Development of Financial Literacy-Integrated Problem-Based Learning Worksheets for Enhancing Students’ Mathematical Problem-Solving Skills

Authors

  • Afifa Thurifqoh Universitas Lampung, Indonesia
  • Sri Hastuti Noer Universitas Lampung, Indonesia
  • Agung Putra Wijaya Universitas Lampung, Indonesia

DOI:

https://doi.org/10.33394/jk.v12i3.22267

Keywords:

Financial Literacy, Mathematical Problem-Solving, Problem-Based Learning, Student Worksheets

Abstract

This study aims to develop and evaluate financial literacy-integrated Problem-Based Learning (PBL) worksheets to foster students’ mathematical problem-solving skills. The product was developed using the ADDIE framework within a Research and Development (R&D) method, encompassing the stages of analysis, design, development, implementation, and evaluation. The field trial involved 61 eleventh-grade students, comprising 31 students in the experimental group and 30 in the control group, selected through cluster random sampling using a pretest–posttest control group design. Data were collected through expert validation, practicality questionnaires, and mathematical problem-solving tests. The data were analyzed using Aiken’s V to quantify expert judgments, item validity and reliability analyses to evaluate the mathematical problem-solving test, percentage analysis to assess practicality, normalized gain (N-gain) to measure improvements in mathematical problem-solving skills, and an independent-samples t-test to examine differences in improvement between the experimental and control groups. Expert judgments yielded Aiken’s V coefficients ranging from 0.84 to 0.93, indicating strong agreement among the experts regarding the relevance of the assessed components. The mathematical problem-solving test demonstrated acceptable item validity and good internal consistency, with a Cronbach’s alpha coefficient of 0.853. The developed worksheets demonstrated a high level of practicality, based on teacher and student response rates of 89% and 87.6%, respectively. The experimental group achieved a higher mean N-gain score (0.625) than the control group (0.516), with a statistically significant difference in improvement (one-tailed p = 0.011). These findings indicate that the developed financial literacy-integrated PBL worksheets meet established quality criteria, support classroom implementation, and foster students’ mathematical problem-solving skills through authentic financial contexts.

References

Agustinsa, R., Anjasari, V., & Yensy, N. A. (2023). The effect of Problem-Based Learning models using contextual worksheets on middle school students’ mathematical problem-solving ability. Edumatica: Jurnal Pendidikan Matematika, 13(1), 48–56. https://doi.org/10.22437/edumatica.v13i01.24387

Aiken, L. R. (1980). Content validity and reliability of single items or questionnaires. Educational and Psychological Measurement, 40(4), 955–959. https://doi.org/10.1177/001316448004000419

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

Anazifa, R. D., & Djukri. (2017). Project-based learning and problem-based learning: Are they effective to improve students’ thinking skills? Jurnal Pendidikan IPA Indonesia, 6(2), 346–355. https://doi.org/10.15294/jpii.v6i2.11100

Bay, R. L., Kurniati, N., Lu’luilmaknun, U., & Azmi, S. (2024). Efektivitas model Problem Based Learning (PBL) berbantuan lembar kerja peserta didik interaktif untuk meningkatkan kemampuan pemecahan masalah matematika siswa kelas VII SMPN 23 Mataram tahun ajaran 2023/2024. Pendas: Jurnal Ilmiah Pendidikan Dasar, 9(2). https://doi.org/10.23969/jp.v9i2.13997

Branch, R. M. (2009). Instructional design: The ADDIE approach. Springer.

Chrisdiyanto, E., & Hamdi, S. (2023). Efektivitas Problem Based Learning dan Problem Solving terhadap kemampuan berpikir kritis dan kemandirian belajar matematika. Jurnal Riset Pendidikan Matematika, 10(2), 165–174. https://doi.org/10.21831/jrpm.v10i2.65754

Foley, G. D., Budhathoki, D., Thapa, A. B., & Aryal, H. P. (2023). Instructor perspectives on quantitative reasoning for critical citizenship. ZDM–Mathematics Education, 55, 1009–1020. https://doi.org/10.1007/s11858-023-01520-4

Hasanah, A., Marasabessy, R., & Samsudin. (2025). Improving middle school students’ mathematical literacy through problem-based learning: Considering early mathematical abilities. Indonesian Journal of Science and Mathematics Education, 9(1). https://doi.org/10.24042/ijsme.v9i1.23541

Hastings, J. S., Madrian, B. C., & Skimmyhorn, W. L. (2013). Financial literacy, financial education, and economic outcomes. Annual Review of Economics, 5, 347–373. https://doi.org/10.1146/annurev-economics-082312-125807

Hmelo-Silver, C. E. (2004). Problem-based learning: What and how do students learn? Educational Psychology Review, 16(3), 235–266. https://doi.org/10.1023/B:EDPR.0000034022.16470.f3

Kaiser, T., & Menkhoff, L. (2020). Financial education in schools: A meta-analysis of experimental studies. Economics of Education Review, 78, 101930. https://doi.org/10.1016/j.econedurev.2019.101930

Lidiana, V., & Sukestiyarno, Y. L. (2023). Development of entrepreneurship-based mathematical e-module and its learning with Problem-Based Learning to improve students’ mathematical problem-solving ability. Unnes Journal of Mathematics Education, 12(1), 93–102. https://doi.org/10.15294/ujme.v12i1.62911

Lührmann, M., Serra-Garcia, M., & Winter, J. (2018). The impact of financial education on adolescents’ intertemporal choices. American Economic Journal: Economic Policy, 10(3), 309–332. https://doi.org/10.1257/pol.20170012

Lusardi, A., & Mitchell, O. S. (2014). The economic importance of financial literacy: Theory and evidence. Journal of Economic Literature, 52(1), 5–44. https://doi.org/10.1257/jel.52.1.5

Lusardi, A., & Mitchell, O. S. (2023). The importance of financial literacy: Opening a new field. Journal of Economic Perspectives, 37(4), 137–154. https://doi.org/10.1257/jep.37.4.137

Mitrayana, M., & Juandi, D. (2023). A systematic literature review of problem-based learning in mathematics education. Journal on Mathematics Education, 14(2), 315–336. https://doi.org/10.22342/jme.v14i2.22809

Organisation for Economic Co-operation and Development. (2023). PISA 2022 assessment and analytical framework. OECD Publishing. https://doi.org/10.1787/dfe0bf9c-en

Organisation for Economic Co-operation and Development. (2024). PISA 2022 results (Volume IV): How financially smart are students? OECD Publishing. https://doi.org/10.1787/5a849c2a-en

Pólya, G. (1973). How to solve it: A new aspect of mathematical method (2nd ed.). Princeton University Press.

Sagita, L., Putri, R. I. I., Zulkardi, & Prahmana, R. C. I. (2022). Promising research studies between mathematics literacy and financial literacy through project-based learning. Journal on Mathematics Education, 13(4), 753–772. https://doi.org/10.22342/jme.v13i4.19057

Salsabila, S., & Asih, E. C. M. (2024). The effect of Problem-Based Learning models on students’ mathematical problem-solving ability: A meta-analysis. Jurnal Pendidikan MIPA, 25(2), 864–877. https://doi.org/10.23960/jpmipa/v25i2.pp864-877

Sawatzki, C., & Sullivan, P. (2018). Shopping for shoes: Teaching students to apply and interpret mathematics in the real world. International Journal of Science and Mathematics Education, 16(7), 1355–1373. https://doi.org/10.1007/s10763-017-9833-3

Shapiro, S. S., & Wilk, M. B. (1965). An analysis of variance test for normality (complete samples). Biometrika, 52(3–4), 591–611. https://doi.org/10.1093/biomet/52.3-4.591

Siagian, Q., Darhim, D., Juandi, D., & Khairunnisa. (2023). The effect of Problem-Based Learning on improving students’ mathematical ability: Meta-analysis. Jurnal Cendekia: Jurnal Pendidikan Matematika, 7(3), 2252–2264. https://doi.org/10.31004/cendekia.v7i3.2166

Suparman, S., & Juandi, D. (2022). Upgrading mathematical problem-solving abilities through problem-based learning: A meta-analysis study in some countries. AIP Conference Proceedings, 2575, 080017. https://doi.org/10.1063/5.0107757

Wahyuni, T., Syutaridho, S., & Efriani, A. (2023). The effect of implementing the Problem-Based Learning model on students’ problem-solving abilities in middle school. Edumatica: Jurnal Pendidikan Matematika, 13(3), 247–257. https://doi.org/10.22437/edumatica.v13i03.28953

Wangsa, A., Retnawati, H., Wijaya, A., Iman, A. N., & Umasugi, S. M. (2023). Financial literacy ability in solving mathematical problems: Case study of Bugisnese gender differences. Jurnal Kependidikan, 9(1), 296–304. https://doi.org/10.33394/jk.v9i1.7191

Yew, E. H. J., & Goh, K. (2016). Problem-based learning: An overview of its process and impact on learning. Health Professions Education, 2(2), 75–79. https://doi.org/10.1016/j.hpe.2016.01.004

Zaimovic, A., Torlakovic, A., Arnaut-Berilo, A., Zaimovic, T., Dedovic, L., & Nuhic Meskovic, M. (2023). Mapping financial literacy: A systematic literature review of determinants and recent trends. Sustainability, 15(12), Article 9358. https://doi.org/10.3390/su15129358

Published

2026-09-04

How to Cite

Thurifqoh, A., Sri Hastuti Noer, & Agung Putra Wijaya. (2026). Development of Financial Literacy-Integrated Problem-Based Learning Worksheets for Enhancing Students’ Mathematical Problem-Solving Skills. Jurnal Kependidikan : Jurnal Hasil Penelitian Dan Kajian Kepustakaan Di Bidang Pendidikan, Pengajaran, Dan Pembelajaran, 12(3). https://doi.org/10.33394/jk.v12i3.22267

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