Construct Validation of a Critical Thinking Disposition Instrument for Physics Education Students: An Exploratory and Confirmatory Factor Analysis Approach
DOI:
https://doi.org/10.33394/j-lkf.v14i1.20097Keywords:
Critical thinking disposition, Construct validity, Physics education students, Exploratory factor analysis, Confirmatory factor analysisAbstract
This study examined the construct validity of a critical thinking disposition instrument for Physics Education students using an Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA) approach. The instrument measured four dimensions of critical thinking disposition, namely open-mindedness, truth-seeking, analyticity, and inquisitiveness, represented by 16 observed indicators. The study involved 250 undergraduate students enrolled in Physics Education programs from 10 public and private universities in Indonesia. Descriptive analysis showed that the mean score of each dimension was 3.00, with standard deviations ranging from 1.07 to 1.10 and Cronbach’s alpha values between 0.745 and 0.784. The data met the requirements for factor analysis, as indicated by a Kaiser-Meyer-Olkin value of 0.863, a significant Bartlett’s Test of Sphericity (χ² = 1247.060, p < .001), and a total reliability coefficient of 0.858. EFA identified a four-factor structure explaining 60.20% of the total variance. CFA further confirmed the adequacy of the measurement model, with all standardized factor loadings exceeding 0.70, composite reliability ranging from 0.847 to 0.857, and average variance extracted ranging from 0.580 to 0.600. These findings indicate that the instrument demonstrates satisfactory construct validity and reliability and is suitable for measuring critical thinking disposition among Physics Education students.
References
Ali, G., & Awan, R. (2021). Thinking based instructional practices and academic achievement of undergraduate science students: Exploring the role of critical thinking skills and dispositions. Journal of Innovative Sciences, 7(1), 56–70. https://doi.org/10.17582/journal.jis/2021/7.1.56.70
Akbaş, Y. (2021). The effects of argumentation-based teaching approach on students’ critical thinking disposition and argumentation skills: “Population in our country unit”. International Journal of Psychology and Educational Studies, 8(1), 51–74. https://doi.org/10.17220/ijpes.2021.8.1.195
Anders, P., Stellrecht, E., Davis, E., & McCall, W. (2019). A systematic review of critical thinking instruments for use in dental education. Journal of Dental Education, 83(4), 381–397. https://doi.org/10.21815/jde.019.043
Bakhtiari-Dovvombaygi, H., Pourhasan, K., Rahmaty, Z., Zare-Kaseb, A., Abbaszadeh, A., Rashtbarzadeh, A., & Borhani, F. (2024). Evaluation of cross-cultural adaptation and validation of the Persian version of the critical thinking disposition scale: Methodological study. BMC Nursing, 23(463). https://doi.org/10.1186/s12912-024-02129-y
Baş, M., & Bolat, Y. (2022). The impact of cognitive competence on critical thinking skills: An educational science study with school counsellors. Education Quarterly Reviews, 5(4), 53–64. https://doi.org/10.31014/aior.1993.05.04.605
Chen, Q., Liu, D., Zhou, C., & Tang, S. (2020). Relationship between critical thinking disposition and research competence among clinical nurses: A cross-sectional study. Journal of Clinical Nursing, 29(7–8), 1332–1340. https://doi.org/10.1111/jocn.15201
Chen, S., & Fan, J. (2022). Validation of the psychometric properties of the Self-Directed Learning Readiness Scale. Nursing Open, 10(3), 1639–1646. https://doi.org/10.1002/nop2.1418
Coelho, G. L. H., Vilar, R., Hanel, P. H. P., Monteiro, R. P., Ribeiro, M. G. C., & Gouveia, V. V. (2018). Optimism scale: Evidence of psychometric validity in two countries and correlations with personality. Personality and Individual Differences, 134, 245–251. https://doi.org/10.1016/j.paid.2018.06.030
Cui, R., & Zhao, L. (2024). Assessing students’ critical thinking in dialogue. Journal of Intelligence, 12(11), 106. https://doi.org/10.3390/jintelligence12110106
Dávila-Villavicencio, R., Arias, S., Bedón, A., Perez-Brenis, J., Echabaudes-Ilizarbe, R., & Cunza-Aranzábal, D. (2024). Design and psychometric properties of the student perception of teacher care scale in university students. Education Sciences, 14(6), 605. https://doi.org/10.3390/educsci14060605
Emiliannur, E., Hamidah, I., Zainul, A., & Wulan, A. (2017). Using performance assessment model in physics laboratory to increase students’ critical thinking disposition. Journal of Physics: Conference Series, 895, Article 012143. https://doi.org/10.1088/1742-6596/895/1/012143
Galindo-Domínguez, H., Bezanilla, M., Campo, L., Nogueira, D., & Ruiz, M. (2023). A teachers’ based approach to assessing the perception of critical thinking in education university students based on their age and gender. Frontiers in Education, 8. 1127705. https://doi.org/10.3389/feduc.2023.1127705
Haeruddin, H., Prasetyo, Z. K., Supahar, S., Sesa, E., & Lembah, G. (2020). Psychometric and structural evaluation of the Physics Metacognition Inventory instrument. European Journal of Educational Research, 9(1), 215–225. https://doi.org/10.12973/eu-jer.9.1.215
Jalali, A., Naghibzadeh, A., Rostami, M., Ahmadi, Y., Khodamorovati, M., Vatandost, S., ... & Moradi, K. (2024a). Coronary Artery Disease Empowerment Scale (CADES): Persian translation and psychometric properties. BMC Cardiovascular Disorders, 24(1). https://doi.org/10.1186/s12872-024-04369-x
Jalali, A., Chavoshani, F., Rasad, R., Darvishi, N., Fashi, F., Khodamorovati, M., ... & Moradi, K. (2024b). Transcultural adaptation and psychometric properties of the Persian version of the Nursing Student Competence Scale (NSCS). SAGE Open Nursing, 10. https://doi.org/10.1177/23779608241299275
Leach, S. M., Immekus, J. C., French, B. F., & Hand, B. (2019, April 8). The factorial validity of the Cornell Critical Thinking Tests: A multi-analytic approach [Conference paper]. Advancements and Applications in Test Validity Research and Evaluation, Toronto, Canada. https://doi.org/10.3102/1431545
Li, S., Tang, S., Geng, X., & Liu, Q. (2022). Constructing a critical thinking evaluation framework for college students majoring in the humanities. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.1017885
Lins-Kusterer, L., Vieira, N., & Brites, C. (2024). Confirmatory validation of the transgender health care humanization scale. International Journal for Equity in Health, 23, 265. https://doi.org/10.1186/s12939-024-02351-9
Luo, S., & Zou, D. (2024). University learners’ readiness for ChatGPT-assisted English learning: Scale development and validation. European Journal of Education, 60(1). https://doi.org/10.1111/ejed.12886
Maison, M., Syahrial, S., Syamsurizal, S., & Tanti, T. (2019). Learning environment, students’ beliefs, and self-regulation in learning physics: Structural equation modeling. Journal of Baltic Science Education, 18(3), 389–403. https://doi.org/10.33225/jbse/19.18.389
Manggaberani, A., & Putro, N. H. P. S. (2024). Development of character assessment instrument on English learning for middle school students. Research and Development in Education (RaDEn), 4(1), 374–389. https://doi.org/10.22219/raden.v4i1.31923
Mirza, M., Khurshid, K., Shah, Z., Ullah, I., Binbusayyis, A., & Mahdavi, M. (2022). ILS validity analysis for secondary grade through factor analysis and internal consistency reliability. Sustainability, 14(13), 7950. https://doi.org/10.3390/su14137950
Moghaddam, R. G. (2019). Development of an instrument to measure EFL teachers’ perceptions of reflective teaching. Indonesian Journal of Applied Linguistics, 9(1). https://doi.org/10.17509/ijal.v9i1.12826
Oh, J., Kim, E., & Kim, H. (2025). Influence of critical thinking disposition, clinical reasoning competence, and nursing practice environment on medication safety competence of hospital nurses. Healthcare, 13(5), 542. https://doi.org/10.3390/healthcare13050542
Papagiannopoulou, T., Vaiopoulou, J., & Stamovlasis, D. (2025). Teachers’ readiness to implement robotics in education: Validation and measurement invariance of TRi-Robotics Scale via confirmatory factor analysis and network psychometrics. Behavioral Sciences, 15(9), 1227. https://doi.org/10.3390/bs15091227
Roberts, L. D., Heritage, B., & Gasson, N. (2015). The measurement of psychological literacy: A first approximation. Frontiers in Psychology, 6. https://doi.org/10.3389/fpsyg.2015.00105
Saputri, M., Indah, R. N., & Rasyid, F. (2022). Debate, critical thinking disposition, and self-confidence: Do they contribute to speaking proficiency? Premise: Journal of English Education, 11(1), 189. https://doi.org/10.24127/pj.v11i1.4533
Sireerat, K., Seki, N., Akiyama, M., Kinoshita, A., & Morio, I. (2022). Critical thinking disposition among Thai dental students. Journal of Dental Education, 86(8), 968–975. https://doi.org/10.1002/jdd.12913
Stewart, S., & Dempsey, L. (2005). A longitudinal study of baccalaureate nursing students’ critical thinking dispositions. Journal of Nursing Education, 44(2), 81–84. https://doi.org/10.3928/01484834-20050201-07
Suprapto, N. (2019). Development and validation of students’ perception on learning by questioning scale in physics. International Journal of Instruction, 12(2), 243–258. https://doi.org/10.29333/iji.2019.12216a
Tep, P., Maneewan, S., & Chuathong, S. (2021). Psychometric examination of Runco Ideational Behavior Scale: Thai adaptation. Psicologia: Reflexão e Crítica, 34(1). https://doi.org/10.1186/s41155-020-00170-9
Trigueros, R., Aguilar-Parra, J. M., Sánchez-Iglesias, A., González-Bernal, J. J., & Mercader, I. (2020). Adaptation and validation of the Multi-Dimensional Perceived Autonomy Support Scale for Physical Education to the Spanish physical exercise context. International Journal of Environmental Research and Public Health, 17(11), 3841. https://doi.org/10.3390/ijerph17113841
Umar, Ç. (2023). Investigation of critical thinking disposition and reflective thinking skills towards problem-solving of sports sciences students. The Online Journal of Recreation and Sport, 12(4), 687–700. https://doi.org/10.22282/tojras.1330861
Xu, L., Abdullah, T., Liu, Q., & Shahroom, N. (2023). Effects of critical thinking disposition on foreign language proficiency in foreign language learning: Evidence from China. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4350357
Yuan, L., Wang, D., Lew, B., Osman, A., & Jia, C. X. (2018). The Future Disposition Inventory-24: Reliability and validity estimates in a large sample of Chinese university students. BMC Psychiatry, 18(1). https://doi.org/10.1186/s12888-018-1875-8
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