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Introducing the λ-Scale DEMATEL method: Developing the classical DEMATEL technique

Year 2023, , 751 - 758, 05.07.2023
https://doi.org/10.2339/politeknik.961157

Abstract

DEMATEL method is a methodology to deal with complex systems. Its core process is to visualize structurally the graphical interrelation among some critical factors known as the most important factors affecting on the performance or the decision making issues. The initial direct influence matrix in DEMATEL methodology would be assessed by the integer scale of 0,1,2,3,4 for "no influence" , "low influence", "medium influence", "high influence" and "very high influence" respectively. Linguistically this scale is not symmetric because of that there has been no value considered for the term of " very low influence". Additionally there is a challenge for the infinity test of the normalized matrix in DEMATEL procedure. In this research, it would be intended to redefine the input scale of DEMATEL and propose a modificationto redesign the DEMATEL method. Eventually, a threshold value formula has been presented for filtering out the final total influence matrix.

References

  • [1] Fontela, E., &Gabus, A. The DEMATEL observer, DEMATEL 1976 report. Switzerland Geneva: Battelle Geneva Research Center,(1976).
  • [2] C.-Y. Huang, J. Z. Shyu, and G.-H. Tzeng. Reconfiguring the innovation policy portfolios for Taiwan's SIP mall industry, Technovation, vol. 27, no. 12, pp. 744–765,(2007).
  • [3] Wang Z, Mathiyazhagan K, Xu L, Diabat A. A decision making trial and evaluation laboratory approach to analyze the barriers to Green Supply Chain Management adoption in a food packaging company. J Clean Prod 117:19–28,(2016).
  • [4] Asad MM, Mohajerani N, NoursereshM.Prioritizing factors affecting customer satisfaction in the internet banking system based on cause and effect relationships. Proc Econ Finance 36:210–219, (2016).
  • [5] Pan JN, NgnyenHTN.Achieving customer satisfaction through product–service systems. Eur J Oper Res 247:179–190,(2015).
  • [6] Sheng-Li Si, Xiao-Yue You, Hu-Chen Liu , and Ping Zhang. DEMATEL Technique: A Systematic Review of the State-of-the-Art Literature on Methodologies and Applications. Mathematical Problems in Engineering Volume 2018, Article ID 3696457, 33 pages https://doi.org/10.1155/2018/3696457,(2018).
  • [7] Hsuan-Shih Lee, Gwo-HshiungTzeng, WeichungYeih, Yu-Jie Wang, Shing-Chih Yang. Revised DEMATEL: Resolving the Infeasibility of DEMATEL. Applied Mathematical Modelling Volume 37 .pp 6746– 6757,(2013).
  • [8] G. H. Tzeng, C. H. Chiang, and C. W. Li, “Evaluating intertwined effects in e-learning programs: a novel hybrid MCDM model based on factor analysis and DEMATEL,”Expert Systems with Applications, vol. 32, no. 4, pp. 1028–1044, (2007).
  • [9] C. Lin and G. Tzeng, “A value-created system of science (technology) park by using DEMATEL,”Expert Systems withApplications, vol. 36, no. 6, pp. 9683–9697, (2009).
  • [10] P. T.-W. Lee and C.-W. Lin, “The cognition map of financial ratios of shipping companies using DEMATEL and MMDE,”Maritime Policy&Management, vol. 40, no. 2, pp. 133–145, (2013).
  • [11] J. Sara, R. M. Stikkelman, and P. M. Herder, “Assessing relative importance and mutual influence of barriers for CCS deployment of the ROAD project using AHP and DEMATEL methods,”International Journal of Greenhouse Gas Control, vol. 41, pp. 336–357, (2015).
  • [12] Lenth RV. Quick and easy analysis of unreplicated factorials. Technometrics 31:469–473,(1989).
  • [13]J.I. Shieh, H.H. Wu, K.K. Huang, A DEMATEL method in identifying key success factors of hospital service, Knowl.-Based Syst. 23 (3) 277–282,(2010).
  • [14] J.K. Chen, I.S. Chen, Using a novel conjunctive MCDM approach based on DEMATEL, fuzzy ANP, TOPSIS as an innovation support system for Taiwanese higher education, Expert Sys. Appl. 37 1981– 1990,(2010).

Introducing the λ-Scale DEMATEL method: Developing the classical DEMATEL technique

Year 2023, , 751 - 758, 05.07.2023
https://doi.org/10.2339/politeknik.961157

Abstract

DEMATEL method is a methodology to deal with complex systems. Its core process is to visualize structurally the graphical interrelation among some critical factors known as the most important factors affecting on the performance or the decision making issues. The initial direct influence matrix in DEMATEL methodology would be assessed by the integer scale of 0,1,2,3,4 for "no influence" , "low influence", "medium influence", "high influence" and "very high influence" respectively. Linguistically this scale is not symmetric because of that there has been no value considered for the term of " very low influence". Additionally there is a challenge for the infinity test of the normalized matrix in DEMATEL procedure. In this research, it would be intended to redefine the input scale of DEMATEL and propose a modificationto redesign the DEMATEL method. Eventually, a threshold value formula has been presented for filtering out the final total influence matrix.

References

  • [1] Fontela, E., &Gabus, A. The DEMATEL observer, DEMATEL 1976 report. Switzerland Geneva: Battelle Geneva Research Center,(1976).
  • [2] C.-Y. Huang, J. Z. Shyu, and G.-H. Tzeng. Reconfiguring the innovation policy portfolios for Taiwan's SIP mall industry, Technovation, vol. 27, no. 12, pp. 744–765,(2007).
  • [3] Wang Z, Mathiyazhagan K, Xu L, Diabat A. A decision making trial and evaluation laboratory approach to analyze the barriers to Green Supply Chain Management adoption in a food packaging company. J Clean Prod 117:19–28,(2016).
  • [4] Asad MM, Mohajerani N, NoursereshM.Prioritizing factors affecting customer satisfaction in the internet banking system based on cause and effect relationships. Proc Econ Finance 36:210–219, (2016).
  • [5] Pan JN, NgnyenHTN.Achieving customer satisfaction through product–service systems. Eur J Oper Res 247:179–190,(2015).
  • [6] Sheng-Li Si, Xiao-Yue You, Hu-Chen Liu , and Ping Zhang. DEMATEL Technique: A Systematic Review of the State-of-the-Art Literature on Methodologies and Applications. Mathematical Problems in Engineering Volume 2018, Article ID 3696457, 33 pages https://doi.org/10.1155/2018/3696457,(2018).
  • [7] Hsuan-Shih Lee, Gwo-HshiungTzeng, WeichungYeih, Yu-Jie Wang, Shing-Chih Yang. Revised DEMATEL: Resolving the Infeasibility of DEMATEL. Applied Mathematical Modelling Volume 37 .pp 6746– 6757,(2013).
  • [8] G. H. Tzeng, C. H. Chiang, and C. W. Li, “Evaluating intertwined effects in e-learning programs: a novel hybrid MCDM model based on factor analysis and DEMATEL,”Expert Systems with Applications, vol. 32, no. 4, pp. 1028–1044, (2007).
  • [9] C. Lin and G. Tzeng, “A value-created system of science (technology) park by using DEMATEL,”Expert Systems withApplications, vol. 36, no. 6, pp. 9683–9697, (2009).
  • [10] P. T.-W. Lee and C.-W. Lin, “The cognition map of financial ratios of shipping companies using DEMATEL and MMDE,”Maritime Policy&Management, vol. 40, no. 2, pp. 133–145, (2013).
  • [11] J. Sara, R. M. Stikkelman, and P. M. Herder, “Assessing relative importance and mutual influence of barriers for CCS deployment of the ROAD project using AHP and DEMATEL methods,”International Journal of Greenhouse Gas Control, vol. 41, pp. 336–357, (2015).
  • [12] Lenth RV. Quick and easy analysis of unreplicated factorials. Technometrics 31:469–473,(1989).
  • [13]J.I. Shieh, H.H. Wu, K.K. Huang, A DEMATEL method in identifying key success factors of hospital service, Knowl.-Based Syst. 23 (3) 277–282,(2010).
  • [14] J.K. Chen, I.S. Chen, Using a novel conjunctive MCDM approach based on DEMATEL, fuzzy ANP, TOPSIS as an innovation support system for Taiwanese higher education, Expert Sys. Appl. 37 1981– 1990,(2010).
There are 14 citations in total.

Details

Primary Language English
Subjects Engineering
Journal Section Research Article
Authors

Seyed Hossain Ebrahimi 0000-0002-5093-2143

Publication Date July 5, 2023
Submission Date July 2, 2021
Published in Issue Year 2023

Cite

APA Ebrahimi, S. H. (2023). Introducing the λ-Scale DEMATEL method: Developing the classical DEMATEL technique. Politeknik Dergisi, 26(2), 751-758. https://doi.org/10.2339/politeknik.961157
AMA Ebrahimi SH. Introducing the λ-Scale DEMATEL method: Developing the classical DEMATEL technique. Politeknik Dergisi. July 2023;26(2):751-758. doi:10.2339/politeknik.961157
Chicago Ebrahimi, Seyed Hossain. “Introducing the λ-Scale DEMATEL Method: Developing the Classical DEMATEL Technique”. Politeknik Dergisi 26, no. 2 (July 2023): 751-58. https://doi.org/10.2339/politeknik.961157.
EndNote Ebrahimi SH (July 1, 2023) Introducing the λ-Scale DEMATEL method: Developing the classical DEMATEL technique. Politeknik Dergisi 26 2 751–758.
IEEE S. H. Ebrahimi, “Introducing the λ-Scale DEMATEL method: Developing the classical DEMATEL technique”, Politeknik Dergisi, vol. 26, no. 2, pp. 751–758, 2023, doi: 10.2339/politeknik.961157.
ISNAD Ebrahimi, Seyed Hossain. “Introducing the λ-Scale DEMATEL Method: Developing the Classical DEMATEL Technique”. Politeknik Dergisi 26/2 (July 2023), 751-758. https://doi.org/10.2339/politeknik.961157.
JAMA Ebrahimi SH. Introducing the λ-Scale DEMATEL method: Developing the classical DEMATEL technique. Politeknik Dergisi. 2023;26:751–758.
MLA Ebrahimi, Seyed Hossain. “Introducing the λ-Scale DEMATEL Method: Developing the Classical DEMATEL Technique”. Politeknik Dergisi, vol. 26, no. 2, 2023, pp. 751-8, doi:10.2339/politeknik.961157.
Vancouver Ebrahimi SH. Introducing the λ-Scale DEMATEL method: Developing the classical DEMATEL technique. Politeknik Dergisi. 2023;26(2):751-8.
 
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