Skip to main content

Advertisement

Log in

Reflective Consensus Building on Wicked Problems with the Reflect! Platform

  • Original Research/Scholarship
  • Published:
Science and Engineering Ethics Aims and scope Submit manuscript

We are limited not by our abilities, but by our vision.

– Anonymous.

Abstract

Wicked problems—that is, problems that can be framed in a number of different ways, depending on who is looking at them—pose ethical challenges for professionals that have scarcely been recognized as such. Even though wicked problems are all around us, they are rarely addressed in education. A reason for this failure might be that wicked problems pose almost insurmountable challenges in educational settings. This contribution shows how students can learn to cope with wicked problems in problem-based learning projects that are structured by the Reflect! platform.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

Notes

  1. This idea has been emphasized in the literature on “ill-defined” problems as well, in talk about “the core need to recharacterize the problem in order to solve it” (Lynch et al. 2009, p. 260).

  2. The last half of this definition goes back to the one provided by Richard Freeman in his now classic book Strategic management. A stakeholder approach: “any group or individual who can affect or is affected by the achievement of the organization's objectives” (Freeman 1984, p. 46). However, the first half of my definition should be added to that. The reason is that there are many decisions that are made by actors who do not have any particular interest in their outcome. For example, a group of experts that drafts a piece of legislation will certainly have a substantial effect on its formulation, but these experts may not have a “stake” in all this.

  3. Thanks to Jan Albert van Laar for pointing this out.

  4. For an overview, see Kirschner et al. (2003).

  5. See http://swemorph.com/macarma.html.

  6. See https://www.tue.nl/en/research/research-groups/philosophy-ethics/agora-web-based-ethics-education/.

  7. Thanks to Justin Biddle for pointing this out.

  8. From an epistemological point of view, work on wicked problems might, thus, best be conceptualized in a pragmatist framework—based on its anti-foundational, fallible, pluralist, and social character and focus on “radical contingency” (Norton 2015, pp. 64–67).

  9. See also Baguley et al. (2014), Jordan et al. (2014), Ramaley (2014), Seager et al. (2012).

  10. See, for example, the “navigational” approach developed by Berry (2007), Berry et al. (2013), Berry et al. (2015). Another impressive approach for an environmental studies program has been described by Parker (2012). See also Hall et al. (2018) and Kirkman et al. (2017).

  11. http://agora.gatech.edu. AGORA should not be confused with the web-based ethics education tool Agora mentioned above.

  12. It is impossible to compute the solution of wicked problems because it is impossible to compute the behavior of a system whose boundaries are not clearly defined, and wicked problems are, by definition, systems whose boundaries are not clearly defined.

  13. Quoted from https://reflect.gatech.edu/wicked-problems/. The original version of this problem description was developed by Jason Borenstein based on Borenstein and Pearson (2012). I am grateful for his permission to use it.

  14. Corresponding suggestions are summarized at https://reflect.gatech.edu/how-to-develop-a-symphysis-proposal/.

  15. For overviews of computer-supported argument visualization tools see Kirschner et al. (2003), Okada et al. (2014), Scheuer et al. (2010), Schneider et al. (2013). In the class described here we used two more recent tools that allow collaboration on web-based argument maps: Half of the teams worked with the AGORA software (http://agora.gatech.edu), the other half with MindMup (https://www.mindmup.com/tutorials/argument-visualization.html).

References

  • Baguley, M., Danaher, P. A., Davies, A., De George-Walker, L., Jones, J. K., Matthews, K. J., et al. (2014). The transformative potential of educational learning and development. In M. Baguley, P. A. Danaher, A. Davies, L. De George-Walker, J. K. Jones, K. J. Matthews, et al. (Eds.), Educational learning and development: Building and enhancing capacity (pp. 124–135). London: Palgrave Pivot.

    Chapter  Google Scholar 

  • Barrows, H. S. (1992 <1988>). The tutorial process (2nd ed.). Springfield, IL: Southern Illinois University School of Medicine.

  • Barrows, H. S., & Tamblyn, R. (1980). Problem-based learning: An approach to medical education. Springfield, IL: Problem-Based Learning Institute.

    Google Scholar 

  • Berry, R. M. (2007). The ethics of genetic engineering (Routledge annals of bioethics). New York, NY: Routledge.

    Google Scholar 

  • Berry, R. M., Borenstein, J., & Butera, R. (2013). Contentious problems in bioscience and biotechnology: A pilot study of an approach to ethics education. Science and Engineering Ethics. https://doi.org/10.1007/s11948-012-9359-6.

    Article  Google Scholar 

  • Berry, R. M., Levine, A. D., Kirkman, R., Blake, L., & Drake, M. (2015). Navigating bioethical waters: Two pilot projects in problem-based learning for future bioscience and biotechnology professionals. Science and Engineering Ethics. https://doi.org/10.1007/s11948-015-9725-2.

    Article  Google Scholar 

  • Borenstein, J., & Pearson, Y. (2012). Robot caregivers: Ethical issues across the human lifespan. In P. Lin, K. Abney, & G. A. Bekey (Eds.), Robot ethics: The ethical and social implications of robotics (pp. 251–265). Cambridge, Mass: MIT Press.

    Google Scholar 

  • Brown, J. S., Collins, A., & Duguid, P. (1989). Situated cognition and the culture of learning. Educational Researcher,18, 32–42.

    Article  Google Scholar 

  • Churchman, C. W. (1967). Guest editorial: Wicked problems. Management Science,14(4), 141–142. https://doi.org/10.1287/mnsc.14.4.B141.

    Article  Google Scholar 

  • Collins, A., Brown, J. S., & Holum, A. (1991). Cognitive apprenticeship: Making thinking visible. American Educator, 15(3), 6–11, 38–39.

  • Conklin, J. (2006). Dialogue mapping: Building shared understanding of wicked problems. Hoboken, NJ: Wiley.

    Google Scholar 

  • Crowley, S., Gonnerman, C., & O’Rourke, M. (2016). Cross-disciplinary research as a platform for philosophical research. Journal of the American Philosophical Association,2(2), 344–363. https://doi.org/10.1017/apa.2016.16.

    Article  Google Scholar 

  • de Jong, T., & van Joolingen, W. R. (1998). Scientific discovery learning with computer simulations of conceptual domains. Review of Educational Research,68(2), 179–201. https://doi.org/10.3102/00346543068002179.

    Article  Google Scholar 

  • Dillenbourg, P. (2015). Orchestration graphs. Modeling scalable education (1st ed.). Lausanne: EPFL Press.

    Google Scholar 

  • Eigenbrode, S. D., O’Rourke, M., Wulfhorst, J. D., Althoff, D. M., Goldberg, C. S., Merrill, K., et al. (2007). Employing philosophical dialogue in collaborative science. BioScience,57(1), 55–64. https://doi.org/10.1641/b570109.

    Article  Google Scholar 

  • Freeman, R. E. (1984). Strategic management (Pitman series in business and public policy). A stakeholder approach. Boston: Pitman.

    Google Scholar 

  • Gijlers, H., & de Jong, T. (2009). Sharing and confronting propositions in collaborative inquiry learning. Cognition and Instruction,27(3), 239–268. https://doi.org/10.1080/07370000903014352.

    Article  Google Scholar 

  • Hall, T. E., Piso, Z., Engebretson, J., & O’Rourke, M. (2018). Evaluating a dialogue-based approach to teaching about values and policy in graduate transdisciplinary environmental science programs. PLoS ONE,13(9), e0202948.

    Article  Google Scholar 

  • Hmelo-Silver, C. E., & Barrows, H. S. (2008). Facilitating collaborative knowledge building. Cognition and Instruction,26(1), 48–94. https://doi.org/10.1080/07370000701798495.

    Article  Google Scholar 

  • Hoffmann, M. H. G. (2011a). Analyzing framing processes in conflicts and communication by means of logical argument mapping. In W. A. Donohue, R. G. Rogan, & S. Kaufman (Eds.), Framing matters: Perspectives on negotiation research and practice in communication (pp. 136–164). New York, NY: Peter Lang. pre-print available at http://works.bepress.com/michael_hoffmann/37/.

    Google Scholar 

  • Hoffmann, M. H. G. (2011b). “Theoric Transformations” and a new classification of abductive inferences. Transactions of the Charles S Peirce Society,46(4), 570–590.

    Article  Google Scholar 

  • Hoffmann, M. H. G. (2018). Stimulating reflection and self-correcting reasoning through argument mapping: Three approaches (First online 2016). Topoi. An International Review of Philosophy,37(1), 185–199. https://doi.org/10.1007/s11245-016-9408-x.

    Article  Google Scholar 

  • Hoffmann, M. H. G. (2019). Consensus building and its epistemic conditions. Topoi. https://doi.org/10.1007/s11245-019-09640-x.

    Article  Google Scholar 

  • Hoffmann, M. H. G., & Lingle, J. A. (2015). Facilitating problem-based learning by means of collaborative argument visualization software. Teaching Philosophy,38(4), 371–398. https://doi.org/10.5840/teachphil2015112039.

    Article  Google Scholar 

  • Hughes, J., Jewson, N., & Unwin, L. (2007). Communities of practice: Critical perspectives. New York, NY: Routledge.

    Google Scholar 

  • Jordan, M. E., Kleinsasser, R. C., & Roe, M. F. (2014). Wicked problems: Inescapable wickedity. Journal of Education for Teaching,40(4), 415–430. https://doi.org/10.1080/02607476.2014.929381.

    Article  Google Scholar 

  • Keestra, M. (2018). Overcoming a paradox? Preparing students for transdisciplinary environments. Integration and implementation insights. Research resources for understanding and acting on complex real-world problems. https://i2insights.org/2018/01/30/preparing-transdisciplinary-students/.

  • Kirkman, R., Fu, K., & Lee, B. (2017). Teaching ethics as design. Advances in Engineering Education,6(2), 1–17.

    Google Scholar 

  • Kirschner, P. A., Buckingham Shum, S. J., & Carr, C. S. (Eds.). (2003). Visualizing argumentation: Software tools for collaborative and educational sense-making. London: Springer.

    Google Scholar 

  • Lave, J. (1988). Cognition in practice. Mind, mathematics and culture in everyday life. Cambridge: Cambridge University Press.

    Book  Google Scholar 

  • Lave, J. (1993). The practice of learning. In J. Lave & S. Chaiklin (Eds.), Understanding practice: Perspectives on activity and context. Cambridge: Cambridge University Press.

    Google Scholar 

  • Lynch, C. F., Ashley, K. D., Pinkwart, N., & Aleven, V. (2009). Concepts, structures, and goals: redefining ill-definedness. International Journal of Artificial Intelligence in Education,19(3), 253–266.

    Google Scholar 

  • Newstetter, W. C. (2005). Designing cognitive apprenticeships for biomedical engineering. Journal of Engineering Education,94(2), 207–213.

    Article  Google Scholar 

  • Newstetter, W. C. (2006). Fostering integrative problem solving in biomedical engineering: The PBL approach. Annals of Biomedical Engineering,34(2), 217–225. https://doi.org/10.1007/s10439-005-9034-z.

    Article  Google Scholar 

  • Norris, P. E., O’Rourke, M., Mayer, A. S., & Halvorsen, K. E. (2016). Managing the wicked problem of transdisciplinary team formation in socio-ecological systems. Landscape and Urban Planning,154, 115–122. https://doi.org/10.1016/j.landurbplan.2016.01.008.

    Article  Google Scholar 

  • Norton, B. G. (2012). The ways of wickedness: Analyzing messiness with messy tools. Journal of Agricultural and Environmental Ethics,25(4), 447–465. https://doi.org/10.1007/s10806-011-9333-3.

    Article  Google Scholar 

  • Norton, B. G. (2015). Sustainable values, sustainable change A guide to environmental decision making. Chicago: University of Chicago Press.

    Book  Google Scholar 

  • Okada, A., Buckingham Shum, S., & Sherborne, T. (Eds.). (2014). Knowledge cartography. Software tools and mapping techniques (2nd ed.). New York: Springer.

    Google Scholar 

  • O’Rourke, M., & Crowley, S. J. (2013). Philosophical intervention and cross-disciplinary science: The story of the Toolbox Project. Synthese,190(11), 1937–1954.

    Article  Google Scholar 

  • O’Rourke, M., Crowley, S., Eigenbrode, S. D., & Wulfhors, J. D. (Eds.). (2014). Enhancing communication and collaboration in interdisciplinary research. Los Angeles: SAGE.

    Google Scholar 

  • Parker, K. A. (2012). Ecohumanities pedagogy: An experiment in environmental education through radical service-learning. Contemporary Pragmatism,9(1), 223–251. https://doi.org/10.1163/18758185-90000224.

    Article  Google Scholar 

  • Ramaley, J. A. (2014). The changing role of higher education: Learning to deal with wicked problems. Journal of Higher Education Outreach and Engagement,18(3), 7–22.

    Google Scholar 

  • Ritchey, T. (2011). Wicked problems—Social messes: Decision support modelling with morphological analysis (Risk, governance and society) (Vol. 17). Berlin: Springer.

    Book  Google Scholar 

  • Rittel, H. W. J., & Noble, D. (1989). Issue-based information systems for design. In University of California at Berkeley working paper, 492.

  • Rittel, H. W. J., & Webber, M. M. (1973). Dilemmas in a general theory of planning. Policy Sciences,4, 155–169.

    Article  Google Scholar 

  • Roberts, N. (2000). Wicked problems and network approaches to resolution. International Public Management Review,1(1), 1–19.

    Google Scholar 

  • Rogoff, B. (1989). Apprenticeship in thinking—Cognitive development in social context. Oxford: Oxford University Press.

    Google Scholar 

  • Scheuer, O., Loll, F., Pinkwart, N., & McLaren, B. M. (2010). Computer-supported argumentation: A review of the state of the art. International Journal of Computer-Supported Collaborative Learning,5(1), 43–102.

    Article  Google Scholar 

  • Schneider, J., Groza, T., & Passant, A. (2013). A review of argumentation for the social semantic web. Semantic Web,4(2), 159–218. https://doi.org/10.3233/sw-2012-0073.

    Article  Google Scholar 

  • Schön, D. A., & Rein, M. (1994). Frame reflection: Toward the resolution of intractable policy controversies. New York: BasicBooks.

    Google Scholar 

  • Seager, T., Selinger, E., & Wiek, A. (2012). Sustainable engineering science for resolving wicked problems. Journal of Agricultural and Environmental Ethics,25(4), 467–484. https://doi.org/10.1007/s10806-011-9342-2.

    Article  Google Scholar 

  • van de Poel, I., & Royakkers, L. R. (2011). Ethics, technology, and engineering: An introduction. Malden, MA: Wiley.

    Google Scholar 

  • van der Burg, S., & van de Poel, I. (2005). Teaching ethics and technology with Agora, an electronic tool. Science and Engineering Ethics,11(2), 277–297.

    Article  Google Scholar 

  • van Laar, J. A. (2019). Middle ground: Settling a public controversy by means of a reasonable compromise. In J. A. Blair (Ed.), Studies in critical thinking (pp. 69–80). Windsor: Centre for Research in Reasoning, Argumentation and Rhetoric.

    Google Scholar 

  • Walsh, A. (2005). The tutor in problem-based learning: A Novice’s guide. Hamilton, ON: Program for Faculty Development, McMaster University.

    Google Scholar 

  • Wegrich, K., & Stimac, V. (2014). Coordination capacity. In M. Lodge & K. Wegrich (Eds.), The problem-solving capacity of the modern state: Governance challenges and administrative capacities (First (1st ed., pp. 41–62). Oxford: Oxford University Press.

    Google Scholar 

Download references

Acknowledgements

This research and the development of the Reflect! platform has been supported by three grants: a larger one from the National Science Foundation (Cyberlearning and Future Learning Technologies, Award 1623419) and two smaller ones from the Digital Integrative Liberal Arts Center (DILAC) in the Ivan Alan College of Liberal Arts at the Georgia Institute of Technology. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author and do not necessarily reflect the views of the National Science Foundation. I am thankful for feedback that Jan Albert van Laar, Bryan Norton, Justin Biddle, Rafael Meza, Anne Zacharias-Walsh, Matt Cox, Daniel Sanbeg, Majid Ahmadi, and Daniel S. Schiff provided. Thanks also to Richard Catrambone and Jeremy Lingle (Co-PIs on the NSF project); Scott Robertson and Jeffrey Wilson from Georgia Tech’s Interactive Media Technology Center (IMTC) who created the platform; and the members of the VIP team Digital Deliberation who, in changing constellations, contributed substantially to its creation: Chris LeDantec, Ben Staver, DeAnna Brown, Philip Abel, Joshua Dwire, John Golden, Michelle Chiu, TJ Eneh, Sruti Guhathakurta, Shourya Khare, Sanskriti Rathi, Sally Hannoush, Minju Kwon, Savannah Quinn, Kexin Zhang, Phuc Huynh, Richard Aaron Jeng, Divya Yagnamurthy, Gauranshu Sharma, Sofia Davalos, Nia Alston Hall, Anamica Menon, Mary Alsayar, Angelina Suwoto, Theresa Hsieh, Kishan Chudasama, and Ermelinda Izihirwe.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Michael H. G. Hoffmann.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hoffmann, M.H.G. Reflective Consensus Building on Wicked Problems with the Reflect! Platform. Sci Eng Ethics 26, 793–819 (2020). https://doi.org/10.1007/s11948-019-00132-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11948-019-00132-0

Keywords

Navigation