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A technological, organisational, and environmental analysis of decision making methodologies and satisfaction in the context of IT induced business transformations

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  • Bernroider, Edward W.N.
  • Schmöllerl, Patrick

Abstract

Although Operational Research (OR) has successfully provided many methodologies to address complex decision problems, in particular based on the rationality principle, there has been too little discussion regarding their limited consideration in IT evaluation practice and associated decision making satisfaction levels in an organisational context. The aim of this paper is to address these issues through providing a current account of diffusion and infusion of OR methodologies in IT decision making practice, and by analysing factors affecting decision making satisfaction from a Technological, Organisational, and Environmental (TOE) framework in the context of IT induced business transformations. We developed a structural equation model and conducted an empirical survey, which supported four out of five developed research hypotheses. Our results show that while Decision Support Systems (DSSs), holistic IT evaluation methods, and management support seem to positively affect individual satisfaction, legislative regulation has an adverse effect. Results also revealed a persistent methodology diffusion and infusion gap. The paper discusses implications in each of these aspects and presents opportunities for future work.

Suggested Citation

  • Bernroider, Edward W.N. & Schmöllerl, Patrick, 2013. "A technological, organisational, and environmental analysis of decision making methodologies and satisfaction in the context of IT induced business transformations," European Journal of Operational Research, Elsevier, vol. 224(1), pages 141-153.
  • Handle: RePEc:eee:ejores:v:224:y:2013:i:1:p:141-153
    DOI: 10.1016/j.ejor.2012.07.025
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    References listed on IDEAS

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    1. Mousseau, V. & Figueira, J. & Naux, J. -Ph., 2001. "Using assignment examples to infer weights for ELECTRE TRI method: Some experimental results," European Journal of Operational Research, Elsevier, vol. 130(2), pages 263-275, April.
    2. Howick, Susan & Ackermann, Fran, 2011. "Mixing OR methods in practice: Past, present and future directions," European Journal of Operational Research, Elsevier, vol. 215(3), pages 503-511, December.
    3. Matos, Manuel A., 2007. "Decision under risk as a multicriteria problem," European Journal of Operational Research, Elsevier, vol. 181(3), pages 1516-1529, September.
    4. Karacapilidis, Nikos I. & Pappis, Costas P., 1997. "A framework for group decision support systems: Combining AI tools and OR techniques," European Journal of Operational Research, Elsevier, vol. 103(2), pages 373-388, December.
    5. Tsoukias, Alexis, 2008. "From decision theory to decision aiding methodology," European Journal of Operational Research, Elsevier, vol. 187(1), pages 138-161, May.
    6. repec:eee:ijoais:v:12:y:2011:i:4:p:305-328 is not listed on IDEAS
    7. Kunsch, P.L. & Kavathatzopoulos, I. & Rauschmayer, F., 2009. "Modelling complex ethical decision problems with operations research," Omega, Elsevier, vol. 37(6), pages 1100-1108, December.
    8. Björnsson, Hans & Lundegård, Roger, 1992. "Corporate competitiveness and information technology," European Management Journal, Elsevier, vol. 10(3), pages 341-347, September.
    9. Wei, Chun-Chin & Chien, Chen-Fu & Wang, Mao-Jiun J., 2005. "An AHP-based approach to ERP system selection," International Journal of Production Economics, Elsevier, vol. 96(1), pages 47-62, April.
    10. Vaidya, Omkarprasad S. & Kumar, Sushil, 2006. "Analytic hierarchy process: An overview of applications," European Journal of Operational Research, Elsevier, vol. 169(1), pages 1-29, February.
    11. Su, Yi-fen & Yang, Chyan, 2010. "Why are enterprise resource planning systems indispensable to supply chain management?," European Journal of Operational Research, Elsevier, vol. 203(1), pages 81-94, May.
    12. Kevin Zhu & Kenneth L. Kraemer & Sean Xu, 2006. "The Process of Innovation Assimilation by Firms in Different Countries: A Technology Diffusion Perspective on E-Business," Management Science, INFORMS, vol. 52(10), pages 1557-1576, October.
    13. Yoram Wind & Thomas L. Saaty, 1980. "Marketing Applications of the Analytic Hierarchy Process," Management Science, INFORMS, vol. 26(7), pages 641-658, July.
    14. Todd, Peter M., 2007. "How much information do we need?," European Journal of Operational Research, Elsevier, vol. 177(3), pages 1317-1332, March.
    15. Eder, Lauren B. & Igbaria, Magid, 2001. "Determinants of intranet diffusion and infusion," Omega, Elsevier, vol. 29(3), pages 233-242, June.
    16. Mackenzie, Adrian & Pidd, Michael & Rooksby, John & Sommerville, Ian & Warren, Ian & Westcombe, Mark, 2006. "Wisdom, decision support and paradigms of decision making," European Journal of Operational Research, Elsevier, vol. 170(1), pages 156-171, April.
    17. Behzadian, Majid & Kazemzadeh, R.B. & Albadvi, A. & Aghdasi, M., 2010. "PROMETHEE: A comprehensive literature review on methodologies and applications," European Journal of Operational Research, Elsevier, vol. 200(1), pages 198-215, January.
    18. Barthelemy, J. P. & Bisdorff, R. & Coppin, G., 2002. "Human centered processes and decision support systems," European Journal of Operational Research, Elsevier, vol. 136(2), pages 233-252, January.
    19. Sohal, Amrik S. & Fitzpatrick, Paul, 2002. "IT governance and management in large Australian organisations," International Journal of Production Economics, Elsevier, vol. 75(1-2), pages 97-112, January.
    20. Gunasekaran, A. & Ngai, E.W.T. & McGaughey, R.E., 2006. "Information technology and systems justification: A review for research and applications," European Journal of Operational Research, Elsevier, vol. 173(3), pages 957-983, September.
    21. repec:eee:ijoais:v:11:y:2010:i:1:p:42-60 is not listed on IDEAS
    22. Naresh K. Malhotra & Sung S. Kim & Ashutosh Patil, 2006. "Common Method Variance in IS Research: A Comparison of Alternative Approaches and a Reanalysis of Past Research," Management Science, INFORMS, vol. 52(12), pages 1865-1883, December.
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