Active pedagogical strategies: a project-based approach for teaching statistics in higher education
DOI:
https://doi.org/10.51798/sijis.v5i4.677Keywords:
Statistics education, innovative pedagogy, active learning, pedagogical strategy, analytical skills, educational innovationAbstract
Introduction: This study aimed to evaluate the effectiveness of the research project method as a pedagogical strategy for teaching descriptive statistics to students at the Faculty of Education and Humanities, a public university in Peru. The research focused on comparing the learning outcomes of an experimental group using this method with a control group employing traditional teaching methods. Methods: A quasi-experimental design was used, involving pre- and post-tests to assess the learning levels of students in various dimensions of descriptive statistics, including collection, tabulation, processing, presentation, and analysis. The sample consisted of second-cycle students from the faculty, divided into experimental and control groups. Results: The results revealed significant improvements in the experimental group, with 67% of students achieving an excellent learning level, compared to 73% of the control group reaching only a regular level. A t-value of 17.09 confirmed the statistical significance of the difference in performance. The experimental group demonstrated enhanced proficiency in data collection, processing, presentation, and analysis, particularly in the presentation dimension, where scores increased from 1.87 to 3.68 points. Conclusion: The findings indicate that the research project method significantly enhances the learning of descriptive statistics, fostering critical analytical skills essential for academic and professional success. The study suggests the method’s potential for broader application across disciplines and educational contexts, recommending further research on its long-term effectiveness and its impact on student motivation and self-efficacy.
References
Acosta, J., & Brooks, S. (2021). Descriptive statistics are powerful tools for organizational research practitioners. Industrial and Organizational Psychology, 14(4), 481-485. https://doi.org/10.1017/iop.2021.116
Afni, N., Ningtiyas, F., & Wulanda, W. (2024). Implementation of the Problem Based Learning Model to Increase Achievement and Motivation in Learning Statistics for Psychology Students. MICESHI Proceeding, 1(1), 1-9. https://proceedings.unimal.ac.id/miceshi/article/view/555/495
Alenezi, M. (2023). Digital Learning and Digital Institution in Higher Education. Educ. Sci., 13(1), 1-18. https://doi.org/10.3390/educsci13010088
Alenezi, M., Wardat, S., & Akour, M. (2023). The Need of Integrating Digital Education in Higher Education: Challenges and Opportunities. Sustainability, 15(6), 1-21. https://doi.org/10.3390/su15064782
Auhunas, S. (2024). Evaluation and impact of descriptive metadata on academic event management in Ukraine: A quantitative study. Iberoamerican Journal of Science Measurement and Communication, 4(1), 1-30. doi:https://doi.org/10.47909/ijsmc.91
Banerjee, A., Sensoy, A., Goodell, J., & Mahapatra, B. (2024). Impact of media hype and fake news on commodity futures prices: A deep learning approach over the COVID-19 period. Finance Research Letters, 59, 1-20. https://doi.org/10.1016/j.frl.2023.104658
Barrientos, A., Williams, A., Snoke, J., & Bowen, C. (2024). A Feasibility Study of Differentially Private Summary Statistics and Regression Analyses with Evaluations on Administrative and Survey Data. Journal of the American Statistical Association, 119(545), 52-65. https://doi.org/10.1080/01621459.2023.2270795
Chamisijatin, L., Pantiwati, Y., Zaenab, S., & Aldya, R. (2023). The implementation of projects for strengthening the profile of Pancasila students in the implementation of the independent learning curriculum. Journal of Community Service and Empowerment, 4(1), 38-48. https://doi.org/10.22219/jcse.v4i1.24679
Darmayanti, V., Laksita, N., & Sholeh, B. (2023). Analysis of Learning Projects in the Implementation of the Kurikulum Merdeka in Elementary Schools. EDUCARE: Journal of Primary Education, 4(2), 95-104. doi:https://doi.org/10.35719/educare.v4i2.245
Esteve-Mon, F., Postigo-Fuentes, A., & Castañeda, L. (2022). A strategic approach of the crucial elements for the implementation of digital tools and processes in higher education. Higher Education Quarterly, 77(3), 558-573. https://doi.org/10.1111/hequ.12411
Barbosa-Quintero, G. M. ., & Estupiñán-Ortiz, B. L. . (2023). La metodología activa Design Thinking para mejorar y transformar los procesos de enseñanza y aprendizaje. Ibero-American Journal of Education & Society Research, 3(1), 74–82. https://doi.org/10.56183/iberoeds.v3i1.600
Fu, X., Yiu, L., Liu, X., Zheng, J., Gubrud-Howe, P., Liu, J., . . . Wan, L. (2022). Developing trends of initial nursing education in China from 2006 to 2017: A descriptive analysis based on national-level data. Nurse Education Today, 110, 1-13. https://doi.org/10.1016/j.nedt.2022.105271
Gul, E., & Karacay, P. (2024). Factors associated with nursing students' online learning self-efficacy: A descriptive cross-sectional study. Nurse Education Today, 132, 1-16. https://doi.org/10.1016/j.nedt.2023.106029
Gupta, O., & Yadav, S. (2023). Determinants in advancement of teaching and learning in higher education: In special reference to management education. The International Journal of Management Education, 21(2), 1-15. https://doi.org/10.1016/j.ijme.2023.100823
Hakimi, M., Shahidzay, A., Fazi, A., & Qarizada, A. (2024). Empirical Assessment of ICT Impact on Teaching and Learning in High Schools: A Study in the Context of Balkh, Afghanistan. EIKI Journal of Effective Teaching Methods, 2(1), 1-12. https://doi.org/10.59652/jetm.v2i1.96
Hamdan, K., Al-Bashaireh, A., Zahran, Z., Al-Daghestani, A., Al-Habasshneh, S., & Shaheen, A. (2021). University students' interaction, Internet self-efficacy, self-regulation and satisfaction with online education during pandemic crises of COVID-19 (SARS-CoV-2). International Journal of Educational Management, 35(3), 713-725. https://doi.org/10.1108/IJEM-11-2020-0513
Huei-Fu, L. (2023). Statistical learning in sports education: A case study on improving quantitative analysis skills through project-based learning. Journal of Hospitality, Leisure, Sport & Tourism Education, 32, 1-14. https://doi.org/10.1016/j.jhlste.2023.100417
Imran, R., Afsheen, F., Salem, I., & Allil, K. (2023). Teaching and learning delivery modes in higher education: Looking back to move forward post-COVID-19 era. The International Journal of Management Education, 21(2), 1-19. https://doi.org/10.1016/j.ijme.2023.100805
Jakab, M., Kittl, E., & Kieslich, T. (2024). How many authors are (too) many? A retrospective, descriptive analysis of authorship in biomedical publications. Scientometrics(129), 1299-1328. https://doi.org/10.1007/s11192-024-04928-1
Jarrah, H., Adel, D., Halim, M., Helali, M., Alali, R., Alfandi, A., & Saleem, M. (2024). The impact of storytelling and narrative variables on skill acquisition in gamified learning. International Journal of Data and Network Science, 8(2), 1161-1168. 0.5267/j.ijdns.2023.11.018
Núñez-Canal, M., De Obesso, M., & Pérez-Rivero, C. (2022). New challenges in higher education: A study of the digital competence of educators in Covid times. Technological Forecasting and Social Change, 174, 1-15. https://doi.org/10.1016/j.techfore.2021.121270
Regar, V., & Repi, J. (2023). Study of the Application of Problem-Based Learning in Mathematical Statistics Lectures on Students' Concept Understanding. Marisekola, 4(2), 1-6. https://ejurnal.unima.ac.id/index.php/marisekola/article/view/8515/4633
Rizvi, Y., & Nabi, A. (2021). Transformation of learning from real to virtual: an exploratory-descriptive analysis of issues and challenges. Journal of Research in Innovative Teaching & Learning, 14(1), 5-17. https://doi.org/10.1108/JRIT-10-2020-0052
Safa, B., & Wicaksono, D. (2022). The Implementation Of Self-Directed Learning Strategy In Teaching Reading Narrative Text In Distance Learning During Covid-19. The Social Perspective Journal, 1(2), 128-139. https://doi.org/10.53947/tspj.v1i2.84
Salas, R. (2022). Use Of Flipped Classroom In The Teaching-Learning Process On Descriptive Statistics. Turkish Online Journal of Distance Education, 23(4), 53-64. ttps://doi.org/10.17718/tojde.1182755
Sanulita, H., Hendriyanto, D., Citrawati, N., Ramli, A., & Arifudin, O. (2024). Analysis Of The Effectiveness Of Audio Visual Learning Media Based On Macromedia Flash Usage On School Program Of Increasing Student Learning Motivation. Journal on Education, 6(2), 12641-12650. https://doi.org/10.31004/joe.v6i2.5121
Sindermann, C., Kanenn, C., & Montag, C. (2021). The degree of heterogeneity of news consumption in Germany—Descriptive statistics and relations with individual differences in personality, ideological attitudes, and voting intentions. New Media & Society, 26(2), 1-17. https://doi.org/10.1177/1461444821106172
Svinick, M. (1998). A theoretical foundation for discovery learning. Advances in physiology education, 275(6), S4. https://doi.org/10.1152/advances.1998.275.6.S4
Wahyuda, A., Putri, A., Humairoh, S., Putri, A., Rahayu, R., & Afifah, R. (2022). Online Learning Analysis of Education Statistics Department of Tadris Biology Faculty of Tarbiyah & Teaching Science UIN-SU Medan. META: Journal of Science and Technological EducatION, 1(2), 113-123. https://meta.amiin.or.id/index.php/meta/article/view/9
Wigginton, J., & Abecasis, G. (2005). PEDSTATS: descriptive statistics, graphics and quality assessment for gene mapping data. Bioinformatics, 21(16), 3445-3447. https://doi.org/10.1093/bioinformatics/bti529
Yussra, A., & Najwa, K. (2024). Exploring the long-term effects: Retention and transfer of skills in gamified learning environment. International Journal of Data and Network Science, 8(1), 165-200. 10.5267/j.ijdns.2023.10.004
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Copyright (c) 2024 Carmela Elisa Salvador Rosado, Luis Manuel Vargas Vásquez, Jesús Antonio Salvador Rosado, Rosana La Torre Bocanegra, Freddy Manuel Camacho Delgado
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