitudinal studies in Switzerland. Am J Ind Med 2019; 62:559-567. [PMID: 31111529 DOI: 10.1002/ajim.22975] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Revised: 03/01/2019] [Accepted: 03/02/2019] [Indexed: 11/09/2022]
Abstract
BACKGROUND Research regarding the effects of occupational physical activity on health remains inconsistent. We analyzed the association of occupational physical activity with all-cause and cardiovascular disease (CVD) mortality. METHODS We analyzed two cohorts with baseline assessments from 1977 to 1993 ("National Research Program 1A" (NRP1A) and "MONItoring of trends and determinants in CArdiovascular disease" [MONICA]) and mortality follow-up until 2015 using adjusted Cox regression models. RESULTS We included 4396 NRP1A participants (137 793 person-years of follow-up, 1541 deaths) and 5780 MONICA participants (135 410 person-years, 1158 deaths). All-cause mortality was higher for men in the high compared with the low occupational physical activity category according to NRP1A (hazard ratio [HR] 1.25, 95% confidence intervals [CI] 1.05-1.50). CVD mortality was higher for men in the moderate compared with the low occupational physical activity category according to MONICA (HR, 1.41; 95% CI, 1.03-1.91). Results for women were not statistically significant. CONCLUSIONS We observed higher total and CVD mortality risks in men with higher occupational physical activity but inconsistent results for women and across cohorts.
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Affiliation(s)
- Miriam Wanner
- Department of Epidemiology, Epidemiology, Biostatistics, and Prevention InstituteUniversity of ZurichZurich Switzerland
| | - Tina Lohse
- Department of Epidemiology, Epidemiology, Biostatistics, and Prevention InstituteUniversity of ZurichZurich Switzerland
| | - Julia Braun
- Department of Biostatistics, Epidemiology, Biostatistics, and Prevention InstituteUniversity of ZurichZurich Switzerland
| | - Sophie Cabaset
- Department of Epidemiology, Epidemiology, Biostatistics, and Prevention InstituteUniversity of ZurichZurich Switzerland
| | - Matthias Bopp
- Department of Epidemiology, Epidemiology, Biostatistics, and Prevention InstituteUniversity of ZurichZurich Switzerland
| | - Niklas Krause
- Departments of Epidemiology and Environmental Health Sciences, Fielding School of Public HealthUniversity of California Los AngelesLos Angeles California
| | - Sabine Rohrmann
- Department of Epidemiology, Epidemiology, Biostatistics, and Prevention InstituteUniversity of ZurichZurich Switzerland
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Mikkola TM, von Bonsdorff MB, Salonen MK, Kautiainen H, Ala-Mursula L, Solovieva S, Viikari-Juntura E, Eriksson JG. Physical heaviness of work and sitting at work as predictors of mortality: a 26-year follow-up of the Helsinki Birth Cohort Study. BMJ Open 2019; 9:e026280. [PMID: 31101697 PMCID: PMC6530310 DOI: 10.1136/bmjopen-2018-026280] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
OBJECTIVES To examine the relationships of late-career physical heaviness of work and sitting at work with mortality. A national-level job exposure matrix was used to determine the occupation-specific level of physical heaviness and sitting. DESIGN Prospective cohort study between years 1990 and 2015. SETTING Community. PARTICIPANTS 5210 men and 4725 women from the Helsinki Birth Cohort Study with an occupational code at baseline (ages 45-57 years). PRIMARY AND SECONDARY OUTCOME MEASURES Total, cardiovascular (International Classification of Diseases 10th Revision I00-I99), cancer (C00-C97) and external (S00-Y84) mortality. RESULTS The exposures, physical heaviness and sitting had a non-linear, inverse relationship. During the 26-year follow-up, 1536 men and 759 women died. Among men, physical heaviness of work was positively associated and sitting at work was negatively associated with all-cause, cardiovascular and external cause mortality but they were not associated with cancer mortality. The HRs for men in the highest quartile of physical heaviness of work compared with men in the lowest quartile were 1.54 (1.31-1.80) for all-cause mortality, 1.70 (1.30-2.23) for cardiovascular mortality and 3.18 (1.75-5.78) for external cause mortality (adjusted for age and years of education). Compared with the lowest quartile, the HRs for the highest quartile of sitting at work among men were 0.71 (0.61-0.82) for all-cause mortality, 0.59 (0.45-0.77) for cardiovascular mortality and 0.38 (0.22-0.66) for external cause mortality. In women, neither physical heaviness of work nor sitting at work was associated with mortality. CONCLUSIONS Men in physically heavy work at their late-work career are at higher risk of death than men in physically light work.
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Affiliation(s)
| | - Mikaela B von Bonsdorff
- Folkhälsan Research Center, Helsinki, Finland
- Gerontology Research Centre, Faculty of Sport and Health Sciences, University of Jyvaskyla, Jyvaskyla, Finland
| | - Minna K Salonen
- Folkhälsan Research Center, Helsinki, Finland
- Public Health Solutions, National Institute for Health and Welfare, Helsinki, Finland
| | - Hannu Kautiainen
- Folkhälsan Research Center, Helsinki, Finland
- Primary Health Care Unit, Kuopio University Hospital, Kuopio, Finland
| | - Leena Ala-Mursula
- Center for Life Course Health Research, University of Oulu, Oulu, Finland
| | | | | | - Johan G Eriksson
- Folkhälsan Research Center, Helsinki, Finland
- Department of General Practice and Primary Health Care, University of Helsinki, Helsinki, Finland
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Shephard RJ. Is there a 'recent occupational paradox' where highly active physically active workers die early? Or are there failures in some study methods? Br J Sports Med 2019; 53:1557-1559. [PMID: 30902817 DOI: 10.1136/bjsports-2018-100344] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/05/2019] [Indexed: 11/03/2022]
Affiliation(s)
- Roy J Shephard
- Faculty of Kinesiology and Physical Education, University of Toronto, Brackendale, Ontario, Canada
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Hallman DM, Krause N, Jensen MT, Gupta N, Birk Jørgensen M, Holtermann A. Objectively Measured Sitting and Standing in Workers: Cross-Sectional Relationship with Autonomic Cardiac Modulation. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:E650. [PMID: 30813282 PMCID: PMC6406480 DOI: 10.3390/ijerph16040650] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 02/14/2019] [Accepted: 02/18/2019] [Indexed: 12/11/2022]
Abstract
Excessive sitting and standing are proposed risk factors for cardiovascular diseases (CVDs), possibly due to autonomic imbalance. This study examines the association of objectively measured sitting and standing with nocturnal autonomic cardiac modulation. The cross-sectional study examined 490 blue-collar workers in three Danish occupational sectors. Sitting and standing during work and leisure were assessed during 1⁻5 days using accelerometers. Heart rate (HR) and heart rate variability (HRV) were obtained during nocturnal sleep as markers of resting autonomic modulation. The associations of sitting and standing still (h/day) with HR and HRV were assessed with linear regression models, adjusted for age, gender, body mass index, smoking, and physical activity. More sitting time during leisure was associated with elevated HR (p = 0.02), and showed a trend towards reduced HRV. More standing time at work was associated with lower HR (p = 0.02), and with increased parasympathetic indices of HRV (root mean squared successive differences of R-R intervals p = 0.05; high-frequency power p = 0.07). These findings, while cross-sectional and restricted to blue-collar workers, suggest that sitting at leisure is detrimental to autonomic cardiac modulation, but standing at work is beneficial. However, the small effect size is likely insufficient to mitigate the previously shown detrimental effects of prolonged standing on CVD.
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Affiliation(s)
- David M Hallman
- Centre for Musculoskeletal Research, Department of Occupational and Public Health Sciences, University of Gävle, Gävle 80637, Sweden.
| | - Niklas Krause
- Departments of Epidemiology and Environmental Health Sciences, Fielding School of Public Health, University of California Los Angeles, Los Angeles, CA 90095, USA.
| | - Magnus Thorsten Jensen
- Department of Cardiology, Copenhagen University Hospital, Herlev-Gentofte, 2900 Hellerup, Denmark.
| | - Nidhi Gupta
- National Research Centre for the Working Environment, Copenhagen 2100, Denmark.
| | | | - Andreas Holtermann
- National Research Centre for the Working Environment, Copenhagen 2100, Denmark.
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Hall C, Heck JE, Sandler DP, Ritz B, Chen H, Krause N. Occupational and leisure-time physical activity differentially predict 6-year incidence of stroke and transient ischemic attack in women. Scand J Work Environ Health 2018; 45:267-279. [PMID: 30448859 DOI: 10.5271/sjweh.3787] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
Objectives Recent meta-analyses suggest a physical activity health paradox: high levels of occupational physical activity (OPA) increase cardiovascular disease (CVD) risk, while leisure-time physical activity (LTPA) decreases risk. However, studies of women and cerebrovascular disease are limited. This report examines physical activity effects on stroke and transient ischemic attack (TIA) among working women in the United States. Methods OPA history, health status, and lifestyle were assessed by baseline interviews of 31 270 employed Sister Study participants aged 35-74 years. OPA was assessed at six intensity levels (lowest: "mostly sitting"); the highest three were combined as "high intensity work." Independent OPA and LTPA effects on 6-year cerebrovascular disease incidence were estimated in adjusted Cox proportional hazard models. Results Stroke (N=441) and TIA (N=274) risk increased with more standing and higher intensity work at current and longest held job. Compared with mostly sitting, high intensity work at the current job increased TIA risk by 57% [hazard ratio (HR) 1.57, 95% confidence interval (CI) 1.04-2.38]. High intensity OPA at the longest held job increased risk for stroke by 44% (HR 1.44; 95% CI 1.08-1.93). Among women with CVD, sitting and standing equally, especially at the current job, increased risks up to two-fold (TIA HR 1.98, 95% CI 1.10-3.55) compared with mostly sitting at work. LTPA showed inverse associations. Conclusions Higher intensity levels of OPA increased stroke and TIA risks, while LTPA decreased risks; results corroborate the physical activity health paradox for women and cerebrovascular disease. More standing at work increased cerebrovascular disease risks, especially for women with CVD.
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Affiliation(s)
- Clinton Hall
- Dept. of Environmental Health Sciences and Dept. of Epidemiology, Fielding School of Public Health, University of California Los Angeles, Box 95-1772; 56-071 CHS, 650 Charles E. Young Drive South, Los Angeles, CA 90095-1772, USA.
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Hannerz H, Larsen AD, Garde AH. Long weekly working hours and ischaemic heart disease: a follow-up study among 145 861 randomly selected workers in Denmark. BMJ Open 2018; 8:e019807. [PMID: 29909368 PMCID: PMC6009463 DOI: 10.1136/bmjopen-2017-019807] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2017] [Revised: 05/07/2018] [Accepted: 05/11/2018] [Indexed: 12/26/2022] Open
Abstract
OBJECTIVES The aim of the present study was to test if incidences of ischaemic heart disease (IHD) and usage of antihypertensive drugs are independent of weekly working hours (WWH) among full-time employees in Denmark. DESIGN AND PARTICIPANTS Data on WWH from participants of the Danish labour force surveys, 1999-2013, were linked on an individual level to national registers with data on socioeconomic status (SES), industry, emigrations, redeemed prescriptions, hospital contacts and deaths. Participants were followed until the end of 2014 (on average 7.7 years). Poisson regression was used to model incidence rates as a function of WWH. The analyses were controlled for calendar time, time passed since start of follow-up, employment in the healthcare industry, age, sex, SES and night work. RESULTS In total, we found 3635 cases of IHD and 20 648 cases of antihypertensive drug usage. The rate ratio of IHD was 0.95 (95% CI 0.85 to 1.06) for 41-48 compared with 32-40 WWH and 1.07 (0.94 to 1.21) for >48 compared with 32-40 WWH. The corresponding rate ratios for antihypertensive drug usage were 0.99 (0.95 to 1.04) and 1.02 (0.97 to 1.08). No statistically significant interactions between WWH and sex, SES and night work, respectively, were found. CONCLUSION In this Danish sample, we did not find any statistically significant association between WWH and IHD or antihypertensive drug usage.
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Affiliation(s)
- Harald Hannerz
- National Research Centre for the Working Environment, Copenhagen, Denmark
| | | | - Anne Helene Garde
- National Research Centre for the Working Environment, Copenhagen, Denmark
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
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Coenen P, Huysmans MA, Holtermann A, Krause N, van Mechelen W, Straker LM, van der Beek AJ. Do highly physically active workers die early? A systematic review with meta-analysis of data from 193 696 participants. Br J Sports Med 2018; 52:1320-1326. [DOI: 10.1136/bjsports-2017-098540] [Citation(s) in RCA: 159] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/30/2018] [Indexed: 12/28/2022]
Abstract
ObjectiveRecent evidence suggests the existence of a physical activity paradox, with beneficial health outcomes associated with leisure time physical activity, but detrimental health outcomes for those engaging in high level occupational physical activity. This is the first quantitative systematic review of evidence regarding the association between occupational physical activity and all-cause mortality.DesignSystematic review with meta-analysis.Data sourceA literature search was performed in electronic databases PubMed, Embase, CINAHL, PsycINFO and Cochrane.Eligibility criteria for selecting studiesWe screened for peer reviewed articles from prospective studies assessing the association of occupational physical activity with all-cause mortality. A meta-analysis assessed the association of high (compared with low) level occupational physical activity with all-cause mortality, estimating pooled hazard ratios (HR) (with 95% CI).Results2490 unique articles were screened and 33 (from 26 studies) were included. Data from 17 studies (with 193 696 participants) were used in a meta-analysis, showing that men with high level occupational physical activity had an 18% increased risk of early mortality compared with those engaging in low level occupational physical activity (HR 1.18, 95% CI 1.05 to 1.34). No such association was observed among women, for whom instead a tendency for an inverse association was found (HR 0.90, 95% CI 0.80 to 1.01).ConclusionsThe results of this review indicate detrimental health consequences associated with high level occupational physical activity in men, even when adjusting for relevant factors (such as leisure time physical activity). These findings suggest that research and physical activity guidelines may differentiate between occupational and leisure time physical activity.
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Coenen P, Korshøj M, Hallman DM, Huysmans MA, van der Beek AJ, Straker LM, Holtermann A. Differences in heart rate reserve of similar physical activities during work and in leisure time – A study among Danish blue-collar workers. Physiol Behav 2018; 186:45-51. [DOI: 10.1016/j.physbeh.2018.01.011] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Revised: 12/27/2017] [Accepted: 01/12/2018] [Indexed: 11/16/2022]
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