Managing Uncertainty in Projects: A Review, Trends and Gaps

Esther Zhi Hong Zheng, Marly Monteiro de Carvalho


Nowadays an increasing number of projects are being developed in high complexity and uncertainty environment, requiring different approaches for project management: less rigid and more flexible. Thus, the purpose of this paper is to present a framework for managing uncertainties, through a systematic literature review. The developed framework, based on the contingency theory, suggests that approaches for uncertainty management are, in part, determined by the characteristics of the existing uncertainties. The responses for uncertainty can be driven by the cause or consequence of the uncertainties and those are chosen according to the ability to influence the cause, which is higher for internal uncertainties and lower for external uncertainties. The flexibility of the project management approach, in its turn, is impacted by the uncertainty degree.


uncertainty, risk, project management, contingency theory

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Amendola, A., 2002. Recent paradigms for risk informed decision making. Safety Science, 40, 17-30.

Cox, L.A., 2008. What's wrong with risk matrices?. Risk analysis, 28, 497-512.

Baccarini, D., Salm, G.,Love, P. E., 2004. Management of risks in information technology projects. Industrial Management & Data Systems, 104, 286-295.

Bannerman, P. L., 2008. Risk and risk management in software projects: A reassessment. Journal of Systems and Software, 81, 2118-2133.

Barki, H., Rivard, S., Talbot, J., 2001. An integrative contingency model of software project risk management. Journal of Management Information Systems, 17, 37-70.

Benaroch, M., Jeffery, M., Kauffman, R. J., Shah, S., 2007. Option-based risk management: A field study of sequential information technology investment decisions. Journal of Management Information Systems, 24, 103-140.

Biazzo, S., 2009. Flexibility, structuration, and simultaneity in new product development. Journal of Product Innovation Management, 26, 336-353.

Browning, T. R., Deyst, J. J., Eppinger, S. D., Whitney, D. E., 2002. Adding value in product development by creating information and reducing risk. Engineering Management, IEEE Transactions on, 49, 443-458.

Carvalho, M. M.; Rabechini Jr, R., 2011. Fundamentos em gestão de projetos: construindo competências para gerenciar projetos, third ed. Atlas, São Paulo.

Carvalho,M.M.,Fleury,A,Lopes,A.P.,2013.An overview of the literature on technology roadmapping (TRM): Contributions and trends.Technological Forecasting & Social Change 80(7),1418–1437.

Colvin, M.,,Maravelias, C. T., 2011. R&D pipeline management: Task interdependencies and risk management. European Journal of Operational Research, 215, 616-628. Cooper, R. G., 2000. Doing it right. Ivey Business Journal, 64, 54-60.

Duriau,V.J, Reger,R.K, Pfarrer,M.D.,2007.A Content Analysis of the Content Analysis Literature in Organization Studies Research Themes,Data Sources,and Methodological Refinements.Organizational Research Methods,10(1),5-34

Hanisch, B., Wald, A., 2012. A Bibliometric View on the Use of Contingency Theory in Project Management Research. Project Management Journal, 43, 4-23.

Costa, H. R., Barros, M. D. O., Travassos, G. H., 2007. Evaluating software project portfolio risks. Journal of Systems and Software, 80, 16-31

Del Cano, A., de la Cruz, M. P., 2002. Integrated methodology for project risk management. Journal of Construction Engineering and Management, 128, 473-485.

Demir, H., Bostanci, B., 2010. Decision-support analysis for risk management. Afr. J. Bus. Manage, 4, 1586-1604.

Dey, P. K., Ogunlana, S. O., 2004. Selection and application of risk management tools and techniques for build-operate-transfer projects. Industrial Management & Data Systems, 104, 334-346.

Driouchi, T., Leseure, M., Bennett, D., 2009. A robustness framework for monitoring real options under uncertainty. Omega, 37, 698-710.

Drummond, H., 1996. The politics of risk: trials and tribulations of the Taurus project. Journal of Information Technology, 11, 347-357.

Frishammar, J., Florén, H., Wincent, J., 2011. Beyond managing uncertainty: insights from studying equivocality in the fuzzy front end of product and process innovation projects. Engineering Management, IEEE Transactions on, 58, 551-563.

Ghapanchi, A. H., Tavana, M., Khakbaz, M. H., Low, G., 2012. A methodology for selecting portfolios of projects with interactions and under uncertainty. International Journal of Project Management, 30, 791-803.

Han, W. M., Huang, S. J., 2007. An empirical analysis of risk components and performance on software projects. Journal of Systems and Software, 80, 42-50.

Herroelen, W., Leus, R., 2005. Project scheduling under uncertainty: Survey and research potentials. European journal of Operational Research,165, 289-306.

Hillson, D., 2002. Extending the risk process to manage opportunities. International Journal of Project Management, 20, 235-240.

Howell, D., Windahl, C. Seidel, R., 2010. A project contingency framework based on uncertainty and its consequences. International Journal of Project Management, 28, 256-264.

Jin, X. H., Zhang, G., 2011. Modelling optimal risk allocation in PPP projects using artificial neural networks. International Journal of Project Management, 29, 591-603.

Jun, L., Qiuzhen, W., Qingguo, M., 2011. The effects of project uncertainty and risk management on IS development project performance: A vendor perspective. International Journal of Project Management, 29, 923-933.

Kezner, H., 2011. Gerenciamento de Projetos: uma abordagem sistêmica para planejamento, programação e controle, tenth ed. Blucher, São Paulo.

Klingebiel, R., De Meyer, A., 2013. Becoming aware of the unknown: decision making during the implementation of a strategic initiative. Organization Science, 24, 133-153.

Kumar, R. L., 2002. Managing risks in IT projects: an options perspective. Information & Management, 40, 63-74.

Kwak, Y. H., Stoddard, J., 2004. Project risk management: lessons learned from software development environment. Technovation, 24, 915-920.

Lane, D. A., Maxfield, R. R., 2005. Ontological uncertainty and innovation. Journal of evolutionary economics, 15, 3-50.

Lechler, T. G., Edington, B. H., Gao, T., 2012. Challenging Classic Project Management: Turning Project Uncertainties Into Business Opportunities. Project Management Journal, 43, 59-69.

Lenfle, S., 2011. The strategy of parallel approaches in projects with unforeseeable uncertainty: the Manhattan case in retrospect. International Journal of Project Management, 29, 359-373.

Lewis, J. P., 1999. The project manager's desk reference. McGraw-Hill, Massachusetts.

Liesiö, J., Salo, A., 2012. Scenario-based portfolio selection of investment projects with incomplete probability and utility information. European Journal of Operational Research, 217, 162-172.

Linsmeier, T. J., Pearson, N. D., 1996. Risk measurement: An introduction to value at risk. Mimeo, University of Illinois.

Loch, C. H., Solt, M. E., Bailey, E. M., 2008. Diagnosing Unforeseeable Uncertainty in a New Venture*. Journal of Product Innovation Management, 25, 28-46.

MacCormack, A., Verganti, R., 2003. Managing the sources of uncertainty: Matching process and context in software development. Journal of Product Innovation Management, 20, 217-232.

Maximiano, A., 1997. Administração de projetos. Atlas, São Paulo.

De Meyer, A., Loch, C. H., Pich, M. T., 2002. From variation to chaos. MIT Sloan Management Review, 43, 60-7.

Migilinskas, D., Ustinovičius, L., 2008. Methodology of risk and uncertainty management in construction’s technological and economical problems. The 25th International Symposium on Automation and Robotics in Construction Selected papers, 789–794.

Mitchell, V. L., Nault, B. R., 2007. Cooperative planning, uncertainty, and managerial control in concurrent design. Management Science, 53, 375-389.

Molenaar, K. R., 2005. Programmatic cost risk analysis for highway megaprojects. Journal of Construction Engineering and Management, 131, 343-353.

Mustafa, M. A., Al-Bahar, J. F., 1991. Project risk assessment using the analytic hierarchy process. Engineering Management, IEEE Transactions on, 38, 46-52.

Nidumolu, S. R., 1996. Standardization, requirements uncertainty and software project performance. Information & Management, 31, 135-150.

Nidumolu, S., 1995. The effect of coordination and uncertainty on software project performance: residual performance risk as an intervening variable.Information Systems Research, 6, 191-219.

Oh, J., Yang, J., Lee, S., 2012. Managing uncertainty to improve decision-making in NPD portfolio management with a fuzzy expert system. Expert Systems with Applications, 39, 9868-9885.

Perminova, O., 2011. Managing Uncertainty in Projects. Abo Akadem University Press, Abo.

Perminova, O., Gustafsson, M., Wikström, K., 2008. Defining uncertainty in projects–a new perspective. International Journal of Project Management, 26, 73-79.

Pich, M. T., Loch, C. H., & De Meyer, A., 2002. On uncertainty, ambiguity, and complexity in project management. Management Science, 48, 1008-1023.

Project Management Institute., 2008. A Guide to the Project Management Body of Knowledge: PMBOK® Guide. Project Management Institute.

Raadgever, G. T., Dieperink, C., Driessen, P. P. J., Smit, A. A. H., Van Rijswick, H. F. M. W., 2011. Uncertainty management strategies: Lessons from the regional implementation of the Water Framework Directive in the Netherlands. Environmental Science & Policy, 14, 64-75.

Ramos-Rodriguez,A.R.,Ruiz-Navarro,J.,2004. Changes in the intellectual structure of strategic management research: A bibliometric study of the strategic management journal, 1980-2000. Strategic Management Journal 25(10),981-1004.

Raz, T., Shenhar, A. J., Dvir, D., 2002. Risk management, project success, and technological uncertainty. R&D Management, 32, 101-109.

Rice, M. P., O’Connor, G. C., Pierantozzi, R., 2008. Counter Project Uncertainty. MIT Sloan Management Review, Winter, 54-62.

Ropponen,J.,Lyytinen,K.,1997.Can software risk management improve system development: an exploratory study. European Journal of Information Systems, 6,41-50.

Ropponen, J. Lyytinen, K., 2000. Components of software development risk: How to address them? A project manager survey. Software Engineering, IEEE Transactions on, 26, 98-112.

Santiago, L. P., Bifano, T. G., 2005. Management of R&D projects under uncertainty: A multidimensional approach to managerial flexibility.Engineering Management, IEEE Transactions on, 52, 269-280.

Sauser, B. J., Reilly, R. R., Shenhar, A. J., 2009. Why projects fail? How contingency theory can provide new insights–A comparative analysis of NASA’s Mars Climate Orbiter loss. International Journal of Project Management, 27, 665-679.

Shakhsi-Niaei, M., Torabi, S. A., Iranmanesh, S. H., 2011. A comprehensive framework for project selection problem under uncertainty and real-world constraints. Computers & Industrial Engineering, 61, 226-237.

Shenhar, A. J., Dvir, D., 2007. Reinventing project management: the diamond approach to successful growth and innovation. Harvard Business Press, Massachusetts.

Shenhar, A. J., 2001. One size does not fit all projects: exploring classical contingency domains. Management Science, 47, 394-414.

Sicotte, C., Paré, G., Moreault, M. P., Paccioni, A., 2006. A risk assessment of two interorganizational clinical information systems. Journal of the American Medical Informatics Association, 13, 557-566.

Sicotte, H., Bourgault, M., 2008. Dimensions of uncertainty and their moderating effect on new product development project performance. R&D Management, 38, 468-479.

Solak, S., Clarke, J. P. B., Johnson, E. L., Barnes, E. R., 2010. Optimization of R&D project portfolios under endogenous uncertainty. European Journal of Operational Research, 207, 420-433.

Sommer, S. C., Loch, C. H., 2004. Selectionism and learning in projects with complexity and unforeseeable uncertainty. Management Science, 50, 1334-1347.

Song, M., Xie, J., Di Benedetto, C. A., 2001. Message and source factors, market uncertainty, and extrafunctional information processing: Hypotheses and empirical evidence. Engineering Management, IEEE Transactions on, 48, 223-238.

Tatikonda, M. V., Rosenthal, S. R., 2000. Technology novelty, project complexity, and product development project execution success: a deeper look at task uncertainty in product innovation. Engineering Management, IEEE Transactions on, 47, 74-87.

Thamhain, H., 2013. Managing risks in complex projects. Project Management Journal, 44, 20-35.

Thomke, S., Reinertsen, D., 1998. Agile product development: managing development flexibility in uncertain environments. California management review, 41, 8-30.

Tranfield,D.,Denyer,D.,Smart,P.,2003.Towards a methodology for developing evidence informed management knowledge by means of systematic review.British Journal of Management,14 (3),207-222.

Tseng, C. L., Lin, K. Y., Sundararajan, S. K., 2005. Managing cost overrun risk in project funding allocation. Annals of Operations Research, 135, 127-153.

Vidal, L. A., Marle, F., 2008. Understanding project complexity: implications on project management. Kybernetes, 37, 1094-1110.

Walker, W. E., Harremoës, P., Rotmans, J., van der Sluijs, J. P., van Asselt, M. B., Janssen, P. Krayer von Krauss, M. P., 2003. Defining uncertainty: a conceptual basis for uncertainty management in model-based decision support. Integrated assessment, 4, 5-17.

Wallace, L., Keil, M., Rai, A., 2004a. Understanding software project risk: a cluster analysis. Information & Management, 42, 115-125.

Wallace, L., Keil, M., Rai, A., 2004b. How software project risk affects project performance: An investigation of the dimensions of risk and an exploratory model*. Decision Sciences, 35, 289-321.

Wang, J., Yang, C. Y., 2012. Flexibility planning for managing R&D projects under risk. International Journal of Production Economics, 135, 823-831.

Wang, M. T., Chou, H. Y., 2003. Risk allocation and risk handling of highway projects in Taiwan. Journal of management in Engineering, 19, 60-68.

Ward, S., Chapman, C., 2003. Transforming project risk management into project uncertainty management. International Journal of Project Management, 21, 97-105.

Wouters, M., Roorda, B., Gal, R., 2011. Managing Uncertainty During RD Projects: A Case Study. Research-Technology Management, 54, 37-46.

Xia, L., Wei, X. H., Jiang, T. J., Cheng, B., 2008. Risk allocation in risk management. Systems Engineering-Theory & Practice, 8, 013.

Yin, L., Han, L., 2013. Options strategies for international portfolios with overall risk management via multi-stage stochastic programming. Annals of Operations Research, 1-20.

Zayed, T. M., Chang, L. M., 2002. Prototype model for build-operate-transfer risk assessment. Journal of Management in Engineering, 18, 7-16.

Zwikael, O., Sadeh, A., 2007. Planning effort as an effective risk management tool. Journal of Operations Management, 25, 755-767.



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