Enhancing Scientific Thinking Through the Development of Critical Thinking in Higher Education
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Developing critical thinking is essential to prevent superficial learning, ensuring students can analyze, evaluate, and apply knowledge to new situations, avoiding deficiencies in competence.
“Therefore, developing critical thinking is essential to prevent superficial learning, ensuring students can analyze, evaluate, and apply knowledge to new situations, avoiding deficiencies in competence [37].”
From Generative artificial intelligence in physiotherapy education: great potential amidst challenges- a qualitative interview study (2025) · cites this paper as [37]
The sections “Why Do University Students Need to Be Able to Think Critically?” and “Academic Competence” link critical thinking to evaluating knowledge independently, solving complex problems, and the quality of learning. The Conclusion also describes applying connected knowledge and skills in complex situations. The source does not establish that developing critical thinking prevents superficial learning or ensures students avoid deficiencies in competence. (LLM, conf=0.82)
Experimental — accuracy not yet measuredEasily accessible information, if not critically interpreted, can lead to insufficient understanding.
“This aligns with previous research showing that easily accessible information, if not critically interpreted, can lead to insufficient understanding [37].”
From Generative artificial intelligence in physiotherapy education: great potential amidst challenges- a qualitative interview study (2025) · cites this paper as [37]
In “Why Do University Students Need to Be Able to Think Critically?” (page not provided), the chapter says that information alone is insufficient for academic education: students also need thinking skills to construct understanding. It does not address whether the information is easily accessible, so that aspect of the claim is unsupported. (LLM, conf=0.82)
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Cites
Dewey, J. (1910) · D C Heath eBooks · doi:10.1037/10903-000 · Cited by 9,413 · see citing works
DEWEY, J. M. (1910) · Cited by 6,801 · see citing works
Problem-Based Learning: What and How Do Students Learn?
Hmelo‐Silver, C. E. (2004) · Educational Psychology Review · doi:10.1023/b:edpr.0000034022.16470.f3 · Cited by 5,416 · see citing works
Project-Based Learning for the 21st Century: Skills for the Future
Bell, S. (2010) · The Clearing House A Journal of Educational Strategies Issues and Ideas · doi:10.1080/00098650903505415 · Cited by 2,489 · see citing works
(1990) · Cited by 2,028 · see citing works
Academically Adrift: Limited Learning on College Campuses
Arum, R., & Roksa, J. (2011) · Cited by 1,463 · see citing works
Education and mind in the knowledge age
(2002) · Choice Reviews Online · doi:10.5860/choice.40-2294 · Cited by 1,266 · see citing works
Academically Adrift: Limited Learning on College Campuses
Conn, S., & Wymore, J. (2012) · Growth: The Journal of the Association for Christians in Student Development · Cited by 1,245 · see citing works
Ennis, R. H. (1993) · Theory Into Practice · doi:10.1080/00405849309543594 · Cited by 1,101 · see citing works
Abrami, P. C., Bernard, R. M., Borokhovski, E., Wade, A., Surkes, M. A., Tamim, R., & Zhang, D. (2008) · Review of Educational Research · doi:10.3102/0034654308326084 · Cited by 977 · see citing works
Professional development and reform in science education: The role of teachers' practical knowledge
DRIEL, J. H. V., Beijaard, D., & Verloop, N. (2001) · Journal of Research in Science Teaching · doi:10.1002/1098-2736(200102)38:2 · Cited by 955 · see citing works
Project-Based Learning in Post-Secondary Education – Theory, Practice and Rubber Sling Shots
Helle, L., Tynjälä, P., & Olkinuora, E. (2006) · Higher Education · doi:10.1007/s10734-004-6386-5 · Cited by 901 · see citing works
Bok, D. (2008) · Cited by 699 · see citing works
Understanding What We Mean by the Generic Attributes of Graduates
Barrie, S. C. (2006) · Higher Education · doi:10.1007/s10734-004-6384-7 · Cited by 662 · see citing works
Niiniluoto, I. (2002) · doi:10.1093/0199251614.001.0001 · Cited by 621 · see citing works
Conceptualizing critical thinking
Bailin, S., Case, R., Coombs, J. R., & Daniels, L. B. (1999) · Journal of Curriculum Studies · doi:10.1080/002202799183133 · Cited by 588 · see citing works
Education and Mind in the Knowledge Age
Bereiter, C. (2005) · Routledge eBooks · doi:10.4324/9781410612182 · Cited by 581 · see citing works
Critical Thinking: A Streamlined Conception
Ennis, R. H. (2015) · Palgrave Macmillan US eBooks · doi:10.1057/9781137378057_2 · Cited by 549 · see citing works
A conceptual framework for the teaching and learning of generic graduate attributes
Barrie, S. C. (2007) · Studies in Higher Education · doi:10.1080/03075070701476100 · Cited by 425 · see citing works
Problem-based learning and self-efficacy: How a capstone course prepares students for a profession
Dunlap, J. C. (2005) · Educational Technology Research and Development · doi:10.1007/bf02504858 · Cited by 420 · see citing works
Restrained Teaching: The Common Core of Didaktik
Hopmann, S. (2007) · European Educational Research Journal · doi:10.2304/eerj.2007.6.2.109 · Cited by 409 · see citing works
Quay, S. E. (2007) · The Journal of Popular Culture · doi:10.1111/j.1540-5931.2007.00471.x · Cited by 327 · see citing works
The effects of cooperative learning on junior high school students during small group learning
Gillies, R. M. (2003) · Learning and Instruction · doi:10.1016/s0959-4752(03)00068-9 · Cited by 310 · see citing works
Ennis, R. H. (1991) · Teaching Philosophy · doi:10.5840/teachphil19911412 · Cited by 294 · see citing works
Critical Thinking: An Introduction
Shaffer, G. L. (2020) · Emerald Group Publishing Limited eBooks · doi:10.1108/978-1-78973-869-820201007 · Cited by 283 · see citing works
Kuhn, D. (1986) · Teachers College Record · doi:10.1177/016146818608700404 · Cited by 256 · see citing works
Rapanta, C., Garcia-Mila, M., & Gilabert, S. (2013) · Review of Educational Research · doi:10.3102/0034654313487606 · Cited by 228 · see citing works
Propositions, Warranted Assertibility, and Truth
Dewey, J. (1941) · The Journal of Philosophy · doi:10.2307/2017978 · Cited by 214 · see citing works
Hofstein, A., Shore, R., & Kipnis, M. (2004) · International Journal of Science Education · doi:10.1080/0950069032000070342 · Cited by 194 · see citing works
Factors explaining the learning of generic skills: a study of university students’ experiences
Virtanen, A., & Tynjälä, P. (2018) · Teaching in Higher Education · doi:10.1080/13562517.2018.1515195 · Cited by 192 · see citing works
Phielix, C., Prins, F. J., Kirschner, P. A., Erkens, G., & Jaspers, J. (2010) · Computers in Human Behavior · doi:10.1016/j.chb.2010.06.024 · Cited by 190 · see citing works
Marton, F., & Trigwell, K. (2000) · Higher Education Research & Development · doi:10.1080/07294360020021455 · Cited by 189 · see citing works
Domain-general problem solving skills and education in the 21st century
Greiff, S., Wüstenberg, S., Csapó, B., Δημητρίου, Α., Hautamäki, J., Graesser, A. C., & Martin, R. (2014) · Educational Research Review · doi:10.1016/j.edurev.2014.10.002 · Cited by 188 · see citing works
The international state of research on measurement of competency in higher education
Zlatkin‐Troitschanskaia, O., Shavelson, R. J., & Kuhn, C. (2015) · Studies in Higher Education · doi:10.1080/03075079.2015.1004241 · Cited by 186 · see citing works
Self-citationOn the measurement of competency
Shavelson, R. J. (2010) · Empirical research in vocational education and training · doi:10.1007/bf03546488 · Cited by 185 · see citing works
Self-citationMeasuring College Learning Responsibly: Accountability in a New Era
(2009) · Cited by 152 · see citing works
The Generalizability of Critical Thinking
Siegel, H. (1991) · Educational Philosophy and Theory · doi:10.1111/j.1469-5812.1991.tb00173.x · Cited by 134 · see citing works
Bailin, S., & Siegel, H. (2003) · doi:10.1002/9780470996294.ch11 · Cited by 101 · see citing works
Post‐graduation reflections on the value of a degree
Brooks, R., & Everett, G. (2008) · British Educational Research Journal · doi:10.1080/01411920802044370 · Cited by 95 · see citing works
Scientific reasoning and argumentation the roles of domain-specific and domain-general knowledge
Fischer, F., Chinn, C. A., Engelmann, K., & Osborne, J. F. (2018) · Cited by 93 · see citing works
Changing World: Changing Pedagogy
Tynjälä, P., & Gijbels, D. (2012) · Springer eBooks · doi:10.1007/978-94-007-2312-2_13 · Cited by 92 · see citing works
What do EESD “experts” think sustainability is? Which pedagogy is suitable to learn it?
Coral, J. S., Mulder, K. F., & Ferrer-Balas, D. (2012) · International Journal of Sustainability in Higher Education · doi:10.1108/14676371211242599 · Cited by 86 · see citing works
Dowd, J. E., Thompson, R. J., Schiff, L. A., & Reynolds, J. (2018) · CBE—Life Sciences Education · doi:10.1187/cbe.17-03-0052 · Cited by 86 · see citing works
Ayala, C. C., Shavelson, R. J., Ruiz‐Primo, M. A., Brandon, P. R., Yin, Y., Furtak, E. M., Young, D. B., & Tomita, M. K. (2008) · Applied Measurement in Education · doi:10.1080/08957340802347787 · Cited by 81 · see citing works
Self-citationCriteria and standards of generic competences at bachelor degree level: A review study
Strijbos, J. R., Engels, N., & Struyven, K. (2015) · Educational Research Review · doi:10.1016/j.edurev.2015.01.001 · Cited by 79 · see citing works
Hyytinen, H., Toom, A., & Postareff, L. (2018) · Learning and Individual Differences · doi:10.1016/j.lindif.2018.08.004 · Cited by 72 · see citing works
Self-citationShavelson, R. J., Zlatkin‐Troitschanskaia, O., & Mariño, J. P. (2018) · Methodology of educational measurement and assessment · doi:10.1007/978-3-319-74338-7_10 · Cited by 54 · see citing works
Self-citationUnderstanding Social Science. A Philosophical Introduction to the Social Sciences
Trigg, R. (1985) · Tijdschrift voor Philosophie · Cited by 53 · see citing works
Ercikan, K., & Oliveri, M. E. (2016) · Applied Measurement in Education · doi:10.1080/08957347.2016.1209210 · Cited by 52 · see citing works
Critical Thinking in College Freshmen: The Impact of Secondary and Higher Education
Evens, M., Verburgh, A., & Elen, J. (2013) · International Journal of Higher Education · doi:10.5430/ijhe.v2n3p139 · Cited by 47 · see citing works
Understanding Social Science: A philosophical Introduction to the Social Sciences.
Benton, T., & Trigg, R. (1987) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2071237 · Cited by 41 · see citing works
Hyytinen, H., Nissinen, K. J., Ursin, J., et al. (2014) · Studies In Educational Evaluation · doi:10.1016/j.stueduc.2014.11.001 · Cited by 39 · see citing works
Self-citationChallenges in Argumentation and Paraphrasing Among Beginning Students in Educational Sciences
Hyytinen, H., Löfstrôm, E., & Lindblom‐Ylänne, S. (2016) · Scandinavian Journal of Educational Research · doi:10.1080/00313831.2016.1147072 · Cited by 38 · see citing works
Self-citationVartiainen, H., Liljeström, A., & Enkenberg, J. (2012) · Zenodo (CERN European Organization for Nuclear Research) · doi:10.3217/jucs-018-15-2097 · Cited by 32 · see citing works
Toom, A. (2017) · SAGE Publications Ltd eBooks · doi:10.4135/9781526402042.n46 · Cited by 29 · see citing works
Self-citationHyytinen, H., & Toom, A. (2019) · British Journal of Educational Psychology · doi:10.1111/bjep.12283 · Cited by 26 · see citing works
Self-citationUniversity Applicants’ Critical Thinking Skills: The Case of the Finnish Educational Sciences
Utriainen, J., Marttunen, M. J., Kallio, E. K., et al. (2016) · Scandinavian Journal of Educational Research · doi:10.1080/00313831.2016.1173092 · Cited by 24 · see citing works
The philosophy of personal epistemology
Holma, K., & Hyytinen, H. (2015) · Theory and Research in Education · doi:10.1177/1477878515606608 · Cited by 23 · see citing works
Self-citationThe Critical Spirit: Emotional and Moral Dimensions Critical Thinking
Holma, K. (2016) · Studier i Pædagogisk Filosofi · doi:10.7146/spf.v4i1.18280 · Cited by 22 · see citing works
Muukkonen, H., Lakkala, M., Toom, A., et al. (2017) · Routledge eBooks · doi:10.4324/9781315617367-21 · Cited by 22 · see citing works
Self-citationKrolak‐Schwerdt, S., Cate, I. P.-T., & Hörstermann, T. (2018) · Methodology of educational measurement and assessment · doi:10.1007/978-3-319-74338-7_5 · Cited by 16 · see citing works
International Comparison of a Performance-Based Assessment in Higher Education
Zahner, D., & Ciolfi, A. (2018) · Methodology of educational measurement and assessment · doi:10.1007/978-3-319-74338-7_11 · Cited by 11 · see citing works
Mills-Dick, K., & Hull, J. M. (2011) · Journal of Public Health Management and Practice · doi:10.1097/phh.0b013e3182140c2f · Cited by 10 · see citing works
Denton, H. G., & McDonagh, D. (2005) · The Design Journal · doi:10.2752/146069205789338315 · Cited by 9 · see citing works
Construing Scientific Evidence
Samarapungavan, A. (2018) · Routledge eBooks · doi:10.4324/9780203731826-4 · Cited by 9 · see citing works
Implementing Outcome-Oriented Study Programmes at University: The Challenge of Academic Culture
Jenert, T. (2014) · Zeitschrift für Hochschulentwicklung · doi:10.3217/zfhe-9-02/02 · Cited by 7 · see citing works
Kriittisen ajattelun opettaminen ja filosofia : pedagogisia perusteita
Tomperi, T. (2017) · Tampere University Institutional Repository (Tampere University) · Cited by 5 · see citing works
The Thinker's Guide to Scientific Thinking: Based on Critical Thinking Concepts and Principles
Paul, R., & Elder, L. (2015) · Cited by 5 · see citing works
Flagged first, then by citations
Research works printed but not linked: 5
- Halpern, D. F. (2014). Thought and knowledge (5th ed.). New York, NY: Psychology Press.
- Healy, A. (Ed.) (2008). Multiliteracies and diversity in education. Melbourne, Australia: Oxford University Press.
- Korhonen, V., Inkinen, M., Mattsson, M., & Toom, A. (2017). Student engagement and the transition from the first to second year in higher education. In E. Kyndt, V. Donche, K. Trigwell, & S. Lindblom-Ylänne (Eds.), Higher education transitions: Theory and research (pp. 113-134). London: Routledge.
- Fischer, C. A. Chinn, K. Engelmann, J. Osborne (eds.), Scientific reasoning and argumentation: The roles of domain-specific and domain-general knowledge (pp. 56-76). New York, NY: Routledge.
- Shavelson, R. (2018). Discussion of papers and reflections on "exploring the limits of domain-generality". In F. Fischer, C. A. Chinn, K. Engelmann, J. Osborne (eds.), Scientific reasoning and argumentation: The roles of domain-specific and domain-general knowledge (pp. 112-118). New York, NY: Routledge.
Cited by
Sorted by citations
Kleemola, K., Hyytinen, H., & Toom, A. (2022) · Assessment & Evaluation in Higher Education · doi:10.1080/02602938.2021.1946482 · Cited by 38 · see citing works
Self-citationLindbäck, Y., Schröder, K., Engström, T., Valeskog, K., & Sonesson, S. (2025) · BMC Medical Education · doi:10.1186/s12909-025-07106-w · Cited by 22 · see citing works
Educational Innovation Transforming Higher Education for Workforce Readiness
Singha, R., & Singha, S. (2024) · Advances in Higher Education and Professional Development · doi:10.4018/979-8-3693-0517-1.ch003 · Cited by 14 · see citing works
- Authors
- Hyytinen, H., Toom, A., & Shavelson, R. J.
- Affiliations
- University of Helsinki (FI)
- Stanford University (US)
- Corresponding author
- Hyytinen, Heidi
- Venue
- Redefining Scientific Thinking for Higher Education
- Publisher
- Springer International Publishing
- Published
- 2019
- Pages
- 59-78
- OpenAlex
- W2973813239
- Cited by
- 60
- References
- 70
- Citations by year
- 2026: 7 · 2025: 7 · 2024: 13 · 2023: 12 · 2022: 9 · 2021: 10 · 2020: 2
- FWCI
- 28.42
- Type
- book chapter
- Language
- en
- Open access
- green
- hdl.handle.net
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Springer eBooks (publishedVersion)
- Työväentutkimus Vuosikirja (submittedVersion)
- Topics
- Social Sciences › Education › Education and Critical Thinking Development
- Social Sciences › Psychology › Developmental and Educational Psychology › Educational Strategies and Epistemologies
- Social Sciences › Education › Science Education and Pedagogy
- Keywords
- critical thinking, scientific thinking, higher education, cognitive skills, affective dispositions, curriculum integration, learning objectives, teaching practice, assessment, constructive alignment, teaching methods
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