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Toward Participatory Discovery Networks: A Critique of Current Mass Collaboration Environments and a Possible Learning-Rich Future

  • R. Benjamin ShapiroEmail author
Chapter
Part of the Computer-Supported Collaborative Learning Series book series (CULS, volume 16)

Abstract

MOOCs, crowdsourcing systems, online games, and the maker movement are just a subset of the many genres for mass collaboration that have emerged over the past few years. All of these environments succeed in generating large participation and production. However, they vary considerably in the extent to which they are well-designed learning environments. I enumerate a set of findings from the learning sciences about the characteristics of good learning environments and then apply them to critical analyze current mass collaboration environments. After identifying the apparent strengths and weaknesses of these socio-technical systems, I describe how future mass collaboration environments might better support both mass production and mass learning.

Keywords

Mass collaboration Collaboration Learning science Learning environments Mass production Mass learning 

Notes

Acknowledgements

This chapter was written with support from the National Science Foundation (Award IIS-1227530) and was greatly helped by conversations with Michael Ferris, David Hatfield, Kurt Squire, and Richard Halverson.

References

  1. American College of Radiology. (n.d.). Haiti radiology relief. Retrieved March 14, 2015, from http://www.acr.org/Membership/Volunteering/International-Outreach/Haiti-Relief
  2. Baggaley, J. (2013). MOOC rampant. Distance Education, 34, 368–378.CrossRefGoogle Scholar
  3. Barab, S., Thomas, M., Dodge, T., Carteaux, R., & Tuzun, H. (2005). Making learning fun: Quest Atlantis, a game without guns. Educational Technology Research and Development, 53, 86–107.CrossRefGoogle Scholar
  4. Barron, B., Martin, C. K., Mertl, V., & Yassine, M. (2016). Citizen science: Connecting to nature through networks. In U. Cress, J. Moskaliuk, & H. Jeong (Eds.), Mass collaboration and education. Cham, Switzerland: Springer International Publishing.Google Scholar
  5. Brahms, L. J. (2014). Making as a learning process: Identifying and supporting family learning in informal settings (Unpublished doctoral dissertation). University of Pittsburgh, Pittsburgh, PA. Retrieved March 7, 2015, from http://d-scholarship.pitt.edu/21525/1/L_Brahms_ETD_2014.pdf
  6. Bransford, J. D., & Schwartz, D. L. (1999). Rethinking transfer: A simple proposal with multiple implications. Review of Research in Education, 24, 61–100.Google Scholar
  7. Brossard, D., Lewenstein, B., & Bonney, R. (2005). Scientific knowledge and attitude change: The impact of a citizen science project. International Journal of Science Education, 27, 1099–1121.CrossRefGoogle Scholar
  8. Brown, A. L., & Campione, J. C. (1996). Psychological theory and the design of innovative learning environments: On procedures, principles, and systems. In L. Schauble & R. Glaser (Eds.), Innovations in learning (pp. 289–326). Mahwah, NJ: Lawrence Erlbaum Associates.Google Scholar
  9. BTU Lab. (2015). Retrieved March 7, 2015, from http://www.btulab.com/
  10. Buechley, L., Peppler, K., Eisenberg, M., & Kafai, Y. (Eds.). (2013). Textile messages: Dispatches from the world of e-textiles and education. New York, NY: Peter Lang.Google Scholar
  11. Cavalcanti, G. (2014, January 26). Stompy build progress! [Web log post]. Project Hexapod. Retrieved March 7, 2015, from http://projecthexapod.com/blog/stompy-build-progress/
  12. Chen, M. (2012). Leet noobs: The life and death of an expert player group in World of Warcraft. New York, NY: Peter Lang.Google Scholar
  13. Christensen, G., Steinmetz, A., Alcorn, B., Bennett, A., Woods, D., & Emanuel, E. (2013, November 6). The MOOC phenomenon: Who takes massive open online courses and why? Retrieved March 10, 2015, from http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2350964
  14. Cody, D. (2012). Controls overview: Project Stompy the hexapod. Retrieved March 7, 2015, from http://projecthexapod.com/blog/wp-content/uploads/2012/05/Controls_Overview_20120501.pdf
  15. Collins, A., Joseph, D., & Bielaczyc, K. (2004). Design research: Theoretical and methodological issues. The Journal of the Learning Sciences, 13, 15–42.CrossRefGoogle Scholar
  16. Dauster, J. (2013, February 13). Making a Makerspace in Haiti [Web log post]. Retrieved March 14, 2015, from http://makezine.com/2013/02/13/making-a-makerspace-in-haiti/
  17. DeVane, B., Durga, S., & Squire, K. (2010). ‘Economists who think like ecologists’: reframing systems thinking in games for learning. E-Learning and Digital Media, 7, 3–20.CrossRefGoogle Scholar
  18. Dirksen, K. (2012, June 25). Internet of food: Arduino-based, urban aquaponics in Oakland [Video file]. Retrieved March 7, 2015, from https://www.youtube.com/watch?v=3IryIOyPfTE
  19. DiSalvo, C., Fries, L., Lodato, T., Schechter, B., & Barnwell, T. (2010). GrowBot garden [Web log post]. Retrieved March 7, 2015, from http://carldisalvo.com/posts/growbot-garden/
  20. Edelson, D. C., & Joseph, D. M. (2004, June). The interest-driven learning design framework: Motivating learning through usefulness. In Proceedings of the 6th International Conference on Learning Sciences (pp. 166–173). New Brunswick, NJ: International Society of the Learning Sciences.Google Scholar
  21. edX. (2015). The chemistry of life. Retrieved March 11, 2015, from https://www.edx.org/course/chemistry-life-kyotoux-001x-0#.VQDY1EJFow4
  22. Entertainment Software Rating Board. (n.d.). How much do you know about video games? Retrieved March 11, 2015, from http://www.esrb.org/about/video-game-industry-statistics.jsp
  23. Farley, P. C. (2013). Using the computer game “FoldIt” to entice students to explore external representations of protein structure in a biochemistry course for nonmajors. Biochemistry and Molecular Biology Education, 41, 56–57.CrossRefGoogle Scholar
  24. Fok, E. (2014, December 13). Maker movement making its presence felt. The Economic Times. Retrieved March 7, 2015, from http://articles.economictimes.indiatimes.com/2014-12-13/news/57012212_1_maker-faire-maker-movement-workshops
  25. Fortson, L. (2011). The birth of the Zooniverse: How citizen scientists are taking on research from galaxies to climate change. Public lecture at Wisconsin Institute for Discovery on April 13, 2011. Retrieved from http://www.physics.wisc.edu/twap/view.php?id=2166
  26. Frueh, A. (n.d.). What is GardenBot? Retrieved March 7, 2015, from http://gardenbot.org/about/
  27. Gasevic, D., Kovanovic, V., Joksimovic, S., & Siemens, G. (2014). Where is research on massive open online courses headed? A data analysis of the MOOC research Initiative. The International Review of Research in Open and Distributed Learning, 15, 134–176.Google Scholar
  28. Gee, J. P. (2004). What video games have to teach us about learning and literacy. New York, NY: Macmillan.Google Scholar
  29. Gee, J. P. (2007). Good video games + good learning: Collected essays on video games, learning, and literacy. New York, NY: Peter Lang.Google Scholar
  30. Gibson, W. (1986). Neuromancer. New York, NY: The Berkley Publishing Group.Google Scholar
  31. Granot, Y., Ivorra, A., & Rubinsky, B. (2008). A new concept for medical imaging centered on cellular phone technology. PLoS One, 3, e2075.CrossRefGoogle Scholar
  32. Gross, D. (2012). Gaming reality: Turning gamers into citizen scientists. CNN. Retrieved April 25, 2015, from http://edition.cnn.com/interactive/2012/08/tech/gaming.series/research.html
  33. Gütl, C., Rizzardini, R. H., Chang, V., & Morales, M. (2014). Attrition in MOOC: Lessons learned from drop-out students. In L. Uden, J. Sinclair, Y.-H. Tao, & D. Liberona (Eds.), Learning technology for education in cloud. MOOC and big data (pp. 37–48). Cham, Switzerland: Springer International.Google Scholar
  34. Hackerspaces.org. (2015). List of hacker spaces. Retrieved March 7, 2015, from http://hackerspaces.org/wiki/List_of_Hacker_Spaces
  35. Hammer, D., Sherin, B., & Kolpakowski, T. (1991). Inventing graphing: Meta-representational expertise in children. Journal of Mathematical Behavior, 10, 117–160.Google Scholar
  36. Hidi, S., & Renninger, K. A. (2006). The four-phase model of interest development. Educational Psychologist, 41, 111–127.CrossRefGoogle Scholar
  37. Hutchison, P., & Hammer, D. (2010). Attending to student epistemological framing in a science classroom. Science Education, 94, 506–524.Google Scholar
  38. Jansen, P. (2013, October 22). Toward an inexpensive open-source desktop CT scanner [Web log post]. Retrieved March 14, 2015, from http://www.tricorderproject.org/blog/towards-an-inexpensive-open-source-desktop-ct-scanner/
  39. Jansen, P. (2014). Open source computed tomography (CT) scanner. Retrieved March 14, 2015, from https://github.com/tricorderproject/openct
  40. Jordan, K. (2014). Initial trends in enrolment and completion of massive open online courses. The International Review of Research in Open and Distributed Learning, 15, 133–160.Google Scholar
  41. Kamar, E., Hacker, S., & Horvitz, E. (2012, June). Combining human and machine intelligence in large-scale crowdsourcing. In Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems (Vol. 1, pp. 467–474). Saint Paul, MN: International Foundation for Autonomous Agents and Multiagent Systems.Google Scholar
  42. Kapur, M. (2006). Productive failure: A hidden efficacy of seemingly unproductive production. In Cognitive Science Conference. Vancouver, Canada.Google Scholar
  43. Kapur, M., & Bielaczyc, K. (2012). Designing for productive failure. Journal of the Learning Sciences, 21, 45–83.CrossRefGoogle Scholar
  44. Khatib, F., DiMaio, F., Cooper, S., Kazmierczyk, M., Gilski, M., Krzywda, S., & Foldit Void Crushers Group. (2011). Crystal structure of a monomeric retroviral protease solved by protein folding game players. Nature Structural & Molecular Biology, 18, 1175–1177.Google Scholar
  45. Kirschner, P. A., Sweller, J., & Clark, R. E. (2006). Why minimal guidance during instruction does not work: An analysis of the failure of constructivist, discovery, problem-based, experiential, and inquiry-based teaching. Educational Psychologist, 41, 75–86.CrossRefGoogle Scholar
  46. Koedinger, K. R., Pavlik, P., McLaren, B. M., & Aleven, V. (2008). Is it better to give than to receive? The assistance dilemma as a fundamental unsolved problem in the cognitive science of learning and instruction. In B. C. Love, K. McRae, & V. M. Sloutsky (Eds.), Proceedings of the 30th Annual Conference of the Cognitive Science Society (pp. 2155–2160). Austin, TX: Cognitive Science Society.Google Scholar
  47. Kolowich, S. (2013, August 8). The MOOC ‘revolution’ may not be as disruptive as some had imagined. The Chronicle of Higher Education. Retrieved from http://chronicle.com/article/MOOCs-May-Not-Be-So-Disruptive/140965/
  48. Krapp, A. (1999). Interest, motivation and learning: An educational-psychological perspective. European Journal of Psychology of Education, 14(1), 23–40.CrossRefGoogle Scholar
  49. Krasnow, B. (2013, January 8). DIY X-ray CT scanner controlled by an Arduino [Web log post]. Retrieved March 14, 2015, from http://benkrasnow.blogspot.com/2013/01/diy-x-ray-ct-scanner-controlled-by.html
  50. Larson, C. (2014, June 26). The maker movement gains ground in China. Bloomberg Business. Retrieved March 7, 2015, from http://www.bloomberg.com/bw/articles/2014-06-26/chinas-maker-movement-gets-government-support-for-diy-workshops
  51. Lave, J., & Wenger, E. (1991). Situated learning: Legitimate peripheral participation. Cambridge, UK: Cambridge University Press.CrossRefGoogle Scholar
  52. Leckart, S. (2012). The Stanford education experiment could change higher learning forever. Wired Magazine, 20.Google Scholar
  53. Lenhart, A., Kahne, J., Middaugh, E., Macgill, A. R., Evans, C., & Vitak, J. (2008). Teens, video games, and civics: Teens’ gaming experiences are diverse and include significant social interaction and civic engagement. Washington, DC: Pew Internet & American Life Project.Google Scholar
  54. Litts, B., & Ramirez, D. (2014). Making people fail: Failing to learn through games and making. In A. Ochsner, J. Dietmeier, C. C. Williams, & C. Steinkuehler (Eds.), Proceedings GLS 10, Games Learning Society Conference (pp. 160–166). Madison, WI: ETC Press.Google Scholar
  55. Maru, D. S., Schwarz, R., Jason, A., Basu, S., Sharma, A., & Moore, C. (2010). Turning a blind eye: The mobilization of radiology services in resource-poor regions. Global Health, 6, 18.CrossRefGoogle Scholar
  56. McCombs, B., & Vakili, D. (2005). A learner-centered framework for e-learning. The Teachers College Record, 107, 1582–1600.CrossRefGoogle Scholar
  57. Mitchell, M. (2013). Home/Grown (Made with love far away). Retrieved March 7, 2015, from http://www.megmitchell.com/index.php?/project/homegrown-made-with-love-far-away/
  58. Moll, L. C., & Whitmore, K. F. (1999). Vygotsky in classroom practice. In D. Faulkner, K. Littleton, & M. Woodhead (Eds.), Learning relationships in the classroom (pp. 131–155). London, UK: Routledge.Google Scholar
  59. Mora, N., Caballé, S., Daradoumis, T., Barolli, L., Kulla, E., & Spaho, E. (2014). Characterizing social network e-assessment in collaborative complex learning resources. In 2014 Eighth International Conference on Complex, Intelligent and Software Intensive Systems (pp. 257–264).Google Scholar
  60. Nathan, M. (2011). Google’s secret perk? A private hackerspace. Retrieved March 7, 2015, from http://hackaday.com/2011/04/27/googles-secret-perk-a-private-hackerspace/
  61. Obama, B. H. (2014, June 18). Remarks by the President at the White House Maker Faire. Retrieved March 7, 2015, from http://www.whitehouse.gov/the-press-office/2014/06/18/remarks-president-white-house-maker-faire
  62. Parker, E. (2014, May 14). The Chinese government is investing heavily in the maker movement [Web log post]. Future Tense. Retrieved March 7, 2015, from http://www.slate.com/blogs/future_tense/2014/05/14/the_chinese_government_is_investing_heavily_in_the_maker_movement.html
  63. Parry, R. (2014) Episteme and techne. In E. N. Zalta (Ed.), The Stanford encyclopedia of philosophy, fall 2014 ed. Retrieved April 25, 2015, from http://plato.stanford.edu/archives/fall2014/entries/episteme-techne
  64. Peppler, K., & Bender, S. (2013). Maker movement spreads innovation one project at a time. Phi Delta Kappan, 95, 22–27.CrossRefGoogle Scholar
  65. Pilz, D., & Gewald, H. (2013). Does money matter? Motivational factors for participation in paid-and non-profit-crowdsourcing communities. In Wirtschaftsinformatik (p. 37).Google Scholar
  66. Quinn, A. J., & Bederson, B. B. (2011, May). Human computation: A survey and taxonomy of a growing field. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (pp. 1403–1412). New York, NY: ACM.Google Scholar
  67. Romano, Z. (2013, October 10). A baby monitor goes open source: Interview to the team [Web log post]. Retrieved March 7, 2015, from http://blog.arduino.cc/2013/10/10/a-baby-monitor-goes-open-source/
  68. Rosé, C. P., Carlson, R., Yang, D., Wen, M., Resnick, L., Goldman, P., & Sherer, J. (2014, March). Social factors that contribute to attrition in MOOCs. In Proceedings of the First ACM Conference on Learning@ Scale (pp. 197–198). New York, NY: ACM.Google Scholar
  69. Rothkrantz, L. (2014). New didactical models in open and online learning based on social media. In International Conference on e-Learning (Vol. 14, p. 10).Google Scholar
  70. Scardamalia, M., & Bereiter, C. (1994). Computer support for knowledge-building communities. The Journal of the Learning Sciences, 3, 265–283.CrossRefGoogle Scholar
  71. Seaton, D. T., Reich, J., Nesterko, S. O., Mullaney, T., Waldo, J., Ho, A. D., & Chuang, I. (2014). 7.00 x Introduction to biology: The secret of life MITx on edX course report-2013 Spring. Retrieved from http://ssrn.com/abstract=2382325
  72. Shapiro, R. B., Squire, K., & The Educational Research Integration Area. (2011). Games for participatory science. Educational Technology, 51, 34–43.Google Scholar
  73. Sheridan, K. M., Halverson, E. R., Litts, B. K., Brahms, L., Jacobs-Priebe, L., & Owens, T. (2014). Learning in the making: A comparative case study of three makerspaces. Harvard Educational Review, 84, 505–531.CrossRefGoogle Scholar
  74. Short, B. (2014). Radiology in Haiti. Retrieved March 14, 2015, from http://radiologyinhaiti.blogspot.com
  75. Squire, K. (2011). Video games and learning: Teaching and participatory culture in the digital age. Technology, Education—Connections (the TEC Series). New York, NY: Teachers College Press.Google Scholar
  76. Steinkuehler, C., & Duncan, S. (2009). Scientific habits of mind in virtual worlds. Journal of Science Education and Technology, 17, 530–543.CrossRefGoogle Scholar
  77. Tabarnak. (2014). Tradition: Three cities approaches. In Civilization Fanatics Center. Retrieved March 7, 2015, from http://forums.civfanatics.com/showthread.php?s=7f2f424b781607962b68d75883093c8c&t=523371
  78. Takahashi, D. (2013, November 25). More than 1.2 billion people are playing games. VentureBeat. Retrieved March 11, 2015, from http://venturebeat.com/2013/11/25/more-than-1-2-billion-people-are-playing-games/
  79. Team Liquid. (2014). Protoss unit statistics. In Liquipedia. Retrieved March 7, 2015, from http://wiki.teamliquid.net/starcraft2/Protoss_Unit_Statistics
  80. Toppo, G. (2012). White House office studies educational benefits of video games. Retrieved from http://usatoday30.usatoday.com/news/washington/story/2012-01-26/edcuational-video-games-white-house/52908052/1
  81. Trautmann, N. M., Shirk, J. L., Fee, J., & Krasny, M. E. (2012). Who poses the question. In J. L. Dickinson & R. Bonney (Eds.), Citizen science: Public participation in environmental research (pp. 179–190). Ithaca, NY: Comstock.Google Scholar
  82. Trumbull, D. J., Bonney, R., Bascom, D., & Cabral, A. (2000). Thinking scientifically during participation in a citizen‐science project. Science Education, 84, 265–275.CrossRefGoogle Scholar
  83. Tufts Maker Network (n.d.). Retrieved March 7, 2015, from http://maker.tufts.edu/
  84. Van Der Meulen, R., & Rivera, J. (2013, December 16). Gartner says worldwide video game market to total $93 billion in 2013. Gartner. Haettu.Google Scholar
  85. Vygotsky, L. S. (1980). Mind in society: The development of higher psychological processes. Cambridge, MA: Harvard University Press.Google Scholar
  86. Yang, D., Sinha, T., Adamson, D., & Rose, C. P. (2013, December). Turn on, tune in, drop out: Anticipating student dropouts in massive open online courses. In Proceedings of the 2013 NIPS Data-Driven Education Workshop (Vol. 10, p. 13).Google Scholar
  87. Zusho, A., Pintrich, P. R., & Coppola, B. (2003). Skill and will: The role of motivation and cognition in the learning of college chemistry. International Journal of Science Education, 25, 1081–1094.CrossRefGoogle Scholar

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© Springer International Publishing Switzerland 2016

Authors and Affiliations

  1. 1.ATLAS Institute and Department of Computer ScienceUniversity of Colorado BoulderBoulderUSA

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