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After paradim: why mixing-methodology theorising fails and how to make it work again

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  • Z Zhu

    (University of Hull Business School
    Japan Advanced Institute of Science and Technology
    South-China Normal University)

Abstract

Combining multiple methodologies works in practice, but not yet in theory. One of the reasons is that current theorising is dominated by a paradigm mentality, preoccupied with wholesale philosophical legitimation. ‘Paradigm’ and the associated ‘incommensurability’ were once revolutionary heuristic tools; now they are mistaken for the basis of an essentialist foundation. The result is a stifling of intellectual innovation and a diminishing of practical relevance. For OR research to make a positive difference again, it is time to move beyond paradigm-based theorising. After paradigm, there are many opportunities. This paper explores a pragmatist alternative that is action-oriented, multiplicity-embracing, ethically concerned and politically sensitive. Incorporating ontological flexibility, it allows OR workers to enact multiple realities, craft ontology-in-use, weave available methods with situated particulars, justify methodologies based on practical consequences, so as to get jobs done and enhance competences. Promoting ontological flexibility and methodology-in-use is a useful starting point for after-paradigm theorising that supports innovative mixing-methodology practice.

Suggested Citation

  • Z Zhu, 2011. "After paradim: why mixing-methodology theorising fails and how to make it work again," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(4), pages 784-798, April.
    • Handle: RePEc:pal:jorsoc:v:62:y:2011:i:4:d:10.1057_jors.2010.31
    DOI: 10.1057/jors.2010.31
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    1. Stanley Deetz, 1996. "Crossroads---Describing Differences in Approaches to Organization Science: Rethinking Burrell and Morgan and Their Legacy," Organization Science, INFORMS, vol. 7(2), pages 191-207, April.
    2. R J Ormerod, 2008. "The transformation competence perspective," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(11), pages 1435-1448, November.
    3. J Pollack, 2009. "Multimethodology in series and parallel: strategic planning using hard and soft OR," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(2), pages 156-167, February.
    4. P Keys, 2006. "On becoming expert in the use of problem structuring methods," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(7), pages 822-829, July.
    5. W Ulrich, 2007. "Philosophy for professionals: towards critical pragmatism," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 58(8), pages 1109-1113, August.
    6. Eden, Colin & Sims, David, 1979. "On the nature of problems in consulting practice," Omega, Elsevier, vol. 7(2), pages 119-127.
    7. M C Jackson & N Johnston & J Seddon, 2008. "Evaluating systems thinking in housing," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(2), pages 186-197, February.
    8. Keys, P., 1997. "Approaches to understanding the process of OR: Review, critique and extension," Omega, Elsevier, vol. 25(1), pages 1-13, February.
    9. Corbett, Charles J. & Overmeer, Willem J. A. M. & Van Wassenhove, Luk N., 1995. "Strands of practice in OR (the practitioner's dilemma)," European Journal of Operational Research, Elsevier, vol. 87(3), pages 484-499, December.
    10. J Mingers, 2000. "The contribution of critical realism as an underpinning philosophy for OR/MS and systems," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 51(11), pages 1256-1270, November.
    11. Jackson, MC, 1987. "Present positions and future prospects in management science," Omega, Elsevier, vol. 15(6), pages 455-466.
    12. J Mingers, 2005. "‘More dangerous than an unanswered question is an unquestioned answer’: a contribution to the Ulrich debate," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(4), pages 468-474, April.
    13. Wanda J. Orlikowski & Daniel Robey, 1991. "Information Technology and the Structuring of Organizations," Information Systems Research, INFORMS, vol. 2(2), pages 143-169, June.
    14. C Eden & F Ackermann & J M Bryson & G P Richardson & D F Andersen & C B Finn, 2009. "Integrating modes of policy analysis and strategic management practice: requisite elements and dilemmas," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(1), pages 2-13, January.
    15. M Jackson, 2009. "Managing the tensions created by mixing methods: comments for Eden et al from a critical systems perspective," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(9), pages 1297-1299, September.
    16. W Ulrich, 2003. "Beyond methodology choice: critical systems thinking as critically systemic discourse," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 54(4), pages 325-342, April.
    17. Joseph T. Mahoney, 1993. "Strategic Management And Determinism: Sustaining The Conversation," Journal of Management Studies, Wiley Blackwell, vol. 30(1), pages 173-191, January.
    18. M C Jackson, 1999. "Towards coherent pluralism in management science," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 50(1), pages 12-22, January.
    19. R Ormerod, 2006. "The history and ideas of pragmatism," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(8), pages 892-909, August.
    20. J Mingers, 2006. "A critique of statistical modelling in management science from a critical realist perspective: its role within multimethodology," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(2), pages 202-219, February.
    21. R J Ormerod, 2002. "Should critical realism really be critical for OR? A comment on Mingers (2000): the contribution of critical realism as an underpinning philosophy for OR/MS and systems," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 53(3), pages 347-351, March.
    22. K Kotiadis & J Mingers, 2006. "Combining PSMs with hard OR methods: the philosophical and practical challenges," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(7), pages 856-867, July.
    23. J Mingers, 2003. "A classification of the philosophical assumptions of management science methods," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 54(6), pages 559-570, June.
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