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Problem Structuring Methods: A Review of Advances Over the Last Decade

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  • Alexandre de A. Gomes Júnior

    (Federal University of Campina Grande (UFCG))

  • Vanessa B. Schramm

    (Federal University of Campina Grande (UFCG))

Abstract

The Problem Structuring Methods (PSMs) are a set of interactive and participatory modeling approaches for dealing with unstructured complex problems, which are characterized by the existence of multiple actors, with differing perspectives and conflicting interests, trying to identify alternatives for solving a problematic situation in an environment with uncertainties. In this paper, we provide a literature review about PSMs over the last decade (2010-2020), focusing on verifying the distribution of papers according to year, journals, countries, and authors; to identify the most frequent PSMs and areas of application; and to present methodological and theoretical advances, and emerging topics. The content analysis technique was used to analyze the papers. From 2015 on there was a significant increase in the number of studies that address the PSMs and the years 2018 and 2019 concentrate around one-third of the number of papers. Most of the papers present applications of PSM in different areas that were classified into five categories: business management; environmental management; healthcare sector; social issues; and other areas. Regardless of the application area, the Soft System Methodology (SSM) is the most frequently used PSM and a discussion is provoked about this finding. The paper also presents the theoretical and methodological advances and emerging topics in this discipline.

Suggested Citation

  • 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.
  • Handle: RePEc:spr:syspar:v:35:y:2022:i:1:d:10.1007_s11213-021-09560-1
    DOI: 10.1007/s11213-021-09560-1
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    References listed on IDEAS

    as
    1. 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.
    2. Elena Fregonara & Roberto Giordano & Diana Rolando & Jean-Marc Tulliani, 2016. "Integrating Environmental and Economic Sustainability in New Building Construction and Retrofits," Journal of Urban Technology, Taylor & Francis Journals, vol. 23(4), pages 3-28, October.
    3. J Davis & A MacDonald & L White, 2010. "Problem-structuring methods and project management: an example of stakeholder involvement using Hierarchical Process Modelling methodology," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(6), pages 893-904, June.
    4. Vandenbroeck, Philippe & Dechenne, Rachel & Becher, Kim & Eyssen, Marijke & Van den Heede, Koen, 2014. "Recommendations for the organization of mental health services for children and adolescents in Belgium: Use of the soft systems methodology," Health Policy, Elsevier, vol. 114(2), pages 263-268.
    5. 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.
    6. Gregory, Amanda J. & Atkins, Jonathan P. & Burdon, Daryl & Elliott, Michael, 2013. "A problem structuring method for ecosystem-based management: The DPSIR modelling process," European Journal of Operational Research, Elsevier, vol. 227(3), pages 558-569.
    7. 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.
    8. Ranyard, J.C. & Fildes, R. & Hu, Tun-I, 2015. "Reassessing the scope of OR practice: The Influences of Problem Structuring Methods and the Analytics Movement," European Journal of Operational Research, Elsevier, vol. 245(1), pages 1-13.
    9. Rodney J. Scott & Robert Y. Cavana & Donald Cameron, 2016. "Mechanisms for Understanding Mental Model Change in Group Model Building," Systems Research and Behavioral Science, Wiley Blackwell, vol. 33(1), pages 100-118, January.
    10. Mark John Taylor & Emma Higgins & Mike Francis & Hulya Francis, 2012. "A Multiparadigm Approach to Developing Policy for the Location of Recreational Facilities," Systems Research and Behavioral Science, Wiley Blackwell, vol. 29(3), pages 240-252, May.
    11. Alberto Paucar-Caceres & Paloma Ribeiro dos Santos & Gillian Wright & Mischel Carmen Neyra Belderrain, 2020. "Soft situational strategic planning (SSSP): A method and case study of its application in a Brazilian municipality," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 71(3), pages 363-380, March.
    12. Shankar Sankaran & Kumi Abeysuriya & Janice Gray & Anthony Kachenko, 2015. "Mellow Yellow: Taking a Systems Thinking Approach to Designing Research on Transitioning to More Sustainable Sewage Management," Systems Research and Behavioral Science, Wiley Blackwell, vol. 32(3), pages 330-343, May.
    13. Yi Zheng & Wei Wang & Wenbin Liu & John Mingers, 2019. "A performance management framework for the public sector: The balanced stakeholder model," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 70(4), pages 568-580, April.
    14. Maurice W. Kirby, 2007. "Paradigm Change in Operations Research: Thirty Years of Debate," Operations Research, INFORMS, vol. 55(1), pages 1-13, February.
    15. Franco, L. Alberto & Greiffenhagen, Christian, 2018. "Making OR practice visible: Using ethnomethodology to analyse facilitated modelling workshops," European Journal of Operational Research, Elsevier, vol. 265(2), pages 673-684.
    16. Anita Mirijamdotter & Mary M. Somerville & Sadaf Salavati & Edmond Hajrizi, 2018. "Making Local Knowledge Visible: The Case of the University for Business and Technology in Kosovo," Systems Research and Behavioral Science, Wiley Blackwell, vol. 35(5), pages 588-597, September.
    17. Collins Ameyaw & Hans Wilhelm Alfen, 2018. "Two Strands Model of the Soft System Methodology Analysis of Private Sector Investment in Power Generation Sector in Ghana," Systemic Practice and Action Research, Springer, vol. 31(4), pages 395-419, August.
    18. S Bell & S Morse, 2013. "Groups and facilitators within problem structuring processes," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 64(7), pages 959-972, July.
    19. Sébastien Damart, 2010. "A Cognitive Mapping Approach to Organizing the Participation of Multiple Actors in a Problem Structuring Process," Post-Print hal-00415820, HAL.
    20. G Midgley & L A Pinzón, 2011. "Boundary critique and its implications for conflict prevention," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(8), pages 1543-1554, August.
    21. Brocklesby, John & Beall, Elizabeth, 2018. "Processes of engagement and methodology design in Community Operational Research – Insights from the indigenous peoples sector," European Journal of Operational Research, Elsevier, vol. 268(3), pages 996-1005.
    22. Payam Hanafizadeh & Mohammad Mehrabioun, 2018. "Application of SSM in tackling problematical situations from academicians’ viewpoints," Systemic Practice and Action Research, Springer, vol. 31(2), pages 179-220, April.
    23. Barbara Scozzi & Nicola Bellantuono & Pierpaolo Pontrandolfo, 2017. "Managing Open Innovation in Urban Labs," Group Decision and Negotiation, Springer, vol. 26(5), pages 857-874, September.
    24. Andrea Grant & Ray Ison & Robert Faggian & Victor Sposito, 2019. "Enabling Political Legitimacy and Conceptual Integration for Climate Change Adaptation Research within an Agricultural Bureaucracy: a Systemic Inquiry," Systemic Practice and Action Research, Springer, vol. 32(5), pages 573-600, October.
    25. Novie Andri Setianto & Donald Cameron & John B. Gaughan, 2014. "Identifying Archetypes of an Enhanced System Dynamics Causal Loop Diagram in Pursuit of Strategies to Improve Smallholder Beef Farming in Java, Indonesia," Systems Research and Behavioral Science, Wiley Blackwell, vol. 31(5), pages 642-654, September.
    26. Laouris, Yiannis & Michaelides, Marios, 2018. "Structured Democratic Dialogue: An application of a mathematical problem structuring method to facilitate reforms with local authorities in Cyprus," European Journal of Operational Research, Elsevier, vol. 268(3), pages 918-931.
    27. Simon Bell & Sami Mahroum & Nasser Yassin, 2017. "Towards understanding problem structuring and groups with triple task methodology ‘e’," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 68(2), pages 192-206, February.
    28. Vanessa B. Schramm & Fernando Schramm, 2018. "An Approach for Supporting Problem Structuring in Water Resources Management and Planning," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(9), pages 2955-2968, July.
    29. Luciana O. Cezarino & Lara B. Liboni & Marcia F. Oliveira & Adriana C. F. Caldana, 2016. "Soft Systems Methodology and Interdisciplinarity in Management Education," Systems Research and Behavioral Science, Wiley Blackwell, vol. 33(2), pages 278-288, March.
    30. Andrés Esteban Acero López & María Catalina Ramirez Cajiao & Mauricio Peralta Mejia & Luisa Fernanda Payán Durán & Edier Ernesto Espinosa Díaz, 2019. "Participatory Design and Technologies for Sustainable Development: an Approach from Action Research," Systemic Practice and Action Research, Springer, vol. 32(2), pages 167-191, April.
    31. Wright, George & Cairns, George & O'Brien, Frances A. & Goodwin, Paul, 2019. "Scenario analysis to support decision making in addressing wicked problems: Pitfalls and potential," European Journal of Operational Research, Elsevier, vol. 278(1), pages 3-19.
    32. Franco, L. Alberto & Lord, Ewan, 2011. "Understanding multi-methodology: Evaluating the perceived impact of mixing methods for group budgetary decisions," Omega, Elsevier, vol. 39(3), pages 362-372, June.
    33. Alberto Franco, L., 2013. "Rethinking Soft OR interventions: Models as boundary objects," European Journal of Operational Research, Elsevier, vol. 231(3), pages 720-733.
    34. White, Leroy & Burger, Katharina & Yearworth, Mike, 2016. "Understanding behaviour in problem structuring methods interventions with activity theory," European Journal of Operational Research, Elsevier, vol. 249(3), pages 983-1004.
    35. Michael Yearworth & Sarah E. Cornell, 2016. "Contested Modelling: a Critical Examination of Expert Modelling in Sustainability," Systems Research and Behavioral Science, Wiley Blackwell, vol. 33(1), pages 45-63, January.
    36. 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.
    37. Trutnevyte, Evelina & Stauffacher, Michael & Scholz, Roland W., 2012. "Linking stakeholder visions with resource allocation scenarios and multi-criteria assessment," European Journal of Operational Research, Elsevier, vol. 219(3), pages 762-772.
    38. Pinzon-Salcedo, Luis Arturo & Torres-Cuello, Maria Alejandra, 2018. "Community Operational Research: Developing a systemic peace education programme involving urban and rural communities in Colombia," European Journal of Operational Research, Elsevier, vol. 268(3), pages 946-959.
    39. Cardoso-Grilo, Teresa & Monteiro, Marta & Oliveira, Mónica Duarte & Amorim-Lopes, Mário & Barbosa-Póvoa, Ana, 2019. "From problem structuring to optimization: A multi-methodological framework to assist the planning of medical training," European Journal of Operational Research, Elsevier, vol. 273(2), pages 662-683.
    40. 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.
    41. Howick, Susan & Ackermann, Fran & Walls, Lesley & Quigley, John & Houghton, Tom, 2017. "Learning from mixed OR method practice: The NINES case study," Omega, Elsevier, vol. 69(C), pages 70-81.
    42. Georgiou, Ion, 2012. "Messing about in transformations: Structured systemic planning for systemic solutions to systemic problems," European Journal of Operational Research, Elsevier, vol. 223(2), pages 392-406.
    43. Annielli A R Cunha & Danielle C Morais, 2016. "Analysing the use of cognitive maps in an experiment on a group decision process," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 67(12), pages 1459-1468, December.
    44. Matthew Pepper & Andrew Sense & Kate Speare, 2016. "Systems Pluralism in Infrastructure Decision-Making for Socially Connected Greenfield Communities," Systemic Practice and Action Research, Springer, vol. 29(2), pages 129-148, April.
    45. Lara Bartocci Liboni & Luciana Cezarino & Adriana Cristina Ferreira Caldana & Omar Sacilotto Donaires, 2015. "Diagnosing Failure in an Organizational Strategic Alliance for New Product Development," Systems Research and Behavioral Science, Wiley Blackwell, vol. 32(6), pages 721-734, November.
    46. Nees Jan Eck & Ludo Waltman, 2017. "Citation-based clustering of publications using CitNetExplorer and VOSviewer," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(2), pages 1053-1070, May.
    47. 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.
    48. Dilek Unalan, 2013. "Ecosystem-based management in challenging conditions: implications of a case study from north-eastern Turkey," International Journal of Water Resources Development, Taylor & Francis Journals, vol. 29(4), pages 574-587, December.
    49. Zec, Marin & Matthes, Florian, 2018. "Web-based software-support for collaborative morphological analysis in real-time," Technological Forecasting and Social Change, Elsevier, vol. 126(C), pages 168-181.
    50. Gomes, Sharlene L. & Hermans, Leon M. & Thissen, Wil A.H., 2018. "Extending community operational research to address institutional aspects of societal problems: Experiences from peri-urban Bangladesh," European Journal of Operational Research, Elsevier, vol. 268(3), pages 904-917.
    51. Jürgen Staadt, 2015. "The Cultural Analysis of Soft Systems Methodology and the Configuration Model of Organizational Culture," SAGE Open, , vol. 5(2), pages 21582440155, June.
    52. Rajesh Kumar Bhardwaj, 2016. "Scientometric analysis and dimensions on international business literature," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(1), pages 299-317, January.
    53. Tavella, Elena & Hjortso, Carsten Nico, 2012. "Enhancing the Design and Management of a Local Organic Food Supply Chain with Soft Systems Methodology," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 15(2), pages 1-22, May.
    54. Franco, L. Alberto & Montibeller, Gilberto, 2010. "Facilitated modelling in operational research," European Journal of Operational Research, Elsevier, vol. 205(3), pages 489-500, September.
    55. E A J A Rouwette, 2011. "Facilitated modelling in strategy development: measuring the impact on communication, consensus and commitment," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(5), pages 879-887, May.
    56. Marleen McCardle-Keurentjes & Etiënne A. J. A. Rouwette, 2018. "Asking Questions: A Sine Qua Non of Facilitation in Decision Support?," Group Decision and Negotiation, Springer, vol. 27(5), pages 757-788, October.
    57. Matteo Cristofaro, 2017. "Reducing biases of decision-making processes in complex organizations," Management Research Review, Emerald Group Publishing Limited, vol. 40(3), pages 270-291, March.
    58. Nees Jan Eck & Ludo Waltman, 2010. "Software survey: VOSviewer, a computer program for bibliometric mapping," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(2), pages 523-538, August.
    59. Sommer, Kim A. & Mabin, Victoria J., 2016. "Insights into the eldercare conundrum through complementary lenses of Boardman's SSM and TOC's Evaporating Cloud," European Journal of Operational Research, Elsevier, vol. 248(1), pages 286-300.
    60. Nina Tura & Lea Hannola & Mikko Pynnönen, 2017. "Agile Methods for Boosting the Commercialization Process of New Technology," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 14(03), pages 1-23, June.
    61. Shaw, Duncan & Blundell, Neil, 2010. "WASAN: The development of a facilitated methodology for structuring a waste minimisation problem," European Journal of Operational Research, Elsevier, vol. 207(1), pages 350-362, November.
    62. Harwood, Stephen A., 2019. "A question of interpretation: The Viable System Model (VSM)," European Journal of Operational Research, Elsevier, vol. 274(3), pages 1198-1201.
    63. Kate Broadhurst, 2018. "In the pursuit of economic growth: drivers and inhibitors of place-based partnerships," Regional Studies, Regional Science, Taylor & Francis Journals, vol. 5(1), pages 332-338, January.
    64. Lorraine Dodd, 2019. "Techne and techniques for engaging in a socially complex world," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 70(9), pages 1399-1409, September.
    65. Etienne Rouwette & Ingrid Bastings & Hans Blokker, 2011. "A Comparison of Group Model Building and Strategic Options Development and Analysis," Group Decision and Negotiation, Springer, vol. 20(6), pages 781-803, November.
    66. Arekhandia Patrick Eigbe & Brian J. Sauser & John Boardman, 2010. "Soft systems analysis of the unification of test and evaluation and program management: A study of a Federal Aviation Administration's strategy," Systems Engineering, John Wiley & Sons, vol. 13(3), pages 298-310, September.
    67. Christian Ganzert & Dante P Martinelli & Ivete Delai, 2012. "Intelligence systems methodology: a systemic approach to the organizational intelligence function," Knowledge Management Research & Practice, Taylor & Francis Journals, vol. 10(2), pages 141-152, June.
    68. Phi, Giang & Dredge, Dianne & Whitford, Michelle, 2014. "Understanding conflicting perspectives in event planning and management using Q method," Tourism Management, Elsevier, vol. 40(C), pages 406-415.
    69. Robinson, Stewart & Worthington, Claire & Burgess, Nicola & Radnor, Zoe J., 2014. "Facilitated modelling with discrete-event simulation: Reality or myth?," European Journal of Operational Research, Elsevier, vol. 234(1), pages 231-240.
    70. 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.
    71. 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.
    72. Henao, Felipe & Franco, L. Alberto, 2016. "Unpacking multimethodology: Impacts of a community development intervention," European Journal of Operational Research, Elsevier, vol. 253(3), pages 681-696.
    73. Ngai, E.W.T. & To, Chester K.M. & Ching, Vincent S.M. & Chan, L.K. & Lee, Maggie C.M. & Choi, Y.S. & Chai, P.Y.F., 2012. "Development of the conceptual model of energy and utility management in textile processing: A soft systems approach," International Journal of Production Economics, Elsevier, vol. 135(2), pages 607-617.
    74. Bell, Simon, 2012. "DPSIR=A Problem Structuring Method? An exploration from the “Imagine” approach," European Journal of Operational Research, Elsevier, vol. 222(2), pages 350-360.
    75. Konsti-Laakso, Suvi & Rantala, Tero, 2018. "Managing community engagement: A process model for urban planning," European Journal of Operational Research, Elsevier, vol. 268(3), pages 1040-1049.
    76. Gary Preece & Duncan Shaw, 2019. "Structuring organisational information analysis through Viable System Model knowledge domains," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 70(2), pages 338-352, February.
    77. Steven E. Wallis, 2020. "Integrative Propositional Analysis for developing capacity in an academic research institution by improving strategic planning," Systems Research and Behavioral Science, Wiley Blackwell, vol. 37(1), pages 56-67, January.
    78. Thomas Walworth & Mike Yearworth & Laura Shrieves & Hillary Sillitto, 2016. "Estimating Project Performance through a System Dynamics Learning Model," Systems Engineering, John Wiley & Sons, vol. 19(4), pages 334-350, July.
    79. Ufua, Daniel E. & Papadopoulos, Thanos & Midgley, Gerald, 2018. "Systemic Lean Intervention: Enhancing Lean with Community Operational Research," European Journal of Operational Research, Elsevier, vol. 268(3), pages 1134-1148.
    80. David Nowicki & Brian Sauser & Wesley Randall & Robert Lusch, 2018. "Service-Dominant Logic and Performance-Based Contracting: A Systems Thinking Perspective," Service Science, INFORMS, vol. 10(1), pages 12-24, March.
    81. K Kotiadis & A A Tako & C Vasilakis, 2014. "A participative and facilitative conceptual modelling framework for discrete event simulation studies in healthcare," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 65(2), pages 197-213, February.
    82. 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.
    83. J Soeiro Ferreira, 2013. "Multimethodology in Metaheuristics," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 64(6), pages 873-883, June.
    84. Elena Tavella & Isabella Lami, 2019. "Negotiating perspectives and values through soft OR in the context of urban renewal," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 70(1), pages 136-161, January.
    85. Müller, Matthias Otto & Groesser, Stefan N. & Ulli-Beer, Silvia, 2012. "How do we know who to include in collaborative research? Toward a method for the identification of experts," European Journal of Operational Research, Elsevier, vol. 216(2), pages 495-502.
    86. S A Harwood, 2012. "The management of change and the Viplan Methodology in practice," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 63(6), pages 748-761, June.
    87. Katie Kish & Martin J. Bunch & Beiyuan J. Xu, 2016. "Soft Systems Methodologies in Action: Environment, Health & Shanghai’s Elderly," Systemic Practice and Action Research, Springer, vol. 29(1), pages 61-77, February.
    88. van Eck, Nees Jan & Waltman, Ludo, 2014. "CitNetExplorer: A new software tool for analyzing and visualizing citation networks," Journal of Informetrics, Elsevier, vol. 8(4), pages 802-823.
    89. Ramin Sepehrirad & Ali Rajabzadeh & Adel Azar & Behrouz Zarei, 2017. "A Soft Systems Methodology Approach to Occupational Cancer Control Problem: a Case Study of the Ministry of Petroleum of Iran," Systemic Practice and Action Research, Springer, vol. 30(6), pages 609-626, December.
    90. Maria Franca Norese & Diana Rolando & Elena Fregonara, 2015. "Integration of Problem Structuring Methods: A Methodological Proposal for Complex Regional Decision-Making Processes," International Journal of Decision Support System Technology (IJDSST), IGI Global, vol. 7(2), pages 58-83, April.
    91. Wang, Wei & Liu, Wenbin & Mingers, John, 2015. "A systemic method for organisational stakeholder identification and analysis using Soft Systems Methodology (SSM)," European Journal of Operational Research, Elsevier, vol. 246(2), pages 562-574.
    92. Daniel Schatz & Rabih Bashroush, 2018. "Corporate Information Security Investment Decisions: A Qualitative Data Analysis Approach," International Journal of Enterprise Information Systems (IJEIS), IGI Global, vol. 14(2), pages 1-20, April.
    93. Franco, L. Alberto & Rouwette, Etiënne A.J.A. & Korzilius, Hubert, 2016. "Different paths to consensus? The impact of need for closure on model-supported group conflict management," European Journal of Operational Research, Elsevier, vol. 249(3), pages 878-889.
    94. Espinosa, Angela & Walker, J., 2013. "Complexity management in practice: A Viable System Model intervention in an Irish eco-community," European Journal of Operational Research, Elsevier, vol. 225(1), pages 118-129.
    95. Wang, Yingli & Touboulic, Anne & O'Neill, Martin, 2018. "An exploration of solutions for improving access to affordable fresh food with disadvantaged Welsh communities," European Journal of Operational Research, Elsevier, vol. 268(3), pages 1021-1039.
    96. Sébastien Damart, 2010. "A Cognitive Mapping Approach to Organizing the Participation of Multiple Actors in a Problem Structuring Process," Group Decision and Negotiation, Springer, vol. 19(5), pages 505-526, September.
    97. 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.
    98. Meri Duryan & Dragan Nikolik & Godefridus Merode & Leopold M. G. Curfs, 2015. "Reflecting on the efficacy of cognitive mapping for decision-making in intellectual disability care: a case study," International Journal of Health Planning and Management, Wiley Blackwell, vol. 30(2), pages 127-144, April.
    99. Paucar-Caceres, Alberto, 2010. "Mapping the changes in management science: A review of 'soft' OR/MS articles published in Omega (1973-2008)," Omega, Elsevier, vol. 38(1-2), pages 46-56, February.
    100. Etiënne Rouwette & Inge Bleijenbergh & Jac Vennix, 2016. "Group Model-Building to Support Public Policy: Addressing a Conflicted Situation in a Problem Neighbourhood," Systems Research and Behavioral Science, Wiley Blackwell, vol. 33(1), pages 64-78, January.
    101. Kenneth David Strang, 2019. "Analysing non-profit business processes using a soft systems methodology," International Journal of Business Performance Management, Inderscience Enterprises Ltd, vol. 20(2), pages 177-194.
    102. Luke Houghton, 2013. "Why Can't We All Just Accommodate: A Soft Systems Methodology Application on Disagreeing Stakeholders," Systems Research and Behavioral Science, Wiley Blackwell, vol. 30(4), pages 430-443, July.
    103. Patrick Tully & Leroy White & Mike Yearworth, 2019. "The Value Paradox of Problem Structuring Methods," Systems Research and Behavioral Science, Wiley Blackwell, vol. 36(4), pages 424-444, July.
    104. Yearworth, Mike & White, Leroy, 2014. "The non-codified use of problem structuring methods and the need for a generic constitutive definition," European Journal of Operational Research, Elsevier, vol. 237(3), pages 932-945.
    105. J Bryant & J Darwin & C Booth, 2011. "Strategy making with the whole organisation: OR and the art of the possible," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(5), pages 840-854, May.
    106. Aaron V. Glassburner & David R. Nowicki & Brian Sauser & Wesley S. Randall & John M. Dickens, 2018. "Theory of Paradox Within Service-Dominant Logic," Service Science, INFORMS, vol. 10(2), pages 111-123, June.
    107. Espinosa, Angela & Reficco, Ezequiel & Martínez, Andrea & Guzmán, David, 2015. "A methodology for supporting strategy implementation based on the VSM: A case study in a Latin-American multi-national," European Journal of Operational Research, Elsevier, vol. 240(1), pages 202-212.
    108. Leila Abuabara & Alberto Paucar-Caceres & Mischel Carmen Neyra Belderrain & Toni Burrowes-Cromwell, 2018. "A systemic framework based on Soft OR approaches to support teamwork strategy: An aviation manufacturer Brazilian company case," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 69(2), pages 220-234, February.
    109. Yearworth, Mike & White, Leroy, 2013. "The uses of qualitative data in multimethodology: Developing causal loop diagrams during the coding process," European Journal of Operational Research, Elsevier, vol. 231(1), pages 151-161.
    110. Mingers, John & Rosenhead, Jonathan, 2004. "Problem structuring methods in action," European Journal of Operational Research, Elsevier, vol. 152(3), pages 530-554, February.
    111. Payam Hanafizadeh & Mohammad Mehrabioun & Kambiz Badie & Jahanyar Bamdad Soofi, 2018. "A Systemic Framework for Business Model Design and Development -Part A: Theorizing Perspective," Systemic Practice and Action Research, Springer, vol. 31(4), pages 437-461, August.
    112. Hermano Bernardo & Adélio Gaspar & Carlos Henggeler Antunes, 2018. "A Combined Value Focused Thinking-Soft Systems Methodology Approach to Structure Decision Support for Energy Performance Assessment of School Buildings," Sustainability, MDPI, vol. 10(7), pages 1-19, July.
    113. Jae Eon Yu & Hyo Chang Hong, 2016. "Systemic Design for Applying the Combined Use of SSM and CDA to Social Practices," Systemic Practice and Action Research, Springer, vol. 29(2), pages 149-171, April.
    114. Michnik, Jerzy, 2013. "Weighted Influence Non-linear Gauge System (WINGS) – An analysis method for the systems of interrelated components," European Journal of Operational Research, Elsevier, vol. 228(3), pages 536-544.
    115. Qiangsheng Hu & Xiaorong He, 2018. "An Integrated Approach to Evaluate Urban Adaptive Capacity to Climate Change," Sustainability, MDPI, vol. 10(4), pages 1-17, April.
    116. Luke Houghton & David Tuffley, 2015. "Towards a Methodology of Wicked Problem Exploration through Concept Shifting and Tension Point Analysis," Systems Research and Behavioral Science, Wiley Blackwell, vol. 32(3), pages 283-297, May.
    117. Amir M Sharif & Sarmad Alshawi & Muhammad M Kamal & Tillal Eldabi & Aiyaz Mazhar, 2014. "Exploring the role of supplier relationship management for sustainable operations: an OR perspective," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 65(6), pages 963-978, June.
    118. Tanh T. N. Nguyen & Daniel G. Scognamillo & Christopher E. Comer, 2019. "Revealing Community Perceptions for Ecological Restoration Using a Soft System Methodology," Systemic Practice and Action Research, Springer, vol. 32(4), pages 429-442, August.
    119. William Jones & Mahesh Sooriyabandara & Mike Yearworth & Angela Doufexi & R. Eddie Wilson, 2016. "Planning For 5G: A Problem Structuring Approach for Survival in the Telecoms Industry," Systems Engineering, John Wiley & Sons, vol. 19(4), pages 301-321, July.
    120. Ahmet Erkoyuncu, John & Khan, Samir & Hussain, Syed Mohammed Fazal & Roy, Rajkumar, 2016. "A framework to estimate the cost of No-Fault Found events," International Journal of Production Economics, Elsevier, vol. 173(C), pages 207-222.
    121. repec:dau:papers:123456789/2193 is not listed on IDEAS
    122. Cronin, Karen & Midgley, Gerald & Jackson, Laurie Skuba, 2014. "Issues Mapping: A problem structuring method for addressing science and technology conflicts," European Journal of Operational Research, Elsevier, vol. 233(1), pages 145-158.
    123. Hales, Douglas N. & Chakravorty, Satya S., 2016. "Creating high reliability organizations using mindfulness," Journal of Business Research, Elsevier, vol. 69(8), pages 2873-2881.
    124. Scholz, Roland W. & Czichos, Reiner & Parycek, Peter & Lampoltshammer, Thomas J., 2020. "Organizational vulnerability of digital threats: A first validation of an assessment method," European Journal of Operational Research, Elsevier, vol. 282(2), pages 627-643.
    125. Hugo J. Herrera & Marleen H. F. McCardle-Keurentjes & Nuno Videira, 2016. "Evaluating Facilitated Modelling Processes and Outcomes: An Experiment Comparing a Single and a Multimethod Approach in Group Model Building," Group Decision and Negotiation, Springer, vol. 25(6), pages 1277-1318, November.
    126. Stefano Capolongo & Leopoldo Sdino & Marta Dell’Ovo & Rossella Moioli & Stefano Della Torre, 2019. "How to Assess Urban Regeneration Proposals by Considering Conflicting Values," Sustainability, MDPI, vol. 11(14), pages 1-15, July.
    127. Small, Adrian & Wainwright, David, 2014. "SSM and technology management: Developing multimethodology through practice," European Journal of Operational Research, Elsevier, vol. 233(3), pages 660-673.
    128. van Antwerpen, Coen & Curtis, Neville J., 2016. "A data collection and presentation methodology for decision support: A case study of hand-held mine detection devices," European Journal of Operational Research, Elsevier, vol. 251(1), pages 237-251.
    129. Midgley, Gerald & Johnson, Michael P. & Chichirau, George, 2018. "What is Community Operational Research?," European Journal of Operational Research, Elsevier, vol. 268(3), pages 771-783.
    130. Michael Yearworth & Gordon Edwards, 2014. "On the Desirability of Integrating Research Methods into Overall Systems Approaches in the Training of Engineers: Analysis Using SSM," Systems Research and Behavioral Science, Wiley Blackwell, vol. 31(1), pages 47-66, January.
    131. D Champion & J M Wilson, 2010. "The impact of contingency factors on validation of problem structuring methods," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(9), pages 1420-1431, September.
    132. J H Powell & N Mustafee, 2017. "Widening requirements capture with soft methods: an investigation of hybrid M&S studies in health care," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 68(10), pages 1211-1222, October.
    133. Tonje Grunnan & Håvard Fridheim, 2017. "Planning and conducting crisis management exercises for decision-making: the do’s and don’ts," EURO Journal on Decision Processes, Springer;EURO - The Association of European Operational Research Societies, vol. 5(1), pages 79-95, November.
    134. Khadka, Chiranjeewee & Hujala, Teppo & Wolfslehner, Bernhard & Vacik, Harald, 2013. "Problem structuring in participatory forest planning," Forest Policy and Economics, Elsevier, vol. 26(C), pages 1-11.
    135. Elena Tavella & L. Alberto Franco, 2015. "Dynamics of Group Knowledge Production in Facilitated Modelling Workshops: An Exploratory Study," Group Decision and Negotiation, Springer, vol. 24(3), pages 451-475, May.
    136. Omar Sacilotto Donaires & Dante Pinheiro Martinelli, 2019. "Evolutionary Management: From Theory to Action," Systems Research and Behavioral Science, Wiley Blackwell, vol. 36(1), pages 66-86, February.
    137. Amir Ehsan Zahedi & Seyyed Habibollah Mirghfoori & Ali Morovati Sharif Abadi, 2018. "An integrated map to developing the innovation and commercialization potential of Iranian knowledge-based companies," Cogent Business & Management, Taylor & Francis Journals, vol. 5(1), pages 1523345-152, January.
    138. Mingers, John, 2015. "Helping business schools engage with real problems: The contribution of critical realism and systems thinking," European Journal of Operational Research, Elsevier, vol. 242(1), pages 316-331.
    139. Paulo Cesar Schotten & Danielle Costa Morais, 2019. "A group decision model for credit granting in the financial market," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 5(1), pages 1-19, December.
    140. Brocklesby, John & Midgley, Gerald, 2016. "Boundary games: How teams of OR practitioners explore the boundaries of interventionAuthor-Name: Velez-Castiblanco, Jorge," European Journal of Operational Research, Elsevier, vol. 249(3), pages 968-982.
    141. Lami, Isabella M. & Tavella, Elena, 2019. "On the usefulness of soft OR models in decision making: A comparison of Problem Structuring Methods supported and self-organized workshops," European Journal of Operational Research, Elsevier, vol. 275(3), pages 1020-1036.
    142. Payam Hanafizadeh & Fakhrossadat Ghamkhari, 2019. "Elicitation of Tacit Knowledge Using Soft Systems Methodology," Systemic Practice and Action Research, Springer, vol. 32(5), pages 521-555, October.
    143. P J Dortmans & C Durrant, 2013. "Employing integrated reference models to represent interdependency in a complex enterprise," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 64(6), pages 817-824, June.
    144. Weaver, Miles W & Crossan, Kenny & Tan, Hock B & Paxton, Steven E, 2018. "A systems approach to understanding the perspectives in the changing landscape of responsible business in Scotland," European Journal of Operational Research, Elsevier, vol. 268(3), pages 1149-1167.
    145. A Paucar-Caceres, 2011. "The development of management sciences/operational research discourses: surveying the trends in the US and the UK," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(8), pages 1452-1470, August.
    146. Tako, Antuela A. & Kotiadis, Kathy, 2015. "PartiSim: A multi-methodology framework to support facilitated simulation modelling in healthcare," European Journal of Operational Research, Elsevier, vol. 244(2), pages 555-564.
    147. Alberto Paucar-Caceres & Diane Hart & Joan Roma i Vergés & David Sierra-Lozano, 2016. "Applying Soft Systems Methodology to the Practice of Managing Family Businesses in Catalonia," Systems Research and Behavioral Science, Wiley Blackwell, vol. 33(3), pages 312-323, May.
    148. Elena Fregonara & Rocco Curto & Mario Grosso & Paolo Mellano & Diana Rolando & Jean-Marc Tulliani, 2013. "Environmental Technology, Materials Science, Architectural Design, and Real Estate Market Evaluation: A Multidisciplinary Approach for Energy-Efficient Buildings," Journal of Urban Technology, Taylor & Francis Journals, vol. 20(4), pages 57-80, October.
    149. Beall, Elizabeth & Brocklesby, John, 2017. "Exploring with MÄ ori organizations comparative advantage in the context of climate change," Journal of Management & Organization, Cambridge University Press, vol. 23(6), pages 821-838, November.
    150. Annielli Cunha & Danielle Morais, 2019. "Problem structuring methods in group decision making: a comparative study of their application," Operational Research, Springer, vol. 19(4), pages 1081-1100, December.
    151. Leydiana Sousa Pereira & Danielle Costa Morais, 2020. "Multicriteria Decision Model to Establish Maintenance Priorities for Wells in a Groundwater System," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 34(1), pages 377-392, January.
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