Problem Solving Heuristic to Develop Scientific Reasoning

Hasri Arlin Wuriyudani(1), Wiyanto Wiyanto(2), Teguh Darsono(3),


(1) Postgraduate of Physics Education Program, Semarang State University, Indonesia
(2) 
(3) 

Abstract

Scientific reasoning patterns of students formal operational base on the implementation of problem solving heuristic methods has been obtained. The aim of this research is knowing the influence of heuristic problem solving method that has been designed on practicum sheet of discovery learning model to develop scientific reasoning of students. The samples are 32 students in junior high school at 11-13 years old. The methods are CTSR test of scientific reasoning by Lawson and interview. The research design is one grup pretest-posttest. The results indicated that problem solving heuristic methods can be a factor to develop scientific reasoning of students. The lowest level of scientific reasoning (concrete reasoning pattern) is decrease 34,38%. The middle level of scientific reasoning (transitional reasoning pattern) is increase 31,25%. The highest level of scientific reasoning (formal reasoning pattern) is increase 3,13%. Heuristic methods helping students to develop scientific skills, such as setting hypotheses, modifying variables, and analyzing results of research. The scientific reasoning pattern can not be classified by age. People who has older of age has not impact in high scientific reasoning level than younger people. If someone fail on concrete aspect, it is not necessarily that person will be fail in formal aspect.

Keywords

Problem Solving Heuristic, Discovery Learning, Scientific Reasoning.

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References

Al-Zoubi, T., El-Shara, I. & Al-Salam, M.K. (2009). The Scientific Reasoning Level of Students’ In the Faculty of Science In Al-Hussein Bin Talal University and Its Affection of Gender, Teaching level, and Specialization. An-Najah University Journal for Research – Humanities. 23 (2): 401-437.

American Association for the Advancement of Science (AAAS). (2011). Vision and Change in Undergraduate Biology Education: A Call To Action. Washington, DC: AAAS.

Azizah, R., Yuliati, L., & Latifah, E. (2015). Kesulitan Pemecahan Masalah Fisika Pada Siswa SMA. Jurnal Penelitian Fisika dan Aplikasinya (JPFA). 5 (2): 44-50.

Boudreaux, A., Shaffer, P. S., Heron, P. R., & Mcdermott, L. C. (2008). Student Understanding of Control of Variables: Deciding Whether or Not A Variable Influences The Behavior of A System. American Journal of Physics. 76: 163–170.

Demirtaş, Z. (2011). Lise öğrencilerinin bilimsel düşünme yeteneklerinin cinsiyet ve başarıları ile ilişkisi. Uluslararası İnsan Bilimleri Dergisi [Bağlantıda]. 8 (1).

Dewey, J. (1997). Democracy and education. New York: Simon and Schuster.

Diehl, C. (1995). Multiple Representations for Improving Scientific Thinking. The Annual Meeting of the American Educational Research Association. San Francisco.

Ding, L., Wei, X., & Liu, X. (2016). Variations in University Students Scientific Reasoning Skills Across Major, Years, and Types of Institutions. Research in Science Education. 46(5): 613-632.

Erlina, N., Supeno., & Wicaksono, I. (2016). Penalaran Ilmiah dalam Pembelajaran Fisika. Prosiding Seminar Nasional Pascasarjana Pendidikan Sains UNNESA. 473-480.

Fah LY. (2009). Logical thinking abilities among form 4 students in the interior division of Sabah, Malaysia. Journal of Science And Mathematics Education In Southeast Asia. 32(2): 161 – 187

Fenci, H. S. (2010). Development of Students Critical Reasoning Skills Through Contentfocused Activities in A General Education Course. Journal of College Science Teaching. 56-62.

Gabriel, S.E., O’Fallon, W.M., Kurland, L.T., Beard, C.M., Woods, J.E. & Melton, I.I. (1994). Risk of Connective-Tissue Disease and Other Disorders After Breast Implantation. New England Journal of Medicine. 330: 1697–1702.

Gerber, B.L., Cavallo, A. M. L., & Marek, E. A. (2001). Relationships Among Informal Learning Environments, Teaching Procedures and Scientific Reasoning Ability. International Journal of Science Education. 23 (5): 535-549.

Hammer, David. (1997). Discovery Learning and Discovery Teaching, Cognition and

Instruction, 15 (4): 485-529.

Howard, D. R., & Miskowski, J. A. (2005). Using A Module-Based Laboratory to Incorporate Inquiry Into A Large Cell Biology Course. CBE – Life Science Education. 4: 249–260.

Irawati, Tri Novita. (2016). Pengembangan Paket Tes Kemampuan Penalaran Proporsional Siswa SMP. Thesis: Universitas Jember.

Jensen, J. L., & Lawson, A. E. (2011). Effects of collaborative group composition and inquiry instruction on reasoning gains and achievement in undergraduate biology. CBE – Life Science Education. 10: 64–73.

Jong, T. D., & Joolingen, W. R. (1998). Scientific Discovery Learning With Computer Simulations of Conceptual Domains. Review of Educational Research. 68: 179–201.

Karplus, R., et al., (1977). Science teaching and the development of reasoning. Journal of Research in Science Teaching. 14 (2): 169-175.

Konold, C., Pollatsek, A., Well, A., Lohmeier, J., & Lipson, A. (1993). Inconsistencies In Students’ Reasoning About Probability. Journal for Research in Mathematics Education, 24 (5): 392.

Kuhn, D. (2007). Reasoning About Multiple Variables: Control of Variables Is Not The Only Challenge. Journal of Science Education, 91, 710–726.

Kurniasih, I., & Sani, B. (2014). Sukses Mengimplementasikan Kurikulum 2013. Yogyakarta: Kata Pena.

Lawson, A. E. (2004). The Nature and Development of Scientific Reasoning: A Synthetic View. International Journal of Science and Mathematics Education, 2: 307–338.

Lawson, A.E. (1995). Science Teaching and Development of Thinking. Belmont, CL:

Wadsword Publishing Company.

Minner, D. D., Levy, A. J., & Century, J. (2009). Inquiry-based science instruction: What is it and does it matter? Results from a research synthesis years 1984–2002. Journal of Research in Science Teaching, 47: 474–496.

Novia & Riandi. (2017). The Analysis Of Students Scientific Reasoning Ability In Solving The Modified Lawson Classroom Test Of Scientific Reasoning (Mlctsr) Problems By Applying The Levels Of Inquiry. Jurnal Pendidikan IPA Indonesia, JPII. 6 (1): 116-122.

Nur, Andi Saparuddin & Rahman, Abdul. (2013). Pemecahan Masalah Matematika Sebagai Sarana Mengembangkan Penalaran Formal Siswa Sekolah Menengah Pertama. Jurnal Sainsmat, 2 (1): 84-92.

Osborne, Jonathan. (2016). Styles of Scientific Reasoning: A Cultural Rationale for Science Education, 101 (1): 8-31.

Piaget, J. (1950). The Psychology of Intelligence. London: Routledge and Kegan Raul Ltd.

Piaget, J. (1973). To understand is to invent. New York: Grossman.

Piburn, D.M. (1990). Reasoning About Ligical Proposition and Success in Science. Journal of Research in Science Teachin., 27 (9): 887-900.

Piraksa, Chakkrapan., Srisawasdi, Niwat., & Koul, Rekha. (2014). Effect of Gender on Students’ Scientific Reasoning Ability : A Case Study in Thailand. Procedia - Social and Behavioral Sciences, 116: 486 – 491.

Rimadani, Ety., Parno., Markus, Diantoro. (2016). Identifikasi Kemampuan Penalaran Ilmiah Siswa SMA Pada Materi Suhu Dan Kalor. Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan, 2 (6): 833-839.

Robinson, W. R. & Níaz, M. (1991). Performance Based On Instruction By Lecture or by Interaction Ant Its Relationship To Cognitive Variables. International Journal of Science Education, 13: 203-215.

Schoenfeld, Alan H. (1979). Explicit Heuristic Training as a Variable in Problem-Solving Performance. Journal for Research in Mathematics Education, 10 (3): 173-187.

Syafi'i, A., Handayani, L., & Khanafiyah, S. (2014). Penerapan Question Based Discovery Learning Pada Kegiatan Laboratorium Fisika Untuk Meningkatkan Keterampilan Proses Sains. Unnes Physics Education Journal, 3 (2).

Tajudin, N, M. & Chinnappan, M. (2015). Exploring Relationship Between Scientific Reasoning Skills And Mathematics Problem Solving. Procedings of 38th annual conference of Mathematic Education Research Group, 603-610.

Taneo, P. N. L., & Suyitno, H . (2015). Kemampuan Pemecahan Masalah Dan Karakter Kerja Keras Melalui Model SAVI Berpendekatan Kontekstual. Unnes Journal of Mathematics Education Research, 4 (2).

Veermans, K., Joolingen, W. V., & Jong, T. D. (2006). Use of Heuristics to Facilitate Scientific Discovery Learning in a Simulation Learning Environment in a Physics Domain. International Journal of Science Education, 28 (4): 341-361.

Wason, P. C. & Johnson, L. P. N. (1972). Psychology of Reasoning. Structure and Content. Cambridge, MA: Harvard University Press.

Wu, H. L., Weng, H. L., & She, H. C. (2016). Effects of Scaffolds and Scientific Reasoning Ability on Web-Based Scientific Inquiry. International Journal of Contemporary Educational Research, 3(1): 12-24

Zhou, Shaona., Han, Jing., & Bao, Lie. (2016). Assessment of Scientific Reasoning: The Effects of Task Context, Data, and Design on Student Reasoning Control of Variables. Journal of Thinking Skills and Creativity ScienceDirect, 19: 175-187.

Zimmerman, C. (2007). The Development of Scientific Thinking Skills in Elementary and Middle School. ScienceDirect, 27(2): 172-223.

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