Do students know how much (they do not) know? – An investigation of the Dunning–Kruger-effect among business vocational higher education students
DOI:
https://doi.org/10.15170/MM.2022.56.03.01Keywords:
Dunning–Kruger-effect, higher education, vocational higher education, self-assessmentAbstract
THE AIM OF THE PAPER
Main aims of this study are to examine the Dunning–Kruger-effect in business higher education and to investigate whether the accuracy self-assessment can be improved by increasing readiness.
METHODOLOGY
The results of multiple-choice exam tests (N = 359) were compared with the students' own pre- and post-exam selfestimates in linear regression models with control variables.
MOST IMPORTANT RESULTS
Less ready students are more likely to overestimate and be more inaccurate in estimating their own performance. More prepared students are more likely to correct their self-esteem based on the experience gained. This was confirmed both during the exams and between the two exams. In all of these results, we found no gender difference.
RECOMMENDATIONS
Based on our results, both writing the test and the increase in the level of knowledge have reduced self-assessment errors, so it is recommended to increase the frequency of testing (by mid-year and / or trial tests) to mitigate the negative impacts of the Dunning–Kruger-effect.
References
Ahmad, Z., Mahmood K. (2021), "Do they perform what they perceive? Examining the IL skills of Pakistani Scientists", Library Philosophy and Practice (e-Journal) 6107, 1-20.
Baartman, L., Ruijs, L. (2011), „Comparing students' perceived and actual competence in higher vocational education”, Assessment & Evaluation in Higher Education, 36(4), 385-398. DOI: 10.1080/02602938.2011.553274
Bakó, M., Szilágyi, R., Ráthonyi, G. (2019), „Hallgatók táblázatkezelési ismerete – különbségek a vélt és valós tudás között. Információs Társadalom, 19(2), 86-107, DOI: 10.22503/inftars.XIX.2019.2.5.
Boud, D., Falchikov, N. (1989), „Quantitative studies of student self-assessment in higher education: a critical analysis of findings”, Higher Education, 18(5), 529-549. DOI: 10.1007/BF00138746
Christopher, K. I., Padmakumari, P., Herbert H. S. (2021), “Presence or absence of Dunning-Kruger effect: Differences in narcissism, general self-efficacy and decision-making styles in young adults”, Current Psychology. DOI: 10.1007/s12144-021-01461-9
Connor, M. C., Glass, B. H., Shultz, G. V. (2021), “Development of the NMR Lexical Representational Competence (NMR-LRC) Instrument As a Formative Assessment of Lexical Ability in 1H NMR Spectroscopy", Journal of Chemical Education, 98(9), 2786-2798. DOI: 10.1021/acs.jchemed.1c00332
Dunning, D., Heath, C., Suls, J. (2004), „Flawed self-assessment: implications for health, education, and the workplace”, Psychological Science in the Public Interest, 5(3), 69–106. DOI: 10.1111/j.1529-1006.2004.00018.x
Edwards, R. K., Kellner, K. R., Sistrom, C. L., Magyari, E. J. (2003), „Medical student self-assessment of performance on an obstetrics and gynecology clerkship”, American Journal of Obstetrics and Gynecology, 188(4), 1078–1082. DOI: 10.1067/mob.2003.249
Ehrlinger, J., Johnson, K., Banner, M., Dunning, D., Kruger, J. (2008), „Why the unskilled are unaware: further explorations of (absent) self-insight among the incompetent”, Organizational Behavior and Human Decision Processes, 105(1), 98–121. DOI: 10.1016/j.obhdp.2007.05.002
Eva, K. W., Cunnington, J. P.W., Reiter, H. I., Keane, D. R., Norman, G. R. (2004), “How Can I Know What I Don’t Know? Poor Self Assessment in a Well-defined Domain”, Advances in Health Sciences Education. 9(3), 211–224. DOI: 10.1023/B:AHSE.0000038209.65714.d4
Fitzgerald, J. T., White, C. B., Gruppen, L. D. (2003), „A longitudinal study of self-assessment accuracy”, Medical Education, 37(7), 645-649. DOI: 10.1046/j.1365-2923.2003.01567.x
Gignac, G. E. (2018), „Socially desirable responding suppresses the association between self-assessed intelligence and task-based intelligence”, Intelligence, 69, 50–58. DOI: doi.org/10.1016/j.intell.2018.05.003.
Gignac, G. E. (2022), "The association between objective and subjective financial literacy: Failure to observe the Dunning-Kruger effect", Personality and Individual Differences, 184(4), 111224. DOI: 10.1016/j.paid.2021.111224
Gignac, G. E., Zajenkowski, M. (2020), "The Dunning-Kruger effect is (mostly) a statistical artefact: Valid approaches to testing the hypothesis with individual differences data", Intelligence, 80, 101449. DOI: 10.1016/j.intell.2020.101449
Gonda T. (2022), „Observing the Dunning-Kruger Effect in the Results of Tourism Studies”, Journal of Environmental Management and Tourism, 13(6), 1551 - 1556. DOI: 10.14505/jemt.v13.6(62).03
Gottfried P. (2019), „A saját tudás túlértékelésének tendenciája utánpótláskorú labdarúgók körében”, Régiókutatás Szemle, 4(1), 40-46. DOI: 10.30716/RSZ/2019/1/4
Haun, D. E., Zeringue, A., Leach, A., Foley, A. (2000), „Assessing the competence of specimen-processing personnel”, Laboratory Medicine, 31(11), 633-637. DOI: 10.1309/8Y66-NCN2-J8NH-U66R
Jansen, R. A., Raferty, A. N., Griffiths, T. L. (2021), „A rational model of the Dunning-Kruger effect support insensitivity to evidence in low performers”, Nature Human Behaviour, 5(6), 756-763. DOI: 10.1038/s41562-021-01057-0
Karnilowicz, W. (2012), „A Comparison of Self-Assessment and Tutor Assessment of Undergraduate Psychology Students”, Social Behavior and Personality, 40(4), 591-604. DOI: 10.2224/sbp.2012.40.4.591
Kiss Zs., Barizsné H. E. (2017), „Felsőoktatási szakképzésben részt vevő hallgatók önértékelése”, International Journal of Engineering and Management Sciences / Műszaki és Menedzsment Tudományi Közlemények, 2(4), 223-231. DOI: 10.21791/IJEMS.2017.4.19
Kiss Zs., Barizsné H. E., Máté D. (2017), „Advanced Level Vocational Training Students’ Self Assessment”, Network Intelligence Studies, 5(1), 25-32.
Kruger, J., Dunning, D. (1999), „Unskilled and unaware of it: How difficulties in recognizing one’s own incompetence lead to inflated self-assessments”, Journal of Personality and Social Psychology, 77(6), 1121-1134. DOI: 10.1037/0022-3514.77.6.1121
Kun A. I. (2016), „A comparison of self- vs. tutor assessment among Hungarian undergraduate business students”, Assessment & Evaluation in Higher Education, 41(3), 350-367. DOI: 10.1080/02602938.2015.1011602
Lynn, D. J., Holzer, C., O’Neill, P. (2006), „Relationships between self-assessment skills, test performance, and demographic variables in psychiatry residents”, Advances in Health Sciences Education, 11(1), 51–60. DOI: 10.1007/s10459-005-5473-4
Macdonald, A. (2004), „Student self-evaluation of coursework assignments: a route to better perception of quality”, Learning and Teaching in Higher Education, 1(1), 102–107.
McIntosh, R. D., Fowler, E. A., Lyu, T., Sala S. D. (2019), "Wise up: Clarifying the role of metacognition in the Dunning-Kruger effect", Journal of Experimental Psychology: General, 148(11), 1882-1897, DOI: 10.1037/xge0000579"
Muller, A., Sirianni, L. A., Addante, R. J. (2021), “Neural correlates of the Dunning–Kruger effect", European Journal of Neuroscience, 53(2), 460-484. DOI: 10.1111/ejn.14935
Nierenberg, E., Dahl, T. I. (2021), "Is information literacy ability, and metacognition of that ability, related to interest, gender, or education level? A cross-sectional study of higher education students", Journal of Librarianship and Information Science, 1(1), 1-13, DOI: 10.1177/09610006211058907
Osterhage, J. L. (2021), "Persistent miscalibration for low and high achievers despite practice test feedback in an introductory biology course", Journal of Microbiology and Biology Education, 22(2), 1-11. DOI: 10.1128/JMBE.00139-21
Ross, J. A. (2006), „The Reliability, Validity, and Utility of Self-Assessment”, Practical Assessment, Research & Evaluation, 11(10), 1-13. DOI: 10.7275/9wph-vv65
Sundström, A. (2005), „Self-assessment of knowledge and abilities: A literature study”, Educational measurements, 54, Umeå University, Umeå, Sweden.
Tremayne, K. S., Newbery, G., Tremayne, P., Nolan, K.A., (2021), “Can the Dunning-Kruger effect occur in the motor performance domain?", International Journal of Sport and Exercise Psychology, 19(3), 1-14. DOI: 10.1080/1612197X.2021.1929396
von Hoyer, J., Pardi, G., Kammerer, Y., Holtz, P. (2019), "Metacognitive judgments in searching as learning (SAL) Tasks: Insights on (Mis-) calibration, multimedia usage, and confidence", in: Ewerth, R., Dietze, S., Hoppe, A., Yu, R. (eds.), SALMM 2019 - Proceedings of the 1st International Workshop on Search as Learning with Multimedia Information, co-located with MM, New York, NY: Association for Computing Machinery, 3-10. DOI: 10.1145/3347451.3356730
Zell, E., Krizan, Z. (2014), „Do people have insight into their abilities? A metasynthesis”, Perspectives on Psychological Science, 9(2), 111–125. DOI: 10.1177/1745691613518075
Zhou, X., Jenkins, R., (2020), "Dunning–Kruger effects in face perception", Cognition, 203, 1-12 DOI: 10.1016/j.cognition.2020.104345
Zimmerman, B. J., Schunk, D. H. (2001), Self-regulated Learning and Academic Achievement: Theoretical Perspectives, Mahwah, NJ: Lawrence Erlbaum.