Analysis of Workforce Planning Strategies to Improve Operational Efficiency at FreeStyle Jacket Manufacturing

Authors

  • Resya Dwi Marselina Universitas Teknologi Digital Author
  • Devan Gilang Ramadhan Universitas Teknologi Digital Author
  • Najwa Silva Indrianti Universitas Teknologi Digital Author
  • Rianty Reztu Suryadi Universitas Teknologi Digital Author
  • Ryani Viayu Universitas Teknologi Digital Author
  • Salwa Anisyahara Gunawan Universitas Teknologi Digital Author

DOI:

https://doi.org/10.65310/vqjg6h24

Keywords:

Workforce Planning, Operational Efficiency, Apparel Manufacturing, Workforce Analytics, Data Driven Management.

Abstract

Workforce planning plays a critical role in supporting operational efficiency and organizational sustainability within labor intensive manufacturing industries. This study aims to analyze workforce planning strategies implemented at FreeStyle Jacket Manufacturing and examine their contribution to operational efficiency within a decentralized make to order production system. The research employed a qualitative descriptive approach using an empirical research design. Data were collected through in depth interviews, direct observations, and analysis of company documents involving managerial personnel and production partners. The findings reveal that workforce planning practices are primarily characterized by labor retention efforts, competency based workforce development, operational flexibility, and production coordination across partner workshops. These practices contribute to maintaining production continuity, quality consistency, and resource utilization despite challenges related to fluctuating demand and geographically dispersed production units. The study also identifies limitations associated with intuition based decision making, including the absence of workforce forecasting, workforce analytics, and integrated labor information systems. Strategic analysis suggests that future improvements require the adoption of data driven workforce planning supported by digital technologies, predictive workforce management, and sustainable human resource development to strengthen long term operational performance and organizational adaptability.

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References

Agustian, K., Pohan, A., Zen, A., Wiwin, W., & Malik, A. J. (2023). Human resource management strategies in achieving competitive advantage in business administration. Journal of Contemporary Administration and Management (ADMAN), 1(2), 108-117. https://doi.org/10.61100/adman.v1i2.53

Albloushi, B., Alharmoodi, A., Jabeen, F., Mehmood, K., & Farouk, S. (2023). Total quality management practices and corporate sustainable development in manufacturing companies: the mediating role of green innovation. Management Research Review, 46(1), 20-45. https://doi.org/10.1108/MRR-03-2021-0194

Awwad Al-Shammari, A. S., Alshammrei, S., Nawaz, N., & Tayyab, M. (2022). Green human resource management and sustainable performance with the mediating role of green innovation: a perspective of new technological era. Frontiers in Environmental Science, 10, 901235. https://doi.org/10.3389/fenvs.2022.901235

Fang, L., Shi, S., Gao, J., & Li, X. (2022). The mediating role of green innovation and green culture in the relationship between green human resource management and environmental performance. Plos one, 17(9), e0274820. https://doi.org/10.1371/journal.pone.0274820

Fatima, A., & Tufail, M. (2023). Improving efficiency of apparel manufacturing through the principles of resource management. Clothing and Textiles Research Journal, 41(3), 225-235. https://doi.org/10.1177/0887302X211005432

George, A. S., George, A. H., & Martin, A. G. (2023). ChatGPT and the future of work: a comprehensive analysis of AI'S impact on jobs and employment. Partners Universal International Innovation Journal, 1(3), 154-186. https://doi.org/10.5281/zenodo.8076921

Gultom, R. M. (2025). Workforce strategy in a manufacturing company to improve PIMS value. Journal La Sociale, 6(3), 736-750. https://doi.org/10.37899/journal-la-sociale.v6i3.1619

Han, J., Chen, C., Tiong, R. L. K., Wu, K., & Chew, D. K. H. (2024). Strategic workforce planning for production of prefabricated bathroom units: An advanced Markovian approach. Journal of Construction Engineering and Management, 150(8), 04024097. https://doi.org/10.1061/JCEMD4.COENG-14514

Kanike, U. K. (2023). Factors disrupting supply chain management in manufacturing industries. Journal of Supply Chain Management Science, 4(1-2), 1-24. https://doi.org/10.18757/jscms.2023.6986

Kristiana, S. P. D., Asih, A. M. S., & Sudiarso, A. (2023). Designing simulation to improve production efficiency of batik industry. Simulation & Gaming, 54(6), 730-759. https://doi.org/10.1177/10468781231205667

Kumar, M., Raut, R. D., Mangla, S. K., Ferraris, A., & Choubey, V. K. (2024). The adoption of artificial intelligence powered workforce management for effective revenue growth of micro, small, and medium scale enterprises (MSMEs). Production Planning & Control, 35(13), 1639-1655. https://doi.org/10.1080/09537287.2022.2131620

Lee, K. L., Wong, S. Y., Alzoubi, H. M., Al Kurdi, B., Alshurideh, M. T., & El Khatib, M. (2023). Adopting smart supply chain and smart technologies to improve operational performance in manufacturing industry. International Journal of Engineering Business Management, 15, 18479790231200614. https://doi.org/10.1177/18479790231200614

Limon, G. Q. (2025). Workforce analytics in manufacturing: A review of MIS tools for labor planning, absenteeism monitoring, and productivity optimization. Journal of Sustainable Development and Policy, 1(01), 90-114. https://doi.org/10.63125/79geej86

Lingkon, M. L. R., Saha, P. K., Manzid, A. A., Hasan, M. N., & Mahalanobish, S. K. (2024). Reducing sewing defects to increase productivity in the apparel industry of Bangladesh by integrating lean methodology. International journal of research in industrial engineering, 13(2), 166-187. https://doi.org/10.22105/riej.2024.445868.1424

Obeidat, S. M., Abdalla, S., & Al Bakri, A. A. K. (2023). Integrating green human resource management and circular economy to enhance sustainable performance: an empirical study from the Qatari service sector. Employee Relations: The International Journal, 45(2), 535-563. https://doi.org/10.1108/ER-01-2022-0041

Shaalan, M. A., Hassan, J. A., Mehmood, Y. R., & Oleiwi, H. A. (2025). Talent Management Strategies and Their Role in Sustaining Operational Performance: An Analytical Study in the Ready-Made Clothing Factory in Najaf. Advance Journal of Business Management & Social Science, 1(2), 1-12. https://doi.org/10.65080/ajbmss.v1i2.37

Shahidzadeh, M. H., & Shokouhyar, S. (2024). Unveiling just-in-time decision support system using social media analytics: a case study on reverse logistics resource recycling. Industrial Management & Data Systems, 124(6), 2251-2283. https://doi.org/10.1108/IMDS-12-2023-0921

Shamsuzzaman, M., AlHerimi, N., Haridy, S., Shamsuzzoha, A., Abumadi, F., Jabban, R. A., ... & Asem, J. (2023). Deployment of Lean Six Sigma DMAIC methodology to improve productivity of a can manufacturing industry. International Journal of Productivity and Quality Management, 39(2), 171-196. https://doi.org/10.1504/IJPQM.2023.131286

Srinivasan, K., Sarulkar, P., & Yadav, V. K. (2024). Operational excellence of the steel industry using the Lean Six Sigma approach: a case study. International Journal of Quality & Reliability Management, 41(3), 826-849. https://doi.org/10.1108/IJQRM-08-2022-0250

Ta, C. V., & Zyngier, S. M. (2026). Industry 4.0, digital lean, and organizational performance in apparel firms. International Journal of Lean Six Sigma, 1-25. https://doi.org/10.1108/IJLSS-04-2025-0073

Van Ta, C., Jin, B. E., & Cho, H. J. (2024). Examining the relationship between firm characteristics and Industry 4.0 technology adoption in Vietnam's apparel industry. International Journal of Fashion Design, Technology and Education, 17(3), 404-419. https://doi.org/10.1080/17543266.2024.2326937

Woldemicael, W. W., Berhan, E., Kitaw, D., & Tesfaye, G. (2024). Enhancing operation efficiency of leather manufacturing industry through hybrid of value stream mapping and discrete event simulation. Cogent Engineering, 11(1), 2375423. https://doi.org/10.1080/23311916.2024.2375423

Xie, Y., Kim, H. J., Yin, Y., Liu, K., Smith, T., & Paik, J. K. (2025). Enhancing the safety and sustainability of aging jacket-type offshore wind turbines in extreme weather conditions through digital healthcare engineering: a literature review. Ships and Offshore Structures, 1-28. https://doi.org/10.1080/17445302.2025.2502868

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Published

2026-05-02

How to Cite

Analysis of Workforce Planning Strategies to Improve Operational Efficiency at FreeStyle Jacket Manufacturing. (2026). Journal of Management, Entrepreneurship, and Tourism, 1(2), 01-11. https://doi.org/10.65310/vqjg6h24