1,273
Views
11
CrossRef citations to date
0
Altmetric
Articles

Exploring internal structure of a performance-based critical thinking assessment for new students in higher education

ORCID Icon, & ORCID Icon

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. doi:https://doi.org/10.1080/23752696.2018.1449128.
  • American Educational Research Association, American Psychological Association, and National Council on Measurement in Education. 2014. Standards for Educational and Psychological Testing. Washington, DC: American Educational Research Association.
  • Andrews, R. 2015. “Critical Thinking and/or Argumentation in Higher Education.” In The Palgrave Handbook of Critical Thinking in Higher Education, edited by M. Davies and D. Barnett, 49–62. New York: Palgrave Macmillan.
  • 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. doi:https://doi.org/10.1007/s10734-010-9308-8.
  • Beckman, K., T. Apps, S. Bennett, B. Dalgarno, G. Kennedy, and L. Lockyer. 2021. “Self-Regulation in Open-Ended Online Assignment Tasks: The Importance of Initial Task Interpretation and Goal Setting.” Studies in Higher Education 46 (4): 815–821. doi:https://doi.org/10.1080/03075079.2019.1654450.
  • 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.
  • Bowman, N. A. 2010. “Can 1st-Year College Students Accurately Report Their Learning and Development?” American Educational Research Journal 47 (2): 466–496. doi:https://doi.org/10.3102/0002831209353595.
  • Costello, A., and J. Osborne. 2005. “Best Practices in Exploratory Factor Analysis: Four Recommendations for Getting the Most from Your Analysis.” Practical Assessment, Research, and Evaluation 10 (1): 7.
  • Davey, T., S. Ferrara, R. Shavelson, P. Holland, N. Webb, and L. Wise. 2015. Psychometric Considerations for the Next Generation of Performance Assessment. Washington, DC: Center for K-12 Assessment & Performance Management, Educational Testing Service.
  • Ennis, R. 1991. “Critical Thinking: A Streamlined Conception.” Teaching Philosophy 14 (1): 5–24. doi:https://doi.org/10.5840/teachphil19911412.
  • 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. doi:https://doi.org/10.5430/ijhe.v2n3p139.
  • Fabrigar, L., D. Wegener, R. MacCallum, and E. Strahan. 1999. “Evaluating the Use of Exploratory Factor Analysis in Psychological Research.” Psychological Methods 4 (3): 272–299. doi:https://doi.org/10.1037/1082-989X.4.3.272.
  • Facione, P. 1990. Critical Thinking: A Statement of Expert Consensus for Purposes of Educational Assessment and Instruction. Newark: The American Philosophical Association.
  • Finnish National Board on Research Integrity. 2019. The Ethical Principles of Research with Human Participants and Ethical Review in the Human Sciences in Finland. Helsinki: Finnish National Board on Research Integrity TENK.
  • Fischer, F., C. Chinn, K. Engelmann, and J. Osborne, eds. 2018. Scientific Reasoning and Argumentation: The Roles of Domain-Specific and Domain-General Knowledge. New York: Routledge.
  • Goretzko, D., T. Pham, and M. Bühner. 2019. “Exploratory Factor Analysis: Current Use, Methodological Developments and Recommendations for Good Practice.” Current Psychology 1–12.
  • Halpern, D. 2014. Thought and Knowledge: An Introduction to Critical Thinking. 5th ed. New York, London: Psychology Press.
  • Hambleton, R., P. Merenda, and C. Spielberger. 2005. Adapting Educational and Psychological Tests for Cross-Cultural Assessment. Mahwah, NJ: Psychology Press.
  • 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:https://doi.org/10.1016/j.learninstruc.2013.07.003.
  • Heiskala, L., J. Erola, and E. Kilpi-Jakonen. 2020. “Compensatory and Multiplicative Advantages: Social Origin, School Performance, and Stratified Higher Education Enrolment in Finland.” European Sociological Review 37 (2):1–15.
  • Hetmanek, A., K. Engelmann, A. Opitz, and F. Fischer. 2018. “Beyond Intelligence and Domain Knowledge.” In Scientific Reasoning and Argumentation – The Roles of Domain-Specific and Domain-General Knowledge, edited byF. Fischer, C. Chinn, K. Engelmann, and J. Osborne, 205–226. New York: Routledge.
  • Hu, L., and P. Bentler. 1998. “Fit Indices in Covariance Structure Modeling: Sensitivity to Underparameterized Model Misspecification.” Psychological Methods 3 (4): 424–453. doi:https://doi.org/10.1037/1082-989X.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: A Multidisciplinary Journal 6 (1): 1–55. doi:https://doi.org/10.1080/10705519909540118.
  • Hyytinen, H., K. Holma, A. Toom, R. Shavelson, and S. Lindblom-Ylänne. 2014. “The Complex Relationship between Students’ Critical Thinking and Epistemological Beliefs in the Context of Problem Solving.” Frontline Learning Research 2 (5): 1–25.
  • Hyytinen, H., K. Nissinen, J. Ursin, A. Toom, and S. Lindblom-Ylänne. 2015. “Problematising the Equivalence of the Test Results of Performance-Based Critical Thinking Tests for Undergraduate Students.” Studies in Educational Evaluation 44: 1–8. doi:https://doi.org/10.1016/j.stueduc.2014.11.001.
  • Hyytinen, H., and A. Toom. 2019. “Developing a Performance Assessment Task in the Finnish Higher Education Context: Conceptual and Empirical Insights.” The British Journal of Educational Psychology 89 (3): 551–563. doi:https://doi.org/10.1111/bjep.12283.
  • 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.
  • Hyytinen, H., J. Ursin, K. Silvennoinen, K. Kleemola, and A. Toom. 2020. “The Dynamic Relationship between Cognitive Response Processes and Self-Regulation of Cognition in Critical Thinking Assessments.” Manuscript submitted for publication.
  • International Test Commission. 2018. “ITC Guidelines for Translating and Adapting Tests (Second Edition).” International Journal of Testing 18 (2): 101–134.
  • Kleemola, K., and H. Hyytinen. 2019. “Exploring the Relationship between Law Students’ Prior Performance and Academic Achievement at University.” Education Sciences 9 (3): 236. doi:https://doi.org/10.3390/educsci9030236.
  • Klein, S., R. Benjamin, R. Shavelson, and R. Bolus. 2007. “The Collegiate Learning Assessment: Facts and Fantasies.” Evaluation Review 31 (5): 415–439. doi:https://doi.org/10.1177/0193841X07303318.
  • Kuhn, D. 2019. “Critical Thinking as Discourse.” Human Development 62 (3): 146–164. doi:https://doi.org/10.1159/000500171.
  • Leighton, J. 2019. “The Risk–Return Trade‐off: Performance Assessments and Cognitive Validation of Inferences.” British Journal of Educational Psychology 89 (3): 441–455. doi:https://doi.org/10.1111/bjep.12271.
  • McClelland, D. 1973. “Testing for Competence Rather than for ‘intelligence’.” The American Psychologist 28 (1): 1–14. doi:https://doi.org/10.1037/h0034092.
  • Meade, A., E. Johnson, and P. Braddy. 2008. “Power and Sensitivity of Alternative Fit Indices in Tests of Measurement Invariance.” The Journal of Applied Psychology 93 (3): 568–592. doi:https://doi.org/10.1037/0021-9010.93.3.568.
  • Messick, S. 1994. Alternative Modes of Assessment, Uniform Standards of Validity. Princeton: Educational Testing Service.
  • Messick, S. 1995. “Validity of Psychological Assessment: Validation of Inferences from Persons’ Responses and Performances as Scientific Inquiry into Score Meaning.” American Psychologist 50 (9): 741.
  • Muthén, L., and B. Muthén. 2017. Mplus User’s Guide. 8th ed. Los Angeles: Muthén & Muthén.
  • O’Connor, B. 2000. “SPSS and SAS Programs for Determining the Number of Components Using Parallel Analysis and Velicer’s MAP Test.” Behavior Research Methods, Instruments, & Computers 32 (3): 396–402. doi:https://doi.org/10.3758/BF03200807.
  • 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. doi:https://doi.org/10.1016/j.ijer.2015.06.004.
  • Shavelson, R. 2010. Measuring College Learning Responsibly: Accountability in a New Era. Stanford: Stanford University Press.
  • Shavelson, R. 2018. “Discussion of Papers andReflections on ‘Exploring the Limits of Domain-Generality’.” In Scientific Reasoning and Argumentation: The Roles of Domain-Specific and Domain-General Knowledge, edited by F. Fischer, C. Chinn, K. Engelmann, and J. Osborne, 112–118. New York: Routledge.
  • Shavelson, R., G. Baxter, and X. Gao. 1993. “Sampling Variability of Performance Assessments.” Journal of Educational Measurement 30 (3): 215–232. doi:https://doi.org/10.1111/j.1745-3984.1993.tb00424.x.
  • 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 19 (4):‌ 1–20.
  • Shavelson, R., O. Zlatkin-Troitschanskaia, and J. Marino. 2018. “International Performance Assessment of Learning in Higher Education (iPAL): Research and Development.” In Assessment of Learning Outcomes in Higher Education, edited by O. Zlatkin-Troitschanskaia, M. Toepper, H. Pant, C. Lautenbach, and C. Kuhn, 193–214. Cham: Springer.
  • Solano-Flores, G., and M. Chía. 2017. “Validation of Score Meaning in Multiple Language Versions of Tests.” In Validation of Score Meaning for the Next Generation of Assessments: The Use of Response Processes, edited by K. Ercikan and J. Pellegrino, 127–137. New York: Routledge.
  • Tabachnick, B., and L. Fidell. 2014. Using Multivariate Statistics. 6th ed. Harlow: Pearson.
  • Tuononen, T., A. Parpala, and S. Lindblom-Ylänne. 2019. “Graduates’ Evaluations of Usefulness of University Education, and Early Career Success – A Longitudinal Study of the Transition to Working Life.” Assessment & Evaluation in Higher Education 44 (4):‌ 1–14.
  • 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:https://doi.org/10.1080/03075079.2018.1493097.
  • Vandenberg, R., and C. Lance. 2000. “A Review and Synthesis of the Measurement Invariance Literature: Suggestions, Practices, and Recommendations for Organizational Research.” Organizational Research Methods 3 (1): 4–70. doi:https://doi.org/10.1177/109442810031002.
  • Zahner, D. 2013. Reliability and Validity CLA +. New York: Council for Aid to Education.
  • Zahner, D., and A. Ciolfi. 2018. “International Comparison of a Performance-Based Assessment in Higher Education.” In Assessment of Learning Outcomes in Higher Education, edited by O. Zlatkin-Troitschanskaia, M. Toepper, H. Pant, C. Lautenbach, and C. Kuhn, 215–244. Cham: Springer.
  • Zlatkin-Troitschanskaia, O., R. Shavelson, and C. Kuhn. 2015. “The International State of Research on Measurement of Competency in Higher Education.” Studies in Higher Education 40 (3): 393–411. doi:https://doi.org/10.1080/03075079.2015.1004241.
  • Zlatkin-Troitschanskaia, O., R. Shavelson, S. Schmidt, and K. Beck. 2019. “On the Complementarity of Holistic and Analytic Approaches to Performance Assessment Scoring.” The British Journal of Educational Psychology 89 (3): 468–484. doi:https://doi.org/10.1111/bjep.12286.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.