Effects of Learning Log on the Statistics Performance of College Students

Authors

  • Cainne Dorothy F. Lines University of the Philippines-Cebu, Cebu City, Philippines | Bulangsuran Integrated School, Bulangsuran, Cebu, Philippines

DOI:

https://doi.org/10.69569/jip.2024.0420

Keywords:

Experimental study, Formative assessment, Learning logs, Performance improvement, Statistics.

Abstract

This experimental study evaluated the effects of learning logs as a formative assessment of the performance of the statistics. The study addressed the gap in research on effective formative assessments in statistical education. This was made through a pretest-post-test comparison of the performance before and after the intervention. The study took place in the College of Teacher Education in one of the state universities in Cebu. The findings showed that the pretest performance of the experimental group, which was subjected to a learning log, and the control group, which was subjected to conventional formative assessment, were Below Passing and did not meet the passing percentage set by the university. In the post- test, the students in the control group showed Below Passing while the students in the experimental group performed Above Passing. Statistical analysis revealed a significant improvement in the mean scores for both groups, with the experimental group showing a greater mean gain. According to the findings, learning logs helped students perform better in Statistics. These findings suggest that learning logs can enhance students' performance in Statistics. Further research is recommended to explore this intervention in greater depth over a longer period.

Downloads

Download data is not yet available.

References

Agustan, S., Juniati, D., & Siswono, T. Y. E. (2017). Reflective Thinking in Solving an Algebra Problem: A Case Study of Field Independent-prospective Teacher. Journal of Physics: Conference Series, 893(1). https://doi.org/10.1088/1742-6596/893/1/012002

Bransford, J. D., Brown, A. L., & Cocking, R. R. (2000). How People Learn: Brain, Mind, Experience, and School (Expanded ed.). Washington, DC: National Academy Press Brau, B. (2021). Constructivism - The Students' Guide to Learning Design and Research. Retrieved from https://tinyurl.com/yfwrbzp7

Brown, S. A. (1995). The Mathematics Learning Log and its Effects on Mathematics Achievement, Anxiety, and Communication (Thesis). Montana State University

Carless, D., Salter, D., Yang, M., & Joy, L. (2011). Developing Sustainable Feedback Practices. Studies in Higher Education. 36(4), 395–407. https://doi.org/10.1080/03075071003642449 Chen, Z., Jiao, J., & Hu, K. (2021). Formative Assessment as an Online Instruction Intervention: Student Engagement, Outcomes, and Perceptions. International Journal of Distance

Education Technologies, 19(1), 50–65. https://doi.org/10.4018/IJDET.20210101.oa1

Duit, R., & Treagust, D. F. (2010). Conceptual change: A powerful Framework for Improving Science Teaching and Learning. International Journal of Science Education, 25(6), 671-688. https://doi.org/10.1080/09500690305016

Gikandi, J. W., Morrow, D., & Davis, N. E. (2011). Online Formative Assessment in Higher Education: A Review of the Literature. Computers and Education, 57(4), 2333–2351. https://doi.org/10.1016/j.compedu.2011.06.004

Gizem Karaoğlan-Yilmaz, F., Üstün, A. B., & Yilmaz, R. (2020). Investigation of Pre-Service Teachers’ Opinions on Advantages and Disadvantages of Online Formative Assessment: An

Example of Online Multiple-Choice Exam. Journal of Teacher Education & Lifelong Learning, 2(1), 10–19. https://eric.ed.gov/?id=ED605727

Gökbulut, Y., & Eren, Z. (2018). An Application of Learning Logs for Measuring Mathematics Course Lengths in Primary Education. Universal Journal of Educational Research, 6(5), 836– 843. https://doi.org/10.13189/ujer.2018.060504

Hattie J. (2009). Visible learning: A Synthesis of over 800 Meta-analyses Relating to Achievement. New York, NY: Routledge. https://doi.org/10.4324/9780203887332 Joaquin, J. J. B., Biana, H. T., & Dacela, M. A. (2020). The Philippine Higher Education Sector in the Time of COVID-19. Frontiers in Education, 5.

https://doi.org/10.3389/feduc.2020.576371

Kholid, M., Sa'dijah, C., Hidayanto, E., & Permadi, H. (2020). How are Students’ Reflective Thinking for Problem Solving? Journal for the Education of Gifted Young Scientists, 8(3), 1135- 1146. https://doi.org/10.17478/jegys.688210

Kyaruzi, F., Strijbos, J. W., Ufer, S., & Brown, G. T. (2019). Students’ Formative Assessment Perceptions, Feedback Use and Mathematics Performance in Secondary Schools in Tanzania.

Assessment in Education: Principles, Policy & Practice, 26(3), 278-302. https://doi.org/10.1080/0969594X.2019.1593103

Langoban, M. (2020). What Makes Mathematics Difficult as a Subject for Most Students in Higher Education? Retrieved from https://tinyurl.com/muztf2fa

Litzler, M. F., & Bakieva Karimova, M. (2017). Learning Logs in Foreign Language Study: Student Views on their usefulness for learner autonomy. Didáctica (lengua y literatura), 29, 65-80. https://producciocientifica.uv.es/documentos/63c9ee3c9bb1c6154be5c8ff

Mamolo, L. A. (2022). Online learning and students’ mathematics motivation, self-efficacy, and anxiety in the “new normal.” Education Research International, 2022, 1–10. https://doi.org/10.1155/2022/9439634

Norton, L., Norton, B., & Shannon, L. (2013). Revitalising Assessment Design: What is holding new lecturers back? Higher Education, 66(2), 233–251. https://doi.org/10.1007/s10734-012- 9601-9

Ogange, B. O., Agak, J., Okelo, K. O., & Kiprotich, P. (2018). Student Perceptions of the Effectiveness of Formative Assessment in an Online Learning Environment. Open Praxis, 10(1), 29. https://doi.org/10.5944/openpraxis.10.1.705

Rakoczy, K., Pinger, P., Hochweber, J., Klieme, E., Schütze, B., & Besser, M. (2019). Formative assessment in mathematics: Mediated by Feedback's Perceived Usefulness and Students' Self- efficacy. Learning and Instruction, 60, 154-165. https://doi.org/10.1016/j.learninstruc.2018.01.004

Rawlusyk, P. E. (2018). Assessment in higher education and student learning. Journal of Instructional Pedagogies, 21. https://eric.ed.gov/?id=EJ1194243

Satjatam, P., Sarintip, R., & Teerachai, N. (2016). Developing Reflective Thinking Instructional Model for Enhancing Students Desirable Learning Outcomes. Educational Research and Reviews, 11(6), 238–251. https://doi.org/10.5897/err2015.2380

Şenel, S., & Şenel, H. C. (2021). Remote Assessment in Higher Education during COVID-19 Pandemic. International Journal of Assessment Tools in Education, 181–199. https://doi.org/10.21449/ijate.820140

Shepard, L. A. (2019). Classroom Assessment to Support Teaching and Learning. Annals of the American Academy of Political and Social Science, 683(1), 183–200. https://doi.org/10.1177/0002716219843818

Slezak, C., Underwood, J., & Moreno, J. (2019). Learning Logs and the Efficacy of Autonomous Reflecting. Educational Research for Policy and Practice, 18(2), 167–180. https://doi.org/10.1007/s10671-018-9238-2

Toquero, C. M. (2020). Challenges and Opportunities for Higher Education Amid the COVID-19 pandemic: The Philippine context. Pedagogical Research, 5(4). https://doi.org/10.29333/pr/7947

Upton, J. Z. & Mina, H. (2022) The Self-Learning Log: A Tool for Aiding Learners’ Autonomy, Confidence, and Motivation.

Vonderwell, S. K., & Boboc, M. (2013). Promoting Formative Assessment in Online Teaching and Learning. TechTrends, 57(4), 22-27. http://dx.doi.org/10.1007/s11528-013-0673-x

Downloads

Published

2025-01-12

How to Cite

Lines, C. D. (2025). Effects of Learning Log on the Statistics Performance of College Students. Journal of Interdisciplinary Perspectives, 3(2), 154–159. https://doi.org/10.69569/jip.2024.0420