Effects of Ergonomic Intervention on Musculoskeletal Complaints and Fatigue in the Abaca Banana Fibre Carpet Industry

Authors

  • Heri Setiawan Industrial Engineering Study Program, Musi Charitas Catholic University, South Sumatera, 30113, Indonesia
  • Tri Budiyanto Industrial Engineering Study Program, Universitas Ahmad Dahlan, Yogyakarta, 55191, Indonesia

DOI:

https://doi.org/10.12928/si.v24i1.637

Keywords:

Abaca banana fibre, Ergonomic intervention, Musculoskeletal complaints, Work fatigue

Abstract

Traditional fibre-based craft industries contribute substantially to employment and community welfare, yet their highly manual production processes often expose workers to significant ergonomic hazards. In the Abaca banana fibre carpet industry, tasks such as fibre extraction, cleaning, drying, sorting, spinning, weaving, and finishing require repetitive movements, prolonged awkward postures, and sustained physical effort, thereby increasing the risk of musculoskeletal complaints and work-related fatigue. This study evaluated the effects of ergonomic intervention on musculoskeletal complaints and fatigue among workers in this industry. This intervention study included 152 workers selected through stratified random sampling and grouped according to the principal production stages. Ergonomic risk was evaluated using the Rapid Upper Limb Assessment (RULA) and Rapid Entire Body Assessment (REBA), musculoskeletal complaints were assessed using the Nordic Body Map (NBM), and fatigue was measured using the Borg Rating of Perceived Exertion scale. Assessments were performed one month before the intervention and repeated at follow-up after the intervention. At baseline, workers demonstrated moderate-to-high ergonomic risk, with mean RULA scores ranging from 4.6 to 4.9 and mean REBA scores ranging from 5.2 to 5.6. Musculoskeletal complaints and fatigue were also reported at moderate levels, with mean NBM scores ranging from 43.4 to 47.6 and mean Borg scores ranging from 10.9 to 11.2. Post-intervention analysis showed significant reductions in all outcome measures (p < 0.05), indicating improvements in ergonomic risk exposure, musculoskeletal complaints, and perceived fatigue across production stages. The findings suggest that ergonomic intervention is an effective approach for improving worker health in traditional craft-based industries. Integrating ergonomic measures into manual production systems may help reduce physical burden, enhance occupational well-being, and support sustainable productivity.

References

Adjei, K. O., Liphadzi, M., Bondinuba, F. K., Mewomo, C. M., & Abudu, H. D. (2025). Musculoskeletal Health Effects of Manual Sandcrete Block Handling Among Construction Artisans: Implications for Industry Practice and Training. International Journal of Environmental Research and Public Health, 22(11), 1–21. https://doi.org/10.3390/ijerph22111689

Ahmad, Z. H. S., Nalan, A., I. I. A., Dandi, S., Egga, J. I, S., Lulu, R., & Widya, S. (2025). Analysis of Work Posture at PT Kanugrahan Techno Engineering: Application of the REBA Method to Reduce MSDs Risk. International Journal of Mechanical, Industrial and Control Systems Engineering, 2(1), 27–35. https://doi.org/10.61132/ijmicse.v2i1.167

Alex, K. J., Abdullah, F., Jaafar, M. H., Zuknik, M. H., Amil, N., & Ismail, Z. S. (2025). Multifactorial Causal Analysis of Workplace Musculoskeletal Disorders (WMSDs) and Psychological Stress Among Teaching Professionals for Adult Learners: A Narrative Review. Healthcare (Switzerland), 13(22), 1–21. https://doi.org/10.3390/healthcare13222897

Almenar-Arasanz, A. J., Alfaro-Santafe, J., Gomez-Bernal, A., Perez-Lasierra, J. L., Lacarcel-Tejero, B., Villalba-Ruete, J. A., Cimarras-Otal, C., Rabal-Pelay, J., & Bataller-Cervero, A. V. (2025). Short-Term Foot and Postural Adaptations During an Industrial Workday: A Workplace-Based Biomechanical Assessment. Journal of Functional Morphology and Kinesiology, 10(4), 1–10. https://doi.org/10.3390/jfmk10040476

Anwar, W., Rashid, F. A., Hazari, A., & Kandakurti, P. K. (2025). Work-related Musculoskeletal Disorders (WMSDs) and Quality of Life (QoL) among the construction workers in the United Arab Emirates. F1000Research, 14, 80. https://doi.org/10.12688/f1000research.160557.1

Benson, C., Obasi, I. C., Akinwande, D. V., & Ile, C. (2024). The impact of interventions on health, safety and environment in the process industry. Heliyon, 10(1), e23604. https://doi.org/10.1016/j.heliyon.2023.e23604

Campana, N., Fazzini, L., Donisi, C., Nava, A., Migliari, M., Deidda, M., Pretta, A., Scartozzi, M., & Cadeddu Dessalvi, C. (2025). Exercise Prescription in Cardio-Oncology. Journal of Clinical Medicine, 14(11), 1–26. https://doi.org/10.3390/jcm14113724

Crandall, P. G., O’Bryan, C. A., McFadden, B. R., Wang, D., Obe, T., Houlroyd, J., Sawyers, T., & Feng, Y. (2025). Review of Successful Workplace Interventions to Mitigate Work-related Musculoskeletal Disorders in Poultry Processing Plant Workers: Current Knowledge and Future Prospects. Safety and Health at Work, 16(4), 398–405. https://doi.org/10.1016/j.shaw.2025.09.004

Dias, M., Silva, L., Folgado, D., Nunes, M. L., Cepeda, C., Cheetham, M., & Gamboa, H. (2023). Cardiovascular load assessment in the workplace: A systematic review. International Journal of Industrial Ergonomics, 96(June). https://doi.org/10.1016/j.ergon.2023.103476

Gaunekar, P. (2025). Systematic Review: Ergonomic Interventions For Reducing Musculoskeletal Disorders In Office Workers. International Journal For Multidisciplinary Research, 7(6), 1–14. https://doi.org/10.36948/ijfmr.2025.v07i06.62905

Gomez-Galan, M., Callejon-Ferre, A. J., Perez-Alonso, J., Díaz-Perez, M., & Carrillo-Castrillo, J.-A. (2020). Musculoskeletal Risks: RULA Bibliometric Review [Riesgos musculoesqueléticos: Revisión Bibliometrica RULA]. In International Journal of Environmental Research and Public Health (Vol. 17, Issue 12). https://doi.org/10.3390/ijerph17124354

Greggi, C., Visconti, V. V., Albanese, M., Gasperini, B., Chiavoghilefu, A., Prezioso, C., Persechino, B., Iavicoli, S., Gasbarra, E., Iundusi, R., & Tarantino, U. (2024). Work-Related Musculoskeletal Disorders: A Systematic Review and Meta-Analysis. Journal of Clinical Medicine, 13(13). https://doi.org/10.3390/jcm13133964

Greig, M. A., Qureshi, S. M., Yung, M., Purdy, N., Bookey-Bassett, S., & Patrick Neumann, W. (2025). Modelling physical fatigue and recovery patterns within and across multiple shifts using a healthcare example. International Journal of Production Research, 7543. https://doi.org/10.1080/00207543.2025.2580539

Haftu, D., Kerebih, H., & Terfe, A. (2023). Prevalence of work-related musculoskeletal disorders and its associated factors among traditional cloth weavers in Chencha district, Gamo zone, Ethiopia, an ergonomic study. PLoS ONE, 18, 1–14. https://doi.org/10.1371/journal.pone.0293542

Henry, W. (2025). Influence of Psychological Well-Being and School Factors on Delinquency, During the Covid-19 Period Among Secondary School Students in Selected Schools in Nakuru County: Kenya. International Journal of Research and Innovation in Social Science (IJRISS), VII(2454), 1175–1189. https://doi.org/10.47772/IJRISS

Hida, T., Okada, T., & Matsumoto, T. (2022). Work postural ergonomic assessment using two-dimensional joint coordinates. Journal of Advanced Mechanical Design, Systems and Manufacturing, 16(5), 1–11. https://doi.org/10.1299/jamdsm.2022jamdsm0055

Hilmi, A. H., Abdul Hamid, A. R., & Wan, W. A. R. A. (2024). Recent Advances in Ergonomic Posture Research: Assessing Innovations in Occupational Health and Musculoskeletal Disorder Prevention. Malaysian Journal of Ergonomics (MJEr), 6(1), 76–89. https://doi.org/10.58915/mjer.v6.2024.1310

Hita-Gutierrez, M., Gomez-Galan, M., Diaz-Perez, M., & Callejon-Ferre, A.-J. (2020). An Overview of REBA Method Applications in the World [Una descripcion general de las aplicaciones del metodo REBA en el mundo]. International Journal of Environmental Research and Public Health, 17(8), 1–22. https://doi.org/10.3390/ijerph17082635

Jayawickrama, H. M. M. M., Dharmawardana, M., Kulatunga, A. K., Karunarathna, K. G. S. P., & Osadith, S. A. U. (2016). Enhancement of Productivity of Traditional Brass Manufacturing Industry Using Sustainable Manufacturing Concept. Procedia CIRP, 40, 562–567. https://doi.org/10.1016/j.procir.2016.01.134

Kee, D. (2022). Systematic Comparison of OWAS, RULA, and REBA Based on a Literature Review [Comparación sistemática de OWAS, RULA, and REBA basada en una revisión de literatura]. International Journal of Environmental Research and Public Health, 19(1), 1–23. https://doi.org/10.3390/ijerph19010595

Kim, Y. M., & Cho, S. Il. (2025). Work-related musculoskeletal disorders and digitalization: past adoption, current utilization, and future concerns. BMC Public Health, 25(1). https://doi.org/10.1186/s12889-025-23466-w

Krishnanmoorthy, G., Krishna, R., Baharudin, F., Nizamuddin, M. A. A. S., Hassan, N. H. N., Danaee, M., Hoe, V. C. W., & Rampal, S. (2025). Development and evaluation of a participatory ergonomic intervention for the reduction of work-related musculoskeletal disorders among nurses. AIMS Public Health, 12(4), 1240–1264. https://doi.org/10.3934/publichealth.2025063

Leder, H., J., Blaskovic Zavada, J., Slavulj, M., & Budimir, D. (2025). Ergonomics Study of Musculoskeletal Disorders Among Tram Drivers. Applied Sciences (Switzerland), 15(15). https://doi.org/10.3390/app15158348

Martinez A., L., A. (2025). Ergonomic Interventions and Their Effects on Worker Performance: A Systematic Review. Journal of Hunan University Natural Sciences, 52(10). https://doi.org/10.55463/issn.1674-2974.52.10.3

Motta, F., Varrecchia, T., Chini, G., Ranavolo, A., & Galli, M. (2024). The Use of Wearable Systems for Assessing Work-Related Risks Related to the Musculoskeletal System—A Systematic Review. International Journal of Environmental Research and Public Health, 21(12), 1–26. https://doi.org/10.3390/ijerph21121567

Muttaqin, I. (2025). Human-Centered Ergonomic Design in Industry 5.0: Enhancing Productivity and Worker Wellbeing. Jurnal Riset Teknologi Pencegahan Pencemaran Industri, 16(1), 41–50. https://jrtppi.id/index.php/jrtppi/article/view/223

Nurdiyanti, P., Hariyono, W., & Trisnowati, H. (2025). The Effect of Workload and Fatigue on Employee Occupational Health and Safety: A Literature Review. Jurnal Eduhealth, 16(03), 1605–1619. https://doi.org/10.54209/eduhealth.v16i03

Oestergaard, A. S., Smidt, T. F., Søgaard, K., & Sandal, L. F. (2022). Musculoskeletal disorders and perceived physical work demands among offshore wind industry technicians across different turbine sizes: A cross-sectional study. International Journal of Industrial Ergonomics, 88(February). https://doi.org/10.1016/j.ergon.2022.103278

Olorunsogo, T. O., Kofowora Olaleye, H., C. Onyenweaku, P., A. Zaki, D., & O. Adeleke MSc, W. J. (2025). Prevalence and Pattern of Work-Related Musculoskeletal Disorders among Nigeria Hybrid Workers. International Journal of Pharmaceutical and Bio-Medical Science, 05(01), 27–36. https://doi.org/10.47191/ijpbms/v5-i1-07

Rahmahwati, R. (2021). Perbaikan Tingkat Risiko Musculoskeletal Disorders Berdasarkan Pendekatan Nordic Body Map dan Rapid Upper Limb Assessment Pada Hasil Rancang Bangun Mesin Roasting Kopi Digital Otomatis. Jurnal Rekayasa Sistem Industri, 10(2), 191–200. https://doi.org/10.26593/jrsi.v10i2.4694.191-200

Rasoulivalajoozi, M., Rasouli, M., Cucuzzella, C., & Kwok, T. H. (2023). Prevalence of musculoskeletal disorders and postural analysis of beekeepers. International Journal of Industrial Ergonomics, 98(October), 103504. https://doi.org/10.1016/j.ergon.2023.103504

Rizkya, I., Syahputri, K., Sari, R. M., Anizar, & Siregar, I. (2018). Evaluation of work posture and quantification of fatigue by Rapid Entire Body Assessment (REBA). IOP Conference Series: Materials Science and Engineering, 309(1), 0–6. https://doi.org/10.1088/1757-899X/309/1/012051

Rosiani, T. Y., Li, M. H., & Rahmasaria, D. (2025). An Integrated Framework for Ergonomic Performance Assessment in Food Manufacturing: A Case Study Using Ergo-VSM, AHP, and TLS. Jurnal Optimasi Sistem Industri, 24(1), 84–101. https://doi.org/10.25077/josi.v24.n1.p84-101.2025

Sadeghi, H., Mohandes, S. R., Yunusa-Kaltungo, A., Cheung, C., & Manu, P. (2025). A state-of-the-art review of safety leading indicators across diverse industries. Journal of Safety Science and Resilience, 100272. https://doi.org/10.1016/j.jnlssr.2025.100272

Scataglini, S., Fontinovo, E., Khafaga, N., Khan, M. U., Faizan Khan, M., & Truijen, S. (2025). A Systematic Review of the Accuracy, Validity, and Reliability of Markerless Versus Marker Camera-Based 3D Motion Capture for Industrial Ergonomic Risk Analysis. Sensors, 25(17), 1–20. https://doi.org/10.3390/s25175513

Setiawan, H., Budiyanto, T., & Rinamurti, M. (2025). Prototype Design of Ergo-Flexibility Wheelchair Based on Stakeholder Technical Requirements, Zachman Framework Approach , and Nigel Cross Method Integration. 23(2), 106–117. https://doi.org/10.12928/si.v23i2.356

Setiawan, H., Rinamurti, M., Kusmindari, C. D., & Alfian, A. (2023). Ergonomic Hazard Measurement, Evaluation and Controlling in the Pempek Palembang Home Industry Based on SNI 9011:2021. 8(6). https://ijisrt.com/assets/upload/files/IJISRT23MAY2101.pdf

Setiawan, H., Susanto, S., Rinamurti, M., & Alfian, A. (2025). Ergo-Technopreneurship Training to Improve Knowledge and Attitude of Technology Entrepreneurs Palembang Local Culinary Traders. 2(4), 226–236. https://doi.org/10.62885/ekuisci.v2i4.633

Setiawan, H., Susanto, S., Rinamurti, M., Alfian, A., Pratama, Y. D., & Budiarto, D. (2025). Mapping Potential Musculoskeletal Disorders (MSDs) Based on Ergo-MMH in Manual Material Handling of TBS Loading-Unloading Workers. Jurnal Improsci, 3(1), 1–14. https://doi.org/10.62885/improsci.v3i1.855

Setiawan, H., Susanto, S., Rinamurti, M., & Pratama, Y. D. (2024a). Implementation of A Total Ergonomics Approach To Improve the Quality of Life of Freight Workers In 16 Ilir Market , Palembang City , South Sumatera Province. 2(3), 172–182. https://doi.org/10.62885/medisci.v2i3.596

Setiawan, H., Susanto, S., Rinamurti, M., & Pratama, Y. D. (2024b). Implementation of Ergo-Tourism and Local Wisdom to Design Tourism Village Governance Based on Balinese Cultur in Darma Buana , Belitang II South Sumatera Province. 2(3), 237–247. https://doi.org/10.62885/toursci.v2i3.618

Setiawan, H., Yusuf, M., Rinamuti, M., Budiarto, D., Pratama, Y. D., & Alfian, A. (2025). Redesign of Patient Wheelchair Type SM-8018 Based on Ergo-Total Function Deployment (ETFD) Integration. Logic: Jurnal Rancang Bangun Dan Teknologi, 25(3), 175–185. https://doi.org/10.31940/logic.v25i3.175-185

Stock, S. R., Nicolakakis, N., Vezina, N., Vezina, M., Gilbert, L., Turcot, A., Sultan-Taieb, H., Sinden, K., Denis, M. A., Delga, C., & Beaucage, C. (2018). Are work organization interventions effective in preventing or reducing work-related musculoskeletal disorders? A systematic review of the literature. Scandinavian Journal of Work, Environment and Health, 44(2), 113–133. https://doi.org/10.5271/sjweh.3696

Suarbawa, I. K. G. J., Yusuf, M., Sudiajeng, L., & Silva, H. da. (2026). Improving Work Performance in Traditional Forging: A Study of Environmental Heat and Task-Related Ergonomic Factors. Universal Journal of Public Health, 14(1), 11–23. https://doi.org/10.13189/ujph.2026.140102

Suarbawa, I. K. G. J., Yusuf, M., & Sutarna, I. N. (2024). Design Of Clove Flower Picking Ladder Ergonomic Footstep Clamp Model. SHS Web of Conferences, 189(09), 01029. https://doi.org/10.1051/shsconf/202418901029

Sundstrup, E., Jakobsen, M. D., Andersen, C. H., Jay, K., Persson, R., Aagaard, P., & Andersen, L. L. (2013). Participatory ergonomic intervention versus strength training on chronic pain and work disability in slaughterhouse workers: Study protocol for a single-blind, randomized controlled trial. BMC Musculoskeletal Disorders, 14(1), 1. https://doi.org/10.1186/1471-2474-14-67

Umyati, A., Mariawati, A. S., & Peti, P. (2023). Work posture analysis and complaint risk using Nordic Body Map (NBM) and Rapid Entire Body Assessment (REBA) methods. Journal Industrial Servicess, 9(2), 179. https://doi.org/10.36055/jiss.v9i2.22004

Valtonen, A., Saunila, M., Ukko, J., Treves, L., & Ritala, P. (2025). AI and employee wellbeing in the workplace: An empirical study. Journal of Business Research, 199(October 2024). https://doi.org/10.1016/j.jbusres.2025.115584

Velasco, G., M., Mette, J., Mache, S., Harth, V., & Preisser, A. M. (2020). Musculoskeletal pain among offshore wind industry workers: a cross-sectional study. International Archives of Occupational and Environmental Health, 93(7), 899–909. https://doi.org/10.1007/s00420-020-01544-3

Vosoughi, S., Niazi, P., Abolghasemi, J., & Sadeghi-Yarandi, M. (2024). The relationship between the level of postural stress, Musculoskeletal Disorders, and chronic fatigue: A case study in the dairy industry. Work (Reading, Mass.), 78(3), 771–781. https://doi.org/10.3233/WOR-230309

Wu, T., Tan, X., Li, Y., Liang, Y., & Fan, J. (2024). The Relationship between Occupational Fatigue and Well-Being: The Moderating Effect of Unhealthy Eating Behaviour. Behavioral Sciences, 14(1). https://doi.org/10.3390/bs14010032

Yang, Y., Zeng, J., Liu, Y., Wang, Z., Jia, N., & Wang, Z. (2022). Prevalence of Musculoskeletal Disorders and Their Associated Risk Factors among Furniture Manufacturing Workers in Guangdong, China: A Cross-Sectional Study. International Journal of Environmental Research and Public Health, 19(21). https://doi.org/10.3390/ijerph192114435

Published

2026-04-29

How to Cite

Setiawan, H., & Budiyanto, T. (2026). Effects of Ergonomic Intervention on Musculoskeletal Complaints and Fatigue in the Abaca Banana Fibre Carpet Industry. Spektrum Industri, 24(1), 50–65. https://doi.org/10.12928/si.v24i1.637

Issue

Section

Ergonomics and Work System Design