A Rasch Model Analysis in Measuring students' Critical Thinking Skills in science learning model Problem Based Learning (PBL) Based on Local Wisdom

Sri Anika Cahayu(1*), Jodion Siburian(2), Afreni Hamidah(3), Ilham Falani(4)


(1) Universitas Jambi
(2) Universitas Jambi
(3) Universitas Jambi
(4) Universitas Jambi
(*) Corresponding Author

Abstract


One of the skills that students must have in the 21st century is critical thinking skills. The learning model that can develop critical thinking skills is the model of problem-based learning (PBL). The purpose of this study is to measure the critical thinking skills of students in sciencelearning model problem-based learning (PBL) based on local wisdom using the Rasch model. The critical thinking skills test was given to 36 students of class VII A and VII B at SMP Negeri 6 Sungai Penuh. The samples in this study were divided into control and experimental classes selected through the purposive sampling technique. Data collection techniques used tests and observation sheets. The data obtained were analyzed through a quantitative descriptive approach using the help of the Rasch model program with Winsteps software. The study results explained that problem-based learning (PBL) of local wisdom can improve critical thinking skills on student learning outcomes with Rasch analysis. The unidimensional value indicates that the test measures one dominant variable, namely students' critical thinking skills, with a raw variance value of 42.3% (good) and a variance value of < 15% in the ideal test category. The results of the item reliability test using winstep indicate item reliability and person reliability of 0.44 and 0.45 with a Cronbach's alpha value of 0.91 (reliable). These results indicate that the items on the items are normal and valid in measuring students' critical thinking skills.

Keywords


Rasch Model1; Critical Thinking2; Science Learning3; Problem Based4; Local Wisdom5

Full Text:

PDF

References


Amalia, M. (2022). Learning innovation of independent learning curriculum in the Era of Society 5.0 for the Industrial Revolution 4.0. National Seminar on Social Science, Education, Humanities, 1, 1-6. http://prosiding.unipma.ac.id/index.php/SENASSDRA

Andrich, D., & Marais, I. (2019). A course in Rasch measurement theory. Measuring in the Educational, Social and Health Sciences, 41-53.

Astuti, T. P. (2019). Problem-Based Learning Model with Mind Mapping in 21st Century Science Learning. Proceeding of Biology Education, 3(1), 64-73. https://doi.org/10.21009/pbe.3-1.9

Avitrananda, K. S., Kusuma, M., & Fatkhurrohman, M. A. (2020). Implementation of Problem-Based Learning Based on Local Wisdom of Kaligua Tea Garden in Improving Critical Thinking Ability of Students. JPMP: Journal of MIPA Pancasakti Education, 4(2), 114-122. http://e-journal.ups.ac.id/index.php/jpmp

Aziz, R. (2015). Application of Rasch Model in Testing Mental Health Measures in the Workplace. Journal of Psychoislamika, 12(2), 29-39.

Ennis, R. H. (2011). The Nature of Critical Thinking: An Outline of Critical Thinking Dispositions and Abilities. Champaign University of Illinois.

Falani, I., Iriyadi, D., Wardani, I. Y., Susanti, H., & Nasution, R. A. (2022). A Rasch Analysis of Perceived Stigma of COVID-19 among Nurses in Indonesia Questionnaire. Psychological Thought, 15(1), 12–28. https://doi.org/10.37708/psyct.v15i1.530

Hadi, K., Dazrullisa, Hasruddin, & Manurung, B. (2019). The Effect of Teaching Materials Based on Local Value Integrated by Character Education through PBL Models on Students' High Order Thinking Skill. Britain International of Humanities and Social Sciences (BIoHS)

Journal, 1(2), 213-223. https://doi.org/10.33258/biohs.v1i2.54

Hariandi, A., Sipahutar, M., Simbolon Betty Era Natalia, Yulizha, A. F., & Fahriansyah, M. D. (2022). Moral And Social Values In The Implementation Of Kenduri Sko In Lolo Kecil Village, Bukit Kerman District, Kerinci Regency. JRSSEM, 02(4), 436-444. https://doi.org/10.36418/jrssem.v2i04.266

Husain, R., & Kaharu, A. (2021). Facing the 21st Century Era: Challenges for Early Childhood Education Teachers in Bone Bolango Regency. Journal of Obsession: Journal of Early Childhood Education, 5(1), 85-92. https://doi.org/10.31004/obsesi.v5i1.527

Muliastrini, N. K. E. (2020). New Literacy as an Effort to Improve the Quality of Elementary School Education in the 21st Century. PENDASI: Indonesian Journal of Basic Education, 4(1), 115-125.

Mutiara, J., & Fridayati, L. (2022). Study of Lemang Kancung Beruk in Dusun Baru Village, Lempur, Kerinci Regency. Journal of Culinary Education and Technology, 3(1), 75-80. https://doi.org/10.2403/80sr379.00

Nurdeni, Bhakti, Y. B., Alfin, E., Marhento, G., & Purwanti, P. (2022). The ability of junior high school students with ethnoscience learning. Journal of Education and Counseling, 4(3), 9779-9807.

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. Indonesian Journal of Science Education, 10(2), 187-199. https://doi.org/10.15294/jpii.v10i2.29956

Rinto, R., Iswari, R. S., Mindyarto, B. N., & Saptono, S. (2022). Project Based Learning Using Ethno-Stem Approach: Improving Creative Thinking Skill of Pharmacy Students at Medical Vocational High School. ISET, 197-201. https://proceeding.unnes.ac.id/index.php/iset

Rozeha, A. R., Azami, Z., & Mohd Saidfudin, M. (2007). Application of Rasch Measurement in Evaluation of Learning Outcomes: A case study in electrical engineering. In. Regional Conference on Engineering Mathematics, Mechanics, Manufacturing & Architecture (EM3ARC).

Sumintono, B., & Widhiarso, W. (2015). Application of Rasch modeling in educational assessment. Trim Komunikata.

Trilling, B., & Fadel, C. (2012). Partnerships for 21st Century Skills (1st ed.). Jossey Bass.

Wang, W. C., & Wilson, M. (2005). The Rasch testlet model. Applied Psychological Measurement, 29(2), 126-149.

Wright, B. D., & Mok, M. G. N. (2004). Introduction to Rasch measurement.MESA Press.

Zubaidah, S. (2018). Get to know 4C: Learning And Innovation Skills to Face the Era of Industrial Revolution 4.0. https://www.researchgate.net/publication/332469989


Article Metrics

Abstract view : 316 times
PDF - 15 times

DOI: https://doi.org/10.26714/jps.12.1.2024.1-8

Refbacks

  • There are currently no refbacks.


Copyright (c) 2024 JURNAL PENDIDIKAN SAINS UNIVERSITAS MUHAMMADIYAH SEMARANG

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

EXECUTIVE OFFICE

JURNAL PENDIDIKAN SAINS UNIVERSITAS MUHAMMADIYAH SEMARANG
DEPARTMENT OF CHEMISTRY EDUCATION
FACULTY OF MATHEMATICS AND NATURAL SCIENCES
MUHAMMADIYAH SEMARANG UNIVERSITY

Jl. Kedungmundu Raya No.18, Semarang, Jawa Tengah, Indonesia
    Telp. (024)76740231, 76740231
    email: jps@unimus.ac.id


Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License

Journal Pendidikan Saisn (JPS)
ISSN:2339-0786, e-ISSN:2502-1443
Published by: Chemistry Education, Muhammadiyah Semarang University