Construction of Analytical Thinking Skills Instruments for Micro Teaching Courses

Authors

DOI:

https://doi.org/10.23887/jere.v7i2.57025

Keywords:

Analytical thinking instruments, HOTS instrumen, Teaching skills, Micro-teaching

Abstract

Living the life of the 21st century, one of the essential things that the world of education pays attention to is the development of students' analytical thinking skill activities. Research in various countries found only a few studies on developing analytical thinking instruments for Micro Teaching courses. Reports of several studies are limited to developing analytical thinking instruments for elementary school students. This research aims to construct analytical thinking skill instruments for Micro Teaching courses by adopting a development research model (test design, test trials, and test assembly). Nine items were designed using the concept of analytical thinking skills from Anderson and his colleagues; differentiation, organizing, and attributing, then validated by nine raters and tested on 30 students. Content validity testing (rater assessment) uses the Aiken–V formula, reliability testing uses Cronbach's alpha formula, Inter–Rater Reliability testing from Pearson's Intraclass Correlation Coefficients, construct validity testing uses Exploratory Factor Analysis (EFA), as well as analyzing the difficulty and discrimination item. The research results prove that the validity of the content of each item and the reliability test has been fulfilled. While the results of the trial using EFA confirmed the formation of three dominant factors with a loading factor value of ˃0.50, with a reliability coefficient of 0.82. The instrument is appropriate to use because, in addition to fulfilling the parameters of statistical testing, this instrument is also more operational, contextual, and practical to use to measure and assess analytical thinking skills for Micro Teaching courses.

References

Ad’hiya, E., & Laksono, E. W. (2020). Development and validation of an integrated assessment instrument to assess students’ analytical thinking skills in chemical literacy. International Journal of Instruction, 11(4), 241–256. https://doi.org/10.12973/iji.2018.11416a.

Ahdika, A. (2017). Improvement of quality, interest, critical, and analytical thinking ability of students through the application of research based learning (RBL) in introduction to stochastic processes subject. Int Elect J Math Ed, 12(2), 167–191. https://doi.org/10.29333/iejme/608.

Aiken, L. R. (1985). Three coefficients for analyzing the reliability, and validity of ratings. Educational and Psychological Measurement, 45, 131–142. https://doi.org/10.1177/0013164485451012.

Aksu, G., & Aser, M. T. (2020). Development of analytical thinking tendency scale: Validity and reliability study. İlköğretim Online, 19(4), 2307–2321. https://doi.org/10.17051/ilkonline.2020.764229.

Areesophonpichet, S. (2013). A development of analytical thinking skills of graduate studentsby using concept mapping. The Asian Conference on Education, 1–16. https://doi.org/10.22492/2186-5892.20130381.

Asmar, A., & Delyana, H. (2020). Hubungan Kemandirian Belajar Terhadap Kemampuan Berpikir Kritis Melalui Penggunaan Software Geogebra. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 9(2), 221–230. https://doi.org/10.24127/ajpm.v9i2.2758.

Baysal, E. A., & Ocak, G. (2022). University students’ cognitive bias in the context of their analytical thinking skills: A reliability and validity study. International Journal of Progressive Education, 18(3), 205–225. https://doi.org/10.29329/ijpe.2022.439.14.

Blegur, J., Lumba, A. J. F., & Ngongo, M. (2023). Tracing physical education teachers’ teaching difficulties in online era using teaching skill indicators. Pegem Journal of Education and Instruction, 13(1), 125–134. https://doi.org/10.47750/pegegog.13.01.15.

Blegur, J., Rajagukguk, C. P. M., Sjioen, A. E., & Souisa, M. (2023). Innovation of analytical thinking skills instrument for throwing and catching game activities for elementary school students. International Journal of Instruction, 16(1), 723–740. https://doi.org/10.29333/iji.2023.16140a.

Buch, R. S., Moitra, M., Damor, R., & Chauhan, N. (2021). Decision-making skills: An assessment among adolescents in Surat City. Indian Journal of Community Medicine, 46, 195–200. https://doi.org/10.4103/ijcm.IJCM_512_19.

Castillo, I., Molina-García, J., Estevan, I., Queralt, A., & Álvarez, O. (2020). Transformational teaching in physical education and students’ leisure-time physical activity: The mediating role of learning climate, passion and self-determined motivation. Int J Environ Res Public Health, 17(13), 4844. https://doi.org/10.3390/ijerph17134844.

Chumsukon, M., & Ruangsan, N. (2021). Integration of RBL and CLR to enhance analytical thinking skills of pre-service teachers. Review of International Geographical Education (RIGEO), 11(5), 2591–2598. https://doi.org/10.33403/rigeo.11.05.156.

Demir, E. (2022). An examination of high school students’ critical thinking dispositions and analytical thinking skills. Journal of Pedagogical Research, 6(4), 190–200. https://doi.org/10.33902/JPR.202217357.

Deng, C., Gulseren, D., Isola, C., Grocutt, K., & Turner, T. (2022). Transformational leadership effectiveness: An evidence-based primer. Human Resource Development International, 1–15. https://doi.org/10.1080/13678868.2022.2135938.

Friskawati, G. F., Karisman, V. A., & Stephani, M. R. (2019). Analyzing the challenges to using technology in physical education. Advances in Social Science, Education and Humanities Research, 407, 15–17. https://doi.org/10.2991/assehr.k.200219.005.

Huincahue, J., Borromeo-Ferri, R., Reyes-Santander, P., &Garrido-Véliz, V. (2021). Mathematical thinking styles-the advantage of analytic thinkers when learning mathematics. Educ. Sci., 11, 289. https://doi.org/10.3390/educsci11060289.

Irwahand, F. N. E., Mat-Rasid, S., Lee, J. L. F., Elumalai, G., Shahril, M. I., & Ahmad, M. A. I. (2022). Perceived barriers to adopting information and communication technology in physical education. Pedagogy of Physical Culture and Sports, 26(5), 291–299. https://doi.org/10.15561/26649837.2022.0503.

Jumhur, A. A., Mahir, I., Avianti, R. A., & Susilawati, R. (2021). Assessment instruments for critical thinking ability in basic work lessons of industrial engineering class. Journal of Educational Research and Evaluation, 5(3), 452–458. https://doi.org/10.23887/jere.v5i3.33861.

Karim, S. A., Sudiro, S., & Sakinah, S. (2021). Utilizing test items analysis to examine the level of difficulty and discriminating power in a teacher-made test. EduLite: Journal of English Education, Literature and Culture, 6(2), 256–269. https://doi.org/10.30659/e.6.2.256-269.

Kesorn, N., Junpeng, P., Marwiang, M., Pongboriboon, K., Tang, K. N., Bathia, S., & Wilson, M. (2020). Development of an assessment tool for mathematical reading, analytical thinking and mathematical writing. International Journal of Evaluation and Research in Education, 9(4), 955–962. https://doi.org/10.11591/ijere.v9i4.20505.

Khan, M., & Aljarallah, B. M. (2011). Evaluation of modified essay questions (MEQ) and multiple choice questions (MCQ) as a tool for assessing the cognitive skills of undergraduate medical students. Int J Health Sci (Qassim), 5(1), 39–43. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3312767.

Kim, M., Hushman, G., Holzberg, L., & So, H. (2017). The effect of transformational leadership on middle school students’ intrinsic motivation and expectancy-value in physical education. European Journal of Educational Sciences, 4(2), 22–31. https://doi.org/10.19044/ejes.v4no2a2.

Kirman-Bilgin, A., & Kala, N. (2022). Using case-based science scenarios to analyze preservice teachers’ analytical thinking skills. Uramsal Eğitimbilim Dergisi [Journal of Theoretical Educational Science], 15(4), 867–883. https://doi.org/10.30831/akukeg.1095368.

Koo, T. K., & Li, M. Y. (2016). A guideline of selecting and reporting intraclass correlation coefficients for reliability research. Journal of Chiropractic Medicine, 15(2), 155–163. https://doi.org/10.1016/j.jcm.2016.02.012.

Kriswandani, Sa’dijah, C., Irawati, S., & Hidayanto, E. (2019). Student’s analytical and syntheticthinking level insolve linear programming. 3rd International Conference on Gender Equality and Ecological Justice, 1–10. https://books.google.com/books?hl=id&lr=&id=O8c7EAAAQBAJ&oi.

Kwangmuang, P., Jarutkamolpong, S., Sangboonraung, W., & Daungtod, S. (2021). The development of learning innovation to enhance higher order thinking skills for students in Thailand junior high schools. Heliyon, 7(6), 1–13. https://doi.org/10.1016/j.heliyon.2021.e07309.

Mahyastuti, I., Dwiyana, & Hidayanto, E. (2020). Kemampuan berpikir analitis siswa dalam memecahkan masalah matematis. Jurnal Pendidikan Matematika Dan Sains, 8(1), 1–6. https://doi.org/10.21831/jpms.v8i1.19644.

Mayarni, M., & Nopiyanti, E. (2021). Critical and analytical thinking skill in ecology learning: Acorrelational study. Jurnal Pendidikan Biologi Indonesia, 7(1), 63–70. https://doi.org/10.22219/jpbi.v7i1.13926.

Oriondo, L. L., & Dallo–Antonio, E. M. (1984). Evaluation educational outcomes. Rex Printing Company, Inc.

Ornstein, A. C. (1992). Essay tests: Use, development, and grading. The Clearing House, 63(3), 175–177. https://doi.org/10.1080/00098655.1992.10114195.

Phurikultong, N., & Kantathanawat, T. (2022). Flipping the undergraduate classroom to develop student analytical thinking skills. Emerging Science Journal, 6(4), 739–757. https://doi.org/10.28991/ESJ-2022-06-04-06.

Plöger, W., Krepf, M., Scholl, D., & Seifert, A. (2020). Analytical competence of teachers. Teacher Education Quarterly, 47(2), 134–157. https://www.jstor.org/stable/26912670.

Puchumni, P., Tungpradabkul, S., & Magee, R. (2019). Using Information retrieval activities to foster analytical thinking skills in higher education in Thailand: A casestudy of local wisdom education. Asian Journal of Education and Training, 5(1), 80–85. https://doi.org/10.20448/journal.522.2019.51.80.85.

Putri, S. M. Z. P., Cari, C., & Sunarno, W. (2019). Analysis of analytical thinking and misconceptions on the concepts of heat and temperature on physics students. IOP Conf. Series: Journal of Physics: Conf. Series, 012031. https://doi.org/10.1088/1742-6596/1233/1/012031.

Ramadani, A. S., Supardi, Z. A. I., Tukiran, & Hariyono, E. (2021). Profile of analytical thinking skills through inquiry-based learning in science subjects. Studies in Learning and Teaching, 2(3), 45–60. https://doi.org/10.46627/silet.v2i3.83.

Reiner, C., Bothell, T., Sudweeks, R., & Wood, B. (2002). Preparing effective essay questions. New Forums Press.

Rengganis, A. P., & Yulianto, A. (2018). Analysis of students’ analytical thinking skill in electromagnetic induction concept using mini tesla coil. Physics Communication, 2(2), 130–140. https://doi.org/10.15294/physcomm.v2i2.14966.

Sadhu, S., & Laksono, W. (2018). Development and validation of an integrated assessment for measuring critical thinking and chemical literacy in chemical equilibrium. International Journal of Instruction, 11(3), 557–572. https://doi.org/10.12973/iji.2018.11338a.

Sari, W. K., & Nada, E. I. (2022). Marzano taxonomy-based assessment instrument to measure analytical and creative thinking skills. Jurnal Pendidikan Kimia Indonesia, 6(1), 46–54. https://doi.org/10.23887/jpk.v6i1.40117.

Șchiopu, L. (2018). Integrating metacognition and critical thinking skills in the exploration of culture in EFL classroom. Journal of Pedagogical Research, 2(3), 181–191. https://www.ijopr.com/article/integrating-metacognition-and-critical-thinking-skills.

Sharma, L. R. (2021). Analysis of difficulty index, discrimination index and distractor efficiency of multiple choice questions of speech sounds of English. International Research Journal of MMC, 2(1), 15–28. https://doi.org/10.3126/irjmmc.v2i1.35126.

Shrestha, N. (2021). Factor analysis as a tool for survey analysis. American Journal of Applied Mathematics and Statistics, 9(1), 4–11. https://doi.org/10.12691/ajams-9-1-2.

Sitthipon, A. (2012). Development of teachers’ learning management emphasizing on analytical thinking in Thailand. Procedia–Social and Behavioral Sciences, 46(1), 3339–3344. https://doi.org/10.1016/j.sbspro.2012.06.063.

Sitthipon, A. (2017). Development of analytical thinking skills among Thai university students. TOJET: The Turkish Online Journal of Educational Technology, Special Is, 862–869. https://ijournalse.org/index.php/ESJ/article/view/968.

Spaska, A. M., Savishchenko, V. M., Komar, O. A., Нritchenko, T. Y., & Maidanyk, O. V. (2021). Enhancing analytical thinking in tertiary students using debates. European Journal of Educational Research, 10(2), 879–889. https://doi.org/10.12973/eu-jer.10.2.879.

Sudijono, A. (2011). Evaluasi pendidikan. Raja Grafindo Persada.

Supriati, Y., Afridita, M., & Siswoyo. (2021). Mapping instruments analytical thinking ability of SMA grade XI and rotational dynamics. AIP Conference Proceedings, 020042. https://doi.org/10.1063/5.0038115.

Suyatman, Saputro, S., Sunarno, W., & Sukarmin. (2021). Profile of student analytical thinking skills in the natural sciences by implementing problem-based learning model. Educational, Cultural and Psychological Studies, 23, 89–111. https://doi.org/10.7358/ecps-2021-023-suya.

Thaneerananon, T., Triampo, W., & Nokkaew, A. (2016). Development of a test to evaluate students’ analytical thinking based on fact versus opinion differentiation. International Journal of Instruction, 9(2), 123–138. https://doi.org/10.12973/iji.2016.929a.

Theabthueng, P. (2022). The development of grade 8 student analytical thinking and learning achievement using the integrated problem-based learning and think-pair-share technique. Journal of Educational Issues, 8(1), 420–429. https://doi.org/10.5296/jei.v8i1.19711.

Thorndike, R. L., & Hagen, E. P. (1977). Measurement and evaluation in psychology and education. John Wiley and Sons, Inc.

Watkins, M. W. (2018). Exploratory factor Analysis: a guide to best practice. Journal Black Psychol, 44(3), 219–246. https://doi.org/10.1177/0095798418771807.

Wiyarsi, A., Fachriyah, A. R., Supriadi, S., & Damanhuri, M. I. b. M. (2019). A test of analytical thinking and chemical representation ability on “rate of reaction” topic. Cakrawala Pendidikan: Jurnal Ilmiah Pendidikan, 38(2), 228–242. https://doi.org/10.21831/cp.v38i2.23062.

Woods, C. M., & Edwards, M. C. (2011). Factor analysis and related methods. Essential Statistical Methods for Medical Statistics, 27, 174–201. https://doi.org/10.1016/B978-0-444-53737-9.50009-8.

Yandriani, R. U., & Erna, M. (2020). Validity and reliability of assessment instruments for analytical thinking ability and chemical literacy in the colligative properties. J. Phys. : Conf. Ser., 1655(012056). https://doi.org/10.1088/1742-6596/1655/1/012056.

Yulina, I. K., Permanasari, A., Hernani, & Setiawan, W. (2021). Interactive multimedia HPLC: Tool forenhance students’ analytical thinking skills. Journal of Engineering Science and Technology, Special Is, 9–17. http://jestec.taylors.edu.my/Special Issue_ICMSCE 2021/SP_ICMSCE_02.pdf.

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2023-05-19

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