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Learning Designs for Developing Open Data Competencies in Elementary School

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Electronic Government (EGOV 2024)

Abstract

Current literature argues that the lack of skills for users to engage in Open Data ecosystems is a primary barrier to expanding the benefits of Open Data in society. Although schools have been identified as potential actors in promoting Open Data literacy goals, educational approaches to support this aim have not been clearly defined. Our previous research on Open Data skills definition indicates that focusing on data literacy and real-world problem-solving is crucial in Open Data Education. In the current study, we apply a design-based research methodological framework to investigate how learning designs for building Open Data competencies in elementary school can be developed and what educational design elements are relevant. Design-based research proposes iterative cycles including problem definition, design, intervention, analysis and redesign. An exploratory cycle from problem definition to the first intervention with an educational open data design has been conducted. Central design elements, including elements of game-based learning, are identified by reviewing the domains of data literacy and real-world problem-solving. An educational design was tested in a Danish school with 39 pupils aged 15 to 16 in 9th-grade and five teachers. Following a thematic network analysis methodology, the results provide a contextual understanding of the competencies and skills for using Open Data in elementary school, how to keep students interested and engaged, and the importance of authenticity for Open Data learning designs. We propose a game design, making a parallel between learning and game design elements. The game design uses Open Government Data, and authentic Open Data practices for engaging elementary school students in developing Open Data competencies. Our study contributes to the understanding of social contexts and new technologies in the Open Data field showing the value of real-world applications and public value generation using Open Government Data.

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References

  1. Janssen, M., Charalabidis, Y., Zuiderwijk, A.: Benefits, adoption barriers and myths of open data and open government. Inf. Syst. Manag. 29, 258–268 (2012). https://doi.org/10.1080/10580530.2012.716740

    Article  Google Scholar 

  2. Sieber, R.E., Johnson, P.A.: Civic open data at a crossroads: dominant models and current challenges. Gov. Inf. Q. 32, 308–315 (2015). https://doi.org/10.1016/j.giq.2015.05.003

    Article  Google Scholar 

  3. Zuiderwijk, A., Shinde, R., Janssen, M.: Investigating the attainment of open government data objectives: is there a mismatch between objectives and results? Int. Rev. Adm. Sci. 85, 645–672 (2019). https://doi.org/10.1177/0020852317739115

    Article  Google Scholar 

  4. Loenen Van, B., et al.: Towards value-creating and sustainable open data ecosystems: a comparative case study and a research agenda. JeDEM - eJournal eDemocracy Open Gov. 13, 1–27 (2021). https://doi.org/10.29379/jedem.v13i2.644

  5. Harrison, T.M., Pardo, T.A., Cook, M.: Creating open government ecosystems: a research and development agenda. Future Internet 4, 900–928 (2012). https://doi.org/10.3390/fi4040900

    Article  Google Scholar 

  6. Pedersen, A.Y., Caviglia, F.: Data literacy as a compound competence. In: Antipova, T., Rocha, A. (eds.) Digital Science. DSIC18 2018. AISC, vol. 850, pp. 166–173. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-02351-5_21

  7. Cook, K., Cakirlar, C., Goddard, T., Demuth, R.C., Wells, J.: Teaching open science: published data and digital literacy in archaeology classrooms. Adv. Archaeol. Pract. 6, 144–156 (2018). https://doi.org/10.1017/aap.2018.5

    Article  Google Scholar 

  8. International Open Data charter. 2015. INTERNATIONAL OPEN DATA CHARTER - Principles

    Google Scholar 

  9. Atenas, J., Leo, H.: Open Data & Education. [object Object] (2018). https://doi.org/10.5281/ZENODO.1544941

  10. Vargas, A.C., Magnussen, R., Mulder, I., Larsen, B.: Towards a framework for open data literacy in education: a systematic mapping review of Open Data skills and learning approaches. Interact. Des. Archit. 133–151 (2023). https://doi.org/10.55612/s-5002-057-008

  11. Saddiqa, M., Larsen, B., Magnussen, R., Rasmussen, L.L., Pedersen, J.M.: Open data visualization in danish schools: a case study. J. WSCG 2019, 17–26 (2019). https://doi.org/10.24132/CSRN.2019.2902.2.3

  12. Wolff, A., Gooch, D., Montaner, J.J.C., Rashid, U., Kortuem, G.: Creating an understanding of data literacy for a data-driven society. J. Community Inform. 12 (2016). https://doi.org/10.15353/joci.v12i3.3275

  13. Coughlan, T.: The use of open data as a material for learning. Educ. Tech. Res. Dev. 68, 383–411 (2020). https://doi.org/10.1007/s11423-019-09706-y

    Article  Google Scholar 

  14. Saddiqa, M., Rasmussen, L., Magnussen, R., Larsen, B., Pedersen, J.M.: Bringing open data into Danish schools and its potential impact on school pupils. In: Proceedings of the 15th International Symposium on Open Collaboration, OpenSym 2019 (2019). https://doi.org/10.1145/3306446.3340821

  15. Saddiqa, M., Magnussen, R., Larsen, B., Pedersen, J.M.: Digital innovation in education: perspectives, opportunities and challenges of educational open data and sensor data. In: CEUR Workshop Proceedings, vol. 2991, pp. 74–83 (2021)

    Google Scholar 

  16. Atenas, J., Havemann, L., Priego, E.: Open data as open educational resources: towards transversal skills and global citizenship. Open Praxis 7 (2015). https://doi.org/10.5944/openpraxis.7.4.233

  17. Pellegrino, M., Antelmi, A.: At school of open data: a literature review. In: Proceedings of the 15th International Conference on Computer Supported Education, pp. 172–183. Prague, Czech Republic: SCITEPRESS - Science and Technology Publications (2023). https://doi.org/10.5220/0011747500003470

  18. Wolff, A., Montaner, J.J.C., Kortuem, G.: Urban Data in the primary classroom: bringing data literacy to the UK curriculum. J. Community Inform. 12 (2016). https://doi.org/10.15353/joci.v12i3.3278

  19. Deahl, E.S.: Better the data you know: developing youth data literacy in schools and informal learning environments. SSRN Electron. J. (2014). https://doi.org/10.2139/ssrn.2445621

  20. Sarathy, V.: Real world problem-solving. Front. Hum. Neurosci. 12, 261 (2018). https://doi.org/10.3389/fnhum.2018.00261

    Article  Google Scholar 

  21. Vahey, P., Rafanan, K., Patton, C., Swan, K., van’t Hooft, M., Kratcoski, A., Stanford, T.: A cross-disciplinary approach to teaching data literacy and proportionality. Educ. Stud. Math. 81, 179–205 (2012). https://doi.org/10.1007/s10649-012-9392-z

  22. Bhargava, R., Deahl, E., Letouzé, E., Noonan, A., Sangokoya, D., Shoup, N.: Beyond data literacy: Reinventing community engagement and empowerment in the age of data. Data-Pop Alliance White Paper Series. Data-Pop Alliance (Harvard HumanitarianInitiative, MIT Lad and Overseas Development Institute) and Internews (2015)

    Google Scholar 

  23. Romero, M., Usart, M., Ott, M.: Can serious games contribute to developing and sustaining 21st century skills? Games Cult. 10, 148–177 (2015). https://doi.org/10.1177/1555412014548919

    Article  Google Scholar 

  24. Van Laar, E., Van Deursen, A.J., Van Dijk, J.A., De Haan, J.: The relation between 21st-century skills and digital skills: a systematic literature review. Comput. Hum. Behav. 72, 577–588 (2017).https://doi.org/10.1016/j.chb.2017.03.010

  25. Wisniewski, M.A.: Leadership and the millennials: transforming today’s technological teens into tomorrow’s leaders. J. Leadersh. Educ. 9, 53–67 (2010). https://doi.org/10.12806/V9/I1/RF4

  26. Bellanca, J.A., Brandt, R.S. (eds.): 21st century skills: rethinking how students learn. Leading Edge 5. Solution Tree Press, Bloomington, IN (2010)

    Google Scholar 

  27. Binkley, M., et al.: Defining twenty-first century skills. In: Griffin, P., McGaw, B., Care, E. (eds.) Assessment and Teaching of 21st Century Skills, pp. 17–66. Springer, Dordrecht (2012). https://doi.org/10.1007/978-94-007-2324-5_2

  28. Dede, C.: Comparing frameworks for 21st century skills. In: 21st Century Skills: Rethinking How Students Learn, pp. 51–76. Solution Tree Press, Bloomington, IN (2010)

    Google Scholar 

  29. Dewey, J.: How We Think: A Restatement of the Relation of Reflective Thinking to the Educative Process. Heath & Co Publishers, Boston, New York (1933)

    Google Scholar 

  30. Freire, P.: Pedagogy of the Oppressed. Bloomsbury Publishing, London (2000)

    Google Scholar 

  31. Brown, J.S., Collins, A., Duguid, P.: Situated cognition and the culture of learning. Educ. Res. 18, 32–42 (1989). https://doi.org/10.3102/0013189X018001032

    Article  Google Scholar 

  32. Oh, E.: Collaborative group work in an online learning environment: a design research study. Dissertation. University of Georgia (2011)

    Google Scholar 

  33. Clinton, G., Rieber, L.P.: The Studio experience at the University of Georgia: an example of constructionist learning for adults. Educ. Tech. Res. Dev. 58, 755–780 (2010). https://doi.org/10.1007/s11423-010-9165-2

    Article  Google Scholar 

  34. Beetham, H.: An Approach to Learning Activity Design. In: Rethinking Pedagogy for a Digital Age, 1st ed. Routledge, New York (2007)

    Google Scholar 

  35. Beetham, H.: Learning activities and activity systems. In: Beetham, H., Sharpe, R. (eds.) Rethinking Pedagogy for a Digital Age, 3rd ed., pp. 32–48. Third Edition. | New York : Routledge, 2020. | “Second edition published by Routledge 2010”–T.p. verso.: Routledge (2019). https://doi.org/10.4324/9781351252805-3

  36. Van Audenhove, L., Vermeire, L., Van den Broeck, W., Demeulenaere, A.: Data literacy in the new EU DigComp 2.2 framework how DigComp defines competences on artificial intelligence, internet of things and data. Inf. Learn. Sci. (2024). https://doi.org/10.1108/ILS-06-2023-0072

  37. Bakker, A.: Design Research in Education: A Practical Guide for Early Career Researchers. Routledge, Abingdon, Oxon, New York, NY (2018)

    Google Scholar 

  38. Anderson, T., Shattuck, J.: Design-based research: a decade of progress in education research? Educ. Res. 41, 16–25 (2012). https://doi.org/10.3102/0013189X11428813

    Article  Google Scholar 

  39. Open Data DK. 2023. Open Data Portal

    Google Scholar 

  40. Braun, V., Clarke, V.: Using thematic analysis in psychology. Qual. Res. Psychol. 3, 77–101 (2006). https://doi.org/10.1191/1478088706qp063oa

    Article  Google Scholar 

  41. Attride-Stirling, J.: Thematic networks: an analytic tool for qualitative research. Qual. Res. 1, 385–405 (2001). https://doi.org/10.1177/146879410100100307

    Article  Google Scholar 

  42. Gee, J.P.: What Video Games Have to Teach Us About Learning and Literacy. 1. paperback ed. Education. Palgrave Macmillan, New York, NY (2004)

    Google Scholar 

  43. Greeno, J.G., Gresalfi, M.S.: Opportunities to learn in practice and identity. In: Moss, P.A., Pullin, D.C., Gee, J.P., Haertel, E.H., Young, L.J. (eds.) Assessment, Equity, and Opportunity to Learn, 1st ed., pp. 170–199. Cambridge University Press (2008). https://doi.org/10.1017/CBO9780511802157.009

  44. Costikyan, G.: I have no words & i must design: toward a critical vocabulary for games. In: Tampere University Press, June, 2002: Computer Games and Digital Cultures Conference Proceedings, vol. 1 (2002)

    Google Scholar 

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Acknowledgments

This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 955569. The opinions expressed in this document reflect only the author’s view and in no way reflect the European Commission’s opinions. The European Commission is not responsible for any use that may be made of the information it contains.

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Correspondence to Alejandra Celis Vargas , Rikke Magnussen , Ingrid Mulder or Birger Larsen .

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Vargas, A.C., Magnussen, R., Mulder, I., Larsen, B. (2024). Learning Designs for Developing Open Data Competencies in Elementary School. In: Janssen, M., et al. Electronic Government. EGOV 2024. Lecture Notes in Computer Science, vol 14841. Springer, Cham. https://doi.org/10.1007/978-3-031-70274-7_22

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  • DOI: https://doi.org/10.1007/978-3-031-70274-7_22

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