Determining Students' Higher Thinking Skills Profile Using Creative Problem-Solving Model Indicators Integrated with Predict Observe Explain

Y. Trisnayanti, W. Sunarno, M. Masykuri, S. Sukarmin, Z. Jamain

Abstract

This study intends to investigate the profile of students’ higher-order thinking skills through the model integration of Creative Problem Solving Predict-Observe-Explain (CPSPOE). Data collection was carried out both quantitatively and qualitatively (mixed method). The mixed method sequential explanatory design consisted of two distinct phases: quantitative and qualitative. In this design, the researchers first collected and analyzed quantitative (numeric) data, then proceeded with qualitative data to help decipher the quantitative results. Using a purposive sampling technique, the research sample used two junior high schools in the city of Bengkulu to determine the experimental and control classes in each school based on the average academic scores before the study. The research instrument was a high-level thinking cognitive test in the form of 10-item test items describing the interaction of living things with their environment. The results of student scores on the test were analyzed using the MANOVA significance test and obtained a p-value <0.05, meaning that there is a significant influence on classifying, problem-solving, generating hypothesizing, and decision-making. Based on the CPSPOE model reference, which is integrated with a complete and interactive sequence of learning stages that can facilitate students to be involved in efforts to train higher-order thinking skills and can effectively activate students, being facilitated by teachers, complex social systems are considered practical and easy to implement to train high-level thinking skills. This study concludes that the sequence of learning stages of the CPSPOE model can be effective in improving classifying, problem-solving, generating hypothesizing, and decision-making skills for junior high school students’ high-level thinking skills.

Keywords

creative problem solving; predict observe explain; higher order thinking skills

Full Text:

PDF

References

Abu-Hussain, J., & Abu-Hussain, N. (2018). Thinking styles among the Arab-Minority teachers in the Arab education system in Israel. American Journal of Educational Research, 6(1), 32–37.

Adebayo, F. (2015). Generative and Predict-Observe-Explain instructional strategies: towards enhancing basic science practical skills of lower primary school pupils. International Journal of Elementary Education, 4(4), 86.

Alanazi, A. (2016). A critical review of constructivist theory and the emergence of constructionism. American Research Journal of Humanities and Social Sciences, March.

Amalina, I. K., & Vidákovich, T. (2023). Development and differences in mathematical problem-solving skills: A cross-sectional study of differences in demographic backgrounds. Heliyon, 9(5).

Apostol, M., & D, E. (2017). Problem-solving heuristics on non-routine problems of college students. American Journal of Educational Research, 5(3), 338–343.

Arreola, N. J., & Reiter-Palmon, R. (2016). The effect of problem construction creativity on solution creativity across multiple everyday problems. Psychology of Aesthetics, Creativity, and the Arts, 10(3), 287–295.

Barak, M. (2013). Impacts of learning inventive problem-solving principles: Students’ transition from systematic searching to heuristic problem-solving. Instructional Science, 41(4), 657–679.

Baumgartner, J. (2013). The basics of creative problem-solving. InnovationManagement.Se, 1–6.

Budiyono. (2017). Pengantar Metodologi Penelitian Pendidikan. UNS Press.

Budsankom, P., Sawangboon, T., Damrongparit, S., & Chuensirimongkol, J. (2015). Factors affecting higher order thinking skills of student : A meta-analytic structural equation modeling study. Academic Journals, 10(19).

Chan, J. Y. C., Ottmar, E. R., Smith, H., & Closser, A. H. (2022). Variables versus numbers: Effects of symbols and algebraic knowledge on students’ problem-solving strategies. Contemporary Educational Psychology, 71(September), 102114.

Christiansen, E. T., Kuure, L., Morch, A., & Lindstraom, B. (2013). Problem-Based Learning For The 21st Century.

Colin, T. R., Belpaeme, T., Cangelosi, A., & Hemion, N. (2016). Hierarchical reinforcement learning as creative problem-solving. Robotics and Autonomous Systems, 86, 196–206.

Creswell, J. (2013). Research Design Pendekatan Kualitatif, Kuantitatif, dan Mixed (Tiga). Pustaka Pelajar.

Daryanes, F., Darmadi, D., Fikri, K., Sayuti, I., Rusandi, M. A., & Situmorang, D. D. B. (2023). The development of articulate storyline interactive learning media based on case methods to train students’ problem-solving ability. Heliyon, 9(4), e15082.

Earley, M. A. (2014). A synthesis of the literature on research methods education. Teaching in Higher Education, 19(3), 242–253.

Fearon, D. D., Copeland, D., & Saxon, T. F. (2013). The relationship between parenting styles and creativity in a sample of Jamaican children. Creativity Research Journal, 25(1), 119–128.

Fejes, J. B., Jámbori, S., Kasik, L., Vígh, T., & Gál, Z. (2023). Exploring social problem-solving profiles among Hungarian high school and university students. Heliyon, 9(8).

Florida, R., Mellander, C., & King, K. (2015). The Global Creativity Index 2015. Martin Prosperity Institute, 68.

Fredriksdotter, H., Norén, N., & Bråting, K. (2022). Investigating grade-6 students’ justifications during mathematical problem-solving in small group interaction. Journal of Mathematical Behavior, 67(January).

Gamage, J., Mathew, T., & Weerahandi, S. (2004). Generalized p-values and generalized confidence regions for the multivariate Behrens-Fisher problem and MANOVA. Journal of Multivariate Analysis, 88(1), 177–189.

Gilhooly, K. J., Georgiou, G. J., Sirota, M., & Paphiti-Galeano, A. (2015). Incubation and suppression processes in creative problem-solving. Thinking and Reasoning, 21(1), 130–146.

Gralewski, J., & Karwowski, M. (2019). Are teachers’ ratings of students’ creativity related to students’ divergent thinking? A meta-analysis. Thinking Skills and Creativity, 33(July), 100583.

Hilario, J. S. (2015). The use of Predict-Observe-Explain-Explore ( POEE ) as a new teaching strategy in general chemistry laboratory. International Journal of Education and Research, 3(2), 37–48.

Hong, J. C., Hsiao, H. S., Chen, P. H., Lu, C. C., Tai, K. H., & Tsai, C. R. (2021). Critical attitude and ability associated with students’ self-confidence and attitude toward “predict-observe-explain” online science inquiry learning. Computers and Education, 166(February 2020), 104172.

Hooijdonk, Mare, Mainhard, T., Kroesbergen, E. H., & van Tartwijk, J. (2020). Creative Problem Solving in Primary Education: Exploring the Role of Fact Finding, Problem Finding, and Solution Finding across Tasks. Thinking Skills and Creativity, 37(August 2019), 100665.

Hu, R., Xiaohui, S., & Shieh, C. J. (2017). A study on the application of creative problem-solving teaching to statistics teaching. Eurasia Journal of Mathematics, Science and Technology Education, 13(7), 3139–3149.

Idris, N., Talib, O., & Razali, F. (2022). Strategies in Mastering Science Process Skills in Science Experiments: a Systematic Literature Review. Jurnal Pendidikan IPA Indonesia, 11(1), 155–170.

Iordanou, K., & Constantinou, C. P. (2014). Developing pre-service teachers’ evidence-based argumentation skills on socio-scientific issues. Learning and Instruction, 34, 42–57.

Isaksen, S. G., & Aerts, W. S. (2011). Linking problem-solving style and creative organizational climate: An exploratory interactionist study. The International Journal of Creativity & Problem Solving, 21(2), 7–38.

Isaksen, S. G., Dorval, B. K., & Treffinger, D. J. (2010). Creative approaches to problem-solving: A framework for innovation and change. pp. 1–24.

Isaksen, S. G., & Treffinger, D. J. (2004). Celebrating 50 years of reflective practice: Versions of creative problem-solving. Journal of Creative Behavior, 38(2), 75–101.

Ivankova, N. V., & Plano Clark, V. L. (2018). Teaching mixed methods research: using a socio-ecological framework as a pedagogical approach for addressing the complexity of the field*. International Journal of Social Research Methodology, 21(4), 409–424.

Ivankova, Nataliya V. (2014). Implementing Quality Criteria in Designing and Conducting a Sequential QUAN → QUAL Mixed Methods Study of Student Engagement With Learning Applied Research Methods Online. Journal of Mixed Methods Research, 8(1), 25–51.

Jessani, S. I. (2015). Science Education: Issues, Approaches, and Challenges. Journal of Education and Educational Development, 2(1), 79.

Joyce, B., Weil, M., & Calhoun, E. (2003). Model of Teaching, 5th Ed (5th ed.). Asoke K, Ghosh, Prentice-Hall of India Private Limited, M-97, Connaught Circus, New-Delhi-110001.

Karaca-Atik, A., Meeuwisse, M., Gorgievski, M., & Smeets, G. (2023). Uncovering important 21st-century skills for sustainable career development of social sciences graduates: A systematic review. Educational Research Review, 39(February).

Knight, B. A. (2015). Teachers’ use of textbooks in the digital age. Cogent Education, 2(1), 1–10.

Kupers, E., Lehmann-Wermser, A., McPherson, G., & van Geert, P. (2019). Children’s Creativity: A Theoretical Framework and Systematic Review. In Review of Educational Research (Vol. 89, Issue 1).

Kwangmuang, P., Jarutkamolpong, S., Sangboonraung, W., & Daungtod, S. (2021). The development of learning innovation to enhance higher-order thinking skills for students in Thailand junior high schools. Heliyon, 7(6), e07309.

Lee, J., & Choi, H. (2017). What affects learner’s higher-order thinking in technology-enhanced learning environments? The effects of learner factors. Computers and Education, 115, 143–152.

Lin, H. C., Hwang, G. J., Chang, S. C., & Hsu, Y. D. (2021). Facilitating critical thinking in decision making-based professional training: An online interactive peer-review approach in a flipped learning context. Computers and Education, 173(June), 104266.

Lindahl, M. G., & Lundin, M. (2016). How do 15–16-year-old students use scientific knowledge to justify their reasoning about human sexuality and relationships? Teaching and Teacher Education, 60, 121–130.

Lisesi, Ç. K. M. T. A. (2017). Examining the problem-solving skills and the strategies used by high school students in solving non-routine problems. E-International Journal of Educational Research, 8(2), 91–114.

Lister, C. A. P. (2015). A framework for implementing inquiry-based learning in the elementary classroom.

Lockey, A., Conaghan, P., Bland, A., & Astin, F. (2021). Educational theory and its application to advanced life support courses: a narrative review. Resuscitation Plus, 5(October), 100053.

Lor, R. R. (2017). Design thinking in education : A critical review of literature. International Academic Conference on Social Science and Management.

Maker, C. J., Bahar, A. K., Pease, R., & Alfaiz, F. S. (2023). Discovering and nurturing creative problem-solving in young children: An exploratory study. Journal of Creativity, 33(2), 100053.

Min, S. H., & Kim, M. K. (2020). Developing children’s computational thinking through physical computing lessons. International Electronic Journal of Elementary Education, 13(2), 183–198.

Molnár, G., Greiff, S., & Csapó, B. (2013). Inductive reasoning, domain-specific and complex problem solving: Relations and development. Thinking Skills and Creativity, 9(January 2018), 35–45.

-Smit, T., & Maertz, C. P. (2017). Searching outside the box in creative problem solving: The role of creative thinking skills and domain knowledge. Journal of Business Research, 81(July), 1–10.

Murphy, C., Bianchi, L., McCullagh, J., & Kerr, K. (2013). Scaling up higher order thinking skills and personal capabilities in primary science: Theory-into-policy-into-practice. Thinking Skills and Creativity, 10(December), pp. 173–188.

Ndiung, S., Sariyasa, Jehadus, E., & Apsari, R. A. (2021). The effect of Treffinger’s creative learning model with the use of RME principles on creative thinking skill and mathematics learning outcome. International Journal of Instruction, 14(2), 873–888.

Ng, W. I., & Smith, G. D. (2017). Effects of a self-management education program on self-efficacy in patients with COPD: A mixed-methods sequential explanatory designed study. International Journal of COPD, 12, 2129–2139.

Ontario Public Service. (2016). 21st Century Competencies. Towards Defining 21st Century Competencies for Ontario, 1–66.

Parmin, P., Diah Pamelasari, S., & Rahayu, S. (2021). The Effect of Scientific Terms Error on Scientific Communication of Prospective Teachers and Progressive Education. Indonesian Journal on Learning and Advanced Education (IJOLAE), 3(3), 168–179.

Pascarella, E. T., Wang, J. S., Trolian, T. L., & Blaich, C. (2013). How the instructional and learning environments of liberal arts colleges enhance cognitive development. Higher Education, 66(5), 569–583.

Ping, I. L. L., Halim, L., & Osman, K. (2020). Explicit teaching of scientific argumentation as an approach in developing argumentation skills, science process skills, and biology understanding. Journal of Baltic Science Education, 19(2), 276–288.

Pozo, J. I., Pérez Echeverría, M. P., Casas-Mas, A., López-Íñiguez, G., Cabellos, B., Méndez, E., Torrado, J. A., & Baño, L. (2022). Teaching and learning musical instruments through ICT: the impact of the COVID-19 pandemic lockdown. Heliyon, 8(1).

Precourt, G. (2013). What we know about creativity. Journal of Advertising Research, 53(3), 238–239.

Puspendik, K. P. dan K. (2019). Laporan Hasil Ujian Nasional: Kementerian Pendidikan Dan Kebudayaan. In Diakses Agustus 12, 2020. https://pusmenjar.kemdikbud.go.id/hasil-un/

Runco, M. A., & Nemiro, J. (2018). Problem finding, creativity, and giftedness. Roeper Review, 16(4), 235–241.

Saido, G. A. M., Siraj, S., Nordin, A. B., & Al-Amedy, O. S. (2015). Teaching strategies for promoting higher order thinking skills: A case of secondary science teachers. Malaysian Online Journal Of Educational Management (MOJEM), 3(4), 16–30.

Saido, G. M., Siraj, S., Bakar, A., Nordin, B., & Saadallah, O. (2015). Higher order thinking skills among secondary school students in science learning. Malaysian Online Journal of Educational Sciences, 3(3), 13–20.

Salakhatdinova, L., & Palei, T. (2015). Training programs on creativity and creative program solving at Russian Universities. Procedia - Social and Behavioral Sciences, 191(June), 2710–2715.

Shana, Z., & Abulibdeh, E. S. (2020). Science practical work and its impact on students’ science achievement. Journal of Technology and Science Education, 10(2), 199–215.

Sjølie, E., Espenes, T. C., & Buø, R. (2022). Social interaction and agency in self-organizing student teams during their transition from face-to-face to online learning. Computers and Education, 189(June).

Sophonhiranrak, S., Suwannatthachote, P., & Ngudgratoke, S. (2015). Factors Affecting Creative Problem Solving in the Blended Learning Environment: A Review of the Literature. Procedia - Social and Behavioral Sciences, 174(1982), 2130–2136.

Taber, K. S. (2018). The use of Cronbach’s alpha when developing and reporting research instruments in science education. Research in Science Education, 48(6), 1273–1296.

Treffinger, D. J. (1995). Creative Problem Solving: Overview and educational implications. Educational Psychology Review, 7(3), 301–312.

Tsai, C. Y. (2018). The effect of online argumentation of socio-scientific issues on students’ scientific competencies and sustainability attitudes. Computers and Education, 116, 14–27.

Tseng, K. H., Chang, C. C., Lou, S. J., & Hsu, P. S. (2013). Using creative problem solving to promote students’ performance of concept mapping. International Journal of Technology and Design Education, 23(4), 1093–1109.

Tupsai, J., Yuenyong, C., & Taylor, P. C. (2015). Initial implementation of constructivist physics teaching in Thailand: A case of bass pre-service teacher. Mediterranean Journal of Social Sciences, 6(2), 506–513.

Uzuntiryaki-Kondakçi, E., & Çapa-Aydin, Y. (2013). Predicting critical thinking skills of university students through metacognitive self-regulation skills and chemistry self-efficacy. Educational Sciences: Theory & Practice, 13(1), 666–670.

van Hooijdonk, M. (2023). Assessing creative problem-solving in primary school students. Learning and Instruction, 88(July), 101823.

Varas, D., Santana, M., Nussbaum, M., Claro, S., & Imbarack, P. (2023). Teachers’ strategies and challenges in teaching 21st-century skills: Little common understanding. In Thinking Skills and Creativity (Vol. 48).

Venida, C., & Sigua, E. M. S. (2020). Predict-Observe-Explain strategy: Effects on students’ achievement and attitude towards physics. E-Journal Ups, 4(januari 2020), 1–11.

Vernon, D., Hocking, I., & Tyler, T. C. (2016). An Evidence-Based Review of Creative Problem Solving Tools: A Practitioner’s Resource. Human Resource Development Review, 15(2), 230–259.

Wakhata, R., Mutarutinya, V., & Balimuttajjo, S. (2023). Dataset on the relationship between students’ attitude towards and performance in mathematics word problems, mediated by active learning heuristic problem-solving approach. Data in Brief, 48, 109055.

Wang, J. C., & Wang, T. H. (2023). Learning effectiveness of energy education in junior high schools: Implementation of action research and the predict–observe–explain model to STEM course. Heliyon, 9(3), e14058.

Xu, L. W. (2015). Parametric bootstrap approaches for two-way MANOVA with unequal cell sizes and unequal cell covariance matrices. Journal of Multivariate Analysis, 133, 291–303.

Yerimadesi, Y., Warlinda, Y. A., Rosanna, D. L., Sakinah, M., & Putri, E. J. (2023). Guided Discovery Learning-Based chemistry e-module and its effect on higher-order thinking skills. Jurnal Pendidikan IPA Indonesia, 12(1), 168–177.

Yeşiloǧlu, S. N., & Köseoǧlu, F. (2020). Epistemological problems underlying pre-service chemistry teachers’ aims to use practical work in school science. Chemistry Education Research and Practice, 21(1), 154–167.

Zhu, W., Shang, S., Jiang, W., Pei, M., & Su, Y. (2019). Convergent Thinking Moderates the Relationship between Divergent Thinking and Scientific Creativity. Creativity Research Journal, 31(3), 320–328.

Refbacks

  • There are currently no refbacks.