Students’ perceptions of self-assessment and their approaches to learning in university mathematics
DOI:
https://doi.org/10.31129/LUMAT.10.1.1604Keywords:
mathematics, self-assessment, approaches to learning, gradingAbstract
This study aims at better understanding of the use of self-assessment to support high-achieving students in first-year university mathematics. The students, who had not previously self-assessed their skills and knowledge in mathematics, were given two self-assessment exercises during a calculus course: they assessed their prior knowledge and learning goals in the beginning of the course and the quality of their learning outcomes in the end. Their approaches to learning and perceptions of self-assessment were studied with questionnaires in the beginning and at the end of the course. The students felt that they were able to assess their performance and that self-assessment exercises helped them to learn. Their self-ratings agreed well with the teacher's grading. Self-assessment was implemented to support novice students to adopt a deep approach to learning, and the results showing a statistically significant decrease in unreflective approach give an encouraging signal.
References
Andrade, H., & Du, Y. (2007). Student responses to criteria‐referenced self‐assessment. Assessment & Evaluation in Higher Education, 32(2), 159–181. https://doi.org/10.1080/02602930600801928
Andrade, H., & Valtcheva, A. (2009). Promoting Learning and Achievement Through Self-Assessment. Theory Into Practice, 48(1), 12–19. https://doi.org/10.1080/00405840802577544
Asikainen, H., & Gijbels, D. (2017). Do Students Develop Towards More Deep Approaches to Learning During Studies? A Systematic Review on the Development of Students’ Deep and Surface Approaches to Learning in Higher Education. Educational Psychology Review, 29(2), 205–234. https://doi.org/10.1007/s10648-017-9406-6
Asikainen, H., Virtanen, V., Postareff, L., & Heino, P. (2014). The validity and students’ experiences of peer assessment in a large introductory class of gene technology. Studies in Educational Evaluation, 43, 197–205. https://doi.org/10.1016/j.stueduc.2014.07.002
Biggs, J. B. (2003). Teaching for quality learning at university: What the student does (2nd ed). Society for Research into Higher Education : Open University Press.
Boud, D. (2000). Sustainable Assessment: Rethinking assessment for the learning society. Studies in Continuing Education, 22(2), 151–167.
Boud, D., Dawson, P., Bearman, M., Bennett, S., Joughin, G., & Molloy, E. (2018). Reframing assessment research: Through a practice perspective. Studies in Higher Education, 43(7), 1107–1118. https://doi.org/10.1080/03075079.2016.1202913
Boud, D., Lawson, R., & Thompson, D. G. (2013). Does student engagement in self-assessment calibrate their judgement over time? Assessment & Evaluation in Higher Education, 38(8), 941–956. https://doi.org/10.1080/02602938.2013.769198
Boud, D., Lawson, R., & Thompson, D. G. (2015). The calibration of student judgement through self-assessment: Disruptive effects of assessment patterns. Higher Education Research & Development, 34(1), 45–59. https://doi.org/10.1080/07294360.2014.934328
Brown, G. T. L., Gebril, A., & Michaelides, M. P. (2019). Teachers’ Conceptions of Assessment: A Global Phenomenon or a Global Localism. Frontiers in Education, 4, 16. https://doi.org/10.3389/feduc.2019.00016
Capan Melser, M., Lettner, S., Bäwert, A., Puttinger, C., & Holzinger, A. (2020). Pursue today and assess tomorrow—How students’ subjective perceptions influence their preference for self- and peer assessments. BMC Medical Education, 20(1), 479. https://doi.org/10.1186/s12909-020-02383-z
Crisp, G. T. (2012). Integrative assessment: Reframing assessment practice for current and future learning. Assessment & Evaluation in Higher Education, 37(1), 33–43. https://doi.org/10.1080/02602938.2010.494234
Ćukušić, M., Garača, Ž., & Jadrić, M. (2014). Online self-assessment and students’ success in higher education institutions. Computers & Education, 72, 100–109. https://doi.org/10.1016/j.compedu.2013.10.018
Diplomi-insinööri- ja arkkitehtikoulutuksen yhteisvalinta: Aikataulut ja tulokset. (2020). DIA. https://dia.fi/lisatietojahakemisesta/aikataulut-ja-tulokset/
Diseth, Å., & Martinsen, Ø. (2003). Approaches to Learning, Cognitive Style, and Motives as Predictors of Academic Achievement. Educational Psychology, 23(2), 195–207. https://doi.org/10.1080/01443410303225
Entwistle, N. J. (2009). Teaching for understanding at university: Deep approaches and distinctive ways of thinking. Palgrave Macmillan.
Entwistle, N. J., & Ramsden, P. (1983). Understanding student learning. Croom Helm [u.a.].
Falchikov, N., & Boud, D. (1989). Student Self-Assessment in Higher Education: A Meta-Analysis. Review of Educational Research, 59(4), 395–430. https://doi.org/10.3102/00346543059004395
Fernández-Ruiz, J., & Panadero, E. (2020). Comparison between conceptions and assessment practices among secondary education teachers: More differences than similarities (Comparación entre concepciones y prácticas de evaluación en profesores de Educación Secundaria: más diferencias que semejanzas). Journal for the Study of Education and Development, 43(2), 309–346. https://doi.org/10.1080/02103702.2020.1722414
González-Betancor, S. M., Bolívar-Cruz, A., & Verano-Tacoronte, D. (2019). Self-assessment accuracy in higher education: The influence of gender and performance of university students. Active Learning in Higher Education, 20(2), 101–114. https://doi.org/10.1177/1469787417735604
Halinen, K., Ruohoniemi, M., Katajavuori, N., & Virtanen, V. (2014). Life science teachers’ discourse on assessment: A valuable insight into the variable conceptions of assessment in higher education. Journal of Biological Education, 48(1), 16–22. https://doi.org/10.1080/00219266.2013.799082
Hosein, A., & Harle, J. (2018). The relationship between students’ prior mathematical attainment, knowledge and confidence on their self-assessment accuracy. Studies in Educational Evaluation, 56, 32–41. https://doi.org/10.1016/j.stueduc.2017.10.008
Iannone, P., & Simpson, A. (2015). Students’ preferences in undergraduate mathematics assessment. Studies in Higher Education, 40(6), 1046–1067. https://doi.org/10.1080/03075079.2013.858683
Ibabe, I., & Jauregizar, J. (2010). Online self-assessment with feedback and metacognitive knowledge. Higher Education, 59(2), 243–258. https://doi.org/10.1007/s10734-009-9245-6
Kearney, S., Perkins, T., & Kennedy-Clark, S. (2016). Using self- and peer-assessments for summative purposes: Analysing the relative validity of the AASL (Authentic Assessment for Sustainable Learning) model. Assessment & Evaluation in Higher Education, 41(6), 840–853. https://doi.org/10.1080/02602938.2015.1039484
Kissling, E. M., & O’Donnell, M. E. (2015). Increasing language awareness and self-efficacy of FL students using self-assessment and the ACTFL proficiency guidelines. Language Awareness, 24(4), 283–302. https://doi.org/10.1080/09658416.2015.1099659
Kun, A. I. (2016). A comparison of self versus tutor assessment among Hungarian undergraduate business students. Assessment & Evaluation in Higher Education, 41(3), 350–367. https://doi.org/10.1080/02602938.2015.1011602
Kyndt, E., Dochy, F., Struyven, K., & Cascallar, E. (2011). The direct and indirect effect of motivation for learning on students’ approaches to learning through the perceptions of workload and task complexity. Higher Education Research & Development, 30(2), 135–150. https://doi.org/10.1080/07294360.2010.501329
Lindblom-Ylänne, S., Parpala, A., & Postareff, L. (2019). What constitutes the surface approach to learning in the light of new empirical evidence? Studies in Higher Education, 44(12), 2183–2195. https://doi.org/10.1080/03075079.2018.1482267
Marton, F., & Säljö, R. (1976a). On qualitative differences in learning I: Outcome and process. British Journal of Educational Psychology, 46(1), 4–11. https://doi.org/10.1111/j.2044-8279.1976.tb02980.x
Marton, F., & Säljö, R. (1976b). On qualitative differences in learning II: Outcome as a function of the learner’s conception of the task. British Journal of Educational Psychology, 46(2), 115–127. https://doi.org/10.1111/j.2044-8279.1976.tb02304.x
Mayring, P. (2014). Qualitative content analysis: Theoretical foundation, basic procedures and software solution.
McMillan, J. H., & Hearn, J. (2008). Student Self-Assessment: The Key to Stronger Student Motivation and Higher Achievement. Educational Horizons, 87(1), 40–49.
Minbashian, A., Huon, G. F., & Bird, K. D. (2004). Approaches to studying and academic performance in short-essay exams. Higher Education, 47(2), 161–176. https://doi.org/10.1023/B:HIGH.0000016443.43594.d1
Mok, M. M. C., Lung, C. L., Cheng, D. P. W., Cheung, R. H. P., & Ng, M. L. (2006). Self‐assessment in higher education: Experience in using a metacognitive approach in five case studies. Assessment & Evaluation in Higher Education, 31(4), 415–433. https://doi.org/10.1080/02602930600679100
Ndoye, A. (2017). Peer/self-assessment and student learning. International Journal of Teaching and Learning in Higher Education, 29(2), 255–269.
Nieminen, J. H., Asikainen, H., & Rämö, J. (2021). Promoting deep approach to learning and self-efficacy by changing the purpose of self-assessment: A comparison of summative and formative models. Studies in Higher Education, 46(7), 1296–1311. https://doi.org/10.1080/03075079.2019.1688282
Nieminen, J. H., & Tuohilampi, L. (2020). ‘Finally studying for myself’ – examining student agency in summative and formative self-assessment models. Assessment & Evaluation in Higher Education, 45(7), 1031–1045. https://doi.org/10.1080/02602938.2020.1720595
Nikou, S. A., & Economides, A. A. (2016). The impact of paper-based, computer-based and mobile-based self-assessment on students’ science motivation and achievement. Computers in Human Behavior, 55, 1241–1248. https://doi.org/10.1016/j.chb.2015.09.025
Öhrstedt, M., & Lindfors, P. (2019). First-semester students’ capacity to predict academic achievement as related to approaches to learning. Journal of Further and Higher Education, 43(10), 1420–1432. https://doi.org/10.1080/0309877X.2018.1490950
Panadero, E., Brown, G. T. L., & Strijbos, J.-W. (2016). The Future of Student Self-Assessment: A Review of Known Unknowns and Potential Directions. Educational Psychology Review, 28(4), 803–830. https://doi.org/10.1007/s10648-015-9350-2
Panadero, E., & Jonsson, A. (2013). The use of scoring rubrics for formative assessment purposes revisited: A review. Educational Research Review, 9, 129–144. https://doi.org/10.1016/j.edurev.2013.01.002
Panadero, E., & Romero, M. (2014). To rubric or not to rubric? The effects of self-assessment on self-regulation, performance and self-efficacy. Assessment in Education: Principles, Policy & Practice, 21(2), 133–148. https://doi.org/10.1080/0969594X.2013.877872
Parpala, A., & Lindblom-Ylänne, S. (2012). Using a research instrument for developing quality at the university. Quality in Higher Education, 18(3), 313–328. https://doi.org/10.1080/13538322.2012.733493
Parpala, Anna., Lindblom-Ylänne, Sari., Komulainen, Erkki., Litmanen, Topi., & Hirsto, Laura. (2010). Students’ approaches to learning and their experiences of the teaching-learning environment in different disciplines. British Journal of Educational Psychology, 80(2), 269–282. https://doi.org/10.1348/000709909X476946
Pereira, D., Niklasson, L., & Flores, M. A. (2017). Students’ perceptions of assessment: A comparative analysis between Portugal and Sweden. Higher Education, 73(1), 153–173. https://doi.org/10.1007/s10734-016-0005-0
Postareff, L., Virtanen, V., Katajavuori, N., & Lindblom-Ylänne, S. (2012). Academics’ conceptions of assessment and their assessment practices. Studies in Educational Evaluation, 38(3–4), 84–92. https://doi.org/10.1016/j.stueduc.2012.06.003
Rust, C., O’Donovan, B., & Price, M. (2005). A social constructivist assessment process model: How the research literature shows us this could be best practice. Assessment & Evaluation in Higher Education, 30(3), 231–240. https://doi.org/10.1080/02602930500063819
Siow, L.-F. (2015). Students’ perceptions on self- and peer-assessment in enhancing learning experience. Malaysian Online Journal of Educational Sciences, 3(2), 21–35.
Struyven, K., Dochy, F., & Janssens, S. (2005). Students’ perceptions about evaluation and assessment in higher education: A review1. Assessment & Evaluation in Higher Education, 30(4), 325–341. https://doi.org/10.1080/02602930500099102
Trigwell, K., & Prosser, M. (1991). Relating approaches to study and quality of learning outcomes at the course level. British Journal of Educational Psychology, 61(3), 265–275. https://doi.org/10.1111/j.2044-8279.1991.tb00984.x
Tuohilampi, L., Nieminen, J. H., Häsä, J., & Rämö, J. (2018). The interplay of informative assessment criteria and continuous feedback with mathematics students’ learning orientations. In Proceedings of the 42nd Conference of the International Group for the Psychology of Mathematics Education. PME International Group for the Psychology of Mathematics Education.
Warwick, J., & Howard, A. (2015). Student Self-Assessment of Mathematical Skills: A Pilot Study of Accounting Student. E-Journal of Business Education and Scholarship of Teaching, 9, 1–12.
Willey, K., & Gardner, A. (2010). Investigating the capacity of self and peer assessment activities to engage students and promote learning. European Journal of Engineering Education, 35(4), 429–443. https://doi.org/10.1080/03043797.2010.490577
Yan, Z., & Brown, G. T. L. (2017). A cyclical self-assessment process: Towards a model of how students engage in self-assessment. Assessment & Evaluation in Higher Education, 42(8), 1247–1262. https://doi.org/10.1080/02602938.2016.1260091
Yucel, R., Bird, F. L., Young, J., & Blanksby, T. (2014). The road to self-assessment: Exemplar marking before peer review develops first-year students’ capacity to judge the quality of a scientific report. Assessment & Evaluation in Higher Education, 39(8), 971–986. https://doi.org/10.1080/02602938.2014.880400
Downloads
Published
How to Cite
License
Copyright (c) 2022 Riikka Kangaslampi, Henna Asikainen, Viivi Virtanen
This work is licensed under a Creative Commons Attribution 4.0 International License.