Crowd science infused learning: Connecting online teaching and crowd science in the social sciences

Authors

  • Isabell Stamm Institue of Sociology, Technische Universität Berlin, Germany
  • Michael Weinhardt Institue of Sociology, Technische Universität Berlin, Germany
  • Marie Gutzeit Institue of Sociology, Technische Universität Berlin, Germany
  • Matthias Bottel Institue of Sociology, Technische Universität Berlin, Germany
  • Johannes Lindenau Institue of Sociology, Technische Universität Berlin, Germany

DOI:

https://doi.org/10.33621/jdsr.v3i3.71

Keywords:

Crowd Science, Online Learning, Citizen Science, Inquiry-based learning, Digital Social Research

Abstract

In this article, we reflect upon the combination of crowd science and online teaching, which we refer to as Crowd Science infused Learning. We discuss Crowd Science infused Learning's conceptual design and its viability in sociology and related disciplines. For this purpose, our research project ‘Data Traces’ serves as an empirical case. In the project, we developed an online platform that provided a 45-minute teaching unit, training students in using different forms of digital data: websites, newspaper articles, and administrative register data. Afterwards, students were assigned to predefined, small-scale research tasks contributing to a real-world research project on the social relations in entrepreneurial groups. By completing the tasks, the students could apply their knowledge, gain insights, and contribute actively to an ongoing research project. This combination links students' learning experience with the collection of data for research purposes. We also implemented game elements in the platform's design to support students' motivation. After a brief outline of the Data Traces Project's chronology and key conceptual decisions, the article focuses on a critical discussion of the combination of crowd science and online teaching. Despite significant challenges, we believe that Crowd Science infused Learning is a promising approach and identify opportunities and conditions for a successful combination of crowd science and online teaching.

References

Atkinson, Maxine P., and Andrea N. Hunt. 2008. "Inquiry-Guided Learning in Sociology." Teaching Sociology 36(1):1–7. doi:10.1177/0092055X0803600101.

Auster, Carol J. 2015. "Blended Learning as a Potentially Winning Combination of Face-to-face and Online Learning: An Exploratory Study." Teaching Sociology 44(1):39–48. doi:10.1177/0092055X15619217.

Baur, Nina. 2009. "Measurement and selection bias in longitudinal data. A framework for re-opening the discussion on data quality and generalizability of social bookkeeping data." His-torical Social Research 34(3):9–50.

Bick, Wolfgang, editor. 1984. Sozialforschung und Verwaltungsdaten. Stuttgart: Klatt-Cotta.

Carliner, Saul, and Patti Shank, editors. 2008. Pfeiffer essential resources for training and HR professionals, The e-learning handbook: Past Promises, Present Challenges. San Francisco, CA: Pfeiffer.

Clark-Ibáñez, Marisol, and Linda Scott. 2008. "Learning to Teach Online." Teaching Sociolo-gy 36(1):34–41. doi:10.1177/0092055X0803600105.

Deterding, Sebastian, Dan Dixon, Rilla Khaled, and Lennart Nacke. 2011. "From game design elements to gamefulness: defining "gamification"." Pp. 9–15, in the 15th International Aca-demic MindTrek Conference, edited by A. Lugmayr, H. Franssila, C. Safran, and I. Ham-mouda.

Dickel, Sascha, and Martina Franzen. 2016. “Das "Problem of Extension" revisited: Neue Modi digitaler Partizipation in der Wissenschaft.” Journal of Science Communication 15(1 - 17).

Driscoll, Adam, Karl Jicha, Andrea N. Hunt, Lisa Tichavsky, and Gretchen Thompson. 2012. "Can Online Courses Deliver In-class Results?: A Comparison of Student Performance and Satisfaction in an Online versus a Face-to-face Introductory Sociology Course." Teaching Sociology 40(4):312–31. doi:10.1177/0092055X12446624.

Euler, Dieter. 2005. “Forschendes Lernen.” Pp. 253–70, in Studienziel Persönlichkeit, edited by W. Wunderlich and S. Spoun: Campus Verlag.

Franzoni, Chiara, and Henry Sauermann. 2014. "Crowd science: The organization of scientific research in open collaborative projects." Research Policy 43:1–20.

Fuchs, Mathias, Sonia Fizek, Paolo Ruffino, and Niklas Schrape, editors. 2014. Rethinking Gamification. Lüneburg: meson press by Hybrid Publishing Lab.

Gillis, Alanna, and Laura M. Krull. 2020. "COVID-19 Remote Learning Transition in Spring 2020: Class Structures, Student Perceptions, and Inequality in College Courses." Teaching Sociology 0092055X20954263. doi:10.1177/0092055X20954263.

Hackley, M. 2013. "Citizen science and volunteered geographic information: overview and typology of participation." Pp. 105–22, in Crowdsourcing geographic knowledge, edited by D. Sui and S. Elwood. Amsterdam: Springer.

Halford, Susan, Catherine Pope, and Weal Mark. 2013. "Digital Futures? Sociological chal-lenges and opportunities in the emergent Semantic Web." Sociology 47(1):173–89.

Huber, Ludwig. 2014. “Forschungsbasiertes, Forschungsorientiertes, Forschendes Lernen.” Das Hochschulwesen (HSW) (1+2):22–29.

Kepser, Matthis. 2010. “E-Learning an der Hochschule - eine kritische Einführung.” Pp. 199–240, in Neue Impulse in der Hochschuldidaktik, edited by U. Eberhardt: VS Verlag für Sozi-alwissenschaften.

Kergel, David, and Birte Heidkamp, editors. 2016. Forschendes Lernen 2.0: Partizipatives Lernen zwischen Globalisierung und medialem Wandel. Wiesbaden: Springer VS.

Koivisto, Jonna, and Juho Hamari. 2019. "The rise of motivational information systems: A review of gamification research." International Journal of Information Management 45:191–210. doi:10.1016/j.ijinfomgt.2018.10.013.

Kühl, Stefan. 2009. “Forschendes Lernen und Wissenschaftsbetrieb: Zur Erfahrung mit einem soziologischen Lehrforschungsprojekt.” Pp. 99–113, in Forschendes Lernen im Studium, edited by L. Huber, J. Hellmer, and F. Schneider. Bielefeld: Universitätsverlag Webler.

Luna, Yvonne M., and Stephanie A. Winters. 2017. ""Why Did You Blend My Learning?" A Comparison of Student Success in Lecture and Blended Learning Introduction to Sociology Courses." Teaching Sociology 45(2):116–30. doi:10.1177/0092055X16685373.

Marres, Noortje. 2018. Digital sociology: The reinvention of social research. Cambridge: Pol-ity.

Pearson, A. F. 2010. "Real Problems, Virtual Solutions: Engaging Students Online." Teaching Sociology 38(3):207–14. doi:10.1177/0092055X10370115.

Pedaste, Margus, Mario Mäeots, Leo A. Siiman, Ton de Jong, Siswa A.N. van Riesen, Ellen T. Kamp, Constantinos C. Manoli, Zacharias C. Zacharia, and Eleftheria Tsourlidaki. 2015. "Phases of inquiry-based learning: Definitions and the inquiry cycle." Educational Research Review 14:47–61. doi:10.1016/j.edurev.2015.02.003.

Raddick, M. J., Georgia Bracey, Pamela L. Gay, Chris J. Lintott, Phil Murray, Kevin Schawinski, Alexander S. Szalay, and Jan Vandenberg. 2010. "Galaxy Zoo: Exploring the Motivations of Citizen Science Volunteers." Astronomy education review 9(1). doi:10.3847/AER2009036.

Reed, J., M. J. Raddick, A. Lardner, and K. Carney. 2013. "An exploratory factor analysis of motivations for participating in Zooniverse, a collection of virtual citizien science projects." Proceedings of HICSS :610–19.

Rey, Pj. 2014. "Gamification and post-fordist capitalism." Pp. 277–95, in The gameful world: Approaches, issues, applications, edited by S. P. Walz and S. Deterding. Cambridge, Mass. [u.a.]: MIT Press.

Rigby, C. S. 2014. "Gamification and Motivation." Pp. 113–38, in The gameful world: Ap-proaches, issues, applications, edited by S. P. Walz and S. Deterding. Cambridge, Mass. [u.a.]: MIT Press.

Ruef, Martin. 2010. The Entrepreneurial Group: Social identities, relations, and collective action. Princeton, NJ: Princeton University Press.

Scheliga, Katja, Sasche Friesike, Cornelius Puschmann, and Benedikt Fecher. 2018. “Setting up crowd science projects.” Public Understanding of Science 27(5):515–34.

Stamm, Isabell, Allan Discua Cruz, and Ludovic Cailleut. 2019. “Entrepreneurial Groups: Definition, Forms and History.” Historical Social Research 44(4):7–41.

Vallabh, Priya, Heila Lotz-Sisitka, Rob O'Donoghue, and Ingrid Schudel. 2016. "Mapping epistemic cultures and learning potential of participants in citizen science projects." Conver-sation Biology 30(3):540–49.

Weinhardt, Michael, and Isabell Stamm. 2019. "Drawing samples for the longitudinal study of entrepreneurial groups from process-generated data: A proposal based on the German Regis-ter of Companies." Historical Social Research 44(4):186–221.

Whitson, Jennifer R. 2014. "Foucault's Fitbit: Governance and Gamification." Pp. 339–58, in The gameful world: Approaches, issues, applications, edited by S. P. Walz and S. Deterding. Cambridge, Mass. [u.a.]: MIT Press.

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Published

2021-10-26

Issue

Vol. 3 No. 3 (2021)

Section

Research Articles

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