Incorporating stakeholder perspectives into model-based scenarios: Exploring the futures of the Dutch gas sector

Several model-based, analytical approaches have been developed recently to deal with the deep uncertainty present in situations for which futures studies are conducted. These approaches focus on covering a wide variety of scenarios and searching for robust strategies. However, they generally do not take the multiplicity of stakeholder perspectives into account in analytic terms, which could bring in diverse opinions and views, not only on possible futures but also on values and interests. In this study, we present an approach to incorporate stakeholder perspectives into model-based scenarios for exploring the future dynamics of the Dutch gas sector. The results demonstrate that the scenario space can be demarcated according to the perspectives. This allows for a systematic comparison of the perspectives and provides a basis for identification of robust strategies. Also, the analysis shows that incompatible elements between the model and perspectives, or within perspectives can be identified. This provides insights about the problem complexity and potential barriers to the futures envisioned by the perspectives. Future research can strengthen this approach by involving stakeholders in modelling and in the model-based representation of the perspective narratives to enhance learning and credibility, and can extend the analysis to identify (socially) robust policies.

[1]  Jan H. Kwakkel,et al.  The Exploratory Modeling Workbench: An open source toolkit for exploratory modeling, scenario discovery, and (multi-objective) robust decision making , 2017, Environ. Model. Softw..

[2]  Yakov Ben-Haim,et al.  Uncertainty, probability and information-gaps , 2004, Reliab. Eng. Syst. Saf..

[3]  Gönenç Yücel,et al.  Sensitivity analysis of graphical functions , 2014 .

[4]  Warren E. Walker,et al.  Dynamic adaptive policy pathways: A method for crafting robust decisions for a deeply uncertain world , 2013 .

[5]  Steven R. Brown A Primer on Q Methodology , 1993, Operant Subjectivity.

[6]  Warren E. Walker,et al.  Operationalizing adaptive policymaking , 2013 .

[7]  J Rotmans,et al.  Uncertainty Management in Integrated Assessment Modeling: Towards a Pluralistic Approach , 2001, Environmental monitoring and assessment.

[8]  Sibel Eker,et al.  Dealing with Uncertainties in the Dutch Gas Sector: An Exploratory Modeling and Analysis Approach , 2016 .

[9]  Vincent Marchau,et al.  Classifying and communicating uncertainties in model-based policy analysis , 2010 .

[10]  Ronald Apriliyanto Halim,et al.  A scenario discovery study of the impact of uncertainties in the global container transport system on European ports , 2016 .

[11]  Jan H. Kwakkel,et al.  Coping with uncertainty in climate policy making: (Mis)understanding scenario studies , 2013 .

[12]  Warren E. Walker,et al.  Developing dynamic adaptive policy pathways: a computer-assisted approach for developing adaptive strategies for a deeply uncertain world , 2015, Climatic Change.

[13]  Frans Berkhout,et al.  Foresight futures scenarios: developing and applying a participative strategic planning tool * , 2002 .

[14]  Pieter Valkering,et al.  A method to explore social response for sustainable water management strategies under changing conditions , 2011 .

[15]  K. Reinhardt Shaping The Next One Hundred Years New Methods For Quantitative Long Term Policy Analysis , 2016 .

[16]  Jan H. Kwakkel,et al.  Improving scenario discovery for handling heterogeneous uncertainties and multinomial classified outcomes , 2016, Environ. Model. Softw..

[17]  Arthur C. Petersen,et al.  The reflective futures practitioner: Balancing salience, credibility and legitimacy in generating foresight knowledge with stakeholders , 2015 .

[18]  Arjen Ysbert Hoekstra,et al.  Perspectives on Water: An Integrated Model-Based Exploration of the Future , 1998 .

[19]  A. Aguiar,et al.  Multi-scale participatory scenario methods and territorial planning in the Brazilian Amazon , 2015 .

[20]  Marjolein B.A. van Asselt,et al.  Perspectives on flood management in the Rhine and Meuse rivers , 2004 .

[21]  W. Thissen Diagnosing Policy Problem Situations , 2013 .

[22]  Kas Hemmes,et al.  New future perspectives through constructive conflict: Exploring the future of gas in the Netherlands , 2016 .

[23]  Neil Strachan,et al.  Reinvigorating the scenario technique to expand uncertainty consideration , 2016, Climatic Change.

[24]  Eefje Cuppen,et al.  Diversity and constructive conflict in stakeholder dialogue: considerations for design and methods , 2012 .

[25]  Joseph H. A. Guillaume,et al.  An uncertain future, deep uncertainty, scenarios, robustness and adaptation: How do they fit together? , 2016, Environ. Model. Softw..

[26]  Jan H. Kwakkel,et al.  How Robust is a Robust Policy? Comparing Alternative Robustness Metrics for Robust Decision-Making , 2016 .

[27]  David G. Groves,et al.  A General, Analytic Method for Generating Robust Strategies and Narrative Scenarios , 2006, Manag. Sci..

[28]  Jan H. Kwakkel,et al.  Exploratory Modeling and Analysis, an approach for model-based foresight under deep uncertainty , 2013 .

[29]  P. Schoemaker MULTIPLE SCENARIO DEVELOPMENT: ITS CONCEPTUAL AND BEHAVIORAL FOUNDATION , 1993 .

[30]  David G. Groves,et al.  A New Analytic Method for Finding Policy-Relevant Scenarios: , 2007 .

[31]  M. V. Asselt,et al.  Uncertainty in perspective , 1996 .

[32]  Warren E. Walker,et al.  Adaptive policies, policy analysis, and policy-making , 2001, Eur. J. Oper. Res..

[33]  Joseph R. Kasprzyk,et al.  Many objective robust decision making for complex environmental systems undergoing change , 2012, Environ. Model. Softw..

[34]  M. V. Asselt,et al.  An updated scenario typology , 2003 .

[35]  Jan H. Kwakkel,et al.  Radicalization under deep uncertainty: a multi‐model exploration of activism, extremism, and terrorism , 2014 .

[36]  Will McDowall,et al.  Exploring possible transition pathways for hydrogen energy: A hybrid approach using socio-technical scenarios and energy system modelling , 2014 .

[37]  Vincent Marchau,et al.  Uncertainty in the Framework of Policy Analysis , 2013 .

[38]  Benjamin P. Bryant,et al.  Thinking Inside the Box , 2010 .

[39]  Marshall A. Wise,et al.  Technology interactions among low-carbon energy technologies: What can we learn from a large number of scenarios? , 2011 .