Pengembangan Instrumen Keterampilan Berpikir Kritis pada Pembelajaran Matematika SMA

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Budi Harjo
Sudarmadi Putra
https://orcid.org/0000-0002-8222-8070
Kafin Jaladri
Joko Subando

Abstract

Purpose – This study aims to develop an instrument for assessing critical thinking skills that meets the criteria for validity, reliability, and good item quality.
Method – Preliminary research identified challenges faced by mathematics teachers in designing valid and reliable assessment instruments for students' critical thinking skills. To address this, the study employed a literature review, expert validation, and both limited and expanded trials. Content validity was assessed using Aiken’s validity index, while construct validity and reliability were analyzed using Confirmatory Factor Analysis (CFA).
Findings – The first-stage trial focused on assessing content validity through Aiken’s validity index. The results indicated that both the construction material and linguistic/readability aspects achieved validity values above 0.5, confirming the instrument’s suitability for high school mathematics learning. The subsequent expanded trial evaluated construct validity and reliability using CFA. The analysis demonstrated that all indicator factor loadings exceeded 0.5, confirming their validity, while construct reliability values exceeded 0.7, indicating reliability. Additionally, the model fit indices showed RMSEA < 0.08, p-value > 0.05, Chi-Square/df < 2, AGFI > 0.9, and GFI > 0.9, confirming that the developed model aligned well with the empirical data.
Research Implications – The developed instrument effectively measures critical thinking skills in mathematics learning, meeting the criteria for a robust assessment tool with strong validity, reliability, and model fit. It is recommended for broader implementation in educational settings.

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How to Cite
Harjo, B., Putra, S., Jaladri, K., & Subando, J. (2025). Pengembangan Instrumen Keterampilan Berpikir Kritis pada Pembelajaran Matematika SMA . Nusantara: Jurnal Pendidikan Indonesia, 5(1), 153–164. https://doi.org/10.62491/njpi.2025.v5i1-12

References

  1. Aizikovitsh-Udi, E., & Cheng, D. (2015). Developing Critical Thinking Skills from Dispositions to Abilities: Mathematics Education from Early Childhood to High School. Creative Education, 06(04), 455–462. https://doi.org/10.4236/ce.2015.64045
  2. Aldila Afriansyah, E., Herman, T., Turmudi, & Afgani Dahlan, J. (2021). Critical thinking skills in mathematics. Journal of Physics: Conference Series, 1778(1). https://doi.org/10.1088/1742-6596/1778/1/012013
  3. Assyauqi, M. I. (2020). Model Pengembangan Borg and Gall. Institut Agama Islam Negeri, December, 2–8. https://www.taufiq.net/2019/09/model-penelitian-pengembangan-borg-and.html
  4. Bartholomeu, D., Silva, M. C. R. da, & Montiel, J. M. (2016). Improving the Likert Scale of the Children’s Social Skills Test by Means of Rasch Model. Psychology, 07(06), 820–828. https://doi.org/10.4236/psych.2016.76085
  5. Budden, L. (2007). Critical Thinking Skills. Developing Effective Analysis and Argument. In Contemporary Nurse (Vol. 25, Issues 1–2). https://doi.org/10.5172/conu.2007.25.1-2.174a
  6. Changwong, K., Sukkamart, A., & Sisan, B. (2018). Critical thinking skill development: Analysis of a new learning management model for Thai high schools. Journal of International Studies, 11(2), 37–48. https://doi.org/10.14254/2071
  7. Costa, S. L. R., Obara, C. E., & Broietti, F. C. D. (2020). Critical thinking in Science education and Mathematics education: research trends of 2010-2019. Research, Society and Development, 9(9), e115996706. https://doi.org/10.33448/rsd-v9i9.6706
  8. Harjo, B., Kartowagiran, B., & Mahmudi, A. (2019). Development of critical thinking skill instruments on mathematical learning high school. International Journal of Instruction, 12(4), 149–166. https://doi.org/10.29333/iji.2019.12410a
  9. Mariati, I. (2012). Analisis Butir Soal Dengan Teori Tes Klasik (Classical Test Theory) Dan Teori Respons Butir (Item Response Theory) (Studi Kasus: Soal Ujian Olimpiade Sains Provinsi Bidang Informatika 2009). PYTHAGORAS Jurnal Pendidikan Matematika, 5(2), 1–13. https://doi.org/10.21831/pg.v5i2.536
  10. Miftahunida, F. A., Rasiman, R., & Setiawan, A. (2024). Analisis Kemampuan Berpikir Kritis Peserta Didik Kelas XI pada Materi Lingkaran. FARABI: Jurnal Matematika Dan Pendidikan Matematika, 7(1), 110–118. https://doi.org/10.47662/farabi.v7i1.726
  11. Mustafidah, H., & Harjono, H. (2019). Implementation of QUEST Program to analyze test items for SMP Muhammadiyah 2 Karanglewas Teachers. JPPM (Jurnal Pengabdian Dan Pemberdayaan Masyarakat), 3(2), 321.
  12. Nurjanah, S., Istiyono, E., Widihastuti, W., Iqbal, M., & Kamal, S. (2023). The Application of Aiken’s V Method for Evaluating the Content Validity of Instruments that Measure the Implementation of Formative Assessments. Journal of Research and Educational Research Evaluation, 12(2), 2023–2125. http://journal.unnes.ac.id/sju/index.php/jere
  13. Purwaningsih, W., & Wangid, M. N. (2021). Improving students’ critical thinking skills using Time Bar Media in Mathemathics learning in the third grade primary school. Jurnal Prima Edukasia, 9(2), 248–260. https://doi.org/10.21831/jpe.v9i2.39429
  14. Ramdani, A., Jufri, A. W., Gunawan, Fahrurrozi, M., & Yustiqvar, M. (2021). Analysis of students’ critical thinking skills in terms of gender using science teaching materials based on the 5e learning cycle integrated with local wisdom. Jurnal Pendidikan IPA Indonesia, 10(2), 187–199. https://doi.org/10.15294/jpii.v10i2.29956
  15. Rosnawati, R., Kartowagiran, B., & Jailani, J. (2015). A formative assessment model of critical thinking in mathematics learning in junior high school. REID (Research and Evaluation in Education), 1(2), 186–198. https://doi.org/10.21831/reid.v1i2.6472
  16. Rubiyanti, R., Badarudin, B., & Eka, K. I. (2020). Improving Critical Thinking Skills and Learning Independence Using Problem Based Learning Based On Science Literation. Indonesian Journal of Educational Studies, 23(1), 34. https://doi.org/10.26858/ijes.v23i1.13342
  17. Septiany, L. D., Puspitawati, R. P., Susantini, E., Budiyanto, M., Purnomo, T., & Hariyono, E. (2024). Analysis of High School Students’ Critical Thinking Skills Profile According to Ennis Indicators. IJORER?: International Journal of Recent Educational Research, 5(1), 157–167. https://doi.org/10.46245/ijorer.v5i1.544
  18. Snyder, L. G., & Snyder, M. J. (2008). Optional Teaching Critical Thinking and Problem Solving Skills. The Journal of Research in Business Education, 50(2), 90.
  19. Sri Annisa, I., & Mailani, E. (2023). Analisis Faktor Penyebab Kesulitan Siswa Dalam Pembelajaran Tematik. INNOVATIVE: Journal Of Social Science Research, 3(2), 6469–6477. https://j-innovative.org/index.php/Innovative%0AAnalisis
  20. Sumaryanta. (2021). Teori Tes Klasik dan Teori Respon Butir: Konsep dan Contoh Penerapannya. In Cetakan Pertama (Vol. 15, Issue 2).
  21. Widana, I. W. (2018). Higher Order Thinking Skills Assessment towards Critical Thinking on Mathematics Lesson. International Journal of Social Sciences and Humanities (IJSSH), 2(1), 24–32. https://doi.org/10.29332/ijssh.v2n1.74
  22. Wijayanti, T., & Sukestiyarno, M. (2014). Innovative Journal of Curriculum and Educational Technology Pengembangan Instrumen Penilaian Pembelajaran (Implementasi Penilaian Kemampuan Berfikir Kritis Dan Karakter Demokratis Pada Materi Sistem Politik Indonesia Dengan Metode Pembelajaran Role Playing. Innovative Journal of Curriculum and Educational Technology, 3(2), 1–8. http://journal.unnes.ac.id/sju/index.php/ujet

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