Study This aim is to determine the effectiveness of the application of the problem-based learning model in learning statistical material for lower-level students. This research was conducted at the As'adiyah Sengkang Islamic Institute. Data collection techniques used are test results studies, sheets of observation activity, and questionnaire responses by students. The results show that: (1) the average score of the results study statistics student before the problem-based learning model is applied is 25.41 and is in the very low category with a standard deviation of 9,688. From the results obtained, 37 students, or 100%, did not reach completeness. Meanwhile, the average score of the results of the study statistics for students after the PBL model is applied is 8.3, with a standard deviation of 9,036. From the results obtained, 35 students, or 9.60%, reached completeness as individuals, and 2 students, or 5.40%, did not reach completeness as individuals. (2) Activity students are in the category of good. (3) Questionnaire responses from students show that responses are positive. (4) Average implementation of learning in the PBL model, which is 3.73, and this means we are in the category accomplished with ok. Based on the results of the study, it can be concluded that the application of the problem-based learning model is effective in teaching statistics to students at the Sengkang As'adiyah Institute of Islamic Religion.
Downloads
- Anazifa, R. D., & Djukri, D. (2017). Project-based learning and problem-based learning: Are they effective to improve student’s thinking skills?. Jurnal Pendidikan IPA Indonesia, 6(2), 346-355. https://doi.org/10.15294/jpii.v6i2.11100 DOI: https://doi.org/10.15294/jpii.v6i2.11100
- Bosica, J., Pyper, J. S., & MacGregor, S. (2021). Incorporating problem-based learning in a secondary school mathematics preservice teacher education course. Teaching and Teacher Education, 102, 103335. https://doi.org/10.1016/j.tate.2021.103335 DOI: https://doi.org/10.1016/j.tate.2021.103335
- Bromage, A., Pierce, S., Reader, T., & Compton, L. (2022). Teaching statistics to non-specialists: challenges and strategies for success. Journal of Further and Higher Education, 46(1), 46-61. https://doi.org/10.1080/0309877X.2021.1879744 DOI: https://doi.org/10.1080/0309877X.2021.1879744
- Franke, M. L., Kazemi, E., & Battey, D. (2007). Mathematics teaching and classroom practice. Second handbook of research on mathematics teaching and learning, 1(1), 225-256.
- Gersten, R., Fuchs, L. S., Compton, D., Coyne, M., Greenwood, C., & Innocenti, M. S. (2005). Quality indicators for group experimental and quasi-experimental research in special education. Exceptional children, 71(2), 149-164. DOI: https://doi.org/10.1177/001440290507100202
- Hoffmann, A., & Even, R. (2023). What do mathematicians wish to teach teachers about the discipline of mathematics?. Journal of Mathematics Teacher Education, 1-19. https://doi.org/10.1007/s10857-023-09577-4 DOI: https://doi.org/10.1007/s10857-023-09577-4
- Louie, N. L. (2017). The culture of exclusion in mathematics education and its persistence in equity-oriented teaching. Journal for Research in Mathematics Education, 48(5), 488-519. https://doi.org/10.5951/jresematheduc.48.5.0488 DOI: https://doi.org/10.5951/jresematheduc.48.5.0488
- Muzaini, M., Hasbi, M., Ernawati, E., & Kristiawati, K. (2022). The Empowerment of Problem-Based Learning Models to Improve Students’ Quantitative Reasoning. Formatif: Jurnal Ilmiah Pendidikan MIPA, 12(1). http://dx.doi.org/10.30998/formatif.v12i1.8502 DOI: https://doi.org/10.30998/formatif.v12i1.8502
- Naimnule, M., Kartono, K., & Asikin, M. (2020). Mathematics problem solving ability in terms of adversity quotient in problem based learning model with peer feedback. Unnes Journal of Mathematics Education Research, 9(2), 222-228. https://journal.unnes.ac.id/sju/index.php/ujmer/article/view/33859
- Ng, O. L., Ting, F., Lam, W. H., & Liu, M. (2020). Active learning in undergraduate mathematics tutorials via cooperative problem-based learning and peer assessment with interactive online whiteboards. The Asia-Pacific Education Researcher, 29, 285-294. https://doi.org/10.1007/s40299-019-00481-1 DOI: https://doi.org/10.1007/s40299-019-00481-1
- Ramadhani, R., Bina, N. S., Sihotang, S. F., Narpila, S. D., & Mazaly, M. R. (2020). Students’ critical mathematical thinking abilities through flip-problem based learning model based on LMS-google classroom. In Journal of Physics: Conference Series (Vol. 1657, No. 1, p. 012025). IOP Publishing. https://doi.org/10.1088/1742-6596/1657/1/012025 DOI: https://doi.org/10.1088/1742-6596/1657/1/012025
- Ross, S. M., & Morrison, G. R. (2013). Experimental research methods. In Handbook of research on educational communications and technology (pp. 1007-1029). Routledge.
- Suparman, D. J., & Tamur, M. (2021). Problem-based learning for mathematical critical thinking skills: A meta-analysis. Journal of Hunan University Natural Sciences, 48(2). http://www.jonuns.com/index.php/journal/article/view/521/518
Copyright (c) 2023 ETDC: Indonesian Journal of Research and Educational Review

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Most read articles by the same author(s)
- Muhammad Hasbi, Fitri Fitri, Ahmad Muktamar, Character Building Profile of Pancasila Students As An Effort to Realize National Character , ETDC: Indonesian Journal of Research and Educational Review : Vol. 2 No. 4 (2023): September
- Fitri Fitri, Muhammad Hasbi, The Relationship between Interest and Learning Motivation to Natural Science Learning Outcomes: A Narrative Review Study , ETDC: Indonesian Journal of Research and Educational Review : Vol. 4 No. 4 (2025): September
- Muhammad Hafeez, Muhammad Hasbi, All about learning methods: Past, Present and Future , ETDC: Indonesian Journal of Research and Educational Review : Vol. 2 No. 4 (2023): September
- Yusuf Razaq, Satriani Satriani, Amiruddin Amiruddin, Syamsul Bahri, Muhammad Hasbi, A Study Fable in Pair Work on ELT Learners' English Vocabulary Achievement , ETDC: Indonesian Journal of Research and Educational Review : Vol. 1 No. 3 (2022): June
- Djatmiko Hidajat, Muhammad Hasbi, Fitri Fitri, Metacognitive Skills of College Students in Mathematics Problem Solving: Overview by Student's Field Dependent , ETDC: Indonesian Journal of Research and Educational Review : Vol. 3 No. 2 (2024): March
- Fitri Fitri, The Impact of Reading Interest and Learning Habits on Students' Achievement for Integrated Science Learning , ETDC: Indonesian Journal of Research and Educational Review : Vol. 1 No. 4 (2022): September
- Satriani Satriani, Muhammad Hasbi, Yusuf Razaq, Nurul Muzkiyah, Ainun Fahira, Reciprocal Teaching Strategy on Reading Comprehension: A Review for Prospective Teachers , ETDC: Indonesian Journal of Research and Educational Review : Vol. 1 No. 2 (2022): March
- Muhammad Hasbi, Fitri Fitri, Realistic Mathematics Education and REACT Strategy in Context Mathematical Connections , ETDC: Indonesian Journal of Research and Educational Review : Vol. 3 No. 4 (2024): September
- Fitri Fitri, Muhammad Hasbi, Bio-Math Synergy: Creating Relevant Cross-Disciplinary Learning in the Digital Age , ETDC: Indonesian Journal of Research and Educational Review : Vol. 5 No. 1 (2025): December
- Fitri Fitri, Muhammad Hasbi, Ratna Ratna, Nadia Sudirman, Muh. Syakur, Dirmansyah Dirmansyah, Husnul Khatimah Annisa, Zahriyani Zahriyani, Muh. Fahri Khaeruddin, Classroom Management Strategies in Creating a Joyful Learning Environment in Madrasah Tsanawiyah , ETDC: Indonesian Journal of Research and Educational Review : Vol. 5 No. 2 (2026): March
Similar Articles
- Rosyadi Tomi, Baharudin Baharudin, M. Indra Saputra, Padlet-Based Predict Observe Explain (POE) Learning Model: Learning Outcomes of PAI and Character Education , ETDC: Indonesian Journal of Research and Educational Review : Vol. 5 No. 3 (2026): June
- Dwi Anggaini, Tri Sutrisno, Critical Thinking Skills of College Students in Solving Linear Algebra Problems Using the Problem-Based Learning Model , ETDC: Indonesian Journal of Research and Educational Review : Vol. 5 No. 1 (2025): December
- Iin Rohkmawati Ibrahim, Samuel P Ritiauw, Leonid Ritiauw, Self Directed Learning Model on Social Sciences Learning Outcomes in Grade IV Students of Elementary School , ETDC: Indonesian Journal of Research and Educational Review : Vol. 5 No. 2 (2026): March
- Yusriani Yusriani, Problem Based Learning Model Integrated with Islamic Values on Global Warming Material , ETDC: Indonesian Journal of Research and Educational Review : Vol. 4 No. 4 (2025): September
- Baso Syafaruddin, Muh Sarda, Nurul Mawaddah, Baso Agustinanda, Integration of Love-Based Curriculum and Deep Learning in Madrasahs: A Holistic Approach to Islamic Education , ETDC: Indonesian Journal of Research and Educational Review : Vol. 5 No. 1 (2025): December
- Andika Tandi Upa’, Sahabuddin Sahabuddin, M. Adam Mappaompo, Suwardi Suwardi, Muh. Adnan Hudain, Learning Outcomes in Dribbling the Ball Through the STAD Learning Model: Elementary School Students' Football Game Material , ETDC: Indonesian Journal of Research and Educational Review : Vol. 4 No. 4 (2025): September
- Lala Sentia Lesnussa, Ode Abdurrachman, Leonid Ritiauw, The Deep Learning Approach to Improve Learning Interest in Cultural Heritage Material at Private Elementary School , ETDC: Indonesian Journal of Research and Educational Review : Vol. 5 No. 2 (2026): March
- Rio Wansyah, Ida Fiteriani, Yudesta Erfayliana, Project Based Learning Model Assisted by Mind Mapping Media: Student Creativity in IPAS Lessons at Public Islamic Elementary , ETDC: Indonesian Journal of Research and Educational Review : Vol. 4 No. 4 (2025): September
- Nur Rahmah, The Effect of Cooperative Learning Team-Games-Tournament Model Toward Students’ Science Learning Outcome , ETDC: Indonesian Journal of Research and Educational Review : Vol. 2 No. 4 (2023): September
- Nurdalia Nurdalia, Harmonization of Teachers and Students in Improving a Conducive Learning Climate , ETDC: Indonesian Journal of Research and Educational Review : Vol. 4 No. 4 (2025): September
<< < 1 2 3 4 5 6 7 8 9 10 > >>
You may also start an advanced similarity search for this article.


















