The Impact of Problem-Based Learning on Learning Outcomes Using the Effect Size Calculator for T-Test
DOI:
https://doi.org/10.23887/ijerr.v6i3.59293Keywords:
Calculator for t-test, meta-analysis, effect size, problem-based learningAbstract
Various kinds of research that has been conducted on the effect of problem-based learning on learning outcomes have varied and sometimes conflicting outputs, so it is necessary to carry out a meta-analysis. This article presents a meta-analysis regarding the impact of problem-based learning in improving student learning outcomes. This type of research is based on the source of meta-analysis in the form of experimental or quasi-experimental and observational research with a quantitative approach. Data analysis was seen from the effect size using a calculator for t-test. The subjects in the research are studies that are collected in the form of articles related to the purpose of the research. The results of the analysis of 26 article sources, obtained an average effect size of around 0.79 in the medium category. Problem-based learning is indeed effective in improving student learning outcomes. The implication of doing meta-analysis is to be able to find out more accurately about problem-based learning approaches that are effective in improving student learning outcomes as well as useful information for policy makers in the field of education.
References
Abdullah, N. I., Tarmizi, R. A., & Abu, R. (2010). The effects of problem based learning on mathematics performance and affective attributes in learning statistics at form four secondary level. Procedia - Social and Behavioral Sciences, 8, 370–376. https://doi.org/10.1016/j.sbspro.2010.12.052.
Acharya, A., & Sinha, D. (2017). An Intelligent Web-Based System for Diagnosing Student Learning Problems Using Concept Maps. Journal of Educational Computing Research, 55(3), 323–345. https://doi.org/10.1177/0735633116667358.
Alias, M., Masek, A., & Salleh, H. H. M. (2015). Self, peer and teacher assessments in problem based learning: are they in agreements? Procedia - Social and Behavioral Sciences, 204, 309–317. https://doi.org/10.1016/j.sbspro.2015.08.157.
Andersen, A.-L., Brunoe, T. D., & Nielsen, K. (2019). Engineering Education in Changeable and Reconfigurable Manufacturing: Using Problem-Based Learning in a Learning Factory Environment. 52nd CIRP Conference on Manufacturing Systems (CMS), Ljubljana, Slovenia, June 12-14, 2019, 81, 7–12. https://doi.org/10.1016/j.procir.2019.03.002.
Anesa, D. R., & Ahda, Y. (2021). The Effectiveness of Problem based Learning (PBL) Based E-Module on the Classic Genetic Materials to Improve the Student’s Critical Thinking Skills. International Journal of Social Science and Human Research, 04(07). https://doi.org/10.47191/ijsshr/v4-i7-30.
Aprelia, D. A., Baedowi, S., & Mudzantun, M. (2019). Pengaruh Pendekatan Kontekstual Dalam Meningkatkan Keterampilan Menulis Narasi. Mimbar PGSD Undiksha, 7(3), 237–244. https://doi.org/10.23887/jjpgsd.v7i3.19400.
Ari, A. A., & Katrancı, Y. (2014). The opinions of primary mathematics student-teachers on problem-based learning method. 5th World Conference on Educational Sciences, 116, 1826–1831. https://doi.org/10.1016/j.sbspro.2014.01.478.
Astutik, H. S. (2017). Keefektifan Pembelajaran Berdasarkan Masalah pada Bangun Ruang Sisi Datar Ditinjau dari Penguasaan Sk, Motivasi, dan Minat Siswa SMP. Jurnal Riset Pendidikan Matematika, 4(1), 56–66. https://doi.org/10.21831/jrpm.v4i1.12722.
Bahri, N. A. S., Azli, N. A., & Samah, N. A. (2012). Problem-based learning laboratory (pblab): facilitators’ perspective on rubric assessment. Procedia - Social and Behavioral Sciences, 56, 88–95. https://doi.org/10.1016/j.sbspro.2012.09.635.
Bains, M., Kaliski, D. Z., & Goei, K. A. (2022). Effect of Self-Regulated Learning and Technology-Enhanced Activities on Anatomy Learning, Engagement, and Course Outcomes in a Problem-based Learning Program. Advances in Physiology Education, 46(2), 219–227. https://doi.org/10.1152/advan.00039.2021.
Balan, L., Yuen, T., & Mehrtash, M. (2019). Problem-based Learning Strategy for Cad Software Using Free-Choice and Open-Ended Group Projects. 12th International Conference Interdisciplinarity in Engineering, INTER-ENG 2018, 4–5 October 2018, Tirgu Mures, Romania, 32, 339–347. https://doi.org/10.1016/j.promfg.2019.02.223.
Bayat, S., & Tarmizi, R. A. (2012). Effects of problem-based learning approach on cognitive variables of university students. Procedia - Social and Behavioral Sciences, 46, 3146–3151. https://doi.org/10.1016/j.sbspro.2012.06.027.
Becker, K., & Park, K. (2011). Effects of Integrative Approaches Among Science, Technology, Engineering, and Mathematics (stem) Subjects on Students’ Learning: A Preliminary Meta-Analysis. Journal of STEM Education, 12(5 & 6), 23–37. https://doi.org/10.12691/education-2-10-4.
Benli, E., & Sarikaya, M. (2012). The investigation of the effect of problem based learning to the academic achievement and the permanence of knowledge of prospective science teacher: the problem of the boiler stone. Procedia - Social and Behavioral Sciences, 46, 4317–4322. https://doi.org/10.1016/j.sbspro.2012.06.247.
Boye, E. S., & Agyei, D. D. (2023). Effectiveness of problem-based learning strategy in improving teaching and learning of mathematics for pre-service teachers in Ghana. Social Sciences & Humanities Open, 7(1), 100453. https://doi.org/10.1016/j.ssaho.2023.100453.
Celik, P., Onder, F., & Silay, I. (2011). The Effects of Problem-based Learning on the Students’ Success in Physics Course. Procedia - Social and Behavioral Sciences, 28, 656–660. https://doi.org/10.1016/j.sbspro.2011.11.124.
Chang, C.-S., Chung, C.-H., & Chang, J. A. (2020). Influence of Problem-based Learning Games on Effective Computer Programming Learning in Higher Education. Educational Technology Research and Development, 68(5), 2615–2634. https://doi.org/10.1007/s11423-020-09784-3.
Chung, P., Yeh, R. C., & Chen, Y.-C. (2016). Influence of problem-based learning strategy on enhancing student’s industrial oriented competences learned: an action research on learning weblog analysis. International Journal of Technology and Design Education, 26(2), 285–307. https://doi.org/10.1007/s10798-015-9306-3
Cooper, H., Hedges, L. V, & Valentine, J. C. (2019). The Handbook of Research Synthesis and Meta-Analysis. Russell Sage Foundation.
Damarwan, E. S., Haryanto, H., & Tara, L. (2018). The Effect of Problem based Learning and Teams Games Tournaments Model to Improve Competencies. Jurnal Pendidikan Teknologi Dan Kejuruan, 24(1), 137–146. https://doi.org/10.21831/jptk.v24i1.18183.
Demirel, M., & Dağyar, M. (2016). Effects of Problem-Based Learning on Attitude: A Meta-analysis Study. Eurasia Journal of Mathematics, Science and Technology Education, 12(8), 2115–2137. https://doi.org/10.12973/eurasia.2016.1293a.
Dewi, M. R. (2022). Kelebihan dan Kekurangan Project-based Learning untuk Penguatan Profil Pelajar Pancasila Kurikulum Merdeka. Inovasi Kurikulum, 19(2), 213–226. https://doi.org/10.17509/jik.v19i2.44226.
Ersoy, E., & Başer, N. (2014). The Effects of Problem-based Learning Method in Higher Education on Creative Thinking. Procedia - Social and Behavioral Sciences, 116, 3494–3498. https://doi.org/10.1016/j.sbspro.2014.01.790.
Fatimah, F. (2012). Kemampuan komunikasi matematis dalam pembelajaran statistika elementer melalui problem based-learning. Jurnal Cakrawala Pendidikan, 2(2), 267–277. https://doi.org/https://doi.org/10.21831/cp.v5i2.1562.
Gao, J., Yang, L., Zhao, J., Wang, L., Zou, J., Wang, C., & Fan, X. (2020). Comparison of problem-based learning and traditional teaching methods in medical psychology education in China: A systematic review and meta-analysis. PLOS ONE, 15(12), e0243897. https://doi.org/10.1371/journal.pone.0243897.
Gorghiu, G., Drăghicescu, L. M., Cristea, S., Petrescu, A.-M., & Gorghiu, L. M. (2015). Problem-based Learning - An Efficient Learning Strategy in the Science Lessons Context. Procedia - Social and Behavioral Sciences, 191, 1865–1870. https://doi.org/https://doi.org/10.1016/j.sbspro.2015.04.570.
Goyal, M., Gupta, C., & Gupta, V. (2022). A Meta-Analysis Approach to Measure the Impact of Project-based Learning Outcome with Program Attainment on Student Learning Using Fuzzy Inference Systems. Heliyon, 8(8), e10248. https://doi.org/10.1016/J.HELIYON.2022.E10248.
Günter, T. (2020). Effectiveness of a Problem-based Learning (PBL) Scenario for Enhancing Academic Achievement of Energy Metabolism. Research in Science Education, 50(5), 1713–1737. https://doi.org/10.1007/s11165-018-9750-7.
Gurses, A., Dogar, C., & Geyik, E. (2015). Teaching of the Concept of Enthalpy Using Problem based Learning Approach. Procedia - Social and Behavioral Sciences, 197, 2390–2394. https://doi.org/10.1016/j.sbspro.2015.07.298.
Hung, W. (2011). Theory to Reality: A Few Issues in Implementing Problem-based Learning. Educational Technology Research and Development, 59(4), 529–552. https://doi.org/10.1007/s11423-011-9198-1.
Hung, W., Jonassen, D. H., & Liu, R. (2007). Problem-Based Learning. Routledge Handbooks Online.
Ioannou, A., Vasiliou, C., & Zaphiris, P. (2016). Problem-Based Learning in Multimodal Learning Environments: Learners’ Technology Adoption Experiences. Journal of Educational Computing Research, 54(7), 1022–1040. https://doi.org/10.1177/0735633116636755.
Kang, H. Y., & Kim, H. R. (2021). Impact of blended learning on learning outcomes in the public healthcare education course: a review of flipped classroom with team-based learning. BMC Medical Education, 21(1), 78. https://doi.org/10.1186/s12909-021-02508-y.
Kärchner, H., Trautner, M., Willeke, S., & Schwinger, M. (2022). How Handheld Use Is Connected to Learning-Related Factors and Academic Achievement: Meta-Analysis and Research Synthesis. Computers and Education Open, 3, 100116. https://doi.org/10.1016/j.caeo.2022.100116.
Kazemi, F., & Ghoraishi, M. (2012). Comparison of Problem-based Learning Approach and Traditional Teaching on Attitude, Misconceptions and Mathematics Performance of University Students. Procedia - Social and Behavioral Sciences, 46, 3852–3856. https://doi.org/10.1016/j.sbspro.2012.06.159.
Koray, Ö., & Koray, A. (2013). The Effectiveness of Problem-based Learning Supported with Computer Simulations on Reasoning Ability. Procedia - Social and Behavioral Sciences, 106, 2746–2755. https://doi.org/10.1016/j.sbspro.2013.12.315.
Kurniyawati, Y., Mahmudi, A., & Wahyuningrum, E. (2019). Efektivitas Problem-based Learning Ditinjau dari Keterampilan Pemecahan Masalah dan Kemandirian Belajar Matematis. Jurnal Riset Pendidikan Matematika, 6(1), 118–129. https://doi.org/10.21831/jrpm.v6i1.26985.
Kwon, K., Ottenbreit-Leftwich, A. T., Brush, T. A., Jeon, M., & Yan, G. (2021). Integration of Problem-based Learning in Elementary Computer Science Education: Effects on Computational Thinking and Attitudes. Educational Technology Research and Development, 69(5), 2761–2787. https://doi.org/10.1007/s11423-021-10034-3.
Li, L., Geissinger, J., Ingram, W. A., & Fox, E. A. (2020). Teaching Natural Language Processing Through Big Data Text Summarization with Problem-based Learning. Data and Information Management, 4(1), 18–43. https://doi.org/10.2478/dim-2020-0003.
Lin, C. L. (2018). The Development of an Instrument to Measure the Project Competences of College Students in Online Project-Based Learning. Journal of Science Education and Technology, 27(1), 57–69. https://doi.org/10.1007/s10956-017-9708-y.
Lin, L.-F. (2018). Integrating the Problem-Based Learning Approach Into a Web-Based English Reading Course. Journal of Educational Computing Research, 56(1), 105–133. https://doi.org/10.1177/0735633117705960.
Liu, Y., & Pasztor, A. (2022). Effects of problem-based learning instructional intervention on critical thinking in higher education : A meta-analysis. Thinking Skills and Creativity, 45(9), 1–21. https://doi.org/10.1016/j.tsc.2022.101069.
Louw, L., & Deacon, Q. (2020). Teaching Industrie 4.0 Technologies in a Learning Factory Through Problem-based Learning: Case Study of a Semi-Automated Robotic Cell Design. Learning Factories across the Value Chain – from Innovation to Service – The 10th Conference on Learning Factories 2020, 45, 265–270. https://doi.org/10.1016/j.promfg.2020.04.105.
Luke, A. M., Mathew, S., Kuriadom, S. T., George, J. M., Karobari, M. I., Marya, A., & Pawar, A. M. (2021). Effectiveness of Problem-Based Learning versus Traditional Teaching Methods in Improving Acquisition of Radiographic Interpretation Skills among Dental Students-A Systematic Review and Meta-Analysis. BioMed Research International, 2021, 9630285. https://doi.org/10.1155/2021/9630285.
Mardhiyah, R. H., Aldriani, S. N., Chitta, F., & Zulfikar, M. R. (2021). Pentingnya keterampilan belajar di abad 21 sebagai tuntutan dalam pengembangan sumber daya manusia. Lectura: Jurnal Pendidikan, 12(1), 29–40. https://doi.org/10.31849/lectura.v12i1.5813.
Moutinho, S., Torres, J., Fernandes, I., & Vasconcelos, C. (2015). Problem-based Learning and Nature of Science: A Study with Science Teachers. The Proceedings of 6th World Conference on Educational Sciences, 191, 1871–1875. https://doi.org/10.1016/j.sbspro.2015.04.324.
Muslim, M., Ambiyar, A., Setiawan, D., & Putra, R. (2020). Developing project-based learning tools for light vehicle engine maintenance subjects at vocational high school. Jurnal Pendidikan Vokasi, 10(1), 22–33. https://doi.org/10.21831/jpv.v10i1.29564.
Muslim, M., Martias, M., & Nasir, M. (2019). Correlation of Activities Learning with Learning Outcomes Student in Vocational High School. VANOS Journal of Mechanical Engineering Education, 4(2), 45–56. https://doi.org/http://dx.doi.org/10.30870/vanos.v4i2.6349.
Muslim, M., Saputra, H. D., Setiawan, M. Y., Martias, M., & Nasir, M. (2021). The Influence of Project-Based Learning on Student’s Intrinsic Learning Motivation. INVOTEK: Jurnal Inovasi Vokasional Dan Teknologi, 21(2), 105–118. https://doi.org/10.24036/invotek.v21i2.915.
Nirmayani, L. H., & Dewi, N. P. C. P. (2021). Model Pembelajaran berbasis Proyek (Project based Learning) sesuai Pembelajaran Abad 21 Bermuatan Tri Kaya Parisudha. Jurnal Pedagogi Dan Pembelajaran, 4(3), 378–385. https://doi.org/10.23887/jp2.v4i3.39891
Nurtanto, M., Nurhaji, S., Baser, J. A., & Yadin, Y. (2018). Problem-based Learning Implementation: Improvement in Learning Process and Results in Vocational Higher Education. Jurnal Pendidikan Teknologi Dan Kejuruan, 24(2), 203–212. https://doi.org/10.21831/jptk.v24i2.19519.
Oganisjana, K., & Laizans, T. (2015). Opportunity–Oriented Problem–based Learning for Enhancing Entrepreneurship of University Students. 20th International Scientific Conference “Economics and Management 2015 (ICEM-2015),” 213, 135–141. https://doi.org/10.1016/j.sbspro.2015.11.416.
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., … Moher, D. (2021). The Prisma 2020 Statement: An Updated Guideline for Reporting Systematic Reviews. BMJ, 372, n71. https://doi.org/10.1136/bmj.n71.
Panlumlers, K., & Wannapiroon, P. (2015). Design of Cooperative Problem-based Learning Activities to Enhance Cooperation Skill in Online Environment. International Conference on New Horizons in Education, INTE 2014, 25-27 June 2014, Paris, France, 174, 2184–2190. https://doi.org/10.1016/j.sbspro.2015.02.019.
Parwez, S. (2017). Community-based entrepreneurship: evidences from a retail case study. Journal of Innovation and Entrepreneurship, 6(1), 14. https://doi.org/10.1186/s13731-017-0074-z.
Peffer, M. E., Renken, M., Enderle, P., & Cohen, J. (2021). Mission to Planet Markle: Problem-Based Learning for Teaching Elementary Students Difficult Content and Practices. Research in Science Education, 51(5), 1365–1389. https://doi.org/10.1007/s11165-019-09875-z.
Phungsuk, R., Viriyavejakul, C., & Ratanaolarn, T. (2017). Development of a problem-based learning model via a virtual learning environment. Kasetsart Journal of Social Sciences, 38(3), 297–306. https://doi.org/10.1016/j.kjss.2017.01.001.
Raharjo, H., Khairudin, M., & Baser, J. A. (2018). The Influence of Problem-based Learning and Direct Teaching on Students’ Learning Outcomes. Jurnal Pendidikan Teknologi Dan Kejuruan, 24(1), 62–71. https://doi.org/10.21831/jptk.v24i1.18015.
Rahayu, R., Iskandar, S., & Abidin, Y. (2022). Inovasi pembelajaran abad 21 dan penerapannya di Indonesia. Jurnal Basicedu, 6(2), 2099–2104. https://doi.org/10.31004/basicedu.v6i2.2082.
Ran, H., Kasli, M., & Secada, W. G. (2021). A Meta-Analysis on Computer Technology Intervention Effects on Mathematics Achievement for Low-Performing Students in K-12 Classrooms. Journal of Educational Computing Research, 59(1), 119–153. https://doi.org/10.1177/0735633120952063.
Rosyida, U. N., Sukarmin, S., & Sunarno, W. (2019). Analysis of the Effect of PBL-based Experimental and Project Methods on Science Learning Achievement. Journal of Educational Science and Technology (EST), 5(3), 245–252. https://doi.org/10.26858/est.v5i3.10660.
Samani, M., Sunwinarti, S., Putra, B. A. W., Rahmadian, R., & Rohman, J. N. (2019). Learning Strategy to Develop Critical Thinking, Creativity, and Problem-Solving Skills for Vocational School Students. Jurnal Pendidikan Teknologi Dan Kejuruan, 25(1), 36–42. https://doi.org/10.21831/jptk.v25i1.22574.
Santos, C., Rybska, E., Klichowski, M., Jankowiak, B., Jaskulska, S., Domingues, N., Carvalho, D., Rocha, T., Paredes, H., Martins, P., & Rocha, J. (2023). Science Education Through Project-based Learning: A Case Study. Procedia Computer Science, 219, 1713–1720. https://doi.org/10.1016/J.PROCS.2023.01.465.
Saqr, M., Fors, U., & Nouri, J. (2018). Using social network analysis to understand online Problem-Based Learning and predict performance. PLOS ONE, 13(9), e0203590. https://doi.org/10.1371/journal.pone.0203590.
Selçuk, G. S., & Çalışkan, S. (2010). A Small-Scale Study Comparing the Impacts of Problem-based Learning and Traditional Methods on Student Satisfaction in the Introductory Physics Course. Procedia - Social and Behavioral Sciences, 2(2), 809–813. https://doi.org/10.1016/j.sbspro.2010.03.108.
Severiens, S. E., & Schmidt, H. G. (2009). Academic and Social Integration and Study Progress in Problem based Learning. Higher Education, 58(1), 59–69. https://doi.org/10.1007/s10734-008-9181-x.
Sinprakob, S., & Songkram, N. (2015). A Proposed Model of Problem-based Learning on Social Media in Cooperation with Searching Technique to Enhance Critical Thinking of Undergraduate Students. International Conference on New Horizons in Education, INTE 2014, 25-27 June 2014, Paris, France, 174, 2027–2030. https://doi.org/10.1016/j.sbspro.2015.01.871.
Sriamah, S., Wiryokusumo, I., & Leksono, I. P. (2020). Efektivitas Model PBL dan Motivasi Belajar terhadap Prestasi Belajar. Jurnal Pedagogi Dan Pembelajaran, 3(3), 324–334. https://doi.org/10.23887/jp2.v3i3.29062.
Stangroom, J. (2022). Effect Size Calculator (Cohen’s D) for T-Test. In Social Science Statistics.
Taqiyyah, S. A., Subali, B., & Handayani, L. (2017). Implementasi Bahan Ajar Sains Berbahasa Inggris berbasis Metakognitif untuk Meningkatkan Kemampuan Pemecahan Masalah Siswa SMP. Jurnal Inovasi Pendidikan IPA, 3(2), 224. https://doi.org/10.21831/jipi.v3i2.14859.
Tarmizi, R. A., & Bayat, S. (2010). Effects of Problem-based Learning Approach in Learning of Statistics Among University Students. Procedia - Social and Behavioral Sciences, 8, 384–392. https://doi.org/10.1016/j.sbspro.2010.12.054.
Tarmizi, R. A., & Bayat, S. (2012). Collaborative problem-based learning in mathematics: A cognitive load perspective. Procedia - Social and Behavioral Sciences, 32, 344–350. https://doi.org/10.1016/j.sbspro.2012.01.051.
Tarmizi, R. A., Tarmizi, M. A. A., Lojinin, N. I., & Mokhtar, M. Z. (2010). Problem-based learning: engaging students in acquisition of mathematical competency. Procedia - Social and Behavioral Sciences, 2(2), 4683–4688. https://doi.org/10.1016/j.sbspro.2010.03.750.
Tista, D. P. R. (2017). Penerapan Model Pembelajaran Problem based Learning untuk Meningkatkan Hasil Belajar PPKN pada Siswa Kelas XI, SMKN 1 Sukawati Gianyar. Journal of Education Technology, 1(3), 218–223. https://doi.org/10.23887/jet.v1i3.12508.
Turan, S., Elcin, M., Odabası, O., Ward, K., & Sayek, I. (2009). Evaluating the Role of Tutors in Problem-based Learning Sessions. Procedia - Social and Behavioral Sciences, 1(1), 5–8. https://doi.org/10.1016/j.sbspro.2009.01.005.
Wang, J., Xu, Y., Liu, X., Xiong, W., Xie, J., & Zhao, J. (2016). Assessing the Effectiveness of Problem-based Learning in Physical Diagnostics Education in China: A Meta-Analysis. Scientific Reports, 6(1), 36279. https://doi.org/10.1038/srep36279.
Widiana, I. W., Suarjana, I. M., & Cahyani, N. L. P. N. (2020). Pengaruh Aktivitas Menanya berbasis Masalah dengan Metode Saintifik terhadap Proses Kognitif Siswa. Jurnal Kependidikan: Penelitian Inovasi Pembelajaran, 4(2), 331–340. https://doi.org/10.21831/jk.v4i2.14441.
Winarti, T., Fatirul, A. N., & Hartono, H. (2020). Model Pembelajaran Problem based Learning, Inkuiri Terbimbing, dan Learing Creativity Berpengaruh terhadap Prestasi Belajar Matematika. Jurnal Pedagogi Dan Pembelajaran, 3(3), 387–396. https://doi.org/10.23887/jp2.v3i3.29063.
Yağcı, M. (2018). Web-Mediated Problem-Based Learning and Computer Programming: Effects of Study Approach on Academic Achievement and Attitude. Journal of Educational Computing Research, 56(2), 272–292. https://doi.org/10.1177/0735633117706908.
Yarid, H., & Ariswan, A. (2016). Pengembangan Perangkat Pembelajaran Fisika Problem based Learning melalui Kegiatan Fieldtrip pada Materi Energi. Jurnal Inovasi Pendidikan IPA, 2(1), 24. https://doi.org/10.21831/jipi.v2i1.8374.
Yuan, K., Aftoni, A., & Çobanoğlu, Ö. (2020). The Effect of Problem-based Learning Model and Blended Learning Model to Metacognitive Awareness as a Reflection Towards a New Normal Era. Jurnal Pendidikan Teknologi Dan Kejuruan, 26(2), 183–188. https://doi.org/10.21831/jptk.v26i2.32783.
Yunita, Y., Juandi, D., Tamur, M., Adem, A. M. G., & Pereira, J. (2020). A Meta-Analysis of the Effects of Problem-based Learning on Students’ Creative Thinking in Mathematics. Beta: Jurnal Tadris Matematika, 13(2), 104–116. https://doi.org/10.20414/betajtm.v13i2.380.
Zamir, S., Yang, Z., Wenwu, H., & Sarwar, U. (2022). Assessing the Attitude and Problem-based Learning in Mathematics Through Pls-Sem Modeling. PLOS ONE, 17(5), e0266363. https://doi.org/10.1371/journal.pone.0266363.
Zen, Z., Reflianto, Syamsuar, & Ariani, F. (2022). Academic Achievement: The Effect of Project-based Online Learning Method and Student Engagement. Heliyon, 8(11), e11509. https://doi.org/10.1016/j.heliyon.2022.e11509.
Zhang, D., & Hwang, G.-J. (2023). Effects of Interaction between Peer Assessment and Problem-Solving Tendencies on Students’ Learning Achievements and Collaboration in Mobile Technology-Supported Project-Based Learning. Journal of Educational Computing Research, 61(1), 208–234. https://doi.org/10.1177/07356331221094250.
Zotou, M., Tambouris, E., & Tarabanis, K. (2020). Data-Driven Problem based Learning: Enhancing Problem based Learning with Learning Analytics. Educational Technology Research and Development, 68(6), 3393–3424. https://doi.org/10.1007/s11423-020-09828-8.
Zuraida, D. A., & Karyati, K. (2018). The effectiveness comparison problem based learning model with NHT and TPS type on plane solid figure. Jurnal Riset Pendidikan Matematika, 5(2), 254–263. https://doi.org/10.21831/jrpm.v5i2.16444.
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