Assessment of Musculoskeletal Pain and Physical Demands Using a Wearable Smartwatch Heart Monitor among Precast Concrete Construction Workers: A Field Case Study
Source abstract
Abstract
This study aimed to quantify musculoskeletal symptoms/pain and characterize the physical demands at work and outside of work among precast concrete workers. Direct heart rate (HR) measurements and self-reported activity levels were used to estimate the physical demands. A total of 27 precast construction workers participated in a survey, and 21 wore a HR monitor smart watch for seven days. The HR data were parsed in minutes associated with occupational and nonoccupational physical activity. Correlation analysis and multivariate regression models were conducted to assess the associations between direct measured physical activity with self-reported physical activity, body mass index (BMI), years of work, smoking, and Borg ratings of perceived exertion (RPE). Approximately half of the participants experienced musculoskeletal symptoms in the last seven days and moderate functional limitations in carrying out activities of daily living (ADLs). The regression model revealed a positive relationship between direct measured moderate occupational physical activity (OPA) and the Borg RPE. Furthermore, an inverse association was found with BMI, smoking status, and years of work. The workers accrued a median of 415 min of moderate OPA per week. The findings showed a high amount of moderate OPA minutes per week and musculoskeletal issues among the precast concrete workers.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Musculoskeletal pain and rehabilitation · Occupational Health and Safety Research · Occupational health in dentistry
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Department of Occupational & Environmental Safety & Health, University of Wisconsin–Whitewater, Whitewater, WI 53190, USA
References (59)
Show source-provided references
1. Occupational demands and health effects for bricklayers and construction supervisors: A systematic review10.1002/ajim.20899 ↗
2. Older workers in the construction industry: Results of a routine health examination and a five year follow up10.1136/oem.53.10.686 ↗
3. Sickness absence and early retirement on health grounds in the construction industry in Ireland10.1136/oem.57.9.615 ↗
4. Neck Disorders among Construction Workers: Understanding the Physical Loads on the Cervical Spine during Static Lifting Tasks10.2486/indhealth.48.145 ↗
5. Risk factors for work-related musculoskeletal disorders: A systematic review of recent longitudinal studies
6. Work-related musculoskeletal disorders: The epidemiologic evidence and the debate10.1016/j.jelekin.2003.09.015 ↗
7. The Center for Construction Research and Training (2018). The Construction Chart Book. The U.S. Construction Industry and Its Workers, The Center for Construction Research and Training. [6th ed.].
8. Centers for Disease Control and Prevention (2022, November 12). Morbidity and Mortality Weekly Report (MMWR): Workers’ Compensation Claim Rates and Costs for Musculoskeletal Disorders Related to Overexertion Among Construction Workers–Ohio, 2007–2017, Available online: www.cdc.gov/mmwr/volumes/70/wr/pdfs/mm7016a1-H.pdf.10.15585/mmwr.mm7016a1 ↗
9. The prevalence of musculoskeletal symptoms in the construction industry: A systematic review and meta-analysis10.1007/s00420-017-1273-4 ↗
10. The interplay between physical activity at work and during leisure time—Risk of ischemic heart disease and all-cause mortality in middle-aged Caucasian men10.5271/sjweh.1357 ↗
11. The association between leisure time physical activity and coronary heart disease among men with different physical work demands: A prospective cohort study10.1007/s10654-013-9764-4 ↗
12. Physical Activity Levels and Changes in Relation to Longevity: A Prospective Study of Swedish Women10.1093/oxfordjournals.aje.a008657 ↗
13. Physical Activity and All-cause Mortality: An Updated Meta-analysis with Different Intensity Categories10.1055/s-0028-1128150 ↗
14. Associations of leisure-time physical activity with cardiovascular mortality: A systematic review and meta-analysis of 44 prospective cohort studies10.1177/2047487318795194 ↗
15. Lifetime high occupational physical activity and total and cause-specific mortality among 320 000 adults in the NIH-AARP study: A cohort study10.1136/oemed-2021-107393 ↗
16. Differences in heart rate reserve of similar physical activities during work and in leisure time–A study among Danish blue-collar workers10.1016/j.physbeh.2018.01.011 ↗
17. The physical activity paradox: Six reasons why occupational physical activity (OPA) does not confer the cardiovascular health benefits that leisure time physical activity does10.1136/bjsports-2017-097965 ↗
18. Physical activity levels at work and outside of work among commercial construction workers10.1097/JOM.0000000000000303 ↗
19. Wristband-type wearable health devices to measure construction workers’ physical demands10.1016/j.autcon.2017.06.003 ↗
20. Arias, O., Koenig, G., and Choi, S.D. (2022). Musculoskeletal Acute and Chronic Pain Surveyed among Construction Workers in Wisconsin, United States: A Pilot Study. Sustainability, 14.10.3390/su142013279 ↗
21. Prevalence of Musculoskeletal Disorder among Workers in Taiwan: A Nationwide Study10.1539/joh.46.26 ↗
22. Construction work and risk of occupational disability: A ten year follow up of 14 474 male workers10.1136/oem.2004.018135 ↗
23. Occupational and leisure time physical activity in contrasting relation to ambulatory blood pressure10.1186/1471-2458-12-1002 ↗
24. Occupational and leisure-time physical activity and workload among construction workers–a randomized control study10.1080/10773525.2016.1142724 ↗
25. The global burden of low back pain: Estimates from the Global Burden of Disease 2010 study10.1136/annrheumdis-2013-204428 ↗
26. Jang, Y., Son, J., and Hwang, S. (2022). Requirements Analysis for Development of Off-Site Construction Project Management System: Focusing on Precast Concrete Construction. Buildings, 12.10.3390/buildings12101499 ↗
27. The Role of Ergonomics for Construction Industry Safety and Health Improvements
28. Risk assessment and anlysis of workload in an industrialised construction process
29. Work-related Musculoskeletal Disorders (WMSDs) Survey Among Workers at Two Precast Concrete Plants in Johor, Malaysia
30. Standardised Nordic questionnaires for the analysis of musculoskeletal symptoms10.1016/0003-6870(87)90010-X ↗
31. John Hopkins Medicine (2022, June 16). Chronic Pain. Available online: https://www.hopkinsmedicine.org/health/conditions-and-diseases/chronic-pain.
32. Ergonomic practices within patient care units are associated with musculoskeletal pain and limitations10.1002/ajim.21036 ↗
33. Development of an upper extremity outcome measure: The DASH (disabilities of the arm, shoulder, and head)10.1002/(SICI)1097-0274(199606)29:6<602::AID-AJIM4>3.0.CO;2-L ↗
34. A review on wearable photoplethysmography sensors and their potential future applications in health care
35. Position statement on physical activity and exercise intensity terminology10.1016/j.jsams.2009.09.008 ↗
36. Riebe, D., Ehrman, J.K., Liguori, G., Magal, M., and American College of Sports Medicine (2018). ACSM’s Guidelines for Exercise Testing and Prescription, Wolters Kluwer.
37. Relationship between% HRmax,% HR reserve,% VO2max, and% VO2 reserve in elite cyclists10.1249/01.mss.0000246996.63976.5f ↗
38. Age-predicted maximal heart rate revisited10.1016/S0735-1097(00)01054-8 ↗
39. Investigation of ergonomic issues in the Wisconsin construction industry
40. Musculoskeletal disorders in relation to age and occupation in Swedish construction workers10.1002/ajim.10281 ↗
41. Work pattern causes bias in self-reported activity duration: A randomised study of mechanisms and implications for exposure assessment and epidemiology10.1136/oem.2007.037291 ↗
42. The Physical Activity Guidelines for Americans10.1001/jama.2018.14854 ↗
43. Physical demands at work, physical fitness, and 30-year ischaemic heart disease and all-cause mortality in the Copenhagen Male Study10.5271/sjweh.2913 ↗
44. The health paradox of occupational and leisure-time physical activity10.1136/bjsm.2010.079582 ↗
45. Mortality in relation to smoking: 50 years’ observations on male British doctors10.1136/bmj.38142.554479.AE ↗
46. Effects of chronic smoking on exercise tolerance and on heart rate-systolic blood pressure product in young healthy adults10.1097/HJR.0b013e3280ecfe2c ↗
47. Smoking status: Effects on the dietary intake, physical activity, and body fat of adult men10.1093/ajcn/51.5.784 ↗
48. Smoking and physical activity: A systematic review10.5993/AJHB.32.1.9 ↗
49. Does educational level influence the effects of smoking, alcohol, physical activity, and obesity on mortality? A prospective population study10.1177/140349480403200403 ↗
50. Borg, G. (1998). Borg’s Perceived Exertion and Pain Scales, Human Kinetics.
51. Centers for Disease Control and Prevention (2022, May 20). Perceived Exertion (Borg Rating of Perceived Exertion Scale), Available online: https://www.cdc.gov./physicalactivity/basics/measuring/exertion.htm?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fphysicalactivity%2Feveryone%2Fmeasuring%2Fexertion.html.
52. The effect of musculoskeletal problems on fatigue and productivity of office personnel: A cross-sectional study
53. Lunde, L.-K., Koch, M., Knardahl, S., Wærsted, M., Mathiassen, S.E., Forsman, M., Holtermann, A., and Veiersted, K.B. (2014). Musculoskeletal health and work ability in physically demanding occupations: Study protocol for a prospective field study on construction and health care workers. BMC Public Health, 14.10.1186/1471-2458-14-1075 ↗
54. Pathophysiology of upper extremity muscle disorders10.1016/j.jelekin.2005.06.005 ↗
55. Åstrand, P.O., Rodahl, K., Dahl, H., and StrÃ, S. (2003). Textbook of Work Physiology: Physiological Bases of Exercise, Human Kinetics.
56. Physiological cost of concrete construction activities10.1108/CI-10-2015-0051 ↗
57. Relationship between maximum acceptable work time and physical workload10.1080/00140130210123499 ↗
58. Peters, S.E., Grant, M.P., Rodgers, J., Manjourides, J., Okechukwu, C.A., and Dennerlein, J.T. (2018). A Cluster Randomized Controlled Trial of a Total Worker Health® Intervention on Commercial Construction Sites. Int. J. Environ. Res. Public Health, 15.10.3390/ijerph15112354 ↗
59. Effectiveness of a Worksite Intervention for Male Construction Workers on Dietary and Physical Activity Behaviors, Body Mass Index, and Health Outcomes: Results of a Randomized Controlled Trial10.1177/0890117117694450 ↗