Effects of 7-step Problems Based Learning and Scientific Reasoning on Problem Solving Abilities

Amin Mustajab, Muhardjito Muhardjito, Sunaryono Sunaryono


The end of this study to decide how the differences in problem-solving abilities of students who take part in learning using 7-step PBL and conventional methods are reviewed from high and low scientific reasoning ability. The sample in this study (N) numbered 125 students who were selected using convenience sampling statistical techniques. The method used in this study is a quantitative research method with a factorial 2 x 2 research design. Data on problem-solving ability was analyzed using a two-way ANOVA statistical test. The results of the study show that the learning method provides statistical differences in students' problem-solving abilities. This is due to several reasons, the first PBL 7-step learning in terms of clarification of terms and concepts provides an opportunity for the teacher to intervene if students provide incorrect explanations of the problem given. Second, students are given the opportunity to establish agreed problems not only to mention them but to discuss the problem formulation and also to examine broader relevance. Third, the ability to apply the knowledge gained during learning to new situations/problems in the PBL 7-step class is better than the conventional class.

Keywords: problem-solving abilities, 7-step PBL, scientific reasoning ability.

DOI: http://dx.doi.org/10.23960/jpf.v8.n1.202006

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Akçay, B. (2009). Problem-based learning in science education.Journal of Turkish Science Education, 6(1), 26–36. https://doi.org/10.1016/j.sbspro.2015.08.157

Alias, S. N. B., & Ibrahim, F. B. (2015).Problem Solving Strategy in Balanced Forces.International Journal of Business and Social Science, 6(8), 5.

Alshamali, M. A., &Daher, W. M. (2016). Scientific Reasoning and Its Relationship with Problem Solving: the Case of Upper Primary Science Teachers. International Journal of Science and Mathematics Education, 14(6), 1003–1019. https://doi.org/10.1007/s10763-015-9646-1

Askell‐Williams, H., Murray‐Harvey, R., & Lawson, M. J. (2007). Teacher education students’ reflections on how problem‐based learning has changed their mental models about teaching and learning. The Teacher Educator, 42(4), 237–263. https://doi.org/10.1080/08878730709555406

Baran, M., &Sozbilir, M. (2017).An Application of Context- and Problem-Based Learning (C-PBL) into Teaching Thermodynamics.Research in Science Education, 1–27. https://doi.org/10.1007/s11165-016-9583-1

Baran, M., &Sozbilir, M. (2018).An Application of Context- and Problem-Based Learning (C-PBL) into Teaching Thermodynamics.Research in Science Education, 48(4), 663–689. https://doi.org/10.1007/s11165-016-9583-1

Brown, N. J. S., Furtak, E. M., Timms, M., Nagashima, S. O., & Wilson, M. (2010). The Evidence-Based Reasoning Framework: Assessing Scientific Reasoning. Educational Assessment, 15(3–4), 123–141. https://doi.org/10.1080/10627197.2010.530551

Cross, D., Taasoobshirazi, G., Hendricks, S., & Hickey, D. T. (2008). Argumentation: A strategy for improving achievement and revealing scientific identities. International Journal of Science Education, 30(6), 837–861. https://doi.org/10.1080/09500690701411567

DemiraslanÇevik, Y. (2015). Assessor or assessee?Investigating the differential effects of online peer assessment roles in the development of students’ problem-solving skills.Computers in Human Behavior, 52, 250–258. https://doi.org/10.1016/j.chb.2015.05.056

Ding, L., Wei, X., & Liu, X. (2016). Variations in University Students’ Scientific Reasoning Skills Across Majors, Years, and Types of Institutions. Research in Science Education, 46(5), 613–632. https://doi.org/10.1007/s11165-015-9473-y

Fathiah, Kaniawati, I., &Utari, S. (2015). AnalisisDidaktikPembelajaran yang DapatMeningkatkanKorelasiantaraPemahamanKonsepdanKemampuanPemecahanMasalahSiswa SMA padaMateriFluidaDinamis. JurnalPenelitian&PengembanganPendidikanFisika, 01(1), 111–118. https://doi.org/10.21009/1.01116

Harks, B., Klieme, E., Hartig, J., &Leiss, D. (2014).Separating Cognitive and Content Domains in Mathematical Competence.Educational Assessment, 19(4), 243–266. https://doi.org/10.1080/10627197.2014.964114

Harnett, J. (2012). Reducing discrepancies between teachers’ espoused theories and theories-in-use: an action research model of reflective professional development.Educational Action Research, 20(3), 367–384. https://doi.org/10.1080/09650792.2012.697397

Hostos Community College. (2017). Center for Teaching and Learning (CTL): Hostos and Value Rubrics. Retrieved May 8, 2019, from http://www.hostos.cuny.edu/oaa/ctl_rubrics.htm

Hung, W. (2016). All PBL Starts Here: The Problem. Interdisciplinary Journal of Problem-Based Learning, 10(2). https://doi.org/10.7771/1541-5015.1604

Jaffe, L., Gibson, R., & D’Amico, M. (2015). Process-Oriented Guided-Inquiry Learning: A Natural Fit for Occupational Therapy Education. Occupational Therapy In Health Care, 29(2), 115–125. https://doi.org/10.3109/07380577.2015.1010030

Jensen, J. L., Neeley, S., Hatch, J. B., &Piorczynski, T. (2017). Learning Scientific Reasoning Skills May Be Key to Retention in Science, Technology, Engineering, and Mathematics. Journal of College Student Retention: Research, Theory & Practice, 19(2), 126–144. https://doi.org/10.1177/1521025115611616

Kuhn, D., & Pease, M. (2008). What needs to develop in the development of inquiry skills? Cognition and Instruction, 26(4), 512–559. https://doi.org/10.1080/07370000802391745

Lawson, A. E. (2000). Classroom Test of Scientific Reasoning.Revised Edition Journal of Research in Science Teaching, 15(1), 11–24.

Lee, C.-Q., & She, H.-C.(2010). Facilitating Students’ Conceptual Change and Scientific Reasoning Involving the Unit of Combustion.Research in Science Education, 40(4), 479–504. https://doi.org/10.1007/s11165-009-9130-4

Loyens, S. M. M., Jones, S. H., Mikkers, J., & van Gog, T. (2015).Problem-based learning as a facilitator of conceptual change.Learning and Instruction, 38, 34–42. https://doi.org/10.1016/j.learninstruc.2015.03.002

Magnani, L. (2002). Conjectures and manipulations: External representations in scientific reasoning. Mind & Society, 3(1), 9–31. https://doi.org/10.1007/BF02511863

Martin, A. M., & Hand, B. (2009).Factors affecting the implementation of argument in the elementary science classroom.A longitudinal case study.Research in Science Education, 39(1), 17–38. https://doi.org/10.1007/s11165-007-9072-7

Mason, A., & Singh, C. (2016).Using categorization of problems as an instructional tool to help introductory students learn physics.Physics Education, 51(2), 025009. https://doi.org/10.1088/0031-9120/51/2/025009

Mustofa, M. H., &Rusdiana, D. (2016).ProfilKemampuanPemecahanMasalahSiswapadaPembelajaranGerakLurus.JurnalPenelitian&PengembanganPendidikanFisika, 02(2), 15–22. https://doi.org/10.21009/1.02203

Polya, G. .(1973). How To Solve It A New Aspect of Mathematical Method (SECOND EDITION). New Jersev: Princeton University Press.

Pritasari, A. C., Dwiastuti, S., &Probosari, R. M. (2016). PeningkatanKemampuanArgumentasimelaluiPenerapan Model Problem Based Learning padaSiswaKelas X MIA 1 SMA Batik 2 Surakarta TahunPelajaran 2014/2015.JurnalPendidikanBiologi, 8(1), 1–7.

Raine, D., & Symons, S. (2012). Problem-based learning: undergraduate physics by research. Contemporary Physics, 53(1), 39–51. https://doi.org/10.1080/00107514.2011.615162

Rees, C., Pardo, R., & Parker, J. (2013). Steps to Opening Scientific Inquiry: Pre-Service Teachers’ Practicum Experiences with a New Support Framework. Journal of Science Teacher Education, 24(3), 475–496. https://doi.org/10.1007/s10972-012-9315-y

Rimadani, E., Parno, &Diantoro, M. (2017). IDENTIFIKASI KEMAMPUAN PENALARAN ILMIAH SISWA SMA PADA MATERI SUHU DAN KALOR. Teori, Penelitian, danPengembangan, 2(6), 833—839.

Sahin, M. (2010). Effects of Problem-Based Learning on University Students’ Epistemological Beliefs About Physics and Physics Learning and Conceptual Understanding of Newtonian Mechanics. Journal of Science Education and Technology, 19(3), 266–275. https://doi.org/10.1007/s10956-009-9198-7

Sambada, D. (2012). PERANAN KREATIVITAS SISWA TERHADAP KEMAMPUAN MEMECAHKAN MASALAH FISIKA DALAM PEMBELAJARAN KONTEKSTUAL.JurnalPenelitianFisikadanAplikasinya (JPFA), 2(2), 37. https://doi.org/10.26740/jpfa.v2n2.p37-47

Senocak, E., Taskesenligil, Y., &Sozbilir, M. (2007). A Study on Teaching Gases to Prospective Primary Science Teachers Through Problem-Based Learning. Research in Science Education, 37(3), 279–290. https://doi.org/10.1007/s11165-006-9026-5

Smart, J. B., & Marshall, J. C. (2013). Interactions Between Classroom Discourse, Teacher Questioning, and Student Cognitive Engagement in Middle School Science. Journal of Science Teacher Education, 24(2), 249–267. https://doi.org/10.1007/s10972-012-9297-9


Tosun, C., &Senocak, E. (2013).The Effects of Problem-Based Learning on Metacognitive Awareness and Attitudes toward Chemistry of Prospective Teachers with Different Academic Backgrounds.Australian Journal of Teacher Education, 38(3). https://doi.org/10.14221/ajte.2013v38n3.2

Tuminaro, J., &Redish, E. F. (2007). Elements of a cognitive model of physics problem solving: Epistemic games. Physical Review Special Topics - Physics Education Research, 3(2). https://doi.org/10.1103/PhysRevSTPER.3.020101

Tytler, R., & Peterson, S. (2005). A Longitudinal Study of Children’s Developing Knowledge and Reasoning in Science. Research in Science Education, 35(1), 63–98. https://doi.org/10.1007/s11165-004-3434-1

Ulger, K. (2018). The Effect of Problem-Based Learning on the Creative Thinking and Critical Thinking Disposition of Students in Visual Arts Education.Interdisciplinary Journal of Problem-Based Learning, 12(1). https://doi.org/10.7771/1541-5015.1649

Vandenhouten, C., Groessl, J., &Levintova, E. (2017). How Do You Use Problem-Based Learning to Improve Interdisciplinary Thinking?: How Do You Use Problem-Based Learning. New Directions for Teaching and Learning, 2017(151), 117–133. https://doi.org/10.1002/tl.20252

Wijnia, L., Loyens, S. M. M., Derous, E., & Schmidt, H. G. (2015). How important are student-selected versus instructor-selected literature resources for students’ learning and motivation in problem-based learning? Instructional Science, 43(1), 39–58. https://doi.org/10.1007/s11251-014-9325-6

Wu, Y., & Tsai, C. (2011).High School Students’ Informal Reasoning Regarding a Socio‐scientific Issue, with Relation to Scientific Epistemological Beliefs and Cognitive Structures.International Journal of Science Education, 33(3), 371–400. https://doi.org/10.1080/09500690903505661

Wuriyudani, H. A., Wiyanto, W., &Darsono, T. (2018).Problem Solving Heuristic to Develop Scientific Reasoning.Physics Communication, 3(1), 1–9. https://doi.org/10.15294/physcomm.v3i1.15022

Yadav, A., Subedi, D., Lundeberg, M. A., & Bunting, C. F. (2011). Problem-based Learning: Influence on Students’ Learning in an Electrical Engineering Course. Journal of Engineering Education, 100(2), 253–280. https://doi.org/10.1002/j.2168-9830.2011.tb00013.x

Yew, E. H. J., Chng, E., & Schmidt, H. G. (2011). Is learning in problem-based learning cumulative? Advances in Health Sciences Education, 16(4), 449–464. https://doi.org/10.1007/s10459-010-9267-y

Yew, E. H. J., & Schmidt, H. G. (2012). What students learn in problem-based learning: a process analysis.Instructional Science, 40(2), 371–395. https://doi.org/10.1007/s11251-011-9181-6


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