The Relationship Between Blended Learning Experience and Students' Problem-Solving Skills: A Quantitative Correlational Study

[1] F. Ihsan, “Society 5.0: Opportunities and career preparation of student vocational high school,” in International Conference on Humanity Education and Society (ICHES), 2024. Accessed: Apr. 15, 2026. [Online]. Available: https://proceedingsiches.com/index.php/ojs/article/view/178

[2] L. Wang, J. Sitthiworachart, and J. Morris, “Technology‑supported Blended Problem-based Learning Model for Problem-Solving and Autonomous Learning,” Kuey, 2024, doi: https://doi.org/10.53555/kuey.v30i6.6228.

[3] D. Kurniawan, S. Masitoh, B. S. Bachri, T. Wahyuningsih, W. G. Mulawarman, and A. Vebibina, “Evaluation of Digital Project Based Blended Learning Model to Improve Students’ Critical Thinking and Problem Solving Skills,” JoE, vol. 3, no. 8, Nov. 2024, doi: https://doi.org/10.62754/joe.v3i8.4847

[4] Y. Zhou and C. Zhang, “Swiss vocational education and training in the digital age: Current state, challenges, and prospects,” Vocation, Technology & Education, vol. 2, no. 4, 2025, Accessed: Apr. 15, 2026. [Online]. Available: https://www.hksmp.com/journals/vte/article/view/1092

[5] M. A. Mohammad Hussain et al., “Effect of an Inquiry-Based Blended Learning Module on Electronics Technology Students’ Academic Achievement,” JTET, vol. 15, no. 2, Jun. 2023, doi: https://doi.org/10.30880/jtet.2023.15.02.003

[6] K. Suma, N. M. Pujani, and N. P. M. Yunithasari, “Blended Learning for Developing Problem-solving Skill, Learning Motivation, and Student Engagement in Mathematical Physics II Course During the COVID-19 Pandemic,” KSS, pp. 46–59, Jun. 2022, doi: https://doi.org/10.18502/kss.v7i10.11208

[7] A. Bingölbali, A. Aslan, V. Batdi, and E. Cinkara, “Mixed-meta Method Concerning the Effect of Blended Learning Practices on Students’ Academic Achievement in Higher Education Settings,” Sage Open, vol. 15, no. 2, p. 21582440251336646, Apr. 2025, doi: https://doi.org/10.1177/21582440251336646

[8] Q. Yu, K. Yu, B. Li, and Q. Wang, “Effectiveness of blended learning on students’ learning performance: a meta-analysis,” Journal of Research on Technology in Education, vol. 57, no. 3, pp. 499–520, May 2025, doi: https://doi.org/10.1080/15391523.2023.2264984.

[9] R. Watrianthos, R. Hasibuan, D. Rimbano, N. Jalinus, and R. Abdullah, "Effectiveness Blended Learning During Pandemic in Indonesia: A Meta-Analysis," Jurnal Pendidikan MIPA, vol. 22, no. 2, pp. 270-278, 2021, doi: https://doi.org10.23960/jpmipa/v22i2.pp270-278

[10] H. Lusa, A. Adnan, and Y. Yurniawati. "Effect of Blended Learning on Students' Learning Outcomes: A Meta-Analysis," Jurnal Pendidikan Progresif, vol. 11, no. 2, pp. 309–325, 2021, doi: https://doi.org/10.23960/jpp.v11.i2.202113

[11] I. K. Darma et al., “Effect Size Digital Mathematics Textbook in Blended Learning Assisted by Schoology Improves Mathematical Problem Solving Ability for Polytechnic Students,” SOSHUM, vol. 13, no. 1, pp. 101–108, May 2023, doi: https://doi.org/10.31940/soshum.v13i1.101-108

[12] E. Wong, T. Kwong, and C.-F. Chan, “Blended Learning Approach to Enhance Reflective Higher Order Cognitive Thinking Skills in Students,” in Creative and Collaborative Learning through Immersion, A. Hui and C. Wagner, Eds., in Creativity in the Twenty First Century. , Cham: Springer International Publishing, 2021, pp. 121–132. doi: https://doi.org/10.1007/978-3-030-72216-6_8

[13] H. Chen and J. Huang, “PBL-Based Vocational Education Blended Learning Activity Design Research,” erd, vol. 6, no. 1, pp. 88–95, Feb. 2024, doi: https://doi.org/10.26689/erd.v6i1.6278

[14] R. T. P. Sari and K. Kriswandani, “PENGARUH BLENDED LEARNING TERHADAP KEMAMPUAN PEMECAHAN MASALAH SISWA SMK DIPONEGORO SALATIGA,” SCI TECH ED MATH, vol. 5, no. 2, pp. 1246–1252, Aug. 2024, doi: https://doi.org/10.46306/lb.v5i2.711

[15] J. Wuxue, "The Influence of Optimized Blended Learning Mode on Learning Effectiveness for Higher Vocational College Students: A Quasi-Experimental Study in Higher Vocational College," The Turkish Online Journal of Educational Technology, vol. 22, no. 2, pp. 121–130, 2023. Available: http://www.tojet.net/volumes/v22i2.pdf

[16] D. Fitria, A. Asrizal, M. Dhanil, and L. Lufri, "Impact of Blended Problem-Based Learning on Students' 21st Century Skills on Science Learning: A Meta-Analysis," International Journal of Education in Mathematics, Science and Technology, vol. 12, no. 4, pp. 1032–1052, 2024, doi: https://doi.org/10.46328/IJEMST.4080

[17] S. Salsabila and E. C. M. Asih, "The Effect of Problem-Based Learning Models on Students' Mathematical Problem-Solving Ability: A Meta-Analysis," Jurnal Pendidikan MIPA, vol. 25, no. 2, pp. 864–877, 2024, doi: https://doi.org/10.23960/jpmipa/v25i2.pp864-877

[18] J. W. Creswell and J. D. Creswell, Research Design: Qualitative, Quantitative, and Mixed Methods Approaches, 5th ed. Thousand Oaks, CA, USA: SAGE Publications, 2018. ISBN: 9781506386768. https://www.ucg.ac.me/skladiste/blog_609332/objava_105202/fajlovi/Creswell.pdf

[19] L. Cohen, L. Manion, and K. Morrison, Research methods in education. routledge, 2002. Accessed: Apr. 06, 2026. [Online]. Available: https://api.taylorfrancis.com/content/books/mono/download?identifierName=doi&identifierValue=10.4324/9780203224342&type=googlepdf

[20] L. Putri, Muhammad Rizki Rezani, and Dina Hermina, “CORRELATIONAL RESEARCH DESIGN,” JURMIE, vol. 2, no. 6, pp. 306–317, Jun. 2025, doi: https://doi.org/10.71282/jurmie.v2i6.456

[21] N. Walliman, Research methods: The basics. Routledge, 2021. Accessed: Apr. 06, 2026. [Online]. Available: https://www.taylorfrancis.com/books/mono/10.4324/9781003141693/research-methods-nicholas-walliman-nicholas-walliman

[22] S. H. Sahir, Metodologi penelitian. Penerbit KBM Indonesia, 2021. Accessed: Apr. 06, 2026. [Online]. Available: https://books.google.com/books?hl=id&lr=&id=PinKEAAAQBAJ&oi=fnd&pg=PT4&dq=metodologi+penelitian&ots=ODSX3klU7H&sig=amsTJuvofMG87zthtoEYe176HKQ

[23] C. R. Graham, W. Woodfield, and J. B. Harrison, “A framework for institutional adoption and implementation of blended learning in higher education,” The Internet and Higher Education, vol. 18, pp. 4–14, Jul. 2013, doi: https://doi.org/10.1016/j.iheduc.2012.09.003

[24] D. N. Mawardi and C. A. Budiningsih, “Blended Learning Effect on Mathematical Skills: A Meta-Analysis Study.,” Ingénierie des Systèmes d’Information, vol. 28, no. 1, 2023, Accessed: Apr. 15, 2026. [Online]. Available: https://search.ebscohost.com/login.aspx?direct=true&profile=ehost&scope=site&authtype=crawler&jrnl=16331311&AN=162613458&h=6hvCjX2Oygnl2F%2BQOmfFM5C82Hr3u0dbTGWDA%2Ft4v8MtLyZzeJPL3o%2F52531xvYOsSsy8Ob8GhGi6V9SJFXmAg%3D%3D&crl=c

[25] I. K. Swarjana and M. P. H. Skm, Populasi-sampel, teknik sampling & bias dalam penelitian. Penerbit Andi, 2022. Accessed: Apr. 06, 2026. [Online]. Available: https://books.google.com/books?hl=id&lr=&id=87J3EAAAQBAJ&oi=fnd&pg=PA33&dq=buku+sampling&ots=LOKEv50NGr&sig=Vxs3__DLa0T9x7hUOM4ZcRL7CN8

[26] B. Sumargo, Teknik sampling. Unj press, 2020. Accessed: Apr. 06, 2026. [Online]. Available: https://books.google.com/books?hl=id&lr=&id=FuUKEAAAQBAJ&oi=fnd&pg=PA1&dq=buku+sampling&ots=nz_j5M2yhO&sig=hLGP04X8GWzl863hjccvTvjnNm4

[27] H. Taherdoost, “Sampling Methods in Research Methodology; How to Choose a Sampling Technique for Research,” SSRN Journal, 2016, doi: https://doi.org/10.2139/ssrn.3205035

[28] D. P. Turner, “Sampling Methods in Research Design,” Headache, vol. 60, no. 1, pp. 8–12, Jan. 2020, doi: https://doi.org/10.1111/head.13707

[29] X. Wang, “Use of proper sampling techniques to research studies,” ACE, vol. 57, no. 1, pp. 141–145, Apr. 2024, doi: https://doi.org/10.54254/2755-2721/57/20241324

[30] I. Etikan, “Comparison of Convenience Sampling and Purposive Sampling,” AJTAS, vol. 5, no. 1, p. 1, 2016, doi: https://doi.org/10.11648/j.ajtas.20160501.11

[31] P. Bhardwaj, “Types of sampling in research,” J Pract Cardiovasc Sci, vol. 5, no. 3, p. 157, 2019, doi: https://doi.org/10.4103/jpcs.jpcs_62_19

[32] Rokeman NRM, “Likert Measurement Scale in Education and Social Sciences: Explored and Explained,” EJoSS, no. 10, pp. 77–88, Apr. 2024, doi: https://doi.org/10.37134/ejoss.vol10.1.7.2024

[33] T. A. Malapane and N. K. Ndlovu, “Assessing the Reliability of Likert Scale Statements in an E-Commerce Quantitative Study: A Cronbach Alpha Analysis Using SPSS Statistics,” in 2024 Systems and Information Engineering Design Symposium (SIEDS), Charlottesville, VA, USA: IEEE, May 2024, pp. 90–95. doi: https://doi.org/10.1109/SIEDS61124.2024.10534753

[34] D. F. Polit and C. T. Beck, “The content validity index: Are you sure you know what’s being reported? critique and recommendations,” Res. Nurs. Health, vol. 29, no. 5, pp. 489–497, Oct. 2006, doi: https://doi.org/10.1002/nur.20147

[35] R. B. Kline, “Book Review: Psychometric theory (3rd ed.),” Journal of Psychoeducational Assessment, vol. 17, no. 3, pp. 275–280, Sep. 1999, doi: https://doi.org/10.1177/073428299901700307

[36] F. D. P. Anggraini, A. Aprianti, V. A. V. Setyawati, and A. A. Hartanto, “Pembelajaran Statistika Menggunakan Software SPSS untuk Uji Validitas dan Reliabilitas,” basicedu, vol. 6, no. 4, pp. 6491–6504, May 2022, doi: https://doi.org/10.31004/basicedu.v6i4.3206

[37] M.-T. Puth, M. Neuhäuser, and G. D. Ruxton, “Effective use of Pearson’s product–moment correlation coefficient,” Animal Behaviour, vol. 93, pp. 183–189, Jul. 2014, doi: https://doi.org/10.1016/j.anbehav.2014.05.003

[38] P. Schober, C. Boer, and L. A. Schwarte, “Correlation Coefficients: Appropriate Use and Interpretation,” Anesthesia & Analgesia, vol. 126, no. 5, pp. 1763–1768, May 2018, doi: https://doi.org/10.1213/ANE.0000000000002864

[39] J. Cohen, Statistical power analysis for the behavioral sciences. routledge, 2013. Accessed: Apr. 13, 2026. [Online]. Available: https://api.taylorfrancis.com/content/books/mono/download?identifierName=doi&identifierValue=10.4324/9780203771587&type=googlepdf

[40] I. Kusmaryono, D. Wijayanti, and H. R. Maharani, "Number of Response Options, Reliability, Validity, and Potential Bias in the Use of the Likert Scale Education and Social Science Research: A Literature Review," International Journal of Educational Methodology, vol. 8, no. 4, pp. 625–637, 2022, doi: https://doi.org/10.12973/ijem.8.4.625

[41] H. Maksum, W. Wagino, W. Purwanto, M. Muslim, R. Putra, and R. D. Koto, “Quantifying the Impact of Problem-Based Learning Enhanced by E-Learning: An Advanced Statistical and Effect Size Approach in Vocational Studies,” TEM Journal, pp. 2744–2754, Aug. 2025, doi: https://doi.org/10.18421/TEM143-75