Effects of a Participatory Ergonomics Intervention With Wearable Technical Measurements of Physical Workload in the Construction Industry: Cluster Randomized Controlled Trial

Mikkel Brandt, Pascal Madeleine, Afshin Samani, Jeppe Zn Ajslev, Markus D Jakobsen, Emil Sundstrup, Lars L Andersen, Mikkel Brandt, Pascal Madeleine, Afshin Samani, Jeppe Zn Ajslev, Markus D Jakobsen, Emil Sundstrup, Lars L Andersen

Abstract

Background: Construction work frequently involves heavy physical work, and a reduction of the physical workload should have high priority. Technological development has made it possible to obtain field measurements with surface electromyography (sEMG), kinematics measured with inertial measurement units (IMUs), and video recordings. However, no studies have used these methods simultaneously to detect situations with excessive physical workload (events) during a working day. Thus, knowledge about these specific events may combat work-related risk factors. Participatory ergonomics (PE) has shown promising results, but whether it can be used as a tool to reduce the physical workload during construction work remains unknown.

Objective: This cluster randomized controlled trial investigated whether a PE intervention with technical measurements consisting of IMUs, sEMG, heart rate monitoring, and video recordings of physical workload could reduce the number of events with excessive physical workload during a working day. Furthermore, other outcomes were obtained from questionnaires.

Methods: A total of 80 male full-time construction workers (aged 19 to 67 years) were randomized at the cluster level (gang) to a PE intervention consisting of 3 workshops (7 gangs and 32 workers) or to a control group (8 gangs and 48 workers). The physical workload was recorded by technical measurements, that is, IMUs, sEMG, heart rate monitoring, and video recordings during a full working day at baseline and 3 and 6 months' follow-up. On the basis of the technical measurements, a custom-made computer program detected the situations (events) where the construction workers were exposed to excessive physical workload and used in the intervention. Differences in the number of events from baseline to follow-up between intervention and control were evaluated using linear mixed models (intention-to-treat), with individual nested in cluster as a random factor. Furthermore, questionnaires were filled out on test days.

Results: The results of the primary outcome showed no change in the number of events with excessive physical workload. However, compared with the control group, the other outcomes showed decreased general fatigue after a typical working day (P=.001) and increased influence on own work (P=.04).

Conclusions: This PE intervention with technical measurements did not reduce the number of events with excessive physical workload during construction work. However, the intervention led to decreased general fatigue and increased influence on own work.

Trial registration: ClinicalTrials.gov NCT02498197; https://ichgcp.net/clinical-trials-registry/NCT02498197 (Archived by WebCite at http://www.webcitation.org/74SZ3DIWS).

Keywords: action research; back pain; building industry; heavy industries; low back pain; musculoskeletal diseases; musculoskeletal pain; occupational health; organizational ergonomics; shoulder pain.

Conflict of interest statement

Conflicts of Interest: None declared.

©Mikkel Brandt, Pascal Madeleine, Afshin Samani, Jeppe ZN Ajslev, Markus D Jakobsen, Emil Sundstrup, Lars L Andersen. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 19.12.2018.

Figures

Figure 1
Figure 1
Participant’s recruitment flowchart. TrpR: trapezius right; TrpL: trapezius left; ESR: erector spinae right; ESL: erector spinae left; IMU SH: inertial measurement unit, shank.

References

    1. Punnett L, Wegman DH. Work-related musculoskeletal disorders: the epidemiologic evidence and the debate. J Electromyogr Kinesiol. 2004 Feb;14(1):13–23. doi: 10.1016/j.jelekin.2003.09.015.
    1. Brooks PM. The burden of musculoskeletal disease--a global perspective. Clin Rheumatol. 2006 Nov;25(6):778–81. doi: 10.1007/s10067-006-0240-3.
    1. Dunning KK, Davis KG, Cook C, Kotowski SE, Hamrick C, Jewell G, Lockey J. Costs by industry and diagnosis among musculoskeletal claims in a state workers compensation system: 1999-2004. Am J Ind Med. 2010 Mar;53(3):276–84. doi: 10.1002/ajim.20774.
    1. Andersen LL, Fallentin N, Thorsen SV, Holtermann A. Physical workload and risk of long-term sickness absence in the general working population and among blue-collar workers: prospective cohort study with register follow-up. Occup Environ Med. 2016 Apr;73(4):246–53. doi: 10.1136/oemed-2015-103314.
    1. Saastamoinen P, Laaksonen M, Kääriä SM, Lallukka T, Leino-Arjas P, Rahkonen O, Lahelma E. Pain and disability retirement: a prospective cohort study. Pain. 2012 Mar;153(3):526–31. doi: 10.1016/j.pain.2011.11.005.
    1. Reeuwijk KG, Robroek SJ, Hakkaart L, Burdorf A. How work impairments and reduced work ability are associated with health care use in workers with musculoskeletal disorders, cardiovascular disorders or mental disorders. J Occup Rehabil. 2014 Dec;24(4):631–9. doi: 10.1007/s10926-013-9492-3.
    1. Alavinia SM, de Boer AG, van Duivenbooden JC, Frings-Dresen MH, Burdorf A. Determinants of work ability and its predictive value for disability. Occup Med (Lond) 2009 Jan;59(1):32–7. doi: 10.1093/occmed/kqn148.
    1. Badley EM, Rasooly I, Webster GK. Relative importance of musculoskeletal disorders as a cause of chronic health problems, disability, and health care utilization: findings from the 1990 Ontario Health Survey. J Rheumatol. 1994 Mar;21(3):505–14.
    1. da Costa BR, Vieira ER. Risk factors for work-related musculoskeletal disorders: a systematic review of recent longitudinal studies. Am J Ind Med. 2010 Mar;53(3):285–323. doi: 10.1002/ajim.20750.
    1. Andersen LL, Fallentin N, Ajslev JZ, Jakobsen MD, Sundstrup E. Association between occupational lifting and day-to-day change in low-back pain intensity based on company records and text messages. Scand J Work Environ Health. 2017 Jan 01;43(1):68–74. doi: 10.5271/sjweh.3592.
    1. Sterud T, Johannessen HA, Tynes T. Work-related psychosocial and mechanical risk factors for neck/shoulder pain: a 3-year follow-up study of the general working population in Norway. Int Arch Occup Environ Health. 2014 Jul;87(5):471–81. doi: 10.1007/s00420-013-0886-5.
    1. Sterud T. Work-related mechanical risk factors for long-term sick leave: a prospective study of the general working population in Norway. Eur J Public Health. 2014 Feb;24(1):111–6. doi: 10.1093/eurpub/ckt072.
    1. Andersen LL, Thorsen SV, Flyvholm MA, Holtermann A. Long-term sickness absence from combined factors related to physical work demands: prospective cohort study. Eur J Public Health. 2018 May 05;:824–829. doi: 10.1093/eurpub/cky073.
    1. Mattila M, Karwowski W, Vilkki M. Analysis of working postures in hammering tasks on building construction sites using the computerized OWAS method. Appl Ergon. 1993 Dec;24(6):405–12.
    1. Hartmann B, Fleischer AG. Physical load exposure at construction sites. Scand J Work Environ Health. 2005;31 Suppl 2:88–95.
    1. Järvholm B, Stattin M, Robroek SJ, Janlert U, Karlsson B, Burdorf A. Heavy work and disability pension - a long term follow-up of Swedish construction workers. Scand J Work Environ Health. 2014 Jul;40(4):335–42. doi: 10.5271/sjweh.3413.
    1. Rinder MM, Genaidy AM, Salem S, Shell R, Karwowski W. Interventions in the construction industry: a systematic review and critical appraisal. Hum Factors Ergon Man. 2008 Mar;18(2):212–229. doi: 10.1002/hfm.20109.
    1. Gagnon D, Plamondon A, Larivière C. A biomechanical comparison between expert and novice manual materials handlers using a multi-joint EMG-assisted optimization musculoskeletal model of the lumbar spine. J Biomech. 2016 Dec 06;49(13):2938–2945. doi: 10.1016/j.jbiomech.2016.07.009.
    1. Jakobsen MD, Sundstrup E, Persson R, Andersen CH, Andersen LL. Is Borg's perceived exertion scale a useful indicator of muscular and cardiovascular load in blue-collar workers with lifting tasks? A cross-sectional workplace study. Eur J Appl Physiol. 2014 Feb;114(2):425–34. doi: 10.1007/s00421-013-2782-9.
    1. Balaguier R, Madeleine P, Rose-Dulcina K, Vuillerme N. Trunk kinematics and low back pain during pruning among vineyard workers-A field study at the Chateau Larose-Trintaudon. PLoS One. 2017;12(4):e0175126. doi: 10.1371/journal.pone.0175126.
    1. Lagersted-Olsen J, Thomsen BL, Holtermann A, Søgaard K, Jørgensen MB. Does objectively measured daily duration of forward bending predict development and aggravation of low-back pain? A prospective study. Scand J Work Environ Health. 2016 Jun 01;42(6):528–537. doi: 10.5271/sjweh.3591.
    1. Robert-Lachaine X, Mecheri H, Larue C, Plamondon A. Validation of inertial measurement units with an optoelectronic system for whole-body motion analysis. Med Biol Eng Comput. 2017 Apr;55(4):609–619. doi: 10.1007/s11517-016-1537-2.
    1. Wahlström J, Bergsten E, Trask C, Mathiassen SE, Jackson J, Forsman M. Full-shift trunk and upper arm postures and movements among aircraft baggage handlers. Ann Occup Hyg. 2016 Oct;60(8):977–90. doi: 10.1093/annhyg/mew043.
    1. Samani A, Holtermann A, Søgaard K, Holtermann A, Madeleine P. Following ergonomics guidelines decreases physical and cardiovascular workload during cleaning tasks. Ergonomics. 2012;55(3):295–307. doi: 10.1080/00140139.2011.640945.
    1. Rivilis I, Van Eerd D, Cullen K, Cole DC, Irvin E, Tyson J, Mahood Q. Effectiveness of participatory ergonomic interventions on health outcomes: a systematic review. Appl Ergon. 2008 May;39(3):342–58. doi: 10.1016/j.apergo.2007.08.006.
    1. Hignett S, Wilson JR, Morris W. Finding ergonomic solutions--participatory approaches. Occup Med (Lond) 2005 May;55(3):200–7. doi: 10.1093/occmed/kqi084.
    1. van Eerd D, Cole D, Irvin E, Mahood Q, Keown K, Theberge N, Village J, St Vincent M, Cullen K. Process and implementation of participatory ergonomic interventions: a systematic review. Ergonomics. 2010 Oct;53(10):1153–66. doi: 10.1080/00140139.2010.513452.
    1. Driessen MT, Proper KI, van Tulder MW, Anema JR, Bongers PM, van der Beek AJ. The effectiveness of physical and organisational ergonomic interventions on low back pain and neck pain: a systematic review. Occup Environ Med. 2010 Apr;67(4):277–85. doi: 10.1136/oem.2009.047548.
    1. Brandt M, Madeleine P, Samani A, Jakobsen MD, Skals S, Vinstrup J, Andersen LL. Accuracy of identification of low or high risk lifting during standardised lifting situations. Ergonomics. 2018;61(5):710–719. doi: 10.1080/00140139.2017.1408857.
    1. Campbell MK, Piaggio G, Elbourne DR, Altman DG. Consort 2010 statement: extension to cluster randomised trials. Br Med J. 2012;345:e5661.
    1. Eysenbach G, CONSORT- EHEALTH Group CONSORT-EHEALTH: improving and standardizing evaluation reports of Web-based and mobile health interventions. J Med Internet Res. 2011;13(4):e126. doi: 10.2196/jmir.1923.
    1. Brandt M, Madeleine P, Ajslev JZ, Jakobsen MD, Samani A, Sundstrup E, Kines P, Andersen LL. Participatory intervention with objectively measured physical risk factors for musculoskeletal disorders in the construction industry: study protocol for a cluster randomized controlled trial. BMC Musculoskelet Disord. 2015 Oct 16;16:302. doi: 10.1186/s12891-015-0758-0.
    1. Ajslev J, Brandt M, Møller JL, Skals S, Vinstrup J, Jakobsen MD, Sundstrup E, Madeleine P, Andersen LL. Reducing physical risk factors in construction work through a participatory intervention: protocol for a mixed-methods process evaluation. JMIR Res Protoc. 2016 May 26;5(2):e89. doi: 10.2196/resprot.5648.
    1. Lewin K. Field Theory in Social Science: Selected Theoretical Papers. 1st edition. New York: Harper & Brothers; 1964.
    1. Nielsen KA, Nielsen BS. Methodologies in Action Research: Action Research and Critical Theory. Maastricht: Shaker Publishing; 2006. p. 87.
    1. Danish WEA – Arbejdstilsynet. [2018-10-25]. Arbejdsrelateret muskel- og skeletbesvær: At-vejledning D.3.4 [Work-related muscle and skeletal problems] .
    1. Danish WEA – Arbejdstilsynet. [2018-10-25]. At-vejledning D.3.1 - Løft, træk og skub [Lift, drag, and push] .
    1. Brandt M, Andersen LL, Samani A, Jakobsen MD, Madeleine P. Inter-day reliability of surface electromyography recordings of the lumbar part of erector spinae longissimus and trapezius descendens during box lifting. BMC Musculoskelet Disord. 2017 Dec 11;18(1):519. doi: 10.1186/s12891-017-1872-y.
    1. Hermens HJ, Freriks B, Disselhorst-Klug C, Rau G. Development of recommendations for SEMG sensors and sensor placement procedures. J Electromyogr Kinesiol. 2000 Oct;10(5):361–74.
    1. Seniam. [2018-10-28].
    1. Korshøj M, Skotte JH, Christiansen CS, Mortensen P, Kristiansen J, Hanisch C, Ingebrigtsen J, Holtermann A. Validity of the Acti4 software using ActiGraph GT3X+accelerometer for recording of arm and upper body inclination in simulated work tasks. Ergonomics. 2014;57(2):247–53. doi: 10.1080/00140139.2013.869358.
    1. Feng Y, Wong CK, Janeja V, Kuber R, Mentis HM. Comparison of tri-axial accelerometers step-count accuracy in slow walking conditions. Gait Posture. 2017 Dec;53:11–16. doi: 10.1016/j.gaitpost.2016.12.014.
    1. Brage S, Brage N, Ekelund U, Luan J, Franks PW, Froberg K, Wareham NJ. Effect of combined movement and heart rate monitor placement on physical activity estimates during treadmill locomotion and free-living. Eur J Appl Physiol. 2006 Mar;96(5):517–24. doi: 10.1007/s00421-005-0112-6.
    1. Kristiansen J, Korshøj M, Skotte JH, Jespersen T, Søgaard K, Mortensen OS, Holtermann A. Comparison of two systems for long-term heart rate variability monitoring in free-living conditions--a pilot study. Biomed Eng Online. 2011 Apr 12;10:27. doi: 10.1186/1475-925X-10-27.
    1. Madgwick SO, Harrison AJ, Vaidyanathan A. Estimation of IMU and MARG orientation using a gradient descent algorithm. IEEE Int Conf Rehabil Robot. 2011;2011:5975346. doi: 10.1109/ICORR.2011.5975346.
    1. Jonsson B. Measurement and evaluation of local muscular strain in the shoulder during constrained work. J Hum Ergol (Tokyo) 1982 Sep;11(1):73–88.
    1. Borg G. Borg's Perceived Exertion and Pain Scales. Champaign, IL: Human Kinetics; 1998.
    1. Andersen LL, Clausen T, Persson R, Holtermann A. Dose-response relation between perceived physical exertion during healthcare work and risk of long-term sickness absence. Scand J Work Environ Health. 2012 Nov;38(6):582–9. doi: 10.5271/sjweh.3310.
    1. Det Nationale Forskningscenter for Arbejdsmiljø . Arbejdsmiljø og helbred i Danmark. Copenhagen: Det Nationale Forskningscenter for Arbejdsmiljø; 2013.
    1. Clausen T, Nielsen K, Carneiro IG, Borg V. Job demands, job resources and long-term sickness absence in the Danish eldercare services: a prospective analysis of register-based outcomes. J Adv Nurs. 2012 Jan;68(1):127–36. doi: 10.1111/j.1365-2648.2011.05724.x.
    1. Pejtersen JH, Kristensen TS, Borg V, Bjorner JB. The second version of the Copenhagen Psychosocial Questionnaire. Scand J Public Health. 2010 Feb;38(3 Suppl):8–24. doi: 10.1177/1403494809349858.
    1. Takala EP, Pehkonen I, Forsman M, Hansson GA, Mathiassen SE, Neumann WP, Sjøgaard G, Veiersted KB, Westgaard RH, Winkel J. Systematic evaluation of observational methods assessing biomechanical exposures at work. Scand J Work Environ Health. 2010 Jan;36(1):3–24.
    1. Eliasson K, Palm P, Nyman T, Forsman M. Inter- and intra- observer reliability of risk assessment of repetitive work without an explicit method. Appl Ergon. 2017 Jul;62:1–8. doi: 10.1016/j.apergo.2017.02.004.
    1. van der Molen HF, Sluiter JK, Hulshof CT, Vink P, Frings-Dresen MH. Effectiveness of measures and implementation strategies in reducing physical work demands due to manual handling at work. Scand J Work Environ Health. 2005;31 Suppl 2:75–87.
    1. van der Molen HF, Grouwstra R, Kuijer PP, Sluiter JK, Frings-Dresen MH. Efficacy of adjusting working height and mechanizing of transport on physical work demands and local discomfort in construction work. Ergonomics. 2004 Jun 10;47(7):772–83. doi: 10.1080/0014013042000193309.
    1. Luijsterburg PA, Bongers PM, de Vroome EM. A new bricklayers' method for use in the construction industry. Scand J Work Environ Health. 2005 Oct;31(5):394–400.
    1. Dale AM, Jaegers L, Welch L, Gardner BT, Buchholz B, Weaver N, Evanoff BA. Evaluation of a participatory ergonomics intervention in small commercial construction firms. Am J Ind Med. 2016 Jun;59(6):465–75. doi: 10.1002/ajim.22586.
    1. Ajslev JZ, Persson R, Andersen LL. Contradictory individualized self-blaming: a cross-sectional study of associations between expectations to managers, coworkers, one-self and risk factors for musculoskeletal disorders among construction workers. BMC Musculoskelet Disord. 2017 Jan 10;18(1):13. doi: 10.1186/s12891-016-1368-1.
    1. Grill M, Pousette A, Nielsen K, Grytnes R, Törner M. Safety leadership at construction sites: the importance of rule-oriented and participative leadership. Scand J Work Environ Health. 2017 Jul 01;43(4):375–384. doi: 10.5271/sjweh.3650.
    1. van der Beek AJ, Dennerlein JT, Huysmans MA, Mathiassen SE, Burdorf A, van Mechelen W, van Dieën JH, Frings-Dresen MH, Holtermann A, Janwantanakul P, van der Molen HF, Rempel D, Straker L, Walker-Bone K, Coenen P. A research framework for the development and implementation of interventions preventing work-related musculoskeletal disorders. Scand J Work Environ Health. 2017 Nov 01;43(6):526–539. doi: 10.5271/sjweh.3671.
    1. Gilmore B, Vallières F, McAuliffe E, Tumwesigye NM, Muyambi G. The last one heard: the importance of an early-stage participatory evaluation for programme implementation. Implement Sci. 2014 Sep 26;9:137. doi: 10.1186/s13012-014-0137-5.
    1. Ajslev JZ, Persson R, Andersen LL. Associations between wage system and risk factors for musculoskeletal disorders among construction workers. Pain Res Treat. 2015;2015:513903. doi: 10.1155/2015/513903. doi: 10.1155/2015/513903.
    1. Ajslev JZ, Møller JL, Persson R, Andersen LL. Trading health for money: agential struggles in the (re)configuration of subjectivity, the body and pain among construction workers. Work Employ Soc. 2016 Oct;31(6):887–903. doi: 10.1177/0950017016668141.
    1. Kramer DM, Bigelow PL, Carlan N, Wells RP, Garritano E, Vi P, Plawinski M. Searching for needles in a haystack: identifying innovations to prevent MSDs in the construction sector. Appl Ergon. 2010 Jul;41(4):577–84. doi: 10.1016/j.apergo.2009.12.003.
    1. Ajslev J, Lund H, Møller J, Persson R, Andersen L. Habituating pain: questioning pain and physical strain as inextricable conditions in the construction industry. Nord J Work Life Stud. 2013;3(3):195–218.
    1. Boatman L, Chaplan D, Teran S, Welch LS. Creating a climate for ergonomic changes in the construction industry. Am J Ind Med. 2015 Aug;58(8):858–69. doi: 10.1002/ajim.22499.
    1. Burdorf A, van der Beek AJ. To RCT or not to RCT: evidence on effectiveness of return-to-work interventions. Scand J Work Environ Health. 2016 Jul 01;42(4):257–9. doi: 10.5271/sjweh.3577.

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