The Influence of Scientific-Based Numeracy Literacy Teaching Materials on Students’ Motivation and Higher Order Thinking Abilities
DOI:
https://doi.org/10.15294/88jfsm61Keywords:
Higher Order Thinking Skills, Motivation, Scientific-based Numeracy Literacy, Teaching MaterialsAbstract
This research aims to analyze the influence of scientific-based numeracy literacy teaching materials on students' motivation and higher order thinking abilities. This research is a quantitative research using a quasi-experiment method with a nonequivalent control group design. Sampling used purposive sampling technique. The instruments used were motivational questionnaire sheets and higher order thinking ability tests. The paired sample t-test was used to analyze the data. The findings indicate a significant difference in the average posttest scores between the experimental group and the control group, with a significance value of 0.000<0.005 and a mean difference of 18.06 (66.00 - 47.94) between the two groups. Additionally, the confidence interval for the difference ranged from -36.959 to -30.354. That there is a significant (real) difference between the average motivation score and higher order thinking abilities of students in the experimental class and the control class using of scientific-based numeracy literacy teaching materials. So with these results it can be concluded that the scientific-based numeracy literacy teaching materials has an effect on students' motivation and higher order thinking abilities.
References
Adisel, Harini, H., Prananosa, A. G., Onsardi, Sulistianingsih, & Thadi, R. (2024). Motivation mediating effect on principals' personality, job satisfaction, and affective commitment. International Journal of Evaluation and Research in Education , 13(1), 132–140. https://doi.org/10.11591/ijere.v13i1.26661
Afikah, A., Rohaeti, E., & Jumadi, J. (2022). Innovative Learning in Improving High-Order Thinking Skills and Communication Skills: A Systematic Review. Jurnal Penelitian Pendidikan IPA, 8(5), 2229–2234. https://doi.org/10.29303/jppipa.v8i5.2091
Alarcon, D. A., Talavera-Mendoza, F., Paucar, F. H., Caceres, K. S., & Viza, R. (2023). Science and inquiry-based teaching and learning: a systematic review. Frontiers in Education, 8. https://doi.org/10.3389/feduc.2023.1170487
Amali, L. N., Anggani Linggar Bharati, D., & Rozi, F. (2022). The Implementation of High Order Thinking Skills (HOTS) Assessment to Evaluate the Students' Reading Comprehension Achievement. English Education Journal, 12(1), 10–18. https://doi.org/10.15294/eej.v12i1.52571
Amin, A., Asiyah, A., Syafal, Z., Alimni, A., Nurlaili, N., Wulandari, A., & Kurniawan, D. A. (2022). Motivation and implementation of Islamic concept in madrasah ibtidaiyah school: Urban and rural. International Journal of Evaluation and Research in Education, 11(1), 345–352. https://doi.org/10.11591/ijere.v11i1.21943
Apoko, T. W., & Cahyono, B. Y. (2024). In-service English teachers' motivations in the Indonesian teacher profession education program. International Journal of Evaluation and Research in Education , 13(4), 2639–2649. https://doi.org/10.11591/ijere.v13i4.28442
Avikasari, A., Rukayah, R., & Indriayu, M. (2018). The Influence of Science Literacy-Based Teaching Material Towards Science Achievement. International Journal of Evaluation and Research in Education (IJERE), 7(3), 182. https://doi.org/10.11591/ijere.v7i3.14033
Branson, I. S., Speelman, C. P., & Rogers, S. L. (2024). Intrinsic motivation in a virtual reality mock crime affects participants' willingness to invest more effort in deceptive interviews. Scientific Reports, 14(1), 1–11. https://doi.org/10.1038/s41598-023-50515-4
Campbell, D., & Stanley, J. C. (1963). Experimental and Quasi Experimental Design for Research. Rand Mc Nally College Publishing Company.
Chue, K. L., & Nie, Y. (2016). International students' motivation and learning approach: A comparison with local students. Journal of International Students, 6(3), 678–699. https://doi.org/10.32674/jis.v6i3.349
Cooke, A. C., Davidson, G. L., van Oers, K., & Quinn, J. L. (2021). Motivation, accuracy and positive feedback through experience explain innovative problem solving and its repeatability. Animal Behaviour, 174, 249–261. https://doi.org/10.1016/j.anbehav.2021.01.024
Darwin, Rusdin, D., Mukminatien, N., Suryati, N., Laksmi, E. D., & Marzuki. (2024). Critical thinking in the AI era: An exploration of EFL students' perceptions, benefits, and limitations. Cogent Education, 11(1). https://doi.org/10.1080/2331186X.2023.2290342
Dašić, D., Kostadinović, M. I., Vlajković, M., & Pavlović, M. (2024). Digital Literacy in the Service of Science and Scientific Knowledge. International Journal of Cognitive Research in Science, Engineering and Education, 12(1), 219–227. https://doi.org/10.23947/2334-8496-2024-12-1-219-227
Eek, F., & Stigmar, K. (2024). Scientific approach, attitudes, and perspectives on research among Swedish physiotherapy students—a cross-sectional study. BMC Medical Education, 24(1), 1–12. https://doi.org/10.1186/s12909-024-05477-0
Fatmawati, A., Zubaidah, S., Mahanal, S., & Sutopo. (2022). Representation Skills of Students with Different Ability Levels when Learning Using the LCMR Model. Pegem Journal of Education and Instruction, 13(1), 177–192. https://doi.org/10.47750/pegegog.13.01.20
Filgona, J., Sakiyo, J., Gwany, D. M., & Okoronka, A. U. (2020). Motivation in Learning. Asian Journal of Education and Social Studies, September, 16–37. https://doi.org/10.9734/ajess/2020/v10i430273
Firoozi, M. R., Kazemi, A., & Jokar, M. (2017). The role of socio-cognitive variables in predicting learning satisfaction in smart schools. International Electronic Journal of Elementary Education, 9(3), 613–626.
Fischer, B., & Brückner, J.-P. (2024). Motivation und Intention zum Sporttreiben in der Freizeit. Ist das Trainer*innenverhalten bedeutsamer oder die Motivation im Schulsport? Forum Kinder- Und Jugendsport, 5(1), 11–20. https://doi.org/10.1007/s43594-024-00113-7
Garcés-Gómez, Y. A., Alzate, V. C., Rodríguez Ortiz, A. M., & Escobar, R. D. L. (2024). Teachers' self-perception of scientific competences: a gender approach. International Journal of Evaluation and Research in Education , 13(4), 2428–2439. https://doi.org/10.11591/ijere.v13i4.27724
Glüer-Pagin, K., & Spectre, L. (2024). Where is the Motivation in Motivated Numeracy? Review of Philosophy and Psychology, May. https://doi.org/10.1007/s13164-024-00737-w
Grassinger, R., Landberg, M., Määttä, S., Vasalampi, K., & Bieg, S. (2024). Interplay of intrinsic motivation and well-being at school. Motivation and Emotion, 48(2), 147–154. https://doi.org/10.1007/s11031-024-10057-2
Gunobgunob-Mirasol, R. (2019). Vocabulary size, reading motivation, reading attitudes and reading comprehension performance among Filipino college learners of English. International Journal of Evaluation and Research in Education, 8(1), 64–70. https://doi.org/10.11591/ijere.v8i1.15335
Guosheng, X., Xiaoyu, Z., & Baihui, Q. (2024). Students' learning motivation in English for specific purpose in Chinese universities. International Journal of Evaluation and Research in Education (IJERE), 13(5), 3402. https://doi.org/10.11591/ijere.v13i5.29421
Handayani, N., Aw, S., Zamroni, Imanita, M., Setiawan, J., & Fadli, M. R. (2024). Development of higher order thinking skill assessment instruments in social studies learning. International Journal of Evaluation and Research in Education , 13(2), 923–933. https://doi.org/10.11591/ijere.v13i2.26448
Hernawati, D., Amin, M., Irawati, M. H., Indriwati, S. E., & Omar, N. (2018). The effectiveness of scientific approach using encyclopedia as learning materials in improving students' science process skills in science. Jurnal Pendidikan IPA Indonesia, 7(3), 266–272. https://doi.org/10.15294/jpii.v7i3.14459
Hujjatusnaini, N., Corebima, A. D., Prawiro, S. R., & Gofur, A. (2022). the Effect of Blended Project-Based Learning Integrated With 21St-Century Skills on Pre-Service Biology Teachers' Higher-Order Thinking Skills. Jurnal Pendidikan IPA Indonesia, 11(1), 104–118. https://doi.org/10.15294/jpii.v11i1.27148
Iancu, M. (2014). Socio-cognitive Conflict in Learning Biology-challenge, Solving and Roles. Procedia - Social and Behavioral Sciences, 127, 68–72. https://doi.org/10.1016/j.sbspro.2014.03.214
Jumadi, J., Perdana, R., Riwayani, & Rosana, D. (2021). The impact of problem-based learning with argument mapping and online laboratory on scientific argumentation skill. International Journal of Evaluation and Research in Education, 10(1), 16–23. https://doi.org/10.11591/ijere.v10i1.20593
Kanphukiew, S., & Nuangchalerm, P. (2024). Enhancing Scientific Problem-Solving and Learning Achievement of Lower Secondary Students Through Active Learning. Jurnal Pendidikan IPA Indonesia, 13(1), 172–181. https://doi.org/10.15294/jpii.v13i1.47672
Kholifah, N., Kurdi, M. S., Nurtanto, M., Mutohhari, F., Fawaid, M., & Subramaniam, T. S. (2023). The role of teacher self-efficacy on the instructional quality in 21st century: A study on vocational teachers, Indonesia. International Journal of Evaluation and Research in Education, 12(2), 998–1006. https://doi.org/10.11591/ijere.v12i2.23949
Kholili, M. I., Dewantoro, A., Surur, N., & Hapsari, N. T. (2024). The 21st-century skills scales: many facet Rasch measurements. International Journal of Evaluation and Research in Education , 13(3), 1424–1433. https://doi.org/10.11591/ijere.v13i3.26651
Kurniawan, E., Mundilarto, & Istiyono, E. (2024). Improving student higher order thinking skills using Synectic-HOTS-oriented learning model. International Journal of Evaluation and Research in Education, 13(2), 1132–1140. https://doi.org/10.11591/ijere.v13i2.25002
Kurniawan, H., Budiyono, Sajidan, & Siswandari. (2021). The PINTER learning model to enhance higher order thinking and communication skill in Algebra. International Journal of Instruction, 14(3), 359–374. https://doi.org/10.29333/iji.2021.14321a
Kuswanto, & Anderson, I. (2021). Effect of service quality and motivation on the consumption behavior of students in the academic services. International Journal of Evaluation and Research in Education, 10(1), 86–96. https://doi.org/10.11591/ijere.v10i1.20794
Lai, C. Y., Cheung, K. Y., & Chan, C. S. (2023). Exploring the role of intrinsic motivation in ChatGPT adoption to support active learning: An extension of the technology acceptance model. Computers and Education: Artificial Intelligence, 5(July), 100178. https://doi.org/10.1016/j.caeai.2023.100178
Lee, H. Y., Chen, P. H., Wang, W. S., Huang, Y. M., & Wu, T. T. (2024). Empowering ChatGPT with guidance mechanism in blended learning: effect of self-regulated learning, higher-order thinking skills, and knowledge construction. International Journal of Educational Technology in Higher Education, 21(1). https://doi.org/10.1186/s41239-024-00447-4
Lo, K. W. K., Ngai, G., Chan, S. C. F., & Kwan, K. P. (2022). How Students' Motivation and Learning Experience Affect Their Service-Learning Outcomes: A Structural Equation Modeling Analysis. Frontiers in Psychology, 13(April), 1–12. https://doi.org/10.3389/fpsyg.2022.825902
Lockl, K., Attig, M., Nusser, L., & Wolter, I. (2021). Cognitive and Affective-Motivational Factors as Predictors of Students' Home Learning During the School Lockdown. Frontiers in Psychology, 12(December). https://doi.org/10.3389/fpsyg.2021.751120
Loyens, S. M. M., van Meerten, J. E., Schaap, L., & Wijnia, L. (2023). Situating Higher-Order, Critical, and Critical-Analytic Thinking in Problem- and Project-Based Learning Environments: A Systematic Review. In Educational Psychology Review (Vol. 35, Issue 2). Springer US. https://doi.org/10.1007/s10648-023-09757-x
Lu, K., Yang, H. H., Shi, Y., & Wang, X. (2021). Examining the key influencing factors on college students' higher-order thinking skills in the smart classroom environment. International Journal of Educational Technology in Higher Education, 18(1), 1–13. https://doi.org/10.1186/s41239-020-00238-7
Maharani, R., & Dasari, D. (2024). Numeracy Literacy Ability Viewed by Characteristics of Students' Way of Thinking. KnE Social Sciences, 2024, 633–641. https://doi.org/10.18502/kss.v9i13.15967
Malkoc, N., & Dal, S. (2021). The relationship between management styles and trainers' job motivation in the public institutions. International Journal of Evaluation and Research in Education, 10(1), 108–114. https://doi.org/10.11591/ijere.v10i1.20816
Manurung, N., Tarigan, M. R. M., & Saputra, R. (2023). The Influence of Rare Plants Exploration in Taman Eden 100 Lumban Julu on Students' Science Process Skills. Jurnal Pendidikan IPA Indonesia, 12(3), 355–365. https://doi.org/10.15294/jpii.v12i3.42696
Maryani, I., Prasetyo, Z. K., Wilujeng, I., & Purwanti, S. (2022). Promoting higher-order thinking skills during online learning: The integration of metacognition in science for higher education. International Journal of Evaluation and Research in Education, 11(4), 1980–1988. https://doi.org/10.11591/ijere.v11i4.23129
McGrew, K. S. (2022). The Cognitive-Affective-Motivation Model of Learning (CAMML): Standing on the Shoulders of Giants. Canadian Journal of School Psychology, 37(1), 117–134. https://doi.org/10.1177/08295735211054270
Mohamed, R., & Lebar, O. (2017). Authentic Assessment in Assessing Higher Order Thinking Skills. International Journal of Academic Research in Business and Social Sciences, 7(2), 466. https://doi.org/10.6007/IJARBSS/v7-i2/2021
Mundelsee, L., & Jurkowski, S. (2021). Think and pair before share: Effects of collaboration on students' in-class participation. Learning and Individual Differences, 88(May 2020), 102015. https://doi.org/10.1016/j.lindif.2021.102015
Näykki, P., Isohätälä, J., & Järvelä, S. (2021). "You really brought all your feelings out" – Scaffolding students to identify the socio-emotional and socio-cognitive challenges in collaborative learning. Learning, Culture and Social Interaction, 30(June). https://doi.org/10.1016/j.lcsi.2021.100536
Novita, L., Sukmanasa, E., Suhardi, E., & Suhendra. (2023). Optimizing and strengthening the productivity of lecturer's scientific work. International Journal of Evaluation and Research in Education, 12(3), 1336–1345. https://doi.org/10.11591/ijere.v12i3.25101
Nowlan, N., Arya, A., Qorbani, H. S., & Abdinejad, M. (2023). Higher-order thinking skills assessment in 3D virtual learning environments using motifs and expert data. Computers & Education: X Reality, 2(February), 100012. https://doi.org/10.1016/j.cexr.2023.100012
Ong, S. G. T., & Quek, G. C. L. (2023). Enhancing teacher–student interactions and student online engagement in an online learning environment. Learning Environments Research, 26(3), 681–707. https://doi.org/10.1007/s10984-022-09447-5
Otto, T., & Thies, B. (2024). Exploring the influence of instagram use on materialism and situational intrinsic learning motivation: An online experimental study. In Education and Information Technologies (Issue 0123456789). Springer US. https://doi.org/10.1007/s10639-024-12762-4
Prasetyono, H., Abdillah, A., Djuhartono, T., Ramdayana, I. P., & Desnaranti, L. (2021). Improvement of teacher's professional competency in strengthening learning methods to maximize curriculum implementation. International Journal of Evaluation and Research in Education, 10(2), 720–727. https://doi.org/10.11591/ijere.v10i2.21010
Rokhimawan, M. A., Yuliawati, F., Kamala, I., & Susilawati. (2022). Prospective Madrasah Teachers' Scientific Competencies Integrated With Scientific Literacy Through the Stem Approach. Jurnal Pendidikan IPA Indonesia, 11(1), 91–103. https://doi.org/10.15294/jpii.v11i1.32983
Rusli, N. S., Ibrahim, N. H., Hanri, C., & Surif, J. (2024). E-Module problem-based learning on chemical equilibria to improve students' higher-order thinking skills: an analysis. International Journal of Evaluation and Research in Education (IJERE), 13(1), 454. https://doi.org/10.11591/ijere.v13i1.25972
Sa-Ngiemjit, M., Vázquez-Alonso, Á., & Manassero Mas, M. A. (2024). Problem-solving skills of high school students in chemistry. International Journal of Evaluation and Research in Education , 13(3), 1825–1831. https://doi.org/10.11591/ijere.v13i3.27421
Samadi, F., Jafarigohar, M., Saeedi, M., Ganji, M., & Khodabandeh, F. (2024). Impact of flipped classroom on EFL learners' self- regulated learning and higher-order thinking skills during the Covid19 pandemic. Asian-Pacific Journal of Second and Foreign Language Education, 9(1). https://doi.org/10.1186/s40862-023-00246-w
Saputri, A. C., Sajidan, Rinanto, Y., Afandi, & Prasetyanti, N. M. (2019). Improving students' critical thinking skills in cell-metabolism learning using Stimulating Higher Order Thinking Skills model. International Journal of Instruction, 12(1), 327–342. https://doi.org/10.29333/iji.2019.12122a
Schaller, M. D., Gencheva, M., Gunther, M. R., & Weed, S. A. (2023). Training doctoral students in critical thinking and experimental design using problem-based learning. BMC Medical Education, 23(1), 1–12. https://doi.org/10.1186/s12909-023-04569-7
Setiawan, J., Sudrajat, A., Aman, & Kumalasari, D. (2021). Development of higher order thinking skill assessment instruments in learning Indonesian history. International Journal of Evaluation and Research in Education, 10(2), 545–552. https://doi.org/10.11591/ijere.v10i2.20796
Setiyani, Waluya, S. B., Sukestiyarno, Y. L., Cahyono, A. N., & Santi, D. P. D. (2024). Assessing numeracy skills on flat shapes and scaffolding forms in junior high school. International Journal of Evaluation and Research in Education , 13(1), 422–432. https://doi.org/10.11591/ijere.v13i1.25186
Shofiyah, N., Suprapto, N., Prahani, B. K., Jatmiko, B., Anggraeni, D. M., & Nisa’, K. (2024). Exploring undergraduate students' scientific reasoning in the force and motion concept. Cogent Education, 11(1). https://doi.org/10.1080/2331186X.2024.2365579
Suárez-Mesa, A. M., & Gómez, R. L. (2024). Does teachers' motivation have an impact on students' scientific literacy and motivation? An empirical study in Colombia with data from PISA 2015. Large-Scale Assessments in Education, 12(1), 1–28. https://doi.org/10.1186/s40536-023-00190-8
Subali, B., Kumaidi, Aminah, N. S., & Sumintono, B. (2019). Student achievement based on the use of scientific method in the natural science subject in elementary school. Jurnal Pendidikan IPA Indonesia, 8(1), 39–51. https://doi.org/10.15294/jpii.v8i1.16010
Supratman, Zubaidah, S., Tarigan, M. R. M., & Azis, S. (2023). Contribution of critical thinking, science process skills towards learning outcomes based on gender. International Journal of Evaluation and Research in Education, 12(4), 1985–1993. https://doi.org/10.11591/ijere.v12i4.24927
Syahmani, Hafizah, E., Sholahuddin, A., Sauqina, Prasetyo, Y. D., & Rahman, N. F. A. (2023). Metacognitive Conceptual Change (Mcc) Learning Model: Improving Students' Conceptual Change Through Metacognitive Skills, Motivation, and Scientific Knowledge. Jurnal Pendidikan IPA Indonesia, 12(3), 423–438. https://doi.org/10.15294/jpii.v12i3.45737
Syamsuddin, A., Nurjannah, S., & Kaddafi, H. (2023). Effectiveness of Hand-Out Based on a Scientific Approach in Improving the Numeracy Literacy Skill of Class V Elementary School Students. International Journal of Research and Review, 10(10), 28–36. https://doi.org/10.52403/ijrr.20231005
Tambunan, H., Sinaga, B., & Widada, W. (2021). Analysis of teacher performance to build student interest and motivation towards mathematics achievement. International Journal of Evaluation and Research in Education, 10(1), 42–47. https://doi.org/10.11591/ijere.v10i1.20711
Tanti, Maison, Syefrinando, B., Daryanto, M., & Salma, H. (2020). Students' self-regulation and motivation in learning science. International Journal of Evaluation and Research in Education, 9(4), 865–873. https://doi.org/10.11591/ijere.v9i4.20657
Termaat, A. (2024). How disciplinary detail obscures the metacognitive potential of curriculums. Curriculum Perspectives, 0123456789. https://doi.org/10.1007/s41297-024-00257-8
Thoyib, M., Subandi, Mispani, Maba, A. P., Suhono, & Fitria, M. (2024). Teacher's management skills, well-being, religiosity, and academic motivation in Islamic education. International Journal of Evaluation and Research in Education , 13(3), 1583–1590. https://doi.org/10.11591/ijere.v13i3.26894
Trigueros, R., Padilla, A., Aguilar-Parra, J. M., Lirola, M. J., García-Luengo, A. V., Rocamora-Pérez, P., & López-Liria, R. (2020). The influence of teachers on motivation and academic stress and their effect on the learning strategies of university students. International Journal of Environmental Research and Public Health, 17(23), 1–11. https://doi.org/10.3390/ijerph17239089
Triwahyuningtyas, D., & Sesanti, N. R. (2023). Metacognition analysis of five grade students in elementary school on numbers. International Journal of Evaluation and Research in Education, 12(1), 327–336. https://doi.org/10.11591/ijere.v12i1.23233
Valladares, L. (2021). Scientific Literacy and Social Transformation: Critical Perspectives About Science Participation and Emancipation. In Science and Education (Vol. 30, Issue 3). Springer Netherlands. https://doi.org/10.1007/s11191-021-00205-2
Vo, T. T. D., Tuliao, K. V., & Chen, C. W. (2022). Work Motivation: The Roles of Individual Needs and Social Conditions. Behavioral Sciences, 12(2). https://doi.org/10.3390/bs12020049
Walter, Y. (2024). Embracing the future of Artificial Intelligence in the classroom: the relevance of AI literacy, prompt engineering, and critical thinking in modern education. International Journal of Educational Technology in Higher Education, 21(1). https://doi.org/10.1186/s41239-024-00448-3
Wei, X., Saab, N., & Admiraal, W. (2021). Assessment of cognitive, behavioral, and affective learning outcomes in massive open online courses: A systematic literature review. Computers and Education, 163(October 2020), 104097. https://doi.org/10.1016/j.compedu.2020.104097
Wisanti, Indah, N. K., & Putri, E. K. (2024). Scientific digital poster assignments: strengthen concepts, train creativity, and communication skills. International Journal of Evaluation and Research in Education , 13(2), 1035–1044. https://doi.org/10.11591/ijere.v13i2.25909
Yáñez de Aldecoa, C., & Gómez-Trigueros, I. M. (2022). Challenges with Complex Situations in the Teaching and Learning of Social Sciences in Initial Teacher Education. Social Sciences, 11(7). https://doi.org/10.3390/socsci11070295
Yanti, F. A., & Anas Thohir, M. (2024). Higher order thinking skills in science learning: a systematic review from 2014-2023. International Journal of Evaluation and Research in Education , 13(4), 2419–2427. https://doi.org/10.11591/ijere.v13i4.28082
Yerimadesi, Y., Warlinda, Y. A., Rosanna, D. L., Sakinah, M., Putri, E. J., Guspatni, G., & Andromeda, A. (2023). Guided Discovery Learning-Based Chemistry E-Module and Its Effect on Students' Higher-Order Thinking Skills. Jurnal Pendidikan IPA Indonesia, 12(1), 168–177. https://doi.org/10.15294/jpii.v12i1.42130
Zulherman, Diana, P., Salsabila, I., Putri, E. A., Ashari, H. M., & Ningsih, M. (2023). The Influence of Motivation and Habit on Acceptance of Elementary School Students Using the Google Classroom Platform. International Journal of Evaluation and Research in Education (IJERE), 12(3), 1–1. https://doi.org/10.11591/ijere.v12i3.25261

