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The DOI matches its Crossref record; 100 of the 100 references it cites were found in a registry or an index.

Quantitative, Qualitative, and Mixed Research Methods in Engineering Education

Borrego, Maura, Douglas, Elliot P., Amelink, Catherine T.·2009·Journal of Engineering Education

Abstract

The purpose of this research review is to open dialog about quantitative, qualitative, and mixed research methods in engineering education research. Our position is that no particular method is privileged over any other. Rather, the choice must be driven by the research questions. For each approach we offer a definition, aims, appropriate research questions, evaluation criteria, and examples from the Journal of Engineering Education. Then, we present empirical results from a prestigious international conference on engineering education research. Participants expressed disappointment in the low representation of qualitative studies; nonetheless, there appeared to be a strong preference for quantitative methods, particularly classroom‐based experiments. Given the wide variety of issues still to be explored within engineering education, we expect that quantitative, qualitative, and mixed approaches will be essential in the future. We encourage readers to further investigate alternate research methods by accessing some of our sources and collaborating across education/social science and engineering disciplinary boundaries.

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Cites

Show all 100 references

Research works printed but not linked: 37

  1. 10.1002/j.2168-9830.2004.tb00822.x · doi:10.1002/j.2168-9830.2004.tb00822.x
  2. 10.1002/j.2168-9830.2008.tb00964.x · doi:10.1002/j.2168-9830.2008.tb00964.x
  3. 10.1002/j.2168-9830.2005.tb00847.x · doi:10.1002/j.2168-9830.2005.tb00847.x
  4. 10.1002/j.2168-9830.1995.tb00174.x · doi:10.1002/j.2168-9830.1995.tb00174.x
  5. Creswell J.W., 2003, Handbook of mixed methods in social and behavioral research, 209
  6. Crotty M., 2003, The foundations of social research
  7. 10.1002/j.2168-9830.1993.tb01076.x · doi:10.1002/j.2168-9830.1993.tb01076.x
  8. 10.1002/j.2168-9830.2001.tb00577.x · doi:10.1002/j.2168-9830.2001.tb00577.x
  9. 10.1002/j.2168-9830.1993.tb00063.x · doi:10.1002/j.2168-9830.1993.tb00063.x
  10. 10.1002/j.2168-9830.1994.tb01106.x · doi:10.1002/j.2168-9830.1994.tb01106.x
  11. Gentile J.R., 1994, Inaction research: A superior and cheaper alternative for educational researchers, Educational Researcher, 23, 30
  12. 10.1002/j.2168-9830.1998.tb00326.x · doi:10.1002/j.2168-9830.1998.tb00326.x
  13. 10.1002/j.2168-9830.1994.tb00132.x · doi:10.1002/j.2168-9830.1994.tb00132.x
  14. 10.1002/j.2168-9830.1995.tb00143.x · doi:10.1002/j.2168-9830.1995.tb00143.x
  15. 10.1002/j.2168-9830.1996.tb00202.x · doi:10.1002/j.2168-9830.1996.tb00202.x
  16. 10.1002/0471744697 · doi:10.1002/0471744697
  17. Hoaglin D.C., 1982, Data for decisions: Information strategies for policymakers
  18. 10.1002/j.2168-9830.1997.tb00305.x · doi:10.1002/j.2168-9830.1997.tb00305.x
  19. 10.1002/j.2168-9830.2005.tb00851.x · doi:10.1002/j.2168-9830.2005.tb00851.x
  20. 10.1002/j.2168-9830.2002.tb00724.x · doi:10.1002/j.2168-9830.2002.tb00724.x
  21. 10.1002/j.2168-9830.2003.tb00736.x · doi:10.1002/j.2168-9830.2003.tb00736.x
  22. 10.1002/j.2168-9830.1997.tb00293.x · doi:10.1002/j.2168-9830.1997.tb00293.x
  23. 10.1002/j.2168-9830.2001.tb00634.x · doi:10.1002/j.2168-9830.2001.tb00634.x
  24. 10.1002/j.2168-9830.2001.tb00614.x · doi:10.1002/j.2168-9830.2001.tb00614.x
  25. Morse J.M., 2003, Handbook of mixed methods in social and behavioral research, 189
  26. 10.1002/j.2168-9830.2004.tb00811.x · doi:10.1002/j.2168-9830.2004.tb00811.x
  27. 10.1002/j.2168-9830.1996.tb00247.x · doi:10.1002/j.2168-9830.1996.tb00247.x
  28. 10.1002/j.2168-9830.1999.tb00479.x · doi:10.1002/j.2168-9830.1999.tb00479.x
  29. 10.1002/j.2168-9830.1993.tb00080.x · doi:10.1002/j.2168-9830.1993.tb00080.x
  30. Sandelowski M., 2003, Handbook of mixed methods in social and behavioral research, 321
  31. 10.1002/j.2168-9830.2005.tb00863.x · doi:10.1002/j.2168-9830.2005.tb00863.x
  32. 10.3102/0013189X031008025 · doi:10.3102/0013189x031008025
  33. 10.1002/j.2168-9830.2003.tb00743.x · doi:10.1002/j.2168-9830.2003.tb00743.x
  34. Teddlie C., 2003, Handbook of mixed methods in social and behavioral research, 3
  35. 10.1002/j.2168-9830.1995.tb00163.x · doi:10.1002/j.2168-9830.1995.tb00163.x
  36. 10.1002/j.2168-9830.1994.tb00131.x · doi:10.1002/j.2168-9830.1994.tb00131.x
  37. 10.1002/j.2168-9830.1998.tb00382.x · doi:10.1002/j.2168-9830.1998.tb00382.x

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Metadata

Authors
Borrego, M., Douglas, E. P., & Amelink, C. T.
Venue
Journal of Engineering Education
Publisher
Wiley
Published
2009-01
Volume
98
Issue
1
Pages
53-66
ISSN
  • 1069-4730 (ISSN-L)
  • 2168-9830
OpenAlex
W1987639441
Cited by
770
References
100
FWCI
88.73
Type
journal article
Language
en
Open access
closed

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CoChat. (2026). Citation check: Quantitative, Qualitative, and Mixed Research Methods in Engineering Education. https://app.cochat.ai/papers/10.1002/j.2168-9830.2009.tb01005.x
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Borrego, M., Douglas, E. P., & Amelink, C. T. (2009). Quantitative, Qualitative, and Mixed Research Methods in Engineering Education. Journal of Engineering Education. https://doi.org/10.1002/j.2168-9830.2009.tb01005.x

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Bibliographic data: Semantic Scholar, OpenAlex, Crossref.

Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.