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From classical interpretive structural modeling to total interpretive structural modeling and beyond: A half-century of business research

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  • Sorooshian, Shahryar
  • Tavana, Madjid
  • Ribeiro-Navarrete, Samuel

Abstract

Despite the widespread use of interpretive structural modeling (ISM) in business research, little is known about its overall scientific productivity and impact on business research. This study presents a comprehensive review of the published ISM research and its latest editions in business using text mining. A two-tier review (narrative and systematic) is used to examine the methods and provide a comprehensive bibliometric analysis and an application roadmap. We demonstrate the number of ISM publications has been increasing in the past fifteen years, even though ISM was developed half a century ago. The study provides evidence for the increasing impact of ISM research in business. Content analysis shows an increase in the application of an updated edition of ISM, total interpretive structural modeling (TISM). In addition, the overall scientific productivity of ISM and TISM is assessed, and an ISM/TISM method selection roadmap is proposed. We further develop ISM+, a new integrated framework combining ISM and its latest editions to improve its performance and potential applications in business research.

Suggested Citation

  • Sorooshian, Shahryar & Tavana, Madjid & Ribeiro-Navarrete, Samuel, 2023. "From classical interpretive structural modeling to total interpretive structural modeling and beyond: A half-century of business research," Journal of Business Research, Elsevier, vol. 157(C).
  • Handle: RePEc:eee:jbrese:v:157:y:2023:i:c:s0148296322011079
    DOI: 10.1016/j.jbusres.2022.113642
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    References listed on IDEAS

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    1. Anshul Yadav & Mahim Sagar, 2021. "Modified Total Interpretive Structural Modeling of Marketing Flexibility Factors for Indian Telecommunications Service Providers," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(4), pages 307-330, December.
    2. D. Laurie Hughes & Nripendra P. Rana & Yogesh K. Dwivedi, 2020. "Elucidation of IS project success factors: an interpretive structural modelling approach," Annals of Operations Research, Springer, vol. 285(1), pages 35-66, February.
    3. Philippe Mongeon & Adèle Paul-Hus, 2016. "The journal coverage of Web of Science and Scopus: a comparative analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(1), pages 213-228, January.
    4. Thomas L. Saaty & Daji Ergu, 2015. "When is a Decision-Making Method Trustworthy? Criteria for Evaluating Multi-Criteria Decision-Making Methods," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 14(06), pages 1171-1187, November.
    5. Sushil, 2018. "How to check correctness of total interpretive structural models?," Annals of Operations Research, Springer, vol. 270(1), pages 473-487, November.
    6. Alireza Amini & Moslem Alimohammadlou, 2021. "Toward equation structural modeling: an integration of interpretive structural modeling and structural equation modeling," Journal of Management Analytics, Taylor & Francis Journals, vol. 8(4), pages 693-714, October.
    7. Rajan, Rishabh & Rana, Nripendra P. & Parameswar, Nakul & Dhir, Sanjay & Sushil, & Dwivedi, Yogesh K., 2021. "Developing a modified total interpretive structural model (M-TISM) for organizational strategic cybersecurity management," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    8. Neetu Yadav, 2014. "Total interpretive structural modelling (TISM) of strategic performance management for Indian telecom service providers," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 63(4), pages 421-445, April.
    9. Nees Jan Eck & Ludo Waltman, 2010. "Software survey: VOSviewer, a computer program for bibliometric mapping," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(2), pages 523-538, August.
    10. Sheerapthi Ramiya & M. Suresh, 2021. "Factors influencing lean-sustainable maintenance using TISM approach," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 12(6), pages 1117-1131, December.
    11. Vineet Jain & Tilak Raj, 2021. "Study of issues related to constraints in FMS by ISM, fuzzy ISM and TISM," International Journal of Industrial and Systems Engineering, Inderscience Enterprises Ltd, vol. 37(2), pages 197-221.
    12. Aghaei Chadegani, Arezoo & Salehi, Hadi & Md Yunus, Melor & Farhadi, Hadi & Fooladi, Masood & Farhadi, Maryam & Ale Ebrahim, Nader, 2013. "A Comparison between Two Main Academic Literature Collections: Web of Science and Scopus Databases," MPRA Paper 46898, University Library of Munich, Germany, revised 18 Mar 2013.
    13. Anshu Agrawal, 2020. "Modified Total Interpretive Structural Model of Corporate Financial Flexibility," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 21(4), pages 369-388, December.
    14. J. Jena & Sumati Sidharth & Lakshman S. Thakur & Devendra Kumar Pathak & V.C. Pandey, 2017. "Total Interpretive Structural Modeling (TISM): approach and application," Journal of Advances in Management Research, Emerald Group Publishing Limited, vol. 14(2), pages 162-181, May.
    15. Kamar Zekhnini & Anass Cherrafi & Imane Bouhaddou & Youssef Benghabrit & Amine Belhadi, 2022. "Supply Chain 4.0 risk management: an interpretive structural modelling approach," International Journal of Logistics Systems and Management, Inderscience Enterprises Ltd, vol. 41(1/2), pages 171-204.
    16. Baraldi, Piero & Podofillini, Luca & Mkrtchyan, Lusine & Zio, Enrico & Dang, Vinh N., 2015. "Comparing the treatment of uncertainty in Bayesian networks and fuzzy expert systems used for a human reliability analysis application," Reliability Engineering and System Safety, Elsevier, vol. 138(C), pages 176-193.
    17. Sorooshian, Shahryar & Azizan, Noor Azlinna & Ale Ebrahim, Nader, 2022. "Weighted Aggregated Sum Product Assessment," MPRA Paper 114715, University Library of Munich, Germany, revised 31 Aug 2022.
    18. J. Jena & Sumati Sidharth & Lakshman S. Thakur & Devendra Kumar Pathak & V.C. Pandey, 2017. "Total Interpretive Structural Modeling (TISM): approach and application," Journal of Advances in Management Research, Emerald Group Publishing Limited, vol. 14(2), pages 162-181, May.
    19. Jafari-Sadeghi, Vahid & Amoozad Mahdiraji, Hannan & Bresciani, Stefano & Pellicelli, Anna Claudia, 2021. "Context-specific micro-foundations and successful SME internationalisation in emerging markets: A mixed-method analysis of managerial resources and dynamic capabilities," Journal of Business Research, Elsevier, vol. 134(C), pages 352-364.
    20. Rahul Sindhwani & Varinder Kumar Mittal & Punj Lata Singh & Vivek Kalsariya & Faizan Salroo, 2018. "Modelling and analysis of energy efficiency drivers by fuzzy ISM and fuzzy MICMAC approach," International Journal of Productivity and Quality Management, Inderscience Enterprises Ltd, vol. 25(2), pages 225-244.
    21. Neetu Yadav, 2014. "Total interpretive structural modelling (TISM) of strategic performance management for Indian telecom service providers," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 63(4), pages 421-445, April.
    22. Kamakshi Sharma & Mahima Jain & Sanjay Dhir, 2021. "Analysing the impact of artificial intelligence on the competitiveness of tourism firms: a modified total interpretive structural modeling (m-TISM) approach," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 17(4), pages 1067-1084, December.
    23. Sushil, 2017. "Modified ISM/TISM Process with Simultaneous Transitivity Checks for Reducing Direct Pair Comparisons," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 18(4), pages 331-351, December.
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