Bibliometric analysis of DEMATEL method

  • Gözde Koca Bilecik Seyh Edebali University, Department of Business Administration, Bilecik, Turkey
  • Seda Yıldırım Bilecik Seyh Edebali University, Department of Business Administration, Bilecik, Turkey
Keywords: Multi-Criteria Decision Making, Bibliometric, Web of Science, DEMATEL

Abstract

In this study, a bibliometric analysis of the studies evaluated with DEMATEL (Decision Making Experiment and Evaluation Laboratory Method), one of the MCDM methods in Web of Science, was performed according to various performance indicators. The total number of DEMATEL publications examined is 1963 documents. When DEMATEL studies are evaluated in terms of countries, it is seen that China is the leader (553 documents; 28.17%). The most cooperative country is China. The country with the highest h-index is Taiwan (62). Journal of Cleaner Production is the most efficient journal (96; 4.88%). National Chiao Tung University (102, 5.19%) is ranked as the most efficient institution in DEMATEL research. Among the most used words are "Model", "DEMATEL", "Selection", "Management", "fuzzy DEMATEL".

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References

Abu-Taha, R. (2011). Multi-criteria applications in renewable energy analysis: A literature review. In 2011 Proceedings of PICMET'11: Technology Management in the Energy Smart World (PICMET) (pp. 1-8). IEEE.

Aytaç, M., & Gürsakal, N. (2015). Karar verme. Dora Basım Yayın Dağıtım AŞ, Bursa.

Blanco-Mesa, F., Merigó, J. M., & Gil-Lafuente, A. M. (2017). “Fuzzy decision making: A bibliometric-based review.” Journal of Intelligent & Fuzzy Systems, 32(3), 2033-2050.

Bai, C., & Sarkis, J. (2013). A grey-based DEMATEL model for evaluating business process management critical success factors. International Journal of Production Economics, 146(1), 281-292.

Bragge, J., Korhonen, P., Wallenius, H., & Wallenius, J. (2010).Bibliometric analysis of multiple criteria decision making/multiattribute utility theory. In Multiple criteria decision making for sustainable energy and transportation systems (pp. 259-268). Springer, Berlin, Heidelberg.

Büyüközkan, G., & Çifçi, G. (2012). “A novel hybrid MCDM approach based on fuzzy DEMATEL, fuzzy ANP and fuzzy TOPSIS to evaluate green suppliers.”Expert Systems with Applications, 39(3), 3000-3011.

Chang, B., Chang, C. W., & Wu, C. H. (2011). “Fuzzy DEMATEL method for developing supplier selection criteria.” Expert systems with Applications, 38(3), 1850-1858.

Chen, F. H., Hsu, T. S., & Tzeng, G. H. (2011). A balanced scorecard approach to establish a performance evaluation and relationship model for hot spring hotels based on a hybrid MCDM model combining DEMATEL and ANP. International Journal of Hospitality Management, 30(4), 908-932.

Chowdhury, P., & Paul, S. K. (2020). “Applications of MCDM methods in research on corporate sustainability.”Management of Environmental Quality: An International Journal.

Çelikbilek, Y.(2018).” Çok Kriterli Karar Verme Yöntemleri”. Nobel Akademik Yayıncılık Eğitim Danışmanlık Tic. Ltd. Şti. Ankara.

Çetinkaya Bozkurt, Ö. ve Çetin, A. (2016), “Girişimcilik ve Kalkınma Dergisi’nin Bibliyometrik Analizi”, Girişimcilik ve Kalkınma Dergisi, 11(2), 229-263.

Guerrero-Baena, M. D., Gómez-Limón, J. A., & Fruet Cardozo, J. V. (2014). “Are multi-criteria decision making techniques useful for solving corporate finance problems? A bibliometric analysis.”Revista de Metodos Cuantitativos para la Economia y la Empresa, 17, 60-79.

Ellegaard, O., & Wallin, J. A. (2015). “The bibliometric analysis of scholarly production: How great is the impact?.” Scientometrics, 105(3), 1809-1831.

Gul, M., Celik, E., Aydin, N., Gumus, A. T., & Guneri, A. F. (2016). “A state of the art literature review of VIKOR and its fuzzy extensions on applications.” Applied Soft Computing, 46, 60-89.

Govindan, K., Khodaverdi, R., & Vafadarnikjoo, A. (2015). Intuitionistic fuzzy based DEMATEL method for developing green practices and performances in a green supply chain. Expert Systems with Applications, 42(20), 7207-7220.

Hotamışlı, M., & Erem, I. (2014). “Bibliometric analysis of the articles published in journal of accounting and finance.” The Journal of Accounting and Finance, 16(63), 1-19.

Hsu, C. W., Kuo, T. C., Chen, S. H., & Hu, A. H. (2013). “Using DEMATEL to develop a carbon management model of supplier selection in green supply chain management.” Journal of cleaner production, 56, 164-172.

Huang, C. Y., Shyu, J. Z., & Tzeng, G. H. (2007). Reconfiguring the innovation policy portfolios for Taiwan's SIP Mall industry. Technovation, 27(12), 744-765.

Kahraman, C., Onar, S. C., & Oztaysi, B. (2015). “Fuzzy multicriteria decision-making: a literature review.” International journal of computational intelligence systems, 8(4), 637-666.

Karaoğlan, S. (2016). “Dematel ve Vikor Yöntemleriyle Dış Kaynak Seçimi: Otel İşletmeciliği Örneği”, Akademik Bakış Dergisi, 55,9-24.

Lawani, S. M (1981). “Bibliometrics: Its Theoretical Foundations, Methods and Applications”, International Journal of Libraries and Information Services, Cilt: 31, 4, 294-315.

Liao, H., Tang, M., Zhang, X., & Al-Barakati, A. (2019). “Detecting and Visualizing in the Field of Hesitant Fuzzy sets: A Bibliometric Analysis From 2009 to 2018”, International Journal of Fuzzy Systems, 21(5), 128.

Lin, C.L. & Tzeng, G.H. (2009). “A value-created system of science (technology) park by using DEMATEL”, Expert systems with applications, 36(6), 9683-9697.

Lin, C. J., & Wu, W. W. (2008). “A causal analytical method for group decision-making under fuzzy environment.” Expert Systems with Applications, 34(1), 205-213.

Lin, R. J. (2013). “Using fuzzy DEMATEL to evaluate the green supply chain management practices.” Journal of Cleaner Production, 40, 32-39.

Liu, H. C., Liu, L., Liu, N., & Mao, L. X. (2012). Risk evaluation in failure mode and effects analysis with extended VIKOR method under fuzzy environment. Expert Systems with Applications, 39(17), 12926-12934.

Liu, W., & Liao, H. (2017). “A bibliometric analysis of fuzzy decision research during 1970–2015.” International Journal of Fuzzy Systems, 19(1), 1-14.

Liu, H. C., Chen, X. Q., Duan, C. Y., & Wang, Y. M. (2019). “Failure mode and effect analysis using multi-criteria decision making methods: A systematic literature review.”Computers & Industrial Engineering, 135, 881-897.

Mardani, A., Jusoh, A., Nor, K., Khalifah, Z., Zakwan, N., & Valipour, A. (2015). “Multiple criteria decision-making techniques and their applications–a review of the literature from 2000 to 2014.” Economic Research-Ekonomska Istraživanja, 28(1), 516-571.

Merigó, J. M., & Yang, J. B. (2017). “A bibliometric analysis of operations research and management science.”Omega, 73, 37-48.

Morkūnaitė, Ž.,Kalibatas, D., & Kalibatienė, D. (2019). “A Bibliometric Data Analysis of MultiCriteria Decision Making Methods in Heritage. Buildings”, Journal of Civil Engineering and Management, 25(2), 76-99.

Osareh, F. (1996). “Bibliometrics, citation analysis and co-citation analysis: A review of literatüre.” I. Libri, 46(3), 149-158.

Peng, X., & Dai, J. (2018). “A Bibliometric Analysis of Neutrosophic Set: Two Decades Review From 1998 to 2017”, Artificial Intelligence Review, 1-57.

Renganath, K., & Suresh, M. (2016, December). “Supplier selection using fuzzy MCDM techniques: A literature review.” In 2016 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC) (1-6). IEEE.

Seyed-Hosseini, S. M., Safaei, N., & Asgharpour, M. J. (2006). Reprioritization of failures in a system failure mode and effects analysis by decision making trial and evaluation laboratory technique. Reliability Engineering & System Safety, 91(8), 872-881.

Shgeh, J.,Wu, H. & Huang, K. (2010). “A DEMATEL Method in Identifying Key Success Factors of Hospital Service Quality”, Knowlwdge-Based Systems. 23(3): 277-282.

Shieh, J. I., Wu, H. H., & Huang, K. K. (2010). “A DEMATEL method in identifying key success factors of hospital service quality.” Knowledge-Based Systems, 23(3), 277-282.

Stevens, R.E. (1953). “Characteristics of Subject Literatures”, Chicago: American College and Research Library Monography Series 7.

Stojčić, M., Zavadskas, E. K., Pamučar, D., Stević, Ž., & Mardani, A. (2019). “Application of MCDM methods in sustainability engineering: A literature review 2008–2018.” Symmetry, 11(3), 350.

Tramarico, C. L., Salomon, V. A. P., & Marins, F. A. S. (2015). “Analytic hierarchy process and supply chain management: A bibliometric study.”Procedia Computer Science, 55, 441-450.

Tsai, W. H., & Chou, W. C. (2009). Selecting management systems for sustainable development in SMEs: A novel hybrid model based on DEMATEL, ANP, and ZOGP. Expert systems with applications, 36(2), 1444-1458.

Tseng, M. L. (2009). A causal and effect decision making model of service quality expectation using grey-fuzzy DEMATEL approach. Expert systems with applications, 36(4), 7738-7748.

Tzeng, G. H., Chiang, C. H., & Li, C. W. (2007). “Evaluating intertwined effects in e-learning programs: A novel hybrid MCDM model based on factor analysis and DEMATEL.” Expert systems with Applications, 32(4), 1028-1044.

Yang, J. L., & Tzeng, G. H. (2011). An integrated MCDM technique combined with DEMATEL for a novel cluster-weighted with ANP method. Expert Systems with Applications, 38(3), 1417-1424.

Yıldırım, B.F., & Önder, E. (2018). “Operasyonel, Yönetsel ve Stratejik Problemlerin Çözümünde Çok Kriterli Karar Verme Yöntemleri”. Dora Basım Yayın Dağıtım AŞ, Bursa.

Yu, D., Wang, W., Zhang, W., & Zhang, S. (2018). “A Bibliometric Analysis of Research on Multiple Criteria Decision Making”, Current Science, 114(4), 747-758.

Wu, W. W., & Lee, Y. T. (2007). “Developing global managers’ competencies using the fuzzy DEMATEL method.” Expert systems with applications, 32(2), 499-507.

Wu, W. W. (2008). “Choosing knowledge management strategies by using a combined ANP and DEMATEL approach.” Expert Systems with Applications, 35(3), 828-835.

Xia, X., Govindan, K., & Zhu, Q. (2015). Analyzing internal barriers for automotive parts remanufacturers in China using grey-DEMATEL approach. Journal of Cleaner Production, 87, 811-825.

Zavadskas, E. K., Turskis, Z., & Kildienė, S. (2014). “State of Art Surveys of Overviews on MCDM/MADM Methods.” Technological and Economic Development of Economy, 20(1), 165- 179.

Zhou, Q., Huang, W., & Zhang, Y. (2011). Identifying critical success factors in emergency management using a fuzzy DEMATEL method. Safety science, 49(2), 243-252.

Zyoud, S. H., & Fuchs-Hanusch, D. (2017). “A Bibliometric-Based Survey on AHP and TOPSIS Techniques”, Expert Systems with Applications, 78, 158-181.

Published
2021-03-13
How to Cite
Koca, G., & Yıldırım, S. (2021). Bibliometric analysis of DEMATEL method. Decision Making: Applications in Management and Engineering, 4(1), 85-103. https://doi.org/10.31181/dmame2104085g