Skip to main content

Peek Over the Fence—How to Introduce Students to Computational Social Sciences

  • Conference paper
  • First Online:
Advances in Social Simulation (ESSA 2019)

Abstract

The aim of the paper is to present an idea on how to introduce students of social sciences to computational approach. We discuss why there is a need to develop computational education in the social sciences and why it is a challenge. We consider barriers related to students and to academic teachers. Then we present the idea on how to help overcome those barriers. Within the project Action for Computational Thinking in Social Sciences we plan to set up a MOOC program on social computation at an introductory level. The program is addressed to learners of social sciences (mostly bachelor level) who often experience high levels of anxiety when it comes to mathematics, computers and formal modeling and have no working knowledge of advanced algebra, mathematical analysis, programming etc., but it is open for larger audience. We aim at providing them with a series of short introductory courses that will give them an opportunity to peek over this fence built of fears, stereotypes and lack of practice. We want to show the learners that computational approach to social sciences is, first, worthwhile, as it provides a new angle to look at societal phenomena and, second, accessible, if only approached from the story side rather than from the mathematical formulas side. We hope this will encourage the learners to engage in more demanding courses or, at minimum, approach the computational social sciences with a better general understanding.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 219.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 279.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 279.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    The first part of the paper is based on a conference paper: Jager et al.“Looking into the educational mirror: why computation is hardly being taught in the social sciences, and what to do about it” [8].

References

  1. M.H. Ashcraft, Math anxiety: Personal, educational, and cognitive consequences. Curr. Dir. Psychol. Sci. 11(5), 181–185 (2002)

    Article  Google Scholar 

  2. C.B. Buschor, S. Berweger, A. Keck Frei, C. Kappler, Majoring in STEM—what accounts for women’s career decision making? A mixed methods study. J. Educ. Res. 107(3), 167–176 (2014)

    Article  Google Scholar 

  3. C. Cioffi-Revilla, Introduction to Computational Social Science. Principles and Applications. London, UK: Springer-Verlag (2014)

    Google Scholar 

  4. Eurostat database, European Comission. (2017)https://ec.europa.eu/eurostat/data/database. Last accessed 2018/03/21.

  5. J. Fraillon, J. Ainley, W. Schulz, T. Friedman, E. Gebhardt, Preparing for life in a digital age: the IEA international computer and information literacy study international report. (2014)

    Google Scholar 

  6. N. Gilbert, K. Troitzsch, Simulation for the Social Scientist. Maindenhead, UK: Open University Press, 2nd ed. (2005)

    Google Scholar 

  7. W. Jager, Enhancing the realism of simulation (EROS): on implementing and developing psychological theory in social simulation. J. Artif. Soc. Soc. Simul. 20(3), 14 (2017). https://doi.org/10.18564/jasss.3522

    Article  Google Scholar 

  8. W. Jager, K. Abramczuk, A. Baczko-Dombi, A. Komendant-Brodowska, B. Fecher, N. Sokolovska, T. Spits, Looking into the educational mirror: why computation is hardly being taught in the social sciences, and what to do about it, in Advances in Social Simulation: Looking in the Mirror Verhagen, ed. by H. Verhagen (Springer Nature, 2020)

    Google Scholar 

  9. K. Metzler, D.A. Kim, N. Allum, A. Denman, Who is doing computational social science? Trends in big data research (White paper). London, UK: SAGE Publishing, (2016). doi: https://doi.org/10.4135/wp160926

  10. P. Nightingale, A. Scott, Peer review and the relevance gap: ten suggestions for policy-makers. Sci. Pub. Policy 34(8), 543–553 (2007)

    Article  Google Scholar 

  11. A.J. Onwuegbuzie, V.A. Wilson, Statistics Anxiety: Nature, etiology, antecedents, effects, and treatments–a comprehensive review of the literature. Teach. High. Educ. 8(2), 195–209 (2003)

    Article  Google Scholar 

  12. Open Science Collaboration, Estimating the reproducibility of psychological science. Science 349(6251) (2015). doi: https://doi.org/10.1126/science.aac4716

  13. I. Rafols, L. Leydesdorff, A. O’Hare, P. Nightingale, A. Stirling, How journal rankings can suppress interdisciplinary research: a comparison between innovation studies and business & management. Res. Policy 41(7), 1262–1282 (2012)

    Article  Google Scholar 

  14. F. Squazzoni, W. Jager, B. Edmonds, Social simulation in the social sciences: a brief overview. Soc. Sci. Comput. Rev. 32(3), 279–294 (2014)

    Article  Google Scholar 

  15. R.R. Vallacher, S.J. Read, A. Nowak (eds.), Computational Social Psychology (Routledge, New York, 2017)

    Google Scholar 

  16. U. Wilensky, Center for Connected Learning and Computer-Based Modeling (Northwestern University, Netlogo, 1999)

    Google Scholar 

  17. D.J. Watts, Should social science be more solution-oriented? Nat. Hum. Behav. 1, 0015 (2017)

    Article  Google Scholar 

  18. M. Zeidner, Statistics and mathematics anxiety in social science students: some interesting parallels. Br. J. Educ. Psychol. 61(3), 319–328 (1991)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Agata Komendant-Brodowska .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2021 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Komendant-Brodowska, A. et al. (2021). Peek Over the Fence—How to Introduce Students to Computational Social Sciences. In: Ahrweiler, P., Neumann, M. (eds) Advances in Social Simulation. ESSA 2019. Springer Proceedings in Complexity. Springer, Cham. https://doi.org/10.1007/978-3-030-61503-1_27

Download citation

Publish with us

Policies and ethics