The Effect of Implementing the Problem Posing Learning Model on the Self-Efficacy Ability of High School Students
DOI:
https://doi.org/10.56741/pbpsp.v4i02.790
Keywords:
Mathematics, Problem Posing Model, Self-Efficacy, Senior High School
Abstract
This study aims to analyze the effect of implementing the Problem Posing learning model on students' self-efficacy. A quasi-experimental method with a nonequivalent post-test only control group design was used. The research subjects were 11th-grade science students at Muhammadiyah Mlati Senior High School, selected using purposive sampling. Data were collected through tests, questionnaires, and observations. The instruments consisted of post-test questions to assess self-efficacy and observation sheets to evaluate teacher activities. Data analysis used a two-way ANOVA technique. The results showed a significance value of 0.000, which is less than the 0.05 significance level. This indicates that the regression coefficient is statistically significant, and the H0 was rejected. These findings suggest that the Problem Posing learning model significantly affects students’ self-efficacy. The model contributes to 85.6% of the observed increase in students' self-efficacy. Therefore, it can be concluded that the implementation of the Problem Posing learning model plays an important role in enhancing students’ confidence in their academic abilities, making it a potentially effective instructional strategy in science education.
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References
S. Sachdeva and P.-O. Eggen, “Learners’ Critical Thinking About Learning Mathematics,” Int. Electron. J. Math. Educ., vol. 16, no. 3, p. em0644, 2021, doi: 10.29333/iejme/11003. DOI: https://doi.org/10.29333/iejme/11003
Kintoko, D. H. Siswanto, M. D. Pamungkas, and A. K. Aisyah, “Analysis of students’ mathematical literacy skills on the Pythagorean Theorem in Junior High School,” JOELI J. Educ. Learn. Innov., vol. 1, no. 3, pp. 180–190, 2025, doi: 10.72204/j6t4a573.
M. Hafizah, S. Solin, C. T. Purba, M. M. Sihotang, R. Rahmad, and M. A. Wirda, “Journal of Digital Learning and Education Meta-Analysis : The Impact of Problem-Based Learning (PBL) Models on Students ’ Critical Thinking Skills,” J. Digit. Learn. Educ., vol. 04, no. 3, pp. 1–13, 2024, doi: 10.52562/jdle.v4i3.1393. DOI: https://doi.org/10.52562/jdle.v4i3.1393
D. H. Siswanto, E. K. Alghiffari, and N. I. Pujiastuti, “Implementation of the CTL Model as a Strategy to Increase Interest in Learning Mathematics,” Indones. J. Educ. Sci. Technol., vol. 3, no. 2, pp. 61–74, 2024, doi: 10.55927/nurture.v3i2.9168. DOI: https://doi.org/10.55927/nurture.v3i2.9168
P. Araiza-Alba, T. Keane, W. S. Chen, and J. Kaufman, Immersive virtual reality as a tool to learn problem-solving skills, vol. 164. 2021. doi: 10.1016/j.compedu.2020.104121. DOI: https://doi.org/10.1016/j.compedu.2020.104121
O. K. T. Kilag, “Leadership Strategies for Numeracy Development in Educational Settings,” Int. Multi-Disciplinary J. Educ., vol. II, no. 1, pp. 58–68, 2024, doi: 10.5281/zenodo.10552181.
S. Suherman and T. Vidákovich, “Assessment of mathematical creative thinking: A systematic review,” Think. Ski. Creat., vol. 44, no. March, pp. 1–13, 2022, doi: 10.1016/j.tsc.2022.101019. DOI: https://doi.org/10.1016/j.tsc.2022.101019
D. H. Siswanto and A. Hanama, “The influence of pocket money on the desire to learn mathematics among Elementary School students,” Int. J. Learn. Reform. Elem. Educ., vol. 3, no. 03, pp. 164–175, 2024, doi: 10.56741/ijlree.v3i03.652. DOI: https://doi.org/10.56741/ijlree.v3i03.652
D. H. Siswanto and Andriyani, “Analisis kemampuan berpikir kritis dalam penyelesaian masalah matriks berkonteks perjalanan wisata,” Bul. Edukasi Indones., vol. 3, no. 03, pp. 93–103, 2024, doi: 10.56741/bei.v3i03.647. DOI: https://doi.org/10.56741/bei.v3i03.647
I. Kontorovich, “Problem-posing triggers or where do mathematics competition problems come from?,” Educ. Stud. Math., vol. 105, no. 3, pp. 389–406, 2020, doi: 10.1007/s10649-020-09964-1. DOI: https://doi.org/10.1007/s10649-020-09964-1
E. A. Silver, “Fostering creativity through instruction rich in mathematical problem solving and problem posing,” Zentralblatt für Didakt. der Math., vol. 29, no. 3, pp. 75–80, 1997, doi: 10.1007/s11858-997-0003-x. DOI: https://doi.org/10.1007/s11858-997-0003-x
J. M. Aldridge and B. J. Fraser, “Teachers’ views of their school climate and its relationship with teacher self-efficacy and job satisfaction,” Learn. Environ. Res., vol. 19, no. 2, pp. 291–307, 2016, doi: 10.1007/s10984-015-9198-x. DOI: https://doi.org/10.1007/s10984-015-9198-x
A. Leavy and M. Hourigan, “The Framework for Posing Elementary Mathematics Problems (F-PosE): Supporting Teachers to Evaluate and Select Problems for Use in Elementary Mathematics,” Educ. Stud. Math., vol. 111, no. 1, pp. 147–176, 2022, doi: 10.1007/s10649-022-10155-3. DOI: https://doi.org/10.1007/s10649-022-10155-3
D. H. Siswanto, E. K. Alghiffari, and Andriyani, “Pengembangan Alat Evaluasi Berpikir Kreatif Berbasis Aplikasi Microsoft Sway pada Materi Teorema Pythagoras,” J. Prakt. Baik Pembelajaran Sekol. dan Pesantren, vol. 3, no. 02, pp. 73–84, 2024, doi: 10.56741/pbpsp.v3i02.590. DOI: https://doi.org/10.56741/pbpsp.v3i02.590
Toheri, W. Winarso, and A. A. Haqq, “Where exactly for enhance critical and creative thinking: The use of problem posing or contextual learning,” Eur. J. Educ. Res., vol. 9, no. 2, pp. 877–887, 2020, doi: 10.12973/eu-jer.9.2.877. DOI: https://doi.org/10.12973/eu-jer.9.2.877
R. S. Sasmita and N. Harjono, “Efektivitas Model Problem Based Learning dan Problem Posing dalam Meningkatkan Kemampuan Berpikir Kritis Siswa Sekolah Dasar,” J. Basicedu, vol. 5, no. 5, pp. 3472–3481, 2021, doi: 10.31004/basicedu.v5i5.1313. DOI: https://doi.org/10.31004/basicedu.v5i5.1313
D. H. Siswanto, A. B. P. D. A. F. Syah, N. Yogyanto, and Yarkasi, “Effectiveness of differentiated learning approaches to enhance students’ literacy and numeracy,” Indones. J. Educ. Sci. Technol., vol. 3, no. 3, pp. 153–166, 2024, doi: 10.55927/nurture.v3i3.12287.
R. Prajono, D. Y. Gunarti, and M. Anggo, “Analisis Kemampuan Berpikir Kritis Matematis Peserta Didik SMP Ditinjau dari Self Efficacy,” Mosharafa J. Pendidik. Mat., vol. 11, no. 1, pp. 143–154, 2022, doi: 10.31980/mosharafa.v11i1.1072. DOI: https://doi.org/10.31980/mosharafa.v11i1.1072
A. B. P. D. A. F. Syah, L. Rachmawati, and D. H. Siswanto, “Validity and practicality of the game-based learning media for mathematical logic using the quiz whizzer application,” JOELI J. Educ. Learn. Innov., vol. 1, no. 2, pp. 107–118, 2024, doi: 10.72204/xpxg2d74.
S. A. Pisriwati, Y. Hardi, and D. H. Siswanto, “Enhancing organizational development through principal leadership to improve teacher and staff work discipline,” J. Organ. Hum. Resour. Dev. Strateg., vol. 1, no. 1, pp. 52–62, 2024, doi: 10.56741/ohds.v1i01.670. DOI: https://doi.org/10.56741/ohds.v1i01.670
S. N. Afifah and A. B. Kusuma, “Pentingnya Kemampuan Self-Efficacy Matematis serta Berpikir Kritis pada Pembeljaran Daring Matematika,” J. MathEdu (Mathematic Educ. Journal), vol. 4, no. 2, pp. 313–320, 2021, doi: 10.37081/mathedu.v4i2.2642. DOI: https://doi.org/10.37081/mathedu.v4i2.2642
L. K. Fryer and M. J. M. Leenknecht, “Toward an organising Theoretical model for teacher clarity, feedback and self-efficacy in the classroom,” Educ. Psychol. Rev., vol. 35, no. 3, pp. 1–26, 2023, doi: 10.1007/s10648-023-09787-5. DOI: https://doi.org/10.1007/s10648-023-09787-5
N. Wahyuni, A. Setiawan, H. F. Apriwulan, and D. H. Siswanto, “Optimalisasi budaya positif sekolah untuk membentuk karakter profil pelajar pancasila pada murid sekolah dasar,” MURABBI, vol. 3, no. 2, pp. 79–90, 2024, doi: 10.69630/jm.v3i2.43. DOI: https://doi.org/10.69630/jm.v3i2.43
W. Astiwi and D. H. Siswanto, “Pengembangan e-LKPD pada materi relasi dan fungsi dengan model PAKEM untuk meningkatkan kemampuan berpikir kreatif,” J. Prakt. Baik Pembelajaran Sekol. dan Pesantren, vol. 3, no. 03, pp. 118–132, 2024, doi: 10.56741/pbpsp.v3i03.684. DOI: https://doi.org/10.56741/pbpsp.v3i03.684
Sugiyono, Metode Penelitian Kuantitatif, Kualitatif, dan R&D. Bandung: Alfabeta, 2019.
E. P. Widoyoko, Penilaian hasil pembelajaran di sekolah. Yogyakarta: Pustaka Pelajar, 2018.
A. Shoimin, 68 Model Pembelajaran Inovatif dalam Kurikulum 2013. Yogyakarta: Ar-ruzz Media, 2014.
N. Wahyuni, S. R. Alam, E. K. Alghiffari, and D. H. Siswanto, “Harnessing TikTok for learning: Examining its impact on students’ mathematical numeracy skills,” J. Prof. Teach. Educ., vol. 02, no. 02, pp. 48–56, 2024, doi: 10.12928/jprotect.v2i2.945. DOI: https://doi.org/10.12928/jprotect.v2i2.945
M. Cotič, D. Doz, M. Jenko, and A. Žakelj, “Mathematics education: What was it, what is it, and what will it be?,” Int. Electron. J. Math. Educ., vol. 19, no. 3, pp. 1–14, 2024. DOI: https://doi.org/10.29333/iejme/14663
Tarso, D. H. Siswanto, and A. Setiawan, “Teacher qualifications in the implementation of the Kurikulum Merdeka and ISMUBA,” Curricula J. Curric. Dev., vol. 4, no. 1, pp. 13–28, 2025, doi: 10.17509/curricula.v5i1.76836.
J. W. Creswell, Reseach design: Pendekatan kualitatif, kuantitatif, dan mixed. Yogyakarta: Pustaka pelajar., 2014.
A. Novantoro, N. Janah, and D. H. Siswanto, “Peningkatkan kemampuan penalaran induktif matematika dengan model group investigation,” Papanda J. Math. Sci. Res., vol. 4, no. 1, pp. 67–76, 2025. DOI: https://doi.org/10.56916/pjmsr.v4i1.1141
K. M. A. Salviejo, E. D. Ibañez, and J. T. Pentang, “Critical thinking disposition and learning approach as predictors of mathematics performance,” J. Educ. Learn., vol. 18, no. 4, pp. 1107–1116, 2024, doi: 10.11591/edulearn.v18i4.21386. DOI: https://doi.org/10.11591/edulearn.v18i4.21386
E. Yurt, “The relationships among pre-service teachers’ critical thinking disposition, self-efficacy, and creative thinking disposition in Turkey: a latent growth mediation model,” Curr. Psychol., vol. 44, pp. 85–102, 2025, doi: 10.1007/s12144-024-07147-2. DOI: https://doi.org/10.1007/s12144-024-07147-2
S. Arifin, Sutama, S. A. Aryani, H. J. Prayitno, and Waston, “Improving the professional teacher competence through clinical supervision based on multicultural values in pesantren,” Nazhruna J. Pendidik. Islam, vol. 6, no. 3, pp. 386–402, 2023. DOI: https://doi.org/10.31538/nzh.v6i3.4037
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