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Towards Equitable Hiring Practices for Engineering Education Institutions: An Individual-Based Simulation Model

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Advances in Software Engineering, Education, and e-Learning

Abstract

This work presents a modelling and simulation study of academic hiring policies to address equity, diversity, and inclusion (EDI) in an engineering program. An agent-based modelling approach is used to investigate the comparative impacts of various EDI hiring interventions on outputs including the time associated with achieving target representation of underrepresented groups, average value (‘qualification score’) of new hires, and number of positions that the best qualified overrepresented group applicant applies for before being hired. The simulation results demonstrate that the time constants for cultural change are long even with proposals that may be considered radical. Also, the simulation results do not support a common argument that EDI initiatives will sacrifice excellence in faculty hiring.

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References

  1. M. Ayre, J. Mills, J. Gill, Yes I do belong’: The women who stay in engineering. Eng. Stud. 5(3), 216–232 (2013)

    Article  Google Scholar 

  2. N.A. Fouad, W.-H. Chang, M. Wan, R. Singh, Women’s reasons for leaving the engineering field. Front. Psychol., 1–11 (2017)

    Google Scholar 

  3. N.A. Fouad, R. Singh, M. Fitzpatrick, J. Liu, Stemming the Tide: Why Women Leave Engineering (University of Wisconsin-Milwaukee, Milwaukee, 2012) Retrieved from http://www.daweg.com/documents/resources/Stemming_the_Tide.pdf

    Google Scholar 

  4. S. Ingram, Assessing the impact of career and family choices in mid-life: Striking the right balance for women engineers in their 40s. Int. J. Eng. Educ. 23(5), 954–959 (2007)

    Google Scholar 

  5. J. Hunt, Why do women leave science and engineering? Indust. Labor Relat. Rev. 69(1), 199–226 (2016)

    Article  Google Scholar 

  6. Institution of Mechanical Engineers, Stay or Go: The Experience of Female Engineers in Early Career (Institution of Mechanical Engineers, 2017)., available https://www.imeche.org/policy-and-press/reports/detail/stay-or-go.-the-experience-of-female-engineers-in-early-career

    Google Scholar 

  7. Engineers Canada, 2018 National Membership Information (Engineers Canada, Ottawa, 2018)

    Google Scholar 

  8. Engineers Geoscientists Manitoba, Annual Report 2016–2017 (Engineers Geoscientists Manitoba, Winnipeg, 2017)

    Google Scholar 

  9. S.A. Hewlett, M. Marshall, L. Sherbin, How diversity can drive innovation. Harvard Bus Rev (2013) available https://hbr.org/2013/12/how-diversity-can-drive-innovation

  10. McKinsey & Company, 2018, Delivering through Diversity., available https://www.mckinsey.com/business-functions/organization/our-insights/delivering-through-diversity?cid=other-eml-nsl-mip-mck-oth-1802

    Google Scholar 

  11. World Economic Forum, 2019, The Business Case for Diversity in the Workplace is Now Overwhelming., available https://www.weforum.org/agenda/2019/04/business-case-for-diversity-in-the-workplace/

    Google Scholar 

  12. L. Smith Doerr, S. Alegria, T. Sacco, How diversity matters in the US science and engineering workforce: A critical review considering integration of teams, fields, and organizational contexts. Engag. Sci. Technol. Soc., 139–153 (2017)

    Google Scholar 

  13. A.W. Woolley, C.F. Chabris, A. Pentland, N. Hashmi, T.W. Malone, Evidence for a collective intelligence factor in the performance of human groups. Science 330, 686–688 (2010)

    Article  Google Scholar 

  14. C.C. Perez, Invisible Women: Exposing Data Bias in a World Designed for Men (Random House, 2019)

    Google Scholar 

  15. E. Bonabeau, Agent-based modeling: Methods and techniques for simulating human systems. Proc. Natl. Acad. Sci. U. S. A. 99(Suppl. 3), 7280–7287 (2002)

    Article  Google Scholar 

  16. U. Wilensky, W. Rand, An Introduction to Agent-Based Modeling: Modeling Natural, Social, and Engineered Complex Systems with NetLogo (MIT Press, 2015)

    Google Scholar 

  17. W. Rand, R.T. Rust, Agent-based modeling in marketing: Guidelines for rigor. Int. J. Res. Mark. 28(3), 181–193 (2011)

    Article  Google Scholar 

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Correspondence to Marcia R. Friesen .

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Friesen, M.R., McLeod, R.D. (2021). Towards Equitable Hiring Practices for Engineering Education Institutions: An Individual-Based Simulation Model. In: Arabnia, H.R., Deligiannidis, L., Tinetti, F.G., Tran, QN. (eds) Advances in Software Engineering, Education, and e-Learning. Transactions on Computational Science and Computational Intelligence. Springer, Cham. https://doi.org/10.1007/978-3-030-70873-3_18

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  • DOI: https://doi.org/10.1007/978-3-030-70873-3_18

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  • Print ISBN: 978-3-030-70872-6

  • Online ISBN: 978-3-030-70873-3

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