Disposisi Berpikir Terbuka secara Aktif: Definisi, Pengukuran, dan Kaitannya dengan Prestasi Akademik


  • Anindito Aditomo [Scopus ID: 54994056700], Faculty of Psychology, Universitas Surabaya Jl. Tenggilis Mejoyo No.64, Kali Rungkut, Surabaya 60293




disposisi berpikir, karakter intelektual, teori butir-respons, pengukuran objektif, prestasi akademik


This study seeks to evaluate the validity of a scale intended to measure actively open-minded thinking (AOT), and to explore whether AOT can predict academic performance. The Rasch model was applied to evaluate the scales construct validity through the mirt package in R. Scale validation was based upon a sample of university students in Surabaya (N=424), while regression analysis to predict academic achievement was based on a sub-sampel for which data was available (n=220). Rasch analysis results suggested that the 10-item self-report scale had good construct validity, especially when measuring participants from the lower end of the trait level spectrum. AOT was found to be positively and moderately correlated with conscientiousness and openness to experience. AOT also predicted higher performance in a course which assessed students ability to analyse and evaluate arguments, as well as overall performance assessed by their grade point average (GPA) 18 months later. These results suggest that AOT is an important variable that can be adequately measured using a self-report instrument. Further work should focus on creating items which are more difficult to endorse.

Keywords: Thinking disposition, intellectual character, item-response theory, Big 5 personality, academic achievement


Abstrak: Penelitian ini bertujuan mengevaluasi validitas sebuah skala disposisi berpikir terbuka secara aktif, serta mengeksplorasi kaitan disposisi tersebut dengan prestasi akademik. Validasi skala dilakukan pada sampel mahasiswa sebuah universitas di Surabaya (N=424), sedangkan regresi untuk memprediksi prestasi akademik dilakukan pada sub-sampel (n=220). Validasi dilakukan dengan model Rasch menggunakan paket mirt di program R. Hasil pemodelan Rasch menunjukkan bahwa skala disposisi berpikir terbuka-aktif memiliki validitas konstruk yang baik, terutama untuk sampel dengan tingkat disposisi yang rendah. Disposisi berpikir terbuka-aktif juga terbukti berkorelasi positif moderat dengan dimensi kepribadian openness to experience dan conscientiousness. Selain itu, disposisi tersebut juga terbukti memprediksi prestasi belajar pada mata kuliah yang mengukur kemampuan analisis/evaluasi argumen, serta pada indeks prestasi secara keseluruhan 18 bulan kemudian. Dalam disimpulkan bahwa disposisi berpikir terbuka-aktif merupakan konstruk yang perlu diperhatikan oleh peneliti maupun praktisi pendidikan. Pengembangan skala perlu diarahkan pada penulisan butir-butir yang memiliki tingkat kesulitan lebih tinggi.

Author Biography

Anindito Aditomo, [Scopus ID: 54994056700], Faculty of Psychology, Universitas Surabaya Jl. Tenggilis Mejoyo No.64, Kali Rungkut, Surabaya 60293

Senior Lecturer, Faculty of Psychology, University of Surabaya, Indonesia


<p>Baker, F., &amp; Kim, S.-H. (2017). The Basics of Item Response Theory Using R. Cham, Switzerland: Springer International.</p><p>Baron, J. (n.d.). Assessment of Actively Open-minded T hinking.pdf.</p><p>Baron, J. (2018). Actively open-minded thinking in politics. Cognition, (October). https://doi.org/10.1016/j.cognition.2018.10.004</p><p>Barzilai, S., &amp; Chinn, C. A. (2018). On the Goals of Epistemic Education: Promoting Apt Epistemic Performance. Journal of the Learning Sciences, 27(3), 353389. https://doi.org/10.1080/10508406.2017.1392968</p><p>Bond, T., &amp; Fox, C. (2015). Applying the Rasch Model: Fundamental Measurement in the Human Sciences (Third Edit). New York: Routledge.</p><p>Bronstein, M. V., Pennycook, G., Bear, A., Rand, D. G., &amp; Cannon, T. D. (2018). Belief in Fake News is Associated with Delusionality, Dogmatism, Religious Fundamentalism, and Reduced Analytic Thinking. Journal of Applied Research in Memory and Cognition. https://doi.org/10.1016/J.JARMAC.2018.09.005</p><p>Castillo-Díaz, M., &amp; Padilla, J. L. (2013). How Cognitive Interviewing can Provide Validity Evidence of the Response Processes to Scale Items. Social Indicators Research, 114(3), 963975. https://doi.org/10.1007/s11205-012-0184-8</p><p>Chalmers, P. (2012). mirt: a multidimensional item response theory package for the R environment. Journal of Statistical Software, 48(6), 129. https://doi.org/10.18637/jss.v048.i06</p><p>Dwyer, C. P., Hogan, M. J., &amp; Stewart, I. (2014). An integrated critical thinking framework for the 21st century. Thinking Skills and Creativity, 12, 4352. https://doi.org/10.1016/j.tsc.2013.12.004</p><p>Facione, P. A. (2000). The disposition toward critical thinking: Its character, measurement, and relationship to critical thinking skill. Informal Logic, 20(1), 6184.</p><p>Griffin, P., McGaw, B., &amp; Care, E. (2012). Assessment and Teaching of 21st Century Skills. Dordrecht: Springer.</p><p>Haran, U., Ritov, I., &amp; Mellers, B. A. (2013). The role of actively open-minded thinking in information acquisition, accuracy, and calibration. Judgment and Decision Making, 8(3), 188201.</p><p>Jebb, A. T., Saef, R., Parrigon, S., &amp; Woo, S. E. (2016). The Need for Cognition: Key Concepts, Assessment, and Role in Educational Outcomes. In Psychosocial Skills and School Systems in the 21st Century (p. 115). https://doi.org/10.1007/978-3-319-28606-8</p><p>Perkins, D. N., &amp; Tishman, S. (1998). Dispositional Aspects of Intelligence Dispositional Aspects of Intelligence, 145.</p><p>R Core Team. (2018). R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing. Retrieved from https://www.r-project.org/</p><p>Richardson, M., Abraham, C., &amp; Bond, R. (2012). Psychological correlates of university students academic performance: A systematic review and meta-analysis. Psychological Bulletin, 138(2), 353387. https://doi.org/10.1037/a0026838</p><p>Roberts, B. W., Jackson, J. J., Fayard, J. V., Edmonds, G., &amp; Meints, J. (2009). Conscientiousness. In M. R. Leary &amp; R. H. Hoyle (Eds.), Handbook of Individual Differences in Social Behavior (pp. 369381). New York, NY, US: Guilford Press.</p><p>Stanovich, K. E., &amp; West, R. F. (1997). Reasoning independently of prior belief and individual differences in actively open-minded thinking. Journal of Educational Psychology, 89(2), 342357. https://doi.org/10.1037/0022-0663.89.2.342</p><p>Stanovich, K. E., West, R. F., &amp; Toplak, M. E. (2013). Myside Bias, Rational Thinking, and Intelligence. Current Directions in Psychological Science, 22(4), 259264. https://doi.org/10.1177/0963721413480174</p><p>Svedholm-Häkkinen, A. M., &amp; Lindeman, M. (2018). Actively open-minded thinking: Development of a shortened scale and disentangling attitudes towards knowledge and people. Thinking and Reasoning, 24(1), 2140. https://doi.org/10.1080/13546783.2017.1378723</p><p>Weinstein, M. (1991). Critical Thinking and Education for Democracy. Educational Philosophy and Theory, 23(2), 929.<br />Wickham, H. (2016). ggplot2: Elegant Graphics for Data Analysis. New York: Springer-Verlag.</p><p>Woo, S. E., Chernyshenko, O. S., Longley, A., Zhang, Z.-X., Chiu, C.-Y., &amp; Stark, S. E. (2014). Openness to Experience: Its Lower Level Structure, Measurement, and Cross-Cultural Equivalence. Journal of Personality Assessment, 96(1), 2945. https://doi.org/10.1080/00223891.2013.806328</p><p>Wu, M., Tam, H. P., &amp; Jen, T.-H. (2016). Educational Measurement for Applied Researchers: Theory into Practice. Singapore: Springer. </p>




How to Cite

Aditomo, A. (2019). Disposisi Berpikir Terbuka secara Aktif: Definisi, Pengukuran, dan Kaitannya dengan Prestasi Akademik. Jurnal Psikologi Teori Dan Terapan, 10(1), 1–14. https://doi.org/10.26740/jptt.v10n1.p1-14



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