DOI QR코드

DOI QR Code

Evaluation of Smart Manufacturing Innovation Readiness of Domestic SMEs According to Maturity Model

성숙도 모델에 따른 국내 중소기업의 스마트제조혁신 준비도 평가

  • Kyung-Ihl Kim (Dept. of Convergence Management, Korea National University of Transportation)
  • 김경일 (한국교통대학교 융합경영학과)
  • Received : 2022.10.12
  • Accepted : 2023.01.20
  • Published : 2023.01.28

Abstract

In this study, clustering analysis was performed to find out the influence of the maturity level of Industry 4.0 of SMEs in Korea, index factors of clustering, and major factors on the self-evaluation of companies. When 80 domestic SMEs were classified into 4 categories, it was found that there was a significant positive correlation between process, technology and organization. In addition, the majority of the 80 companies tested according to the maturity model appear to be immature or partially mature, and many improvements and re-evaluation of innovation strategies related to Industry 4.0 are needed. Finally, it was concluded that the Singapore Smart Industry Readiness Index is suitable for conducting self-assessment in domestic SMEs. These conclusions can serve as useful maturity and grouping guidelines for practitioners and researchers.

본 연구는 우리나라 중소기업의 인더스트리 4.0의 성숙도, 클러스터링의 지표 요인, 주요 요인이 기업의 자체 평가에 미치는 영향을 알아보기 위해 클러스터링 분석을 수행하였다. 80개의 국내 중소기업을 4가지 범주로 분류하면 프로세스, 기술 및 조직 간에 유의미한 양의 상관관계가 있음을 발견하였다. 또한, 성숙도 모델에 따라 테스트된 80개 기업의 대다수는 아직 미성숙하거나 부분적으로 성숙한 것으로 보이며 인더스트리 4.0과 관련된 혁신 전략의 많은 개선과 재평가가 필요한 것으로 나타났다. 마지막으로, 싱가포르 스마트 산업 준비 지수는 국내 중소기업에서 자체 평가를 수행하는 데 적합하다는 결론을 도출하였다. 이러한 결론은 실무자와 연구자에게 유용한 성숙도 및 그룹화 지침으로 제공될 수 있다.

Keywords

Acknowledgement

This was supported by Korea National University of Transportation in 2022.

References

  1. Deloitte.(2017). "Tech Trend Report." Accessed 25 October 2018.
  2. C. Heavin and J. Power.(2018). "Challenges for Digital Transformation-Towards a Conceptual Decision Support Guide for Managers." Journal of Decision Systems. 27(1): 38-45. DOI : 10.1080/12460125.2018.1468697.
  3. G. Gruman,(2016). "What Digital Transformation Really Means." InfoWorld. http://www.infoworld.com/article/3080644/it-management/whatdigital-transformation-really-means.html
  4. H. Lasi, H., P. Fettke, T. Feld, and M. Hoffmann. 2014. "Industry 4.0.", Business & Information Systems Engineering 6: 239-242. DOI : 10.1007/s12599-014-0334-4
  5. T. Hess, C. Matt, A. Benlian, and F. Wiesbock. (2016). "Options for Formulating a Digital Transformation Strategy." MIS Quarterly Executive 15: 2.
  6. Harvard Business Review.(2018). "Reassessing Digital Transformation" https://hbr.org/resources/pdfs/comm/red%20hat/ReassessingDigitalTransformation
  7. H. Kagermann, G. Wahlster, and J. Helbig. (2013). Recommendations for Implementing the Strategic Initiative INDUSTRIE 4.0. Berlin: Industrie 4.0 Working Group of Acatech. https://www.din.de/blob/76902/e8cac883f42bf28536e7e8165993f1fd/ recommendation for implementing industry 4.0
  8. Y.X. Liao, F. Deschamps, E. D. F. R. Loures, and L. F. P. Ramos.(2017). "Past, Present and Future of Industry 4.0-A Systematic Literature Review and Research Agenda Proposal." International Journal of Production Research 55(12): 3609-3629. DOI : 10.1080/00207543.2017.1308576.
  9. S. K. Nikkhou, S., K. Taghizadeh, and S. Hajiyakhchali.(2016). "Designing a Portfolio Management Maturity Model (Elena)." Procedia-Social and Behavioral Science 226: 318-325. DOI : 10.1016/j.sbspro.2016.06.194.
  10. J. Basl, (2018). "Analysis of Industry 4.0 Readiness Indexes and Maturity Models and Proposal of the Dimension for Enterprise Information Systems." Research and Practical Issues of Enterprise Information Systems, 57--68. DOI : 10.1007/ 978-3-319-99040-8_5.
  11. S. D. Mittal, Romero, and T. Wuest (2018). "Towards a Smart Manufacturing Maturity Model for SMEs (SM 3 E)." In IFIP International Conference on Advances in Production Management Systems, 155-163.
  12. L.A Canetta, L., A. Barni, and E. Montini June, (2018). "Development of a Digitalization Maturity Model for the Manufacturing Sector." In 2018 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC), 1-7. Stuttgart, Germany: IEEE. DOI : 10.1109/ICE.2018.8436292.
  13. Singapore Economic Development Board. (2017). "Singapore Smart Industry Readiness Index: Catalyzing the Transformation of Manufacturing." 1-46. https://www.edb.gov.sg/en/news-andresources/news/advanced-manufacturing-release.html
  14. K. Lichtblau,V. Stich, R. Bertenrath, M. Blum, M. Bleider, A. Millack, K. Schmitt, E. Schmitz, and M. Schroter. (2015), "IMPULS - Industrie 4.0-Readiness." VDMA''s IMPULS-Stiftung, Aachen, Cologne.
  15. E. Gokalp, U. Sener, and P. E. Eren (2017), "Development of an Assessment Model for Industry 4.0: Industry 4.0-MM." In International Conference on Software Process Improvement and Capability Determination (770, 128-142), Palma de Mallorca, Spain: Springer.
  16. A. D. Carolis, M. Marcchi, E. Negri, and S. Terzi,(2017). "A Maturity Model for Assessing the Digital Readiness of Manufacturing Companies." IFIP Advances in Information and Communication Technology, 13-20. "10.1007/978-3- 319-66923-6_2.
  17. PwC. (2018). "Global Digital Operations Survey" https://www.pwc.com/gx/en/industries/industry-4-0.