DEVELOPMENT OF NON-COGNITIVE INSTRUMENT FOR STUDENT MOTIVATION IN WORK-ENERGY USING PBL MODEL

PENGEMBANGAN INSTRUMEN NON-TES UNTUK MENGUKUR MOTIVASI BELAJAR SISWA PADA MATERI USAHA DAN ENERGI DENGAN MODEL PBL

Authors

  • Sekar Indah Ret Noning Tiyas Universitas Negeri Yogyakarta
  • Edi Istiyono Universitas Negeri Yogyakarta, Yogyakarta, Indonesia
  • Widihastuti Widihastuti Universitas Negeri Yogyakarta, Yogyakarta, Indonesia
  • Edy Supriyadi Universitas Negeri Yogyakarta, Yogyakarta, Indonesia

DOI:

https://doi.org/10.59052/edufisika.v11i1.53025

Keywords:

Work and Energy, Motivation to Learn, Non-Test Instruments

Abstract

This study aimed to develop a non-standardized, context-appropriate instrument to measure student motivation to learn about work and energy within a problem-based learning (PBL) framework. The development of this instrument addresses the lack of valid and reliable tools for physics learning by providing a means of assessing motivation in active, problem-solving classrooms. A research and development (R&D) approach was employed, and the construct validity of the instrument was examined using exploratory factor analysis (EFA) and confirmatory factor analysis (CFA). The study included 150 students who had previously participated in PBL-based physics learning. The results showed that the instrument demonstrated high reliability (Cronbach's alpha = 0.95) and was suitable for factor analysis (KMO = 0.83, Bartlett's test = 0.000). Exploratory factor analysis (EFA) revealed two main factors explaining 53% of the total variance, and confirmatory factor analysis (CFA) validated a two-factor model with moderate fit (CFI = 0.797; TLI = 0.772; RMSEA = 0.129; SRMR = 0.074). These results demonstrate the feasibility and effectiveness of the instrument for measuring student motivation in problem-based physics learning. Its originality lies in its contextual design, which allows for the capture of motivation related to physical content, problem-solving, and collaboration, unlike general motivation scales. This study offers an empirically validated tool for more precise assessment, the improvement of teaching practices, and future research, although further refinements are still needed.

Downloads

Download data is not yet available.

Author Biography

Sekar Indah Ret Noning Tiyas, Universitas Negeri Yogyakarta

Sekolah Pascasarjana UNY

Mahasiswa

References

Aidoo, B., Chebure, A., Gyampoh, AO, & Tsyawo, J. (2024). Evaluation of the motivation and learning strategies of student teachers in survey-based digital learning. Educational Sciences, 14(1233), 1–13.https://doi.org/10.3390/educsci14111233

Alvarez, GM, & Greca, IM (2025). Problem-based learning as a physics teaching strategy in higher technical and vocational education: a case study in Chile. Education Sciences, 15(941), 1–20.https://doi.org/10.3390/educsci15080941

Amalia, N., Aini, Q., Siswoyo, AA, Madura, UT and Inda, PT (2024). Pembelajaran Implementation Model Problem-Based Learning Dalam Meningkatkan Motivasi Belajar Pkn Siswa Melalui Penggunaan Instrumen Non Tes Pembelajaran Implementation Model Problem-Based Learning Dalam Meningkatkan Motivasi Belajar. JURNAL MEDIA AKADEMIK (JMA) Vol.2, 2(12), 1–15.https://doi.org/10.59672/widyadari.v25i2.4123

Andri, JM (2026). Improving student motivation, engagement and learning environment in a transnational civil engineering program. 1–21. https://doi.org/10.3390/educsci16010061

Arrieta-Cohen, MC, Torres-Arizal, LA, & Le, R. (2024). Evaluation of the impact of an educational intervention using project-based learning on post-pandemic recovery in rural Colombia. Education Sciences, 14(1341), 1–27. https://doi.org/10.3390/educsci14121341

Berlian, M. (2021). Development of a Webtoon non-test instrument as an educational medium. International Journal Of Evaluation And Research In Education (IJERE) Vol., 10(1), 185–192.http://doi.org/10.11591/ijere.v10i1.21007

Bogner, FX (2022). Educational Sciences: Measuring students' academic motivation. Educational Sciences, 12(378), 1–15.https://doi.org/10.3390/educsci12060378

Castillo-Reche, IS (2023). Improving university guidance and tutoring. Social Sciences, 12(56), 1–15. https://doi.org/10.3390/socsci12020056

Chien, CT (2025). Assessing problem-based learning in a general education course focused on ESG: A mixed-methods study of student skill development. Sustainability, 17(7944), 1–24.https://doi.org/10.3390/su17177944

Choi, J. (2025). Effectiveness and design of a problem-based learning project approach for non-specialist university computer science courses. Applied Sciences, 15(50), 1–15.https://doi.org/10.3390/app15010050

Dianty, M. Al. (2026). Statistik Dan Validitas Penelitian. https://www.researchgate.net/publication/399774871_Buku_Statistik_dan_Validitas_Penelitian

Duryadi. (2024). Penelitian Ilmiah Method. https://penerbit.stekom.ac.id/index.php/yayasanpat/article/view/283?__cf_chl_rt_tk=OpY5PCtEvn6iJE1fKJcvRoMtV3VZFJzfwAI2YRcjyHk-1776012837-1.0.1.1-vHZIgIWA4hfWYtSOzR7S4Wooma01ENrLgOxTrh3n1eQ

Gabriel, J., Solórzano, L., Jonathan, C., & Rueda, Á. (2024). Measuring undergraduate students' motivation levels when learning to program in virtual worlds. Computers, 13(188), 1–22.https://doi.org/10.3390/computers13080188

Hardiyanti, Y., Aji, SD and Pratiwi, HY (2023). Pengembangan Module Fisika Berbasis Problem Based Learning Pada Materi Usaha Dan Energi Untuk Meningkatkan Minat Dan Hasil Belajar Peserta Didik SMA. Jurnal Terapan Sains & Teknologi, 5(1), 1–8. https://ejournal.unikama.ac.id/index.php/jtst/article/view/7924/3929

Hashim, H. (2023). Development and validation of an instrument to assess the sustainability of technology-enhanced learning and teaching in spelling instruction. Sustainability Article, 15(4256), 1–19.https://doi.org/10.3390/su15054256

Juhairiyah. (2024). Penerapan Model Problem-Based Learning Dengan Instrumen Non Tes (Observasi) Pada Pembelajaran Ipas Kelas Iv. JIPDAS: Jurnal Ilmiah Pendidikan Dasar, 3(1), 184-192. https://doi.org/10.37081/jipdas.v5i3.4105

Komariah, Nova Scotia, and Anwar, M. (2025). Riset Method. https://omp.mediakunkun.com/index.php/book/catalog/book/13

Lara-Bercial, PJ, Mart, J., & Lavado-Anguera, S. (2024). Impact of problem-based learning in educational sciences on learning outcomes in computer engineering: A 12-year analysis. Educational Sciences Article, 14(653), 1–20.https://doi.org/10.3390/educsci14060653

Lasni, D. (2025). Analyze Eksperimen Pengaruh Problem-Based Learning Terhadap Kemampuan Berpikir Kreatif Dan Motivasi Belajar Matematika Siswa SD. Jurnal Obsesi: Jurnal Pendidikan Anak Usia Dini, 9(2), 501-518.https://doi.org/10.31004/obsesi.v9i2.6881

Lavado-Anguera, S. (2024). Project-based learning in educational sciences (PBL) as an experiential pedagogical methodology in engineering education: a literature review. Educational Sciences, 14(617), 1–20.https://doi.org/10.3390/educsci14060617

Lim, L., Lim, SH, Ying, W., & Lim, R. (2022). Behavioral Sciences: A Rasch analysis of students' academic motivation toward mathematics in an adaptive learning system. Behavioral Sciences, 12(244), 1–13.https://doi.org/10.3390/bs12070244

Macintosh, N., & Asghar, A. (2025). An integrated framework for motivating student engagement in science education for sustainable development. 1–13. https://doi.org/10.3390/educsci15070903

Mahendra, F. (2024). Penerapan Pembelajaran Model Problem-Based Learning Dengan Instrumen Non-Tes Terhadap Capaian Hasil Belajar Siswa Pada Mata Pelajaran Bahasa Indonesia Kelas 3 Sdn Gili Timur 2. JIPDAS: Jurnal Ilmiah Pendidikan Dasar, 3(1), 131-142. https://backup-ejournal.lpipb.com/index.php/jipdas/article/view/471/338

Manzano-Le, A., Camacho-Lazarraga, P., Guerrero-Puerta, MA, Guerrero-Puerta, L., Alias, A., & Aguilar-Parra, JM (2021). Development and validation of a motivation questionnaire for cooperative and playful learning strategies. I-Com: Indonesian Community Journal, International Journal of Environmental and Public Health Research, 18(960), 1–10. https://doi.org/10.3390/ijerph18030960

Marcinauskas, L., Iljinas, A., and Stankus, V. (2024). Educational Sciences: Problem-based learning versus traditional learning in physics teaching for engineering students. Educational Sciences, 14(154), 1–10.https://doi.org/10.3390/educsci14020154

Mutanga, MB (2024). Students' perspectives and experiences in project-based learning: a qualitative study. Trend In Higher Education, 1(3), 903–911.https://doi.org/10.3390/higheredu3040052

Putri, MW, Prayogi, S., Gummah, S., & Azmi, I. (2023). Pengaruh Model of Problem-Based Learning (PBL) Terhadap Kemampuan Pemecahan Masalah Fisika Siswa The influence of the problem-based learning (PBL) model on students' physics problem-solving skills. Lensa: Jurnal Kependidikan Fisika, 11(1), 22-34.https://doi.org/10.33394/j-lkf.v11i1.10071

Reis, MJCS (2025). Motivational teaching techniques in secondary and higher education: a systematic review of active learning methodologies. 1–18.https://doi.org/10.3390/digital5030040

Ren, X., & Wang, L. (2025). Disappearance of integrative motivation: A validated motivation scale for Southeast Asian language learners. Behavioral Sciences, 15(464), 1–20.https://doi.org/10.3390/bs15040464

Ruslan, M. and Mustapa, T. (2023). Penerapan Model Pembelajaran Kooperatif Tipe Think Pair Share. 13(164), 1-12.https://doi.org/10.36915/jitu

Sanchez, C., & Porro, B. (2024). Development of a new scale to assess students' self-determination at school (AAS). Eur. J. Investig. Health Psychol. Edu, 1(14), 181–202.https://doi.org/10.3390/ejihpe14010012

Saputri, E., Astuti, W., and Hidayat, R. (2025). Innovation and strategies for the development of non-test-related instruments and observational interviews in the assessment of student skills. TOFEDU: The Future Of Education Journal, 4(6), 2151–2155. https://doi.org/10.61445/tofedu.v4i6.757

Sarbaitinil, S., Fatimah, IF, Mabruroh, H., Hakpantria, H., Ardiansyah, W., Efitra, E. and Uzma, I. (2024). Buku Ajar Teori Belajar and Pembelajaran. PT. Sonpedia Publishing Indonesia. https://books.google.co.id/books?id=oqsjEQAAQBAJ&printsec=frontcover&hl=id#v=onepage&q&f=false

Shofiaty, F. A. (2025). Peningkatan Hasil Belajar Dan Motivasi Peserta Didik Dengan Model Pembelajaran Pbl Berbantuan Kuis Interaktif Pada Mata Pelajaran Ipas Kelas Iv Sd Tahun 2024/2025. Pendas: Jurnal Ilmiah Pendidikan Dasar, 10(2), 1–12. https://journal.unpas.ac.id/index.php/pendas/article/view/25150/12487

Stoyanova, S. (2023). Online testing in educational sciences as a means of improving students' academic motivation during the coronavirus pandemic. Educational Sciences, 13(25), 1–16.https://doi.org/10.3390/educsci13010025

Teppo, M., & Soobard, R. (2021). Educational Sciences: A study comparing intrinsic motivation and opinions on science learning (6th grade) and participation in the PISA international test (9th grade). Educational Sciences, 11(14), 1–18.https://doi.org/10.3390/educsci11010014

Thompson, B. (2021). Exploratory, confirmatory and factorial analysis. https://books.google.com.gt/books?id=1LZvQgAACAAJ&hl=es&lr=

Yugakisha, MS, Bayu, GW and Jayanta, INL (2021). Instrument Penilaian Motivasi Belajar IPA. Jurnal Pedagogi Dan Pembelajaran, 4(3), 402-408.https://doi.org/10.23887/jp2.v4i2.35918

Zagulova, D., Uhanova, M., Jurenoks, A., Prokofyeva, N., Jansone, A., Katalnikova, S., & Ziborova, V. (2025). Tools for improving learning courses: Research led to the development of a maturity model. 1–18.https://doi.org/10.3390/educsci15101302

Zainil, M., Kenedi, AK and Anita, Y. (2025). Development of instruments for measuring 21st century skills of primary school students based on the STEAM approach: a study of validity and reliability. 8(9), 40–50.https://doi.org/10.53894/ijirss.v8i9.10608

Downloads

Published

2026-04-29

How to Cite

Ret Noning Tiyas, S. I., Istiyono, E., Widihastuti, W., & Supriyadi, E. (2026). DEVELOPMENT OF NON-COGNITIVE INSTRUMENT FOR STUDENT MOTIVATION IN WORK-ENERGY USING PBL MODEL: PENGEMBANGAN INSTRUMEN NON-TES UNTUK MENGUKUR MOTIVASI BELAJAR SISWA PADA MATERI USAHA DAN ENERGI DENGAN MODEL PBL. EduFisika: Jurnal Pendidikan Fisika, 11(1), 172–184. https://doi.org/10.59052/edufisika.v11i1.53025