Abstract
Critical thinking is a higher-order way of reasoning composed of the skill and will to use cognitive abilities and knowledge on a daily basis. It is identified as essential by higher education institutions, corporations, and society in general. To analyze whether college students are critical thinkers in their daily lives, the Halpern Critical Thinking Assessment (HCTA; Halpern in Halpern Critical Thinking Assessment (Measurement instrument), Schuhfried, Mödling, 2012) and the real-world outcomes inventory (RWO; Butler in Appl Cogn Psychol 26(5):721–729, 2012) were administered to 238 students. We performed a cluster analysis (K-means-constrained clustering method), and ANOVAs for each cluster solution tested to identify the most suitable clustering solution, taking the RWO inventory dimensions as dependent variables and cluster membership as an independent variable. Four separate clusters emerged, each representing a different profile related to students’ everyday negative outcomes resulting from a lack of critical thinking. We performed multinomial logistic regression to examine which dimensions of the HCTA test, as well as gender, age, and disciplinary area, predicted the four singular groups of students that emerged: “Mature,” “Risk-taking,” “Lost in translation,” and “Reflective.” Results indicate that: (1) age is a relevant predictor of slackness, rashness, and health neglect, all characteristics of “Mature” students; (2) students who are particularly skilled in hypothesis testing tend to be “Risk-taking,” while it is less likely that students who are specifically competent in argument analysis will be in this group; (3) gender is relevant to predict “Lost in translation” students, while argument analysis is negatively related to the chances of being in this group. Our study supports the relevance of critical thinking in daily decisions and everyday outcomes.
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Abrami, P. C., Bernard, R. M., Borokhovski, E., Wade, A., Surkes, M. A., Tamim, R., et al. (2008). Instructional interventions affecting critical thinking skills and dispositions: A stage 1 meta-analysis. Review of Educational Research, 78(4), 1102–1134.
Almeida, L. S., Guisande, M. A., & Paisana, J. (2012). Extra-curricular involvement, academic adjustment and achievement in higher education: A study of Portuguese students. Anales de Psicología, 28(3), 860–865.
Benjamin, R. (2013). College to work: Attacking a critical market failure—Measuring critical thinking skills for success in the workplace. University Business, 16(11), 18.
Butler, H. A. (2012). Halpern Critical Thinking Assessment predicts real-world outcomes of critical thinking. Applied Cognitive Psychology, 26(5), 721–729.
Butler, H. A., Dwyer, C. P., Hogan, M. J., Franco, A., Rivas, S. F., Saiz, C., et al. (2012). The Halpern Critical Thinking Assessment and real-world outcomes: Cross-national applications. Thinking Skills and Creativity, 7(2), 112–121.
Cooper, M. L. (2002). Alcohol use and risky sexual behavior among college students and youth: Evaluating the evidence. Journal of Studies on Alcohol, 14, 101–117.
Credé, M., & Niehorster, S. (2012). Adjustment to college as measured by the Student Adaptation to College Questionnaire: A quantitative review of its structure and relationships with correlates and consequences. Educational Psychology Review, 24(1), 133–165.
da Franca, C., & Colares, V. (2008). Comparative study of health behavior among college students at the start and end of their courses. Revista de Saúde Pública, 42(3), 420–427.
De Bruin, W. B., Parker, A. M., & Fischhoff, B. (2007). Individual differences in adult decision-making competence. Journal of Personality and Social Psychology, 92(5), 938–956.
European Union, European Commission. (2014). Special Eurobarometer 419—Public perceptions of science, research and innovation. Accessed at http://ec.europa.eu/COMMFrontOffice/PublicOpinion/
European Union, European Higher Education Area. (2009). Bologna beyond 2010. Report on the development of the European Higher Education Area. Accessed at http://www.ehea.info/Uploads/LEUVEN/Beyond_2010_report_FINAL.pdf
Facione, P. A. (2011). Critical thinking: What it is and why it counts. Accessed at http://www.insightassessment.com/CT-Resources/Independent-Critical-Thinking-Research/pdf-file/Critical-Thinking-What-It-Is-and-Why-It-Counts-PDF#sthash.oKhyPP3Y.dpbs
Franco, A., & Almeida, L. S. (2015). Real-world outcomes and critical thinking: Differential analysis by academic major and gender. Paidéia, 25(61), 173–181.
Franco, A. R., Almeida, L. S., & Saiz, C. (2014). Pensamiento crítico: Reflexión sobre su lugar en la enseñanza superior (Critical thinking: Reflections about its place in higher education). Educatio Siglo XXI, 32(2), 81–96.
Franco, A. R., Costa, P. S., & Almeida, L. S. (2017a). Translation, adaptation, and validation of the Halpern Critical Thinking Assessment to Portugal: Effect of disciplinary area and academic level on critical thinking. Manuscript accepted for publication in Annals of Psychology.
Franco, A. R., Costa, P. S., Butler, H. A., & Almeida, L. S. (2017b). Assessment of undergraduates’ real-world outcomes of critical thinking in everyday situations. Manuscript accepted for publication in Psychological Reports.
Gonçalves, P. F. D. (2014). Transition and adaptation of non-traditional students to higher education: The case of students 23 years and older at the University of Minho (Unpublished doctoral thesis). University of Minho, Braga, Portugal.
Halpern, D. F. (2012). Halpern Critical Thinking Assessment (Measurement instrument). Mödling: Schuhfried.
Halpern, D. F. (2014). Thought and knowledge: An introduction to critical thinking (5th ed.). New York, NY: Psychology Press.
Lorant, V., Nicaise, P., Soto, V. E., & d’Hoore, W. (2013). Alcohol drinking among college students: College responsibility for personal troubles. BMC Public Health, 13(1), 615–623.
Marçal, D. (2014). Pseudociência (Pseudoscience). Lisboa: Fundação Francisco Manuel dos Santos.
Monteiro, S., Almeida, L. S., Vasconcelos, R. M., & Cruz, J. F. A. (2014). Be(com)ing an excellent student: A qualitative study with engineering undergraduates. High Ability Studies, 25(2), 169–186.
Paul, R. (2005). The state of critical thinking today. New Directions for Community Colleges, 2005(130), 27–38.
Quan, L., Zhen, R., Yao, B., & Zhou, X. (2014). The effects of loneliness and coping style on academic adjustment among college freshmen. Social Behavior and Personality, 42(6), 969–978.
Rahat, E., & İlhan, T. (2016). Coping styles, social support, relational self-construal, and resilience in predicting students’ adjustment to university life. Educational Sciences: Theory & Practice, 16(1), 187–208.
Rose, A., Smith, M. C., Ross-Gordon, J., Hitchcock, A. D., Schwartz, J., & Robinson, M. (2013). Searching for the adult on campus: Issues of persistence, retention, engagement and grit. In C. Doutor, T. Gonçalves, & A. Fragoso (Coords.), Proceedings of the Conference “Non-traditional students in Higher Education: Looking beyond (in) success and dropout” (pp. 1–9). Faro: University of Algarve.
Schwab, J. A. (2002). Multinomial logistic regression: Basic relationships and complete problems. Retrieved from http://www.utexas.edu/courses/schwab/sw388r7/SolvingProblems/
Sousa, R., Lopes, A., & Ferreira, E. (2013). La transición y el proceso de adaptación a la educación superior: Un estudio con estudiantes de una escuela de enfermería y de una escuela de educación (The transition and adaptation process in higher education: A study with students from a school of nursing and a school of education). Revista de Docencia Universitaria, 11(3), 403–422.
Watson, G., & Glaser, E. M. (2008). Watson-Glaser critical thinking appraisal—Short form manual. Upper Saddle River: Pearson.
Acknowledgements
We thank Diane F. Halpern and Heather A. Butler, who kindly granted us permission to use their instruments. We also thank all 238 critical thinkers who kindly gave their time and cognitive energy to this study.
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Amanda R. Franco: Research financed by Fundação para a Ciência e a Tecnologia [Foundation for Science and Technology] (SFRH/BD/76372/2011) (QREN Program—POPH—Typology 4.1—Advanced Training).
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Franco, A.R., Costa, P.S. & Almeida, L.S. Do Critical Thinkers Drink Too Much Alcohol, Forget to Do Class Assignments, or Cheat on Exams? Using a Critical Thinking Measure to Predict College Students’ Real-World Outcomes. Psychol Stud 62, 178–187 (2017). https://doi.org/10.1007/s12646-017-0402-1
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DOI: https://doi.org/10.1007/s12646-017-0402-1