Abstract
Purpose
An electromyography (EMG) study was conducted during push and pull operations to evaluate the muscle fatigue of agricultural farm workers.
Methods
Twelve medically fit agricultural workers were selected for evaluation of muscular activity during push–pull operations, with the help of a laboratory setup, which was developed based on the ergonomic criteria of the uniform force application. The most used muscle during push and pull operation (middle deltoid MD, triceps brachii TR, brachioradialis BR, and biceps brachii BI) was selected for an EMG study. The uniform force or load (50, 100, 150, and 200 N) was applied during the experiment.
Results
The most activated or used muscles during the pushing and pulling operation were TR and BR, respectively. The activity of the middle deltoid and triceps brachii muscles was more during the pushing than the pulling task.
Conclusion
Root mean square (RMS) values for EMG activity were found to increase with increasing load in all the selected muscles, indicating that muscular loads were affected by the external load. A load of 200 N was found difficult to operate compared to other selected loads for push–pull operation for all the subjects. The TR muscle gets more fatigued during pushing because it is responsible for elbow extension, which is a primary movement in pushing. The BR muscle gets more fatigued because it is more activated during pull force application.
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Data Availability
The authors confirm that the data supporting the findings of this study are available within the article.
References
Anonymous. (2017). Agricultural statics at a glance 2016, Government of India Ministry of Agriculture & Farmers Welfare Department of Agriculture, Cooperation & Farmers Welfare Directorate of Economics and Statistics, New Delhi, India. https://eands.dacnet.nic.in/PDF/Glance-2016.pdf
Broilo, C., Schuster, R. C., & Dhein, W. (2019). Electromyographic analysis of muscles of the shoulder complex during external rotation exercises with elastic band. Fisioterapia e Pesquisa, 26, 329–336. https://doi.org/10.1590/1809-2950/19004126032019
Damkot, D. K., Pope, M. H., Lord, J., & Frymoyer, J. W. (1984). The relationship between work history, work environment and low-back pain in men. Spine, 9(4), 395–399. https://doi.org/10.1097/00007632-198405000-00012
Delleman, N. J., Haslegrave, C. M., & Chaffin, D. B. (Eds.). (2004). Working postures and movements. CRC Press.
Ferreira, J. J., Boocock, M. G., & Gray, M. I. (2004). Review of risks associated with the pushing and pulling of heavy loads. HSE Books.
Garcin, M., Cravic, J. Y., Vandewalle, H., & Monod, H. (1996). Physiological strains while pushing or hauling. European Journal of Applied Physiology and Occupational Physiology, 72(5–6), 478–482. https://doi.org/10.1007/BF00242278
Granata, K. P., & Bennett, B. C. (2005). Low-back biomechanics and static stability during isometric pushing. Human Factors, 47(3), 536–549. https://doi.org/10.1518/001872005774859962
Hager, K. M. R. (2003). Reliability of fatigue measures in an overhead work task: A study of shoulder muscle electromyography and perceived discomfort. Unpublished M. S. Thesis, Virginia Polytechnic Institute and State University, Virginia Tech, USA.
Hoozemans, M. J. M., & Dieen, J. H. (2005). Prediction of handgrip forces using surface EMG of forearm muscles. Journal of Electromyography and Kinesiology, 15, 358–366. https://doi.org/10.1016/j.jelekin.2004.09.001
Hoozemans, M. J. M., Van der Beak, A. J., Frings-Dresen, M. H. W., Van Duk, F. J. H., & Van-der Woude, L. H. V. (1998). Pushing and pulling in relation to musculoskeletal complaints: A review of risk factors. Ergonomics, 41, 757–781. https://doi.org/10.1080/001401398186621
Hoozemans, M. J., Kuijer, P. P. F., Kingma, I., Van Dieën, J. H., De Vries, W. H., Van Der Woude, L. H., Veeger, D. J., Van Der Beek, A. J., & Frings-Dresen, M. H. (2004). Mechanical loading of the low back and shoulders during pushing and pulling activities. Ergonomics, 47(1), 1–18. https://doi.org/10.1080/00140130310001593577
Jaffar, N. A. T., & Rahman, M. N. A. (2017). Review on risk factors related to lower back disorders at workplace. In IOP Conference Series: Materials Science and Engineering, 226(1), 012035. IOP Publishing. https://doi.org/10.1088/1757-899X/226/1/012035
Kumar, N., Hussain, M. S., Kumar, R., & Roy, R. K. (2020). Effectiveness of three manually operated weeding tools for farm women. Agricultural Engineering Today, 44, 4. https://doi.org/10.52151/aet2020444.1525
Kumari, S., Tewari, V. K., & Kumar, S. (2022a). Assessment of physiological characteristics and effect of load on agricultural workers during push-pull operation under laboratory conditions. Materials Today: Proceedings, 66(9), 3748–3755. https://doi.org/10.1016/j.matpr.2022.06.007
Kumari, S., Tewari, V. K., & Kumar, S. (2022b). Assessment of physiological characteristics and effect of load on agricultural workers during cranking operation. Pantnagar Journal of Research, 20(2), 328–334.
Lariviere, C., Plamondon, A., Lara, J., Tellier, C., Boutin, J., & Dagenais, J. (2004). Biomechanical assessment of gloves. A study of the sensitivity and reliability of electromyographic parameters used to measure the activation and fatigue of different forearm muscles. International Journal of Industrial Ergonomics, 34, 101–116. https://doi.org/10.1016/j.ergon.2004.02.002
Luttmann, A., Jäger, M., & Laurig, W. (2000). Electromyographical indication of muscular fatigue in occupational field studies. International Journal of Industrial Ergonomics, 25(6), 645–660. https://doi.org/10.1016/S0169-8141(99)00053-0
Marras, W. S. (1992). Overview of electromyography in Ergonomics. In Soderberg, G. L. (Ed.), Selected Topic in surface electromyography in the occupational setting: Expert perspectives (pp. 70–95). NIOSH publication. https://doi.org/10.1177/154193120004403
Mehta, C. R., Chandel, N. S., & Senthilkumar, T. (2014). Status, challenges and strategies for farm mechanization in India. Agricultural Mechanization in Asia, Africa and Latin America, 45(4), 43–50.
Mital, A., & Ramakrishnan, A. (1999). A comparison of literature-based design recommendations and experimental capability data for a complex manual materials handling activity. International Journal of Industrial Ergonomics, 24(1), 73–80. https://doi.org/10.1016/S0169-8141(98)00089-4
Nag, P. K., & Chatterjee, S. K. (1981). Voluntary muscle contraction with reference to agricultural tasks. Indian Journal of Medical Research, 74, 111–119.
NIOSH (1981). Work practices guide for manual load lifting. National Institute for occupational safety and health, Cincinnati, Ohio, USA.
Sahni, R. K., Ranjan, R., Khot, L. R., Hoheisel, G. A., & Grieshop, M. J. (2022). Reservoir units optimization in pneumatic spray delivery-based fixed spray system for large-scale commercial adaptation. Sustainability, 14, 10843. https://doi.org/10.1016/j.biosystemseng.2019.10.015
Sandhu, J. S., Mahajan, S., & Shenoy, S. (2008). An electromyographic analysis of shoulder muscle activation during push-up variations on stable and labile surfaces. International Journal of Shoulder Surgery, 2(2), 30. https://doi.org/10.4103/0973-6042.40456
Shafaei, S. M., & Kamgar, S. (2017). A comprehensive investigation on static and dynamic friction coefficients of wheat grain with the adoption of statistical analysis. Journal of Advanced Research, 8(4), 351–361. https://doi.org/10.1016/j.jare.2017.04.003
Singh, R. S., & Sahni, R. K. (2019). Transformation of Indian agriculture through mechanization. Economic Affairs, 64(2), 297–303. https://doi.org/10.30954/0424-2513.2.2019.4
Tiwari, P. S., Gite, L. P., Majumder, J., Pharade, S. C., & Singh, V. V. (2010). Push/Pull strength of agricultural workers in central India. International Journal of Industrial Ergonomics, 40(1), 1–7. https://doi.org/10.1016/j.ergon.2009.10.001
Van Der Beek, A. J., Hoozemans, M. J., Frings-Dresen, M. H., & Burdorf, A. (1999). Assessment of exposure to pushing and pulling in epidemiological field studies; an overview of methods, exposure measures, and measuremental strategies. International Journal of Industrial Ergonomics, 24(4), 417–429. https://doi.org/10.1016/S0169-8141(99)00008-6
Acknowledgements
The authors would like to thank the Indian Council of Agricultural Research, AICRP on Ergonomics and Safety in Agriculture, India, for funding this research work.
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Conceptualization, Data collection, Analysis and Writing original draft preparation - Sweeti Kumari and Sanjeev Kumar Writing, Review and Editing - Sweeti Kumari, Sanjeev Kumar and Ramesh Kumar Sahni Project administration - V.K. Tewari.
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Kumari, S., Tewari, V.K., Kumar, S. et al. An Electromyographical Approach to Evaluate the Effect of Load on Agricultural Worker during Push–Pull Operation. J. Biosyst. Eng. 48, 402–411 (2023). https://doi.org/10.1007/s42853-023-00200-1
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DOI: https://doi.org/10.1007/s42853-023-00200-1