DOI: https://doi.org/10.14710/jati.19.1.35-45

VALUE STREAM MAPPING SEBAGAI ALAT ANALISIS DALAM LEAN MANUFACTURING: ANALISIS BIBLIOMETRIK

*M Nur Irsyad  -  Universitas Diponegoro, Indonesia
Sri Hartini  -  Universitas Diponegoro, Indonesia

Citation Format:
Abstract

Value Stream Mapping (VSM) telah menjadi alat ukur kinerja penting di berbagai industri, namun penelitian tren penggunaannya terbaru minim. Oleh karena itu, penelitian ini bertujuan untuk menganalisis tren VSM terhadap publikasi yang terindeks Scopus dalam 5 tahun terakhir (2019-2024) menggunakan analisis bibliometrik. Data dianalisis menggunakan VOSviewer dan Pivot Table. Temuan menunjukkan bahwa terdapat 528 artikel yang dipublikasikan dalam 149 jurnal selama 5 tahun terakhir, negara dengan jumlah penelitian VSM paling produktif adalah Indonesia, serta jurnal yang paling banyak menerbitkan artikel VSM adalah Sustainability Switzerland. Analisis VOSviewer menunjukkan 6 kluster penulis dan 5 kluster kata kunci. "Sustainable Development" dan "Decision Making" teridentifikasi sebagai kata kunci terkini dengan kemunculan dan kekuatan tautan total paling besar. Celah penelitian yang teridentifikasi antara lain Menghubungkan VSM dengan Sustainable Manufacturing dan Sustainable Development, Menghubungkan Agile Manufacturing Systems dengan Smart Manufacturing, dan Menerapkan VSM dengan kata kunci terkini lainnya seperti Risk Assessment, Lean Six Sigma, Health Care, Construction Industry, Smart Manufacturing, Machine Learning, dan Lean Production. Penelitian ini memberikan gambaran komprehensif tentang perkembangan penggunaan VSM untuk pengukuran kinerja dan mengidentifikasi peluang penelitian baru di bidang ini.

 

[Value Stream Mapping as an Analysis Tool in Lean Manufacturing: Bibliometric Analysis] Value Stream Mapping (VSM) has become an important performance measurement tool in various industries, but research on the latest trends in its use is minimal. Therefore, this study aims to analyze VSM trends towards Scopus-indexed publications in the last 5 years (2019-2024) using bibliometric analysis. Data were analyzed using VOSviewer and Pivot Table. The findings showed that there were 528 articles published in 149 journals over the last 5 years, the country with the most productive VSM research was Indonesia, and the journal that published the most VSM articles was Sustainability Switzerland. VOSviewer analysis showed 6 author clusters and 5 keyword clusters. "Sustainable Development" and "Decision Making" were identified as the current keywords with the greatest occurrence and total link strength. Research gaps identified include Linking VSM with Sustainable Manufacturing and Sustainable Development, Linking Agile Manufacturing Systems with Smart Manufacturing, and Applying VSM with other current keywords such as Risk Assessment, Lean Six Sigma, Health Care, Construction Industry, Smart Manufacturing, Machine Learning, and Lean Production. This research provides a comprehensive overview of the growing use of VSM for performance measurement and identifies new research opportunities in this area.

Keywords: Bibliometric Analysis; Value Stream Mapping (VSM); Scopus; VOSviewer

Fulltext View|Download
Keywords: Analisis Bibliometrik; Value Stream Mapping (VSM); Scopus; VOSviewer

Article Metrics:

Article Info
Section: Research Articles
Language : ID
Recent articles
IMPLEMENTASI METODE HIRA DAN HAZOP UNTUK MEMINIMALISIR POTENSI BAHAYA KESEHATAN DAN KESELAMATAN KERJA PADA INDUSTRI FURNITUR VALUE STREAM MAPPING SEBAGAI ALAT ANALISIS DALAM LEAN MANUFACTURING: ANALISIS BIBLIOMETRIK EVALUASI BASIS TARIF DASAR JASA 3D PRINTING DENGAN SIMULASI ANYLOGIC REUSE OF SPUN PILE PRODUCTION WASTE FOR PAVING BLOCK DEVELOPMENT BY TAGUCHI METHOD More recent articles
Most cited articles
A REVIEW OF ORDER PICKING IMPROVEMENT METHODS FAKTOR-FAKTOR PERILAKU PRO-LINGKUNGAN DALAM MENDUKUNG PELAKSANAAN IMPLEMENTASI CAMPUS SUSTAINABILITY PENGARUH MOTIVASI KERJA DAN GAYA KEPEMIMPINAN TERHADAP DISIPLIN KERJA SERTA DAMPAKNYA PADA KINERJA KARYAWAN (STUDI KASUS PADA PT. PLN (PERSERO) APD SEMARANG) RANCANG BANGUN SISTEM INFORMASI MANAJEMEN ASET BERBASIS WEB UNTUK OPTIMALISASI PENELUSURAN ASET DI TEKNIK INDUSTRI UNDIP ERGONOMI PARTISIPASI DALAM MEMPREDIKSI TINGKAT KESEDIAAN UNTUK PERUBAHAN KUALITAS HIDUP KELUARGA TUKANG SAMPAH/ PEMULUNG More cited articles
  1. Al-Najjar, H. A. H., & Pradhan, B. (2021). Spatial landslide susceptibility assessment using machine learning techniques assisted by additional data created with generative adversarial networks. Geoscience Frontiers, 12(2), 625–637
  2. Asif, M., Searcy, C., Garvare, R., & Ahmad, N. (2011). Including sustainability in business excellence models. Total Quality Management and Business Excellence, 22(7), 773–786
  3. Batwara, A., Sharma, V., Makkar, M., & Giallanza, A. (2023). Towards Smart Sustainable Development Through Value Stream Mapping–a Systematic Literature Review. Heliyon
  4. Bittencourt, V., Buchbinder, M., Saakes, D., & Thiede, S. (2023). Integrated lean and ergonomic assessment for the planning of human-centered factories. Procedia CIRP, 120, 344–349
  5. Chen, W., Chen, Y., Tsangaratos, P., Ilia, I., & Wang, X. (2020). Combining evolutionary algorithms and machine learning models in landslide susceptibility assessments. Remote Sensing, 12(23), 1–26
  6. Chen, W., Li, Y., Tsangaratos, P., Shahabi, H., Ilia, I., Xue, W., & Bian, H. (2020). Groundwater spring potential mapping using artificial intelligence approach based on kernel logistic regression, random forest, and alternating decision tree models. Applied Sciences (Switzerland), 10(2), 1–23
  7. Chen, W., Wang, Z., Wang, G., Ning, Z., Lian, B., Li, S., Tsangaratos, P., Ilia, I., & Xue, W. (2023). Optimizing Rotation Forest-Based Decision Tree Algorithms for Groundwater Potential Mapping. Water (Switzerland), 15(12)
  8. de Barros, L. B., Bassi, L. de C., Caldas, L. P., Sarantopoulos, A., Zeferino, E. B. B., Minatogawa, V., & Gasparino, R. C. (2021). Lean healthcare tools for processes evaluation: An integrative review. International Journal of Environmental Research and Public Health, 18(14)
  9. de Jesus Pacheco, D. A., Møller Clausen, D., & Bumann, J. (2023). A multi-method approach for reducing operational wastes in distribution warehouses. International Journal of Production Economics, 256(October 2022)
  10. De la Vega Hernández, I. M., Urdaneta, A. S., & Carayannis, E. (2023). Global bibliometric mapping of the frontier of knowledge in the field of artificial intelligence for the period 1990–2019. In Artificial Intelligence Review (Vol. 56, Issue 2). Springer Netherlands
  11. Dewi, S. K., Febrianti, R., & Utama, D. M. (2023). An Integrated method for manufacturing Sustainability assessment in tire industry: a case study in Indonesian. International Journal of Sustainable Engineering, 16(1), 1–12
  12. Ebrahimi, A., Khakpour, R., & Saghiri, S. (2023). Sustainable Setup Stream Mapping (3SM): a Systematic Approach to Lean Sustainable Manufacturing. Production Planning and Control, 34(4), 311–329
  13. Faulkner, W., & Badurdeen, F. (2014). Sustainable Value Stream Mapping (Sus-VSM): Methodology to visualize and assess manufacturing sustainability performance. Journal of Cleaner Production, 85, 8–18
  14. Firdaus, M. C., & Hartini, S. (2022). Desain Sustainable Value Stream Mapping untuk Meningkatkan Kinerja Keberlanjutan Perusahaan Cpo (Studi Kasus: Pks Bunut Pt Perkebunan Nusantara Vi). Industrial Engineering Online Journal, 11(3), 1–12
  15. Gururani, D. M., Kumar, Y., Abed, S. A., Kumar, V., Vishwakarma, D. K., Al-Ansari, N., Singh, K., Kuriqi, A., & Mattar, M. A. (2023). Mapping Prospects for Artificial Groundwater Recharge Utilizing Remote Sensing and GIS Methods. Water (Switzerland), 15(22)
  16. Habib, M. A., Rizvan, R., & Ahmed, S. (2023). Implementing lean manufacturing for improvement of operational performance in a labeling and packaging plant: A case study in Bangladesh. Results in Engineering, 17(December 2022), 100818
  17. Iqbal, J., Peng, C., Hussain, M. L., Pourghasemi, H. R., De-Qiang, C., Shah, S. U., & Pradhan, B. (2021). Landslide susceptibility assessment along the dubair-dudishal section of the Karakoram Highway, Northwestern Himalayas, Pakistan. Acta Geodynamica et Geomaterialia, 18(2), 137–155
  18. Isa Meliala, G. H., Matondang, N., & Hidayati, J. (2020). Analysis of Fire Response Time with Lean Service Method in City of Medan Fire and Prevention Service. IOP Conference Series: Materials Science and Engineering, 1003(1)
  19. Jamil, N., Gholami, H., Saman, M. Z. M., Streimikiene, D., Sharif, S., & Zakuan, N. (2020). DMAIC-based approach to sustainable value stream mapping: towards a sustainable manufacturing system. Economic Research-Ekonomska Istrazivanja , 33(1), 331–360
  20. Khairul Akter, M. M., Haq, U. N., Islam, M. M., & Uddin, M. A. (2022). Textile-Apparel Manufacturing and Material Waste management in the circular economy: A conceptual model to achieve sustainable development goal (SDG) 12 for Bangladesh. Cleaner Environmental Systems, 4
  21. Khairunnisa, Hidayati, J., & Shalihin, A. (2020). Reducing waste order production process more efficient approach effective and lean manufacturing (Journal Review). IOP Conference Series: Materials Science and Engineering, 725(1)
  22. Komar, J., Pfleger-Landthaler, A., & Rabel, B. (2022). Discovering information inefficiencies in manufacturing processes with modified value stream mapping An analysis approach for facing the challenges of Industry 5.0. ACM International Conference Proceeding Series, 263–267
  23. Li, M., Zhang, J., He, Q., Yan, W., & Zhang, L. (2024). Research Progress of Fluorescence Imaging in Intraoperative Navigation Based on VOSviewer Bibliometric Analysis. Microchemical Journal, 196
  24. Marin-Garcia, J. A., Vidal-Carreras, P. I., & Garcia-Sabater, J. J. (2021). The role of value stream mapping in healthcare services: A scoping review. International Journal of Environmental Research and Public Health, 18(3), 1–25
  25. Martin, N. L., Dér, A., Herrmann, C., & Thiede, S. (2020). Assessment of smart manufacturing solutions based on extended value stream mapping. Procedia CIRP, 93(March), 371–376
  26. Mehravar, S., Razavi-Termeh, S. V., Moghimi, A., Ranjgar, B., Foroughnia, F., & Amani, M. (2023). Flood susceptibility mapping using multi-temporal SAR imagery and novel integration of nature-inspired algorithms into support vector regression. Journal of Hydrology, 617(PC), 129100
  27. Mirzaei, S., Vafakhah, M., Pradhan, B., & Alavi, S. J. (2021). Flood susceptibility assessment using extreme gradient boosting (EGB), Iran. Earth Science Informatics, 14(1), 51–67
  28. Morell-Santandreu, O., Santandreu-Mascarell, C., & Garcia-Sabater, J. J. (2021). A model for the implementation of lean improvements in healthcare environments as applied in a primary care center. International Journal of Environmental Research and Public Health, 18(6), 1–33
  29. Mubin, A., Utama, D. M., & Nusantara, R. C. (2023). Manufacturing Sustainability Assessment Comprising Physical and Mental Workload: An Integrated Modified SVSM and AHP Approach. Process Integration and Optimization for Sustainability, 7(1–2), 407–417
  30. Nhu, V. H., Mohammadi, A., Shahabi, H., Ahmad, B. Bin, Al-Ansari, N., Shirzadi, A., Clague, J. J., Jaafari, A., Chen, W., & Nguyen, H. (2020). Landslide susceptibility mapping using machine learning algorithms and remote sensing data in a tropical environment. International Journal of Environmental Research and Public Health, 17(14), 1–23
  31. Nhu, V. H., Mohammadi, A., Shahabi, H., Ahmad, B. Bin, Al-Ansari, N., Shirzadi, A., Geertsema, M., Kress, V. R., Karimzadeh, S., Kamran, K. V., Chen, W., & Nguyen, H. (2020). Landslide detection and susceptibility modeling on cameron highlands (Malaysia): A comparison between random forest, logistic regression and logistic model tree algorithms. Forests, 11(8)
  32. Ouchchen, M., Boutaleb, S., Abia, E. H., El Azzab, D., Miftah, A., Dadi, B., Echogdali, F. Z., Mamouch, Y., Pradhan, B., Santosh, M., & Abioui, M. (2022). Exploration targeting of copper deposits using staged factor analysis, geochemical mineralization prospectivity index, and fractal model (Western Anti-Atlas, Morocco). Ore Geology Reviews, 143(February), 104762
  33. Pasco, J., Lei, Z., & Aranas, C. (2022). Additive Manufacturing in Off-Site Construction: Review and Future Directions. Buildings, 12(1)
  34. Pekarcikova, M., Trebuna, P., Dic, M., & Markovic, J. (2023). Streamlining logistics flows with lean tools using TX Plant Simulation software support. Acta Logistica, 10(4), 637–644
  35. Pekarcíková, M., Trebuna, P., Kliment, M., Král, S., & Dic, M. (2021). Modeling and simulation the value stream mapping - case study. Management and Production Engineering Review, 12(2), 107–114
  36. Pekarcikova, M., Trebuna, P., Kliment, M., & Schmacher, B. A. K. (2022). Milk Run Testing Through Tecnomatix Plant Simulation Software. International Journal of Simulation Modelling, 21(1), 101–112
  37. Rahman, G., Bacha, A. S., Ul Moazzam, M. F., Rahman, A. U., Mahmood, S., Almohamad, H., Al Dughairi, A. A., Al-Mutiry, M., Alrasheedi, M., & Abdo, H. G. (2022). Assessment of landslide susceptibility, exposure, vulnerability, and risk in shahpur valley, eastern hindu kush. Frontiers in Earth Science, 10(August), 1–23
  38. Ramsunder, K., & Olanrewaju, O. (2021). Energy Analysis via Value Stream Mapping: A case study of an Automotive Weld Plant. Orion, 37(2), 77–94
  39. Shahabi, H., Ahmadi, R., Alizadeh, M., Hashim, M., Al-Ansari, N., Shirzadi, A., Wolf, I. D., & Ariffin, E. H. (2023). Landslide Susceptibility Mapping in a Mountainous Area Using Machine Learning Algorithms. International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC, 1(1), 2007
  40. Shalihin, A., & Hidayati, J. (2020). Approach lean service on halal certification service system using cost integrated value stream mapping. IOP Conference Series: Materials Science and Engineering, 725(1)
  41. Sullivan, B. P., Yazdi, P. G., Suresh, A., & Thiede, S. (2022). Digital Value Stream Mapping: Application of UWB Real Time Location Systems. Procedia CIRP, 107(March), 1186–1191
  42. Terzioglu, T., Polat, G., & Turkoglu, H. (2022). Analysis of Industrial Formwork Systems Supply Chain Using Value Stream Mapping. Journal of Engineering, Project, and Production Management, 12(1), 47–61
  43. Trebuna, P., Pekarcikova, M., Kliment, M., Kopec, J., & Svantner, T. (2023). Online E-Kanban System Implementation in a Manufacturing Company. International Journal of Simulation Modelling, 22(1), 5–16
  44. Utama, D. M., & Abirfatin, M. (2023). Sustainable Lean Six-sigma: A new framework for improve sustainable manufacturing performance. Cleaner Engineering and Technology, 17(October), 100700
  45. Utama, D. M., Ardiyanti, N., & Putri, A. A. (2022). A new hybrid method for manufacturing sustainability performance assessment: a case study in furniture industry. Production and Manufacturing Research, 10(1), 760–783
  46. Vidal-Carreras, P. I., Garcia-Sabater, J. J., & Marin-Garcia, J. A. (2022). Applying Value Stream Mapping to Improve the Delivery of Patient Care in the Oncology Day Hospital. International Journal of Environmental Research and Public Health, 19(7)
  47. Vilasan, R. T., & Kapse, V. S. (2022). Evaluation of the prediction capability of AHP and F-AHP methods in flood susceptibility mapping of Ernakulam district (India). Natural Hazards, 112(2), 1767–1793
  48. Wiese, M., Rogall, C., Henningsen, N., Herrmann, C., & Thiede, S. (2022). Environmental and technical evaluation of additive manufacturing: Enabling process chain perspective by energy value stream mapping. Procedia CIRP, 105(March), 440–445
  49. Youssef, A. M., & Pourghasemi, H. R. (2021). Landslide susceptibility mapping using machine learning algorithms and comparison of their performance at Abha Basin, Asir Region, Saudi Arabia. Geoscience Frontiers, 12(2), 639–655

Last update:

No citation recorded.

Last update: 2024-11-20 23:06:00

No citation recorded.