Application of Multirepresentation-Based Creative Problem-Solving Learning Models to Improve Critical and Creative Thinking Skills for Students

Application of Multirepresentation-Based Creative Problem-Solving Learning Models to Improve Critical and Creative Thinking Skills for Students

Автор: Siti Fathonah, Edy Cahyono, Sri Haryani, Sarwi Sarwi, Noer Hayati Lestari

Журнал: International Journal of Cognitive Research in Science, Engineering and Education @ijcrsee

Рубрика: Original research

Статья в выпуске: 1 vol.12, 2024 года.

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The 21st-century competencies students need to have include creative thinking skills, critical thinking skills, literacy, and numeracy. These competencies can be developed in the learning process in class explicitly. This research aims to analyze the effectiveness of the Multirepresentation Based Creative Problem-Solving (MBCPS) learning model in improving students’ critical and creative thinking skills. The MBCPS Model Syntax consists of four stages: 1) problem identification, 2) finding ideas, 3) evaluating ideas with multiple representations (verbal, visual, and mathematical), and 4) validating solutions. The MBCPS model was applied to the experimental group and the Problem-Solving (PS) learning model in the comparison group on four study programs, natural science education. culinary education, public health science, and nutrition science with material on the science of nutrition. The difference between before and after learning was tested by Mann-Whitney, and N-gain tested the effectiveness. The results showed that before learning, there was no difference in critical and creative thinking skills, with a p-value > 0.05 between the experimental group and the comparison group. After learning, there was a very significant difference (p < 0.05). Learning the MBCPS model can improve critical thinking skills with an N-gain of 0.72 (high category) and creative thinking skills with an N-gain of 0.67 (medium category). The MBCPS learning model can be implemented on a broader scale according to the characteristics of complex course material to develop models in the field of education.

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Creative problem-solving, multirepresentation, critical thinking, creative thinking, nutrition

Короткий адрес: https://sciup.org/170202079

IDR: 170202079   |   DOI: 10.23947/2334-8496-2024-12-1-185-200

Список литературы Application of Multirepresentation-Based Creative Problem-Solving Learning Models to Improve Critical and Creative Thinking Skills for Students

  • Adam, M., & Mujib, U. (2020). Students critical-creative thinking skill: A multivariate analysis of experiments and gender. International Journal of Cognitive Research in Science, Engineering and Education, 8(S), 49-58. https://doi.org/10.23947/2334-8496-2020-8-SI-49-58
  • Ahmady, S., & Shahbazi, S. (2020). Impact of social problem-solving training on critical thinking and decision making of nursing students. BMC nursing, 19(1), 94. https://doi.org/10.1186/s12912-020-00487-x DOI: https://doi.org/10.1186/s12912-020-00487-x
  • Aiken, L. R. (1985). Three coefficients for analyzing the reliability and validity of ratings. Educational and psychological measurement, 45(1), 131-142. https://doi.org/10.1177/0013164485451012 DOI: https://doi.org/10.1177/0013164485451012
  • Ainsworth, S., Prain, V., & Tytler, R. (2011). Drawing to learn in science. Science, 33(6046), 1096–1097. https://doi.org/10.1126/science.1204153 DOI: https://doi.org/10.1126/science.1204153
  • Al-Tabany, T. I. B. (2015). Mendesain Model Pembelajaran Inovatif, Progresif, dan Kontekstual (Trianto (ed.). Prenadamedia Group.
  • Angell, C., Guttersrud, O., & Henriksen, E.K. (2007). “Multiple representations as a framework for a modelling approach to physics education”. Department of Physics, University of Oslo, NORWAY, and Per Morten Kind, School of Education, Durham University, UK.
  • Antonopoulou, M., Mantzorou, M., Serdari, A., Bonotis, K., Vasios, G., Pavlidou, E., ... & Giaginis, C. (2020). Evaluating Mediterranean diet adherence in university student populations: Does this dietary pattern affect students’ academic performance and mental health?. The International journal of health planning and management, 35(1), 5-21. https://doi.org/10.1002/hpm.2881 DOI: https://doi.org/10.1002/hpm.2881
  • Asigbee, F. M., Whitney, S. D., & Peterson, C. E. (2018). The link between nutrition and physical activity in increasing academic achievement. Journal of School Health, 88(6), 407-415. https://doi.org/10.1111/josh.12625 DOI: https://doi.org/10.1111/josh.12625
  • Astawa, I. B. M., Citrawathi, D. M., Sudiana, I. K., & Wulandari, I. G. A. A. M. (2022). The effect of flipped classroom based on disaster map visualization in disaster mitigation learning on students’ self-efficacy and critical thinking skills. Jurnal Pendidikan IPA Indonesia, 11(2), 303-313. https://doi.org/10.15294/jpii.v11i2.35308 DOI: https://doi.org/10.15294/jpii.v11i2.35308
  • Astawan, I. G., Suarjana, I. M., Werang, B. R., Asaloei, S. I., Sianturi, M., & Elele, E. C. (2023). STEM-Based Scientific Learning and Its Impact on Students’ Critical and Creative Thinking Skills: An Empirical Study. Jurnal Pendidikan IPA Indonesia, 12(3), 482-492. https://doi.org/10.15294/jpii.v12i3.46882 DOI: https://doi.org/10.15294/jpii.v12i3.46882
  • Barden, L., & Decker, E. A. (2016). Lipid oxidation in low-moisture food: a review. Critical reviews in food science and nutrition, 56(15), 2467-2482. https://doi.org/10.1080/10408398.2013.848833 DOI: https://doi.org/10.1080/10408398.2013.848833
  • Bede, F., Cumber, S. N., Nkfusai, C. N., Venyuy, M. A., Ijang, Y. P., Wepngong, E. N., & Kien, A. T. N. (2020). Dietary habits and nutritional status of medical school students: the case of three state universities in Cameroon. Pan African Medical Journal, 35(1). https://doi.org/10.11604/pamj.2020.35.15.1881 DOI: https://doi.org/10.11604/pamj.2020.35.15.18818
  • Biljana, N. C., & Dragana, S. (2017). Educational needs of teacher for introduction and application of innovative models in educational work to improve teaching. International Journal of cognitive research in science, engineering and education, 5(1), 49-56. https://doi.org/10.5937/IJCRSEE1701049N
  • Blakeslee, J. R. (2020). Effects of high-fidelity simulation on the critical thinking skills of baccalaureate nursing students: A causal-comparative research study. Nurse Education Today, 92, 104494. https://doi.org/10.1016/j.nedt.2020.104494 DOI: https://doi.org/10.1016/j.nedt.2020.104494
  • Bonamente, M. (2017). Statistics and analysis of scientific data (pp. 348p-348p). New York, NY: Springer New York. https://doi.org/10.1007/978-1-4939-6572-4
  • Branch, R. M. (2009). Instructional design: The ADDIE approach (Vol. 722). New York: Springer. https://doi.org/10.1007/978-0-387-09506-6 DOI: https://doi.org/10.1007/978-0-387-09506-6
  • Butterworth, J., & Thwaites, G. (2013). Thinking skills: Critical thinking and problem solving. Cambridge University Press.
  • Calyniuk, B., Górski, M., Garbicz, J., & Grochowska-Niedworok, E. (2019). Nutrition knowledge of people with eating disorders. Roczniki Państwowego Zakładu Higieny, 70(1), 41-48. https://doi.org/10.32394/rpzh.2019.0053 DOI: https://doi.org/10.32394/rpzh.2019.0053
  • Carolan, J., Prain, V., & Waldrip, B. (2008). Using representations for teaching and learning in science. Teaching Science, 54(1), 18-23. https://blogs.deakin.edu.au/asell-for-schools-vic/wp-content/uploads/sites/160/2018/03/Carolan-et-al-Teach-Sci_late-version.pdf
  • Castelao-Naval, O., Blanco-Fernández, A., Meseguer-Barros, C. M., Thuissard-Vasallo, I. J., Cerdá, B., & Larrosa, M. (2019). Life style and risk of atypical eating disorders in university students: Reality versus perception. Enfermería Clínica (English Edition), 29(5), 280-290. https://doi.org/10.1016/j.enfcli.2018.03.002 DOI: https://doi.org/10.1016/j.enfcle.2018.03.002
  • Chen, J., Cheng, J., Liu, Y., Tang, Y., Sun, X., Wang, T., Xiao, Y., Li, F., Xiang, L., Jiang, P., Wu, S., Wu, L., Luo, R., & Zhao, X. (2014). Associations between breakfast eating habits and health-promoting lifestyle, suboptimal health status in Southern China: a population based, cross sectional study. Journal of Translational Medicine, 112, 348 https://doi.org/10.1186/s12967-014-0348-1 DOI: https://doi.org/10.1186/s12967-014-0348-1
  • Chou, T. L., Wu, J. J., & Tsai, C. C. (2019). Research trends and features of critical thinking studies in e-learning environments: A review. Journal of educational computing research, 57(4), 1038-1077. https://doi.org/10.1177/0735633118774350 DOI: https://doi.org/10.1177/0735633118774350
  • Cohen Kadosh, K., Muhardi, L., Parikh, P., Basso, M., Jan Mohamed, H. J., Prawitasari, T., ... & Geurts, J. M. (2021). Nutritional support of neurodevelopment and cognitive function in infants and young children—an update and novel insights. Nutrients, 13(1), 199. https://doi.org/10.3390/nu13010199
  • Crowley, J., Ball, L., & Hiddink, G. J. (2019). Nutrition in medical education: a systematic review. The Lancet Planetary Health, 3(9), e379-e389. https://doi.org/10.1016/S2542-5196(19)30171-8 DOI: https://doi.org/10.1016/S2542-5196(19)30171-8
  • Daryanes, F., Ririen, D., Fikri, K., & Sayuti, I. (2023). Improving Students’ Critical Thinking Through the Learning Strategy “Students as Researchers”: Research Based Learning. Jurnal Penelitian Pendidikan IPA, 9(5), 2374-2382. https://doi.org/10.29303/jppipa.v9i5.2345 DOI: https://doi.org/10.29303/jppipa.v9i5.2345
  • Deslauriers, L., Schelew, E., & Wieman, C. (2011). Improved learning in a large-enrollment physics class. Science, 332(6031), 862-864. https://doi.org/10.1126/science.1201783 DOI: https://doi.org/10.1126/science.1201783
  • Doyan, A., Taufik, M., & Anjani, R. (2018). Pengaruh pendekatan multi representasi terhadap hasil belajar fisika ditinjau dari motivasi belajar peserta didik. Jurnal Penelitian Pendidikan IPA, 4(1). https://doi.org/10.29303/jppipa.v4i1.99 DOI: https://doi.org/10.29303/jppipa.v4i1.99
  • Fadaei, A. S. (2019). Comparing two results: Hake gain and dellow gain, to analyze FCI data in active learning process. US-China Education Review, 9(1), 31-39. https://doi.org/10.17265/2161-623X/2019.01.003 DOI: https://doi.org/10.17265/2161-623X/2019.01.003
  • Fang, S. C., Hsu, Y. S., & Lin, S. S. (2019). Conceptualizing socioscientific decision making from a review of research in science education. International Journal of Science and Mathematics Education, 17, 427-448. https://doi.org/10.1007/s10763-018-9890-2 DOI: https://doi.org/10.1007/s10763-018-9890-2
  • Fathonah, S. (2018, March). The influence of activities and nutrition status to university students’ achievements. In AIP Conference Proceedings (Vol. 1941, No. 1). AIP Publishing. https://doi.org/10.1063/1.5028066 DOI: https://doi.org/10.1063/1.5028066
  • Fathonah, S., Cahyono, E., Iswari, R. S., Haryani, S., & Lestari, N. H. (2022, December). Balance nutrition literature teaching materials in creative problem solving based multirepresentation learning model. In 4th Vocational Education International Conference (VEIC 2022) (pp. 123-131). Atlantis Press. https://doi.org/10.2991/978-2-494069-47-3_17 DOI: https://doi.org/10.2991/978-2-494069-47-3_17
  • Fathonah, S., Cahyono, E., Sarwi, S., Wusqo, I. U., Hanifah, N., & Agustin, L. R. (2020). Pengaruh literasi kesehatan dan literasi gizi terhadap status gizi mahasiswa UNNES. In Prosiding Seminar Nasional Pascasarjana (Vol. 3, No. 1, pp. 1063-1070). https://proceeding.unnes.ac.id/snpasca/article/view/1321/838
  • Ferreira, J. E. V., & Lawrie, G. A. (2019). Profiling the combinations of multiple representations used in large-class teaching: pathways to inclusive practices. Chemistry Education Research and Practice, 20(4), 902-923. https://doi.org/10.1039/c9rp00001a DOI: https://doi.org/10.1039/C9RP00001A
  • García, M.R.M., Ortega, J.A.I., Sobaler, L .A.M., & Ortega, R.M. (2018). Estrategias nutricionales que mejoran la función cognitiva [Nutrition strategies that improve cognitive function]. Nutrición hospitalaria, 35 (Spec No6), 16-19.Spanish. https://doi.org/10.20960/nh.2281
  • Gerace, W.J, & Beaty, I. D. (2005). Teaching vs Learning: Changing Perspectives on Problem-solving in Physics Instruction. Article presentated in 9th Common Conference of the Cyprus Physics Association and Greek Physics Association, Feb 4-6 2005 in University of Massachusetts Amherst. https://doi.org/10.48550/arXiv.physics/0508131
  • Ghozali, I. (2016). Aplikasi Analisis Multivariate dengan Program IBM SPSS 23. Semarang: Badan Penerbit Universitas Diponegoro.
  • Hardinsyah. (2017). Sejarah dan masa depan ilmu gizi. In Pakar Gizi Indonesia: Ilmu Gizi: Teori dan Aplikasinya. Jakarta: EGC.
  • Harms, M., Reiter-Palmon, R., & Derrick, D. C. (2020). The role of information search in creative problem solving. Psychology of Aesthetics, Creativity, and the Arts, 14(3), 367-380. https://doi.org/10.1037/aca0000212 DOI: https://doi.org/10.1037/aca0000212
  • Hashimoto, A., Inoue, H., & Kuwano, T. (2020). Low energy intake and dietary quality are associated with low objective sleep quality in young Japanese women. Nutrition research, 80, 44-54. https://doi.org/10.1016/j.nutres.2020.06.002 DOI: https://doi.org/10.1016/j.nutres.2020.06.002
  • Heidari, K. (2020). Critical thinking and EFL learners’ performance on textually-explicit, textually-implicit, and script-based reading items. Thinking Skills and Creativity, 37, 100703. https://doi.org/10.1016/j.tsc.2020.100703 DOI: https://doi.org/10.1016/j.tsc.2020.100703
  • Henriques, A., Azevedo, A., Lunet, N., Moura-Ferreira, P., Do Carmo, I., & Silva, S. (2020). Obesity-related knowledge and body mass index: a national survey in Portugal. Eating and Weight Disorders-Studies on Anorexia, Bulimia and Obesity, 25, 1437-1446. https://doi.org/10.1007/s40519-019-00782-w DOI: https://doi.org/10.1007/s40519-019-00782-w
  • Hough, L. (2020). Personality and Preference Inventory. In Encyclopedia of Personality and Individual Differences. Switzerland AG: Springer Cham. https://doi.org/10.1007/978-3-319-24612-3 DOI: https://doi.org/10.1007/978-3-319-24612-3_58
  • Imaduddin, M., & Haryani, S. (2019). Lembar kerja Directed Activities Related to Texts (DARTs) bermuatan multipel level representasi untuk meningkatkan kemampuan berpikir kritis calon guru kimia. Jurnal Inovasi Pendidikan Kimia, 13(1). https://journal.unnes.ac.id/nju/JIPK/article/view/16436
  • Isnaeni, W., Sujatmiko, Y. A., & Pujiasih, P. (2021). Analysis of the Role of Android-Based Learning Media in Learning Critical Thinking Skills and Scientific Attitude. Jurnal Pendidikan IPA Indonesia, 10(4), 607-617. https://doi.org/10.15294/jpii.v10i4.27597 DOI: https://doi.org/10.15294/jpii.v10i4.27597
  • Jin, G. U. O., Wei, L. I., Yang, W. A. N. G., Tao, C. H. E. N., Teo, K., & Liu, L. S. (2013). Influence of dietary patterns on the risk of acute myocardial infarction in China population: the INTERHEART China study. Chinese medical journal, 126(3), 464-470. https://doi.org/10.3760/cma.j.issn.0366-6999.20113076 DOI: https://doi.org/10.3760/cma.j.issn.0366-6999.20113076
  • Kadosh, C. K., Muhardi, L., Parikh, P., Basso, M., Jan Mohamed H.J., Prawitasari, T., Samuel, F., Ma, G., Geurts, J.M. (2021). Nutritional Support of Neurodevelopment and Cognitive Function in Infants and Young Children-An Update and Novel Insights. Nutrients, 13(1):199. https://doi.org/10.3390/nu13010199. DOI: https://doi.org/10.3390/nu13010199
  • Kalkan, I. (2019). The impact of nutrition literacy on the food habits among young adults in Turkey. Nutrition research and practice, 13(4), 352. https://doi.org/10.4162/nrp.2019.13.4.352 DOI: https://doi.org/10.4162/nrp.2019.13.4.352
  • Kashani-Vahid, L., Afrooz, G., Shokoohi-Yekta, M., Kharrazi, K., & Ghobari, B. (2017). Can a creative interpersonal problem solving program improve creative thinking in gifted elementary students?. Thinking skills and creativity, 24, 175-185. https://doi.org/10.1016/j.tsc.2017.02.011 DOI: https://doi.org/10.1016/j.tsc.2017.02.011
  • Kementerian Kesehatan RI. (2018). Kementerian Kesehatan RI. (2018). Laporan Nasional Riskesdas 2018. Jakarta: Kementerian Kesehatan RI.
  • Khoiri, N., Ristanto, S., & Kurniawan, A. F. (2023). Project-based learning via traditional game in physics learning: Its impact on critical thinking, creative thinking, and collaborative skills. Jurnal Pendidikan IPA Indonesia, 12(2), 286-292. https://doi.org/10.15294/jpii.v12i2.43198 DOI: https://doi.org/10.15294/jpii.v12i2.43198
  • Kim, S., Choe, I., & Kaufman, J. C. (2019). The development and evaluation of the effect of creative problem-solving program on young children’s creativity and character. Thinking Skills and Creativity, 33, 100590. https://doi.org/10.1016/j.tsc.2019.100590 DOI: https://doi.org/10.1016/j.tsc.2019.100590
  • Kirch, W. (Ed.). (2008). Encyclopedia of Public Health: Volume 1: A-H Volume 2: I-Z. Springer Science & Business Media. DOI: https://doi.org/10.1007/978-1-4020-5614-7
  • Lai, I. J., Chang, L. C., Lee, C. K., & Liao, L. L. (2021). Nutrition literacy mediates the relationships between multi-level factors and college students’ healthy eating behavior: evidence from a cross-sectional study. Nutrients, 13(10), 3451. https://doi.org/10.3390/nu13103451 DOI: https://doi.org/10.3390/nu13103451
  • Laughlin, P. R., Hatch, E. C., Silver, J. S., & Boh, L. (2006). Groups perform better than the best individuals on letters-to-numbers problems: effects of group size. Journal of Personality and social Psychology, 90(4), 644-651. https://doi.org/10.1037/0022-3514.90.4.644 DOI: https://doi.org/10.1037/0022-3514.90.4.644
  • Lee, E. J., Lee, K. R., & Kim, J. Y. (2020). Analysis of differences in eating alone attitude of Koreans by dietary habits and age. Appetite, 152, 104695. https://doi.org/10.1016/j.appet.2020.104695 DOI: https://doi.org/10.1016/j.appet.2020.104695
  • Liang, Y., Chen, X., Zhao, C., & Jiang, S. (2022). Nutrition improvement program for rural compulsory education students and individual health. Frontiers in Public Health, 10, 1051810. https://doi.org/10.3389/fpubh.2022.1051810 DOI: https://doi.org/10.3389/fpubh.2022.1051810
  • Mahalingam, M., & Fasella, E. (2017). Effective use of technology for asynchronous learning to elevate students’ knowledge and problem-solving ability. In Unplugging the Classroom (pp. 149-158). Chandos Publishing. https://doi.org/10.1016/B978-0-08-102035-7.00011-4 DOI: https://doi.org/10.1016/B978-0-08-102035-7.00011-4
  • Maharani, D., Prihandono, T., & Lesmono, A. D. (2015). Pengembangan lks multirepresentasi berbasis pemecahan masalah pada pembelajaran fisika di sma 1 [Development of multi-representation worksheets based on problem solving in physics learning at SMA 1]. Jurnal Pembelajaran Fisika, 4(3), 236-242. https://jurnal.unej.ac.id/index.php/JPF/article/view/2644/2137
  • Mameli, C., Galli, E., Dilillo, D., Alemanno, A., Catalani, L., Cau, S., ... & Zuccotti, G. (2014). Psychosocial, behavioural, pedagogical, and nutritional proposals about how to encourage eating a healthy breakfast. Italian Journal of Pediatrics, 40, 1-7. https://doi.org/10.1186/s13052-014-0073-7 DOI: https://doi.org/10.1186/s13052-014-0073-7
  • Malik, A., & Ubaidillah, M. (2020). Students Critical-Creative Thinking Skill: A Multivariate Analysis of Experiments and Gender. International Journal of Cognitive Research in Science, Engineering and Education (IJCRSEE), 8(Special is-sue), 49–58. https://doi.org/10.23947/2334-8496-2020-8-SI-49-58 DOI: https://doi.org/10.23947/2334-8496-2020-8-SI-49-58
  • Martínez García, R. M., Jiménez Ortega, A. I., López Sobaler, A. M., & Ortega, R. M. (2018). Estrategias nutricionales que mejoran la función cognitiva. Nutrición hospitalaria, 35(SPE6), 16-19. https://doi.org/10.20960/nh.2281 DOI: https://doi.org/10.20960/nh.2281
  • Mayseless, N., Hawthorne, G., & Reiss, A. L. (2019). Real-life creative problem solving in teams: fNIRS based hyperscanning study. NeuroImage, 203, 116161. https://doi.org/10.1016/j.neuroimage.2019.116161 DOI: https://doi.org/10.1016/j.neuroimage.2019.116161
  • Merrotsy, P. (2017). Pedagogy For Creative Problem-solving. New York: Routledge. https://doi.org/10.4324/9781315198019 DOI: https://doi.org/10.4324/9781315198019
  • Ministry of Health Indonesia. (2014). Food-based dietary guidelines - Indonesia. https://www.fao.org/nutrition/education/food-dietary-guidelines/regions/countries/indonesia/en/
  • Muin, M., Burhanuddin, N., Zulfahmidah, Z., & Aisyah, W. N. A. (2020). Peran Status Gizi Terhadap Tingkat Kecerdasan Kognitif Anak. Indonesian Journal of Health, 1(01), 21-30. https://doi.org/10.33368/inajoh.v0i0.8 DOI: https://doi.org/10.33368/inajoh.v1i01.8
  • Mullan, B., Wong, C., Kothe, E., O’Moore, K., Pickles, K., & Sainsbury, K. (2014). An examination of the demographic predictors of adolescent breakfast consumption, content, and context. BMC Public Health, 14, 1-9. https://doi.org/10.1186/1471-2458-14-264 DOI: https://doi.org/10.1186/1471-2458-14-264
  • Nazzal, L. J., & Kaufman, J. C. (2020). The relationship of the quality of creative problem solving stages to overall creativity in engineering students. Thinking skills and creativity, 38, 100734. https://doi.org/10.1016/j.tsc.2020.100734 DOI: https://doi.org/10.1016/j.tsc.2020.100734
  • Novković Cvetković, B., & Stanojević, D. (2017). Educationa Needs of Teacher for Introduction and Application of Innovative Models in Educational Work to Improve Teaching. International Journal of Cognitive Research in Science, Engineering and Education (IJCRSEE), 5(1), 49–56. https://doi.org/10.5937/IJCRSEE1701049N DOI: https://doi.org/10.5937/IJCRSEE1701049N
  • O’Neil, H. F., Chuang, S. H. S., & Baker, E. L. (2009). Computer-based feedback for computer-based collaborative problem solving. In Computer-based diagnostics and systematic analysis of knowledge (pp. 261-279). Boston, MA: Springer US. https://doi.org/10.1007/978-1-4419-5662-0_14 DOI: https://doi.org/10.1007/978-1-4419-5662-0_14
  • Olaleye, B. O. (2012). Enhancing teachers’ knowledge for using multiple representations in teaching chemistry in Nigerian senior secondary schools. Edith Cowan University. https://ro.ecu.edu.au/theses/494
  • Parekh, N., Jiang, J., Buchan, M., Meyers, M., Gibbs, H., & Krebs, P. (2018). Nutrition literacy among cancer survivors: feasibility results from the Healthy Eating and Living Against Breast Cancer (HEAL-BCa) study: a pilot randomized controlled trial. Journal of Cancer Education, 33, 1239-1249. https://doi.org/10.1007/s13187-017-1238-z DOI: https://doi.org/10.1007/s13187-017-1238-z
  • Partida, S., Marshall, A., Henry, R., Townsend, J., & Toy, A. (2018). Attitudes toward nutrition and dietary habits and effectiveness of nutrition education in active adolescents in a private school setting: A pilot study. Nutrients, 10(9), 1260. https://doi.org/10.3390/nu10091260 DOI: https://doi.org/10.3390/nu10091260
  • Rapi, N. K., Suastra, I. W., Widiarini, P., & Widiana, I. W. (2022). The influence of flipped classroom-based project assessment on concept understanding and critical thinking skills in physics learning. Jurnal Pendidikan IPA Indonesia, 11(3), 351-362. https://doi.org/10.15294/jpii.v11i3.38275 DOI: https://doi.org/10.15294/jpii.v11i3.38275
  • Rizal, M. (2014). Pengaruh pembelajaran inkuiri terbimbing dengan multi representasi terhadap keterampilan proses sains dan penguasaan konsep IPA siswa SMP. Jurnal Pendidikan Sains, 2(3), 159-165. https://media.neliti.com/media/publications/122359-ID-none.pdf
  • Rizky, G., Tomo, D., & Haratua, T. M. S. (2014). Kemampuan multirepresentasi siswa SMA dalam menyelesaikan soal-soal hukum Newton. Jurnal Pendidikan dan Pembelajaran Khatulistiwa (JPPK), 3(8). http://dx.doi.org/10.26418/jppk.v3i8.6733
  • Sani, R. A., & Bunawan, W. (2022). Soal Fisika HOTS Berpikir Kreatif, Kritis, Problem Solving. Bumi Aksara.
  • Sari, A. P., Feranie, S., & Karim, S. (2015). Penerapan pembelajaran berbasis masalah dengan pendekatan multirepresentasi untuk meningkatkan prestasi belajar dan konsistensi ilmiah berbasis multirepresentasi pada materi elastisitas. Jurnal Penelitian & Pengembangan Pendidikan Fisika, 1(2), 45-50. https://doi.org/10.21009/1.01208 DOI: https://doi.org/10.21009/1.01208
  • Schneider, K., & Hoffmann, I. (2011). Nutrition ecology—a concept for systemic nutrition research and integrative problem solving. Ecology of food and nutrition, 50(1), 1-17. https://doi.org/10.1080/03670244.2010.524101 DOI: https://doi.org/10.1080/03670244.2010.524101
  • Schröder, H., Fïto, M., & Covas, M. I. (2007). Association of fast food consumption with energy intake, diet quality, body mass index and the risk of obesity in a representative Mediterranean population. British Journal of Nutrition, 98(6), 1274-1280. https://doi.org/10.1017/S0007114507781436 DOI: https://doi.org/10.1017/S0007114507781436
  • Setyandaru, T. A., Wahyuni, S., & aristya Putra, P. D. (2017). Pengembangan Modul pembelajaran berbasis multirepresentasi pada pembelajaran fisika di SMA/MA. Jurnal Pembelajaran Fisika, 6(3), 223-230. https://jurnal.unej.ac.id/index.php/JPF/article/view/5313
  • Shahat, H. A., Gaber, S. A., & Aldawsari, H. K. (2023). Using the ADDIE model to teach creativity in the synthesis of raw materials. International Journal of Learning, Teaching and Educational Research, 22(6), 262-281. https://doi.org/10.26803/ijlter.22.6.15 DOI: https://doi.org/10.26803/ijlter.22.6.15
  • Shettar, A., Vijaylakshmi, M., & Tewari, P. (2020). Categorizing student as a convergent and divergent thinker in problem-solving using learning analytics framework. Procedia Computer Science, 172, 3-8. https://doi.org/10.1016/j.procs.2020.05.001 DOI: https://doi.org/10.1016/j.procs.2020.05.001
  • Sizer, F. S., & Whitney, E. (2020). Nutrition: Concepts & Controversies. 15ed. USA: Cengage Learning, Inc. https://www.cengage.com/c/nutrition-concepts-and-controversies-15e-sizer/9781337906371PF/
  • Škėrienė, S., & Jucevičienė, P. (2020). Problem solving through values: A challenge for thinking and capability development. Thinking Skills and Creativity, 37, 100694. https://doi.org/10.1016/j.tsc.2020.100694 DOI: https://doi.org/10.1016/j.tsc.2020.100694
  • Smith, L., Disler, R., & Watson, K. (2020). Physical activity and dietary habits of first year nursing students: An Australian dual-method study. Collegian, 27(5), 535-541. https://doi.org/10.1016/j.colegn.2020.05.002 DOI: https://doi.org/10.1016/j.colegn.2020.05.002
  • 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, 2130-2136. https://doi.org/10.1016/j.sbspro.2015.02.012 DOI: https://doi.org/10.1016/j.sbspro.2015.02.012
  • Stigler, J. W., Son, J. Y., Givvin, K. B., Blake, A. B., Fries, L., Shaw, S. T., & Tucker, M. C. (2020). The Better Book approach for education research and development. Teachers College Record, 122(9), 1-32. https://doi.org/10.1177/016146812012200913 DOI: https://doi.org/10.1177/016146812012200913
  • Suhandi, A., & Wibowo, F. C. (2012). Pendekatan multirepresentasi dalam pembelajaran usaha-energi dan dampak terhadap pemahaman konsep mahasiswa. Jurnal Pendidikan Fisika Indonesia, 8(1). https://doi.org/10.15294/jpfi.v8i1.1988
  • Sujanem, R., & Suwindra, I. P. (2023). Problem-based Interactive Physics E-Module in Physics Learning Through Blended PBL to Enhance Students’ Critical Thinking Skills. Jurnal Pendidikan IPA Indonesia, 12(1), 135-145. https://doi.org/10.15294/jpii.v12i1.39971 DOI: https://doi.org/10.15294/jpii.v12i1.39971
  • Sweet, J. J. (2021). The effect of item presentation (pictorial, verbal, and combination) on choice overload and tendency to opt-out of choice. Honors Economics Posters. 19. https://digitalworks.union.edu/eco499p_2021/19
  • Tawil, M., & Liliasari, L. (2013). Berpikir Kompleks dan Implementasinya dalam pembelajaran IPA [Complex Thinking and Its Implementation in Science Learning]. Makassar: Universitas Negeri Makassar.
  • Ul Haq, I., Mariyam, Z., Li, M., Huang, X., Jiang, P., Zeb, F., ... & Zhou, M. (2018). A comparative study of nutritional status, knowledge attitude and practices (KAP) and dietary intake between international and Chinese students in Nanjing, China. International journal of environmental research and public health, 15(9), 1910. https://doi.org/10.3390/ijerph15091910 DOI: https://doi.org/10.3390/ijerph15091910
  • Van Hooijdonk, M., 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, 100665. https://doi.org/10.1016/j.tsc.2020.100665 DOI: https://doi.org/10.1016/j.tsc.2020.100665
  • Verawati, N. N. S. P., Hikmawati, H., Prayogi, S., & Bilad, M. R. (2021). Reflective Practices in Inquiry Learning: Its Effectiveness in Training Pre-Service Teachers’ Critical Thinking Viewed from Cognitive Styles. Jurnal Pendidikan IPA Indonesia, 10(4), 505-514. https://doi.org/10.15294/jpii.v10i4.31814 DOI: https://doi.org/10.15294/jpii.v10i4.31814
  • Waldrip, B., Prain, V., & Carolan, J. (2006). Learning junior secondary science through multi-modal representations. The Electronic Journal for Research in Science & Mathematics Education, 11, 87-107. https://www.researchgate.net/publication/228355963_Learning_junior_secondary_science_through_multi-modal_representations
  • Wang, D., Xiao, H., Lyu, X., Chen, H., & Wei, F. (2023). Lipid oxidation in food science and nutritional health: A comprehensive review. Oil Crop Science, 8(1), 35-44. https://doi.org/10.1016/j.ocsci.2023.02.002 DOI: https://doi.org/10.1016/j.ocsci.2023.02.002
  • WHO. (2018). Global Strategy for Women’s, Children’s and Adolescents’ Health (2016–2030): sexual and reproductive health, interpersonal violence, and early childhood development. https://apps.who.int/gb/ebwha/pdf_files/WHA71/A71_19-en.pdf
  • Widianingtiyas, L. (2015). Pengaruh pendekatan multi representasi dalam pembelajaran fisika terhadap kemampuan kognitif siswa SMA [The influence of the multiple representation approach in physics learning on the cognitive abilities of high school students] (Doctoral dissertation, UNIVERSITAS NEGERI JAKARTA). https://doi.org/10.21009/1.01105 DOI: https://doi.org/10.21009/1.01105
  • Winarto, W., Cahyono, E., Sumarni, W., Sulhadi, S., Wahyuni, S., & Sarwi, S. (2022). Science Teaching Approach Ethno-SETSaR to Improve Pre-Service Teachers’ Creative Thinking and Problem Solving Skills. Journal of Technology and Science Education, 12(2), 327-344. https://doi.org/10.3926/jotse.1367 DOI: https://doi.org/10.3926/jotse.1367
  • Zuhri, R.S., Wilujeng, I., & Haryanto, H. (2023). Multiple Representation Approach in Elementary School Science Learning: A Systematic Literature Review. International Journal of Learning, Teaching and Educational Research. 22(3), 51-73. https://doi.org/10.26803/ijlter.22.3.4 DOI: https://doi.org/10.26803/ijlter.22.3.4
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