Scenario analysis to support decision making in addressing wicked problems: Pitfalls and potential
Author
Abstract
Suggested Citation
DOI: 10.1016/j.ejor.2018.08.035
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Marcello Basili & Carlo Zappia, 2009. "Shackle And Modern Decision Theory," Metroeconomica, Wiley Blackwell, vol. 60(2), pages 245-282, May.
- Hjortso, Carsten Nico, 2004. "Enhancing public participation in natural resource management using Soft OR--an application of strategic option development and analysis in tactical forest planning," European Journal of Operational Research, Elsevier, vol. 152(3), pages 667-683, February.
- J Rosenhead, 2006. "Past, present and future of problem structuring methods," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(7), pages 759-765, July.
- Said Elbanna & Rhys Andrews & Raili Pollanen, 2016. "Strategic Planning and Implementation Success in Public Service Organizations: Evidence from Canada," Public Management Review, Taylor & Francis Journals, vol. 18(7), pages 1017-1042, August.
- John D. W. Morecroft, 1984. "Strategy support models," Strategic Management Journal, Wiley Blackwell, vol. 5(3), pages 215-229, July.
- Samuel Moretti Bernardo & Rosley Anholon & Olivio Novaski & Dirceu Silva & Osvaldo Luiz Gonçalves Quelhas, 2017. "Main causes that lead strategies to decline at execution phase: an analysis of Brazilian companies," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 66(3), pages 424-440, March.
- Franco, L. Alberto & Rouwette, Etienne A.J.A., 2011. "Decision development in facilitated modelling workshops," European Journal of Operational Research, Elsevier, vol. 212(1), pages 164-178, July.
- Buytendijk, Frank & Hatch, Toby & Micheli, Pietro, 2010. "Scenario-based strategy maps," Business Horizons, Elsevier, vol. 53(4), pages 335-347, July.
- Hector, Donald & Christensen, Carleton & Petrie, Jim, 2009. "A problem-structuring method for complex societal decisions: Its philosophical and psychological dimensions," European Journal of Operational Research, Elsevier, vol. 193(3), pages 693-708, March.
- Brown, Joyce & Cooper, Ceri & Pidd, Michael, 2006. "A taxing problem: The complementary use of hard and soft OR in the public sector," European Journal of Operational Research, Elsevier, vol. 172(2), pages 666-679, July.
- Wright, George & Bradfield, Ron & Cairns, George, 2013. "Does the intuitive logics method – and its recent enhancements – produce “effective” scenarios?," Technological Forecasting and Social Change, Elsevier, vol. 80(4), pages 631-642.
- Suzanne Pinson & Pavlos MoraÏtis, 1997. "An Intelligent Distributed System for Strategic Decision Making," Group Decision and Negotiation, Springer, vol. 6(1), pages 77-108, January.
- Rowe, Emily & Wright, George & Derbyshire, James, 2017. "Enhancing horizon scanning by utilizing pre-developed scenarios: Analysis of current practice and specification of a process improvement to aid the identification of important ‘weak signals’," Technological Forecasting and Social Change, Elsevier, vol. 125(C), pages 224-235.
- Cairns, George & Wright, George & Fairbrother, Peter, 2016. "Promoting articulated action from diverse stakeholders in response to public policy scenarios: A case analysis of the use of ‘scenario improvisation’ method," Technological Forecasting and Social Change, Elsevier, vol. 103(C), pages 97-108.
- Ozer, Muammer, 2008. "Improving the accuracy of expert predictions of the future success of new internet services," European Journal of Operational Research, Elsevier, vol. 184(3), pages 1085-1099, February.
- Ribeiro, Fernando & Ferreira, Paula & Araújo, Madalena, 2013. "Evaluating future scenarios for the power generation sector using a Multi-Criteria Decision Analysis (MCDA) tool: The Portuguese case," Energy, Elsevier, vol. 52(C), pages 126-136.
- Ramírez, Rafael & Österman, Riku & Grönquist, Daniel, 2013. "Scenarios and early warnings as dynamic capabilities to frame managerial attention," Technological Forecasting and Social Change, Elsevier, vol. 80(4), pages 825-838.
- Browne, David & O'Regan, Bernadette & Moles, Richard, 2010. "Use of multi-criteria decision analysis to explore alternative domestic energy and electricity policy scenarios in an Irish city-region," Energy, Elsevier, vol. 35(2), pages 518-528.
- Ram, Camelia & Montibeller, Gilberto, 2013. "Exploring the impact of evaluating strategic options in a scenario-based multi-criteria framework," Technological Forecasting and Social Change, Elsevier, vol. 80(4), pages 657-672.
- Cairns, George & Ahmed, Iftekhar & Mullett, Jane & Wright, George, 2013. "Scenario method and stakeholder engagement: Critical reflections on a climate change scenarios case study," Technological Forecasting and Social Change, Elsevier, vol. 80(1), pages 1-10.
- O'Brien, Frances A. & Meadows, Maureen, 2013. "Scenario orientation and use to support strategy development," Technological Forecasting and Social Change, Elsevier, vol. 80(4), pages 643-656.
- Cairns, George & Wright, George & Fairbrother, Peter & Phillips, Richard, 2017. "‘Branching scenarios’ seeking articulated action for regional regeneration – A case study of limited success," Technological Forecasting and Social Change, Elsevier, vol. 124(C), pages 189-202.
- Meissner, Philip & Brands, Christian & Wulf, Torsten, 2017. "Quantifiying blind spots and weak signals in executive judgment: A structured integration of expert judgment into the scenario development process," International Journal of Forecasting, Elsevier, vol. 33(1), pages 244-253.
- Cairns, George & Goodwin, Paul & Wright, George, 2016. "A decision-analysis-based framework for analysing stakeholder behaviour in scenario planning," European Journal of Operational Research, Elsevier, vol. 249(3), pages 1050-1062.
- J L Foote & J E Gregor & M C Hepi & V E Baker & D J Houston & G Midgley, 2007. "Systemic problem structuring applied to community involvement in water conservation," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 58(5), pages 645-654, May.
- Paul Goodwin & George Wright, 2001. "Enhancing Strategy Evaluation in Scenario Planning: a Role for Decision Analysis," Journal of Management Studies, Wiley Blackwell, vol. 38(1), pages 1-16, January.
- L A Franco, 2006. "Forms of conversation and problem structuring methods: a conceptual development," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(7), pages 813-821, July.
- Schoemaker, Paul J.H. & Day, George S. & Snyder, Scott A., 2013. "Integrating organizational networks, weak signals, strategic radars and scenario planning," Technological Forecasting and Social Change, Elsevier, vol. 80(4), pages 815-824.
- Franco, L. Alberto & Montibeller, Gilberto, 2010. "Facilitated modelling in operational research," European Journal of Operational Research, Elsevier, vol. 205(3), pages 489-500, September.
- Franco, L. Alberto & Meadows, Maureen & Armstrong, Steven J., 2013. "Exploring individual differences in scenario planning workshops: A cognitive style framework," Technological Forecasting and Social Change, Elsevier, vol. 80(4), pages 723-734.
- Derbyshire, James, 2017. "Potential surprise theory as a theoretical foundation for scenario planning," Technological Forecasting and Social Change, Elsevier, vol. 124(C), pages 77-87.
- Matthew J. Schroeder & James H. Lambert, 2011. "Scenario-based multiple criteria analysis for infrastructure policy impacts and planning," Journal of Risk Research, Taylor & Francis Journals, vol. 14(2), pages 191-214, February.
- Phahlamohlaka, Jackie & Friend, John, 2004. "Community planning for rural education in South Africa," European Journal of Operational Research, Elsevier, vol. 152(3), pages 684-695, February.
- Lauren Rickards & John Wiseman & Taegen Edwards & Che Biggs, 2014. "The Problem of Fit: Scenario Planning and Climate Change Adaptation in the Public Sector," Environment and Planning C, , vol. 32(4), pages 641-662, August.
- Ilmola, Leena & Rovenskaya, Elena, 2016. "Three experiments: The exploration of unknown unknowns in foresight," Technological Forecasting and Social Change, Elsevier, vol. 106(C), pages 85-100.
- Ackermann, Fran, 2012. "Problem structuring methods ‘in the Dock’: Arguing the case for Soft OR," European Journal of Operational Research, Elsevier, vol. 219(3), pages 652-658.
- G Montibeller & L A Franco, 2011. "Raising the bar: strategic multi-criteria decision analysis," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(5), pages 855-867, May.
- Mingers, John, 2011. "Soft OR comes of age--but not everywhere!," Omega, Elsevier, vol. 39(6), pages 729-741, December.
- Derbyshire, James & Wright, George, 2017. "Augmenting the intuitive logics scenario planning method for a more comprehensive analysis of causation," International Journal of Forecasting, Elsevier, vol. 33(1), pages 254-266.
- Joldersma, Cisca & Roelofs, Ellie, 2004. "The impact of soft OR-methods on problem structuring," European Journal of Operational Research, Elsevier, vol. 152(3), pages 696-708, February.
- Pincombe, Brandon & Blunden, Sarah & Pincombe, Adrian & Dexter, Patricia, 2013. "Ascertaining a hierarchy of dimensions from time-poor experts: Linking tactical vignettes to strategic scenarios," Technological Forecasting and Social Change, Elsevier, vol. 80(4), pages 584-598.
- Mingers, John & White, Leroy, 2010. "A review of the recent contribution of systems thinking to operational research and management science," European Journal of Operational Research, Elsevier, vol. 207(3), pages 1147-1161, December.
- Colin Eden, 1992. "Strategy Development As A Social Process," Journal of Management Studies, Wiley Blackwell, vol. 29(6), pages 799-812, November.
- Bowman, Gary & MacKay, R. Bradley & Masrani, Swapnesh & McKiernan, Peter, 2013. "Storytelling and the scenario process: Understanding success and failure," Technological Forecasting and Social Change, Elsevier, vol. 80(4), pages 735-748.
- 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.
- MacKay, Brad & Tambeau, Paul, 2013. "A structuration approach to scenario praxis," Technological Forecasting and Social Change, Elsevier, vol. 80(4), pages 673-686.
- Stewart, Theodor J. & French, Simon & Rios, Jesus, 2013. "Integrating multicriteria decision analysis and scenario planning—Review and extension," Omega, Elsevier, vol. 41(4), pages 679-688.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- M. Nassereddine & M. A. Ellakkis & A. Azar & M. D. Nayeri, 2021. "Developing a Multi-methodology for Conflict Resolution: Case of Yemen’s Humanitarian Crisis," Group Decision and Negotiation, Springer, vol. 30(2), pages 301-320, April.
- Klerkx, Rik & Pelsser, Antoon, 2022. "Narrative-based robust stochastic optimization," Journal of Economic Behavior & Organization, Elsevier, vol. 196(C), pages 266-277.
- Chen, Kaihua & Ren, Zhipeng & Mu, Shijun & Sun, Tara Qian & Mu, Rongping, 2020. "Integrating the Delphi survey into scenario planning for China's renewable energy development strategy towards 2030," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
- Derbyshire, James, 2024. "Integrating modelling-based and stakeholder-focused scenario approaches to close the planning gap and accelerate low-carbon transitions," Ecological Economics, Elsevier, vol. 221(C).
- Amorim-Lopes, Mário & Oliveira, Mónica & Raposo, Mariana & Cardoso-Grilo, Teresa & Alvarenga, António & Barbas, Marta & Alves, Marco & Vieira, Ana & Barbosa-Póvoa, Ana, 2021. "Enhancing optimization planning models for health human resources management with foresight," Omega, Elsevier, vol. 103(C).
- Christopher Münch & Heiko A. von der Gracht, 2021. "A bibliometric review of scientific theory in futures and foresight: A commentary on Fergnani and Chermack 2021," Futures & Foresight Science, John Wiley & Sons, vol. 3(3-4), September.
- James Derbyshire, 2020. "Answers to questions on uncertainty in geography: Old lessons and new scenario tools," Environment and Planning A, , vol. 52(4), pages 710-727, June.
- Alexandre de A. Gomes Júnior & Vanessa B. Schramm, 2022. "Problem Structuring Methods: A Review of Advances Over the Last Decade," Systemic Practice and Action Research, Springer, vol. 35(1), pages 55-88, February.
- Robert Fildes, 2022. "Scenarios, strategic conversations, and forecasting: A commentary on Rowland and Spaniol (2021)," Futures & Foresight Science, John Wiley & Sons, vol. 4(1), March.
- Sydelko, Pamela & Espinosa, Angela & Midgley, Gerald, 2024. "Designing interagency responses to wicked problems: A viable system model board game," European Journal of Operational Research, Elsevier, vol. 312(2), pages 746-764.
- Seeve, Teemu & Vilkkumaa, Eeva, 2022. "Identifying and visualizing a diverse set of plausible scenarios for strategic planning," European Journal of Operational Research, Elsevier, vol. 298(2), pages 596-610.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Ramboarison-Lalao, Lovanirina & Gannouni, Kais, 2019. "Liberated firm, a leverage of well-being and technological change? A prospective study based on the scenario method," Technological Forecasting and Social Change, Elsevier, vol. 140(C), pages 129-139.
- White, Leroy, 2016. "Behavioural operational research: Towards a framework for understanding behaviour in OR interventions," European Journal of Operational Research, Elsevier, vol. 249(3), pages 827-841.
- Tiberius, Victor & Siglow, Caroline & Sendra-García, Javier, 2020. "Scenarios in business and management: The current stock and research opportunities," Journal of Business Research, Elsevier, vol. 121(C), pages 235-242.
- MacKay, R. Bradley & Stoyanova, Veselina, 2017. "Scenario planning with a sociological eye: Augmenting the intuitive logics approach to understanding the Future of Scotland and the UK," Technological Forecasting and Social Change, Elsevier, vol. 124(C), pages 88-100.
- Cheng, M.N. & Wong, Jane W.K. & Cheung, C.F. & Leung, K.H., 2016. "A scenario-based roadmapping method for strategic planning and forecasting: A case study in a testing, inspection and certification company," Technological Forecasting and Social Change, Elsevier, vol. 111(C), pages 44-62.
- Gary Bowman & R. Bradley MacKay, 2020. "Scenario planning as strategic activity: A practice‐orientated approach," Futures & Foresight Science, John Wiley & Sons, vol. 2(3-4), September.
- Metz, Ashley & Hartley, Paul, 2020. "Scenario development as valuation: Opportunities for reflexivity," Technological Forecasting and Social Change, Elsevier, vol. 155(C).
- Ram, Camelia, 2020. "Scenario presentation and scenario generation in multi-criteria assessments: An exploratory study," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
- Smith, Chris M. & Shaw, Duncan, 2019. "The characteristics of problem structuring methods: A literature review," European Journal of Operational Research, Elsevier, vol. 274(2), pages 403-416.
- Cairns, George & Wright, George & Fairbrother, Peter & Phillips, Richard, 2017. "‘Branching scenarios’ seeking articulated action for regional regeneration – A case study of limited success," Technological Forecasting and Social Change, Elsevier, vol. 124(C), pages 189-202.
- Hussain, M. & Tapinos, E. & Knight, L., 2017. "Scenario-driven roadmapping for technology foresight," Technological Forecasting and Social Change, Elsevier, vol. 124(C), pages 160-177.
- Lehr, Thomas & Lorenz, Ullrich & Willert, Markus & Rohrbeck, René, 2017. "Scenario-based strategizing: Advancing the applicability in strategists' teams," Technological Forecasting and Social Change, Elsevier, vol. 124(C), pages 214-224.
- Small, Adrian & Wainwright, David, 2018. "Privacy and security of electronic patient records – Tailoring multimethodology to explore the socio-political problems associated with Role Based Access Control systems," European Journal of Operational Research, Elsevier, vol. 265(1), pages 344-360.
- Alberto Franco, L., 2013. "Rethinking Soft OR interventions: Models as boundary objects," European Journal of Operational Research, Elsevier, vol. 231(3), pages 720-733.
- Bezjian, James & Stoyanova, Veselina & McKiernan, Peter & MacKay, R. Bradley, 2020. "Synthesizing scenario planning and industry recipes through an analysis of the Hollywood film industry," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
- Harper, Alison & Mustafee, Navonil & Yearworth, Mike, 2021. "Facets of trust in simulation studies," European Journal of Operational Research, Elsevier, vol. 289(1), pages 197-213.
- Midgley, Gerald & Cavana, Robert Y. & Brocklesby, John & Foote, Jeff L. & Wood, David R.R. & Ahuriri-Driscoll, Annabel, 2013. "Towards a new framework for evaluating systemic problem structuring methods," European Journal of Operational Research, Elsevier, vol. 229(1), pages 143-154.
- David Lowe & Louise Martingale & Mike Yearworth, 2016. "Guiding interventions in a multi-organisational context: combining the Viable System Model and Hierarchical Process Modelling for use as a Problem Structuring Method," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 67(12), pages 1481-1495, December.
- Rowe, Emily & Wright, George & Derbyshire, James, 2017. "Enhancing horizon scanning by utilizing pre-developed scenarios: Analysis of current practice and specification of a process improvement to aid the identification of important ‘weak signals’," Technological Forecasting and Social Change, Elsevier, vol. 125(C), pages 224-235.
- Bouhalleb, Arafet & Tapinos, Efstathios, 2023. "The impact of scenario planning on entrepreneurial orientation," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
More about this item
Keywords
Scenarios; Intuitive logics; Soft OR methods; Wicked problems; Decision making.;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ejores:v:278:y:2019:i:1:p:3-19. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eor .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.