Penerapan Lean Six Sigma di Perusahaan Manufaktur di Indonesia: Komparasi Literature Review dan Studi Kasus

Selamat Walmanto Hia

Abstract

This article discusses the implementation of lean six sigma in Indonesia manufacturing companies  from sigma level perspective. This article compares two different studies on sigma level evaluation in manufacturing companies in Indonesia. The first study was carried out through a literature review by reviewing 52 articles discussing the lean six sigma project and obtained an industry average value of 3.68 sigma. The second study as a comparison was to calculate the actual sigma level from 58 cases of improvement projects in companies using the lean six sigma methodology and obtained an industry average value of 3.69. Statistical analysis with a two sample t-test showed a p-value of 0.93 indicating there was no significant difference between these two studies. The results of this study show that the industry average value is 3.7 sigma, where this value is equivalent to a process capability index (Cpk) of 1.23, which is still below the manufacturing standard Cpk of 1.33.

Keywords

lean, six sigma, industry, improvement, business

References

Albliwi, S., & Antony, J. (2015). A Systematic Review Of Lean Six Sigma for The Manufacturing Industry. Business Process Management Journal, 21(3), 665-691. https://doi.org/10.1108/BPMJ-03-2014-0019

Antony, J., Ashby, S., Ghadge, A., & Cudney, E. A. (2020). Lean Six Sigma Journey in a UK Higher Education Institute: A Case Study. Lean Six Sigma for Higher Education: Research and Practice, 171–194. https://doi.org/10.1142/9781786348500_0011

Chaurasia, B., Garg, D., & Agarwal, A. (2019). Lean Six Sigma Approach: A Strategy To Enhance Performance of First Through Time and Scrap Reduction in an Automotive Industry. International Journal of Business Excellence, 17(1), 42–57. https://doi.org/10.1504/IJBEX.2019.096903

Gutierrez-Gutierrez, L., de Leeuw, S., & Dubbers, R. (2016). Logistics services and Lean Six Sigma Implementation: A Case Study. International Journal of Lean Six Sigma, 7(3), 324-342. https://doi.org/10.1108/IJLSS-05-2015-0019

Hajikordestani, Reza N. (2010). A Taxonomy of Lean Six Sigma Success Factors for Service Organizations. Electronic Theses and Dissertations. 1616.

Herlambang, H. (2020). Six Sigma Implementation in Connector and Terminals Manufacturing Company: A Case Study. Indonesian Journal of Industrial Engineering and Management, 1(1), 1-11.

Hia, S., & H. Situmeang, F. (2022, September). Reveal Six Sigma Implementations in Indonesia Manufacturing Industries. In 3rd Asia Pacific International Conference on Industrial Engineering and Operations Management, https://doi.org/10.46254/AP03.20220350.

Lemke, J., Kijewska, K., Iwan, S., & Dudek, T. (2021). Six Sigma In Urban Logistics Management-A Case Study. Sustainability (Switzerland), 13(8). https://doi.org/10.3390/su13084302

McDermott, O., Antony, J., Bhat, S., Jayaraman, R., Rosa, A., Marolla, G., & Parida, R. (2022). Lean Six Sigma in Healthcare: A Systematic Literature Review on Challenges, Organisational Readiness and Critical Success Factors. Processes, 10(10), 1–19. https://doi.org/10.3390/pr10101945

Näslund, D. (2008). Lean, Six Sigma and Lean Sigma: Fads or Real Process Improvement Methods? Business Process Management Journal, 14(3), 269–287. https://doi.org/10.1108/14637150810876634

Pereira Soares, W. L., Kazue Akabane, G., & Pozo, H. (2012). The Vision of Lean Six Sigma to Reduce Costs in Logistics Practices by Modal Shift. 23rd Annual POMS Conference, 10(8), 1–26. https://doi.org/10.9790/9622-1008010109

Pheng, T., Chuluunsaikhan, T., Ryu, G. A., Kim, S. H., Nasridinov, A., & Yoo, K. H. (2022). Prediction of Process Quality Performance Using Statistical Analysis and Long Short-Term Memory. Applied Sciences (Switzerland), 12(2). https://doi.org/10.3390/app12020735

Raja Sreedharan, V., & Raju, R. (2016). A systematic literature review of Lean Six Sigma in Different Industries. International Journal of Lean Six Sigma, 7(4), 430–466. https://doi.org/10.1108/IJLSS-12-2015-0050

Sisilia, H. S. R., & Tannady, H. (2017). Process Capability Analysis Pada Nut (Studi Kasus: PT Sankei Dharma Indonesia). J@ti Undip : Jurnal Teknik Industri, 12(2), 137-142. https://doi.org/10.14710/jati.12.2.137-142

Shanmugaraja, M., Nataraj, M., & Gunasekaran, N. (2012). Literature Snapshot on Six Sigma Project Selection for Future Research. International Journal of Services and Operations Management, 11(3), 335–357. https://doi.org/10.1504/IJSOM.2012.045662

Singh, M., & Rathi, R. (2019). A Structured Review of Lean Six Sigma in Various Industrial Sectors. International Journal of Lean Six Sigma, 10(2), 622-664. https://doi.org/10.1108/IJLSS-03-2018-0018.

Van den Bos, A., Kemper, B. and de Waal, V. (2014). A Study on How to Improve The Throughput Time of Lean Six Sigma Projects in A Construction Company. International Journal of Lean Six Sigma, Vol. 5 No. 2, pp. 212-226. https://doi.org/10.1108/IJLSS-10-2013-0055

Widjajanto, S., & Hardi Purba, H. (2021). Six Sigma Implementation in Indonesia Industries and Businesses: a Systematic Literature Review. Journal of Engineering and Management in Industrial System, 9(1), 23–34. https://doi.org/10.21776/ub.jemis.2021.009.01.3

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