2,706
Views
2
CrossRef citations to date
0
Altmetric
Articles

Critical thinking and writing in transition to higher education in Finland: do prior academic performance and socioeconomic background matter?

ORCID Icon, ORCID Icon & ORCID Icon
Pages 488-508 | Received 01 Nov 2021, Accepted 05 May 2022, Published online: 19 May 2022

References

  • Aloisi, C., and A. Callaghan. 2018. “Threats to the Validity of the Collegiate Learning Assessment (CLA) as a Measure of Critical Thinking Skills and Implications for Learning Gain.” Higher Education Pedagogies 3 (1): 57–82.
  • Arum, R., and J. Roksa. 2011. Academically Adrift: Limited Learning on College Campuses. Chicago: University of Chicago Press.
  • Badcock, P., P. Pattison, and K.-L. Harris. 2010. “Developing Generic Skills Through University Study: A Study of Arts, Science and Engineering in Australia.” Higher Education 60 (4): 441–458.
  • Borowiec, K., and C. Castle. 2019. “Using Rater Cognition to Improve Generalizability of an Assessment of Scientific Argumentation.” Practical Assessment, Research, and Evaluation 24 (1): 8.
  • Cheung, S., and R. Andersen. 2003. “Time to Read: Family Resources and Educational Outcomes in Britain.” Journal of Comparative Family Studies 34: 413–433.
  • Chiu, M. 2016. “Socio-Economic Status, Inequality and Academic Achievement.” In Socioeconomic Status: Influences, Disparities and Current Issues, edited by Geoffrey Perkins, 1–26. New York: Nova Publishers.
  • Cole, J., and R. Gonyea. 2010. “Accuracy of Self-Reported SAT and ACT Test Scores: Implications for Research.” Research in Higher Education 51 (4): 305–319.
  • De Graaf, P. 1986. “The Impact of Financial and Cultural Resources on Educational Attainment in the Netherlands.” Sociology of Education 59 (4): 237–246.
  • Engzell, P., and J. Jonsson. 2015. “Estimating Social and Ethnic Inequality in School Surveys: Biases from Child Misreporting and Parent Nonresponse.” European Sociological Review 31 (3): 312–325. doi:10.1093/esr/jcv005.
  • Evans, M. D. R., and J. Kelley. 2002. “Cultural Resources and Educational Success: The Beaux Arts vs Scholarly Culture.” In Australian Economy and Society 2001: Education, Work, and Welfare, edited by M. D. R. Evans and J. Kelly, 55–65. Leichhardt: Federation Press.
  • Evans, M. D. R., J. Kelley, and J. Sikora. 2014. “Scholarly Culture and Academic Performance in 42 Nations.” Social Forces 92 (4): 1573–1605.
  • Evans, M. D. R., J. Kelley, J. Sikora, and D. Treiman. 2010. “Family Scholarly Culture and Educational Success: Books and Schooling in 27 Nations.” Research in Social Stratification and Mobility 28 (2): 171–197.
  • Evens, M., A. Verburgh, and J. Elen. 2013. “Critical Thinking in College Freshmen: The Impact of Secondary and Higher Education.” International Journal of Higher Education 2 (3): 139–151.
  • Facione, P. 1990. Critical Thinking: A Statement of Expert Consensus for Purposes of Educational Assessment and Instruction. Newark: American Philosophical Association.
  • Finlex. 2019. “Laki ylioppilastutkinnosta.” https://www.finlex.fi/fi/laki/alkup/2019/20190502.
  • Finnish National Agency for Education. 2015. Lukion opetussuunnitelman perusteet. Helsinki: Finnish National Agency for Education.
  • Finnish National Board on Research Integrity. 2019. The Ethical Principles of Research with Human Participants and Ethical Review in the Human Sciences in Finland. Finnish National Board on Research Integrity TENK: Helsinki.
  • Halpern, D. 2014. Thought and Knowledge: An Introduction to Critical Thinking. 5th ed. London: Psychology Press.
  • Haltia, N., U. Isopahkala-Bouret, and A. Jauhiainen. 2019. “Korkeakoulujen opiskelijavalintauudistus ja aikuisopiskelijan opiskelumahdollisuudet.” Aikuiskasvatus 39 (4): 276–289. doi:10.33336/aik.88081.
  • Heijltjes, A., T. van Gog, J. Leppink, and F. Paas. 2014. “Improving Critical Thinking: Effects of Dispositions and Instructions on Economics Students’ Reasoning Skills.” Learning and Instruction 29: 31–42. doi:10.1016/j.learninstruc.2013.07.003.
  • Heiskala, L., J. Erola, and E. Kilpi-Jakonen. 2021. “Compensatory and Multiplicative Advantages: Social Origin, School Performance, and Stratified Higher Education Enrolment in Finland.” European Sociological Review 37 (2): 171–185.
  • Hu, L., and P. Bentler. 1998. “Fit Indices in Covariance Structure Modeling: Sensitivity to Underparameterized Model Misspecification.” Psychological Methods 3 (4): 424.
  • Hu, L., and P. Bentler. 1999. “Cutoff Criteria for Fit Indexes in Covariance Structure Analysis: Conventional Criteria Versus New Alternatives.” Structural Equation Modeling 6 (1): 1–55. doi:10.1080/10705519909540118.
  • Hyytinen, H., A. Toom, and L. Postareff. 2018. “Unraveling the Complex Relationship in Critical Thinking, Approaches to Learning and Self-Efficacy Beliefs among First-Year Educational Science Students.” Learning and Individual Differences 67: 132–142.
  • Hyytinen, H., A. Toom, and R. Shavelson. 2019. “Enhancing Scientific Thinking Through the Development of Critical Thinking in Higher Education.” In Redefining Scientific Thinking for Higher Education, edited by M. Murtonen and K. Balloo, 59–78. Cham: Palgrave Macmillan. doi:10.1007/978-3-030-24215-2_3.
  • Hyytinen, H., and A. Toom. 2019. “Developing a Performance Assessment Task in the Finnish Higher Education Context: Conceptual and Empirical Insights.” British Journal of Educational Psychology (89): 551–563. doi:10.1111/bjep.12283.
  • Hyytinen, H., J. Ursin, K. Silvennoinen, K. Kleemola, and A. Toom. 2021. “The Dynamic Relationship Between Response Processes and Self-Regulation in Critical Thinking Assessments.” Studies in Educational Evaluation 71. doi:10.1016/j.stueduc.2021.101090.
  • Jerrim, J., L. Volante, D. Klinger, and S. Schnepf. 2019. “Socioeconomic Inequality and Student Outcomes Across Education Systems.” In Socioeconomic Inequality and Student Outcomes: Cross-National Trends, Policies, and Practices, edited by L. Volante, S. Schnepf, J. Jerrim, and D. Klinger, 3–16. Singapore: Springer Singapore. doi:10.1007/978-981-13-9863-6_1.
  • Kaleva, S., J. Pursiainen, M. Hakola, J. Rusanen, and H. Muukkonen. 2019. “Students’ Reasons for STEM Choices and the Relationship of Mathematics Choice to University Admission.” International Journal of STEM Education 6 (1): 43. doi:10.1186/s40594-019-0196-x.
  • Kallio, E., J. Utriainen, M. Niilo-Rämä, and E. Räikkönen. 2018. “Lukiomenestyksen ja yliopisto-opintojen aloitushetken iän yhteys yliopisto-opinnoissa menestymiseen ja opintojen etenemiseen: seurantatutkimus.” Kasvatus 49 (4): 287–296.
  • Kauppinen, M., and J. Marjanen. 2020. Millaista on yhdeksäsluokkalaisten kielellinen osaaminen? Suomen kielen ja kirjallisuuden oppimistulokset perusopetuksen päättövaiheessa 2019. Helsinki: Kansallinen koulutuksen arviointikeskus KARVI.
  • Kilpi-Jakonen, E., J. Erola, and A. Karhula. 2016. “Inequalities in the Haven of Equality? Upper Secondary Education and Entry Into Tertiary Education in Finland.” In Models of Secondary Education and Social Inequality, edited by H.-P. Blossfeld, S. Buchholz, J. Skopek, and M. Triventi, 181–195. Northampton: Edward Elgar Publishing.
  • Kivinen, O., and J. Hedman. 2017. “Ylioppilastutkinnon suorittaneiden ikäluokkaosuudet laskussa”. https://blogit.utu.fi/utu/2017/02/07/ylioppilastutkinnon-suorittaneiden-ikaluokkaosuudet-laskussa/.
  • Kleemola, K., and H. Hyytinen. 2019. “Exploring the Relationship Between Law Students’ Prior Performance and Academic Achievement at University.” Education Sciences 9 (3): 236.
  • Kleemola, K., H. Hyytinen, and A. Toom. 2021. “Exploring Internal Structure of a Performance-Based Critical Thinking Assessment for New Students in Higher Education.” Assessment & Evaluation in Higher Education, 1–14. doi:10.1080/02602938.2021.1946482.
  • Klein, S., R. Benjamin, R. Shavelson, and R. Bolus. 2007. “The Collegiate Learning Assessment: Facts and Fantasies.” Evaluation Review 31 (5): 415–439.
  • Klemenčič, M. 2018. “European Higher Education in 2018.” European Journal of Higher Education 8 (4): 375–377. doi:10.1080/21568235.2018.1542238.
  • Koster, A., and N. Verhoeven. 2017. “Study Success in Science Bachelor Programmes: Predictive Value of Secondary School Grades.” In Higher Education Transitions: Theory and Research, edited by E. Kyndt, V. Donche, K. Trigwell, and S. Lindblom-Ylänne, 84–102. London: Routledge.
  • Kuhn, D. 2005. Education for Thinking. Cambridge: Harvard University Press.
  • Kuhn, D. 2019. “Critical Thinking as Discourse.” Human Development 62 (3): 146–164.
  • Leest, B., and M. Wolbers. 2021. “Critical Thinking, Creativity and Study Results as Predictors of Selection for and Successful Completion of Excellence Programmes in Dutch Higher Education Institutions.” European Journal of Higher Education 11 (1): 29–43. doi:10.1080/21568235.2020.1850310.
  • Lehti, H., and M. Laaninen. 2021. “Perhetaustan yhteys oppimistuloksiin Suomessa PISA-ja rekisteriaineistojen valossa.” Yhteiskuntapolitiikka 86 (5–6): 520–532.
  • Leino, K., A. Ahonen, N. Hienonen, J. Hiltunen, M. Lintuvuori, S. Lähteinen, J. Lämsä, et al. 2019. PISA 18 Ensituloksia. Helsinki: Ministry of Education and Culture.
  • Lindblom-Ylänne, S., K. Lonka, and E. Leskinen. 1996. “Selecting Students for Medical School: What Predicts Success During Basic Science Studies? A Cognitive Approach.” Higher Education 31 (4): 507–527.
  • Marks, G. 2011. “Issues in the Conceptualisation and Measurement of Socioeconomic Background: Do Different Measures Generate Different Conclusions?” Social Indicators Research 104 (2): 225–251.
  • Marks, G. 2014. Education, Social Background and Cognitive Ability: The Decline of the Social. New York: Routledge.
  • Matriculation Examination Board. 2020. Äidinkielen ja kirjallisuuden kokeen määräykset. Vol. 2020.
  • McClelland, D. 1973. “Testing for Competence Rather Than for ‘Intelligence.” American Psychologist 28 (1): 1–14. doi:10.1037/h0034092.
  • Meade, A., E. Johnson, and P. Braddy. 2008. “Power and Sensitivity of Alternative Fit Indices in Tests of Measurement Invariance.” Journal of Applied Psychology 93 (3): 568.
  • Metsämuuronen, J. 2017. Oppia ikä kaikki – matemaattinen osaaminen toisen asteen koulutuksen lopussa 2015. Helsinki: Kansallinen koulutuksen arviointikeskus KARVI.
  • Muthén, L., and B. Muthén. 2017. Mplus User’s Guide. 8th ed. Los Angeles: Muthén & Muthén.
  • Nissinen, K., J. Ursin, H. Hyytinen, and K. Kleemola. 2021. “Higher Education Students’ Generic Skills.” In Assessment of Undergraduate Students’ Generic Skills in Finland: Findings of the Kappas! Project, edited by J. Ursin, H. Hyytinen, and K. Silvennoinen, 39–82. Helsinki: Ministry of Education and Culture.
  • Nori, H. 2011. Keille yliopiston portit avautuvat? Tutkimus suomalaisiin yliopistoihin ja eri tieteenaloille valikoitumisesta 2000-luvun alussa. Turku: University of Turku.
  • O’Hare, L., and C. McGuinness. 2015. “The Validity of Critical Thinking Tests for Predicting Degree Performance: A Longitudinal Study.” International Journal of Educational Research 72: 162–172.
  • OECD. 2019a. Education at a Glance 2019. OECD Indicators. Paris: OECD.
  • OECD. 2019b. PISA 2018 Results (Volume II). Where All Students Can Succeed. Paris: OECD.
  • Orr, D., A. Usher, C. Haj, G. Atherton, and I. Geanta. 2017. Study on the Impact of Admission Systems on Higher Education Outcomes. Volume I: Comparative Report. European Union.
  • Rhemtulla, M., P. Brosseau-Liard, and V. Savalei. 2012. “When Can Categorical Variables Be Treated as Continuous? A Comparison of Robust Continuous and Categorical SEM Estimation Methods Under Suboptimal Conditions.” Psychological Methods 17 (3): 354–373. doi:10.1037/a0029315.
  • Richardson, M., C. Abraham, and R. Bond. 2012. “Psychological Correlates of University Students’ Academic Performance: A Systematic Review and Meta-Analysis.” Psychological Bulletin 138 (2): 353–387. doi:10.1037/a0026838.
  • Salmela-Aro, K., and A. Chmielewski. 2019. “Socioeconomic Inequality and Student Outcomes in Finnish Schools.” In Socioeconomic Inequality and Student Outcomes. Cross-National Trends, and Practices, edited by L. Volante, S. Schnepf, J. Jerrim, and D. Klinger, 153–168. Singapore: Springer. doi:10.1007/978-981-13-9863-6_9.
  • Shavelson, R. 2010. Measuring College Learning Responsibly: Accountability in a New Era. Stanford: Stanford University Press.
  • Shavelson, R., G. Baxter, and X. Gao. 1993. “Sampling Variability of Performance Assessments.” Journal of Educational Measurement 30 (3): 215–232.
  • Shavelson, R., O. Zlatkin-Troitschanskaia, K. Beck, S. Schmidt, and J. Marino. 2019. “Assessment of University Students’ Critical Thinking: Next Generation Performance Assessment.” International Journal of Testing, 1–20. doi:10.1080/15305058.2018.1543309.
  • Sikora, J., M. D. R. Evans, and J. Kelley. 2019. “Scholarly Culture: How Books in Adolescence Enhance Adult Literacy, Numeracy and Technology Skills in 31 Societies.” Social Science Research 77: 1–15.
  • Statistics Finland. 2020. “Educational Structure of Population.” Official Statistics of Finland (OSF).
  • Steenman, S. 2018. “Alignment of Admission. An Exploration and Analysis of the Links Between Learning Objectives and Selective Admission to Programmes in Higher Education.” Utrecht University.
  • Tikkanen, J. 2019. “Parental School Satisfaction in the Context of Segregation of Basic Education in Urban Finland.” Nordic Journal of Studies in Educational Policy 5 (3): 165–179. doi:10.1080/20020317.2019.1688451.
  • Utriainen, J., M. Marttunen, E. Kallio, and P. Tynjälä. 2017. “University Applicants’ Critical Thinking Skills: The Case of the Finnish Educational Sciences.” Scandinavian Journal of Educational Research 61 (6): 629–649.
  • van der Zanden, P., E. Denessen, A. Cillessen, and P. Meijer. 2019. “Patterns of Success: First-Year Student Success in Multiple Domains.” Studies in Higher Education 44 (11): 2081–2095. doi:10.1080/03075079.2018.1493097.
  • Vipunen. 2020. “Education Statistics Finland.” https://vipunen.fi/en-gb/home.
  • Zlatkin-Troitschanskaia, O., R. Shavelson, S. Schmidt, and K. Beck. 2019. “On the Complementarity of Holistic and Analytic Approaches to Performance Assessment Scoring.” British Journal of Educational Psychology (89): 468–484. doi:10.1111/bjep.12286.