Enhancing Algorithm and Programming Education through Collaborative Blended Learning: A Problem-Based Approach for First-Year Students

Enhancing Algorithm and Programming Education through Collaborative Blended Learning: A Problem-Based Approach for First-Year Students

Автор: Ajcharee Pimpimool

Журнал: International Journal of Modern Education and Computer Science @ijmecs

Статья в выпуске: 4 vol.16, 2024 года.

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This research study aims to compare the learning achievements of first-year students in an algorithm and programming course before and after participating in cooperative blended learning activities focused on variables, expressions, and control commands. By utilizing problem-based learning methods, the researchers sought to meticulously analyze the profound impact of these activities on students’ academic advancement. The research tools deployed encompassed satisfaction questionnaires and achievement tests. The research cohort encompassed seven experienced specialists within higher education institutions, each endowed with a minimum of ten years of pedagogical experience, along with twenty-five participating students. Employing rigorous statistical analysis via T-tests, the study conclusively revealed a statistically noteworthy enhancement in student achievement post the program, underscoring the affirmative influence of cooperative blended learning activities. Moreover, the overall satisfaction level among learners engaging in the proposed learning activities was remarkably elevated, evident through an average satisfaction rating of 4.54 and a standard deviation of 0.73. These empirical insights succinctly underscore the demonstrable effectiveness of assimilating cooperative blended learning methods within algorithm and programming education, thereby accentuating the pivotal role of these pedagogical approaches in shaping contemporary educational practices.

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Cooperative blended learning, Algorithm and programming education, Learning achievement, Problem-based learning, Learner satisfaction

Короткий адрес: https://sciup.org/15019177

IDR: 15019177   |   DOI: 10.5815/ijmecs.2024.04.03

Список литературы Enhancing Algorithm and Programming Education through Collaborative Blended Learning: A Problem-Based Approach for First-Year Students

  • A. V. Oleksiyenko and V. Ros, “Human agency and legacy-innovation tensions in the internationalization of higher education: Re-orientations managed by internationally-educated scholars of Central Asia,” Int. J. Educ. Dev., vol. 97, p. 102716, Mar. 2023.
  • A. Bozkurt et al., “A global outlook to the interruption of education due to COVID-19 pandemic: Navigating in a time of uncertainty and crisis,” Asian Journal of Distance Education, vol. 15, no. 1, pp. 1–126, Jun. 2020.
  • X. Liu and A. J. Moeller, “Promoting Learner Engagement through Interactive Digital Tools,” 2019.
  • H. Y. Yow, “A case study of virtual anatomy museum: Facilitating student engagement and self-paced learning through an interactive platform,” Journal of Information and Education Technology, 2022.
  • J. Rhode, “Interaction Equivalency in Self-Paced Online Learning Environments: An Exploration of Learner Preferences,” IRRODL, vol. 10, no. 1, Feb. 2009.
  • D. L. Taylor, M. Yeung, and A. Z. Bashet, “Personalized and adaptive learning,” Higher Education: Opportunities …, 2021.
  • P. Kwangmuang, S. Jarutkamolpong, W. Sangboonraung, and S. Daungtod, “The development of learning innovation to enhance higher order thinking skills for students in Thailand junior high schools,” Heliyon, vol. 7, no. 6, p. e07309, Jun. 2021.
  • M. J. Hannafin and S. M. Land, “The foundations and assumptions of technology-enhanced student-centered learning environments,” Instr. Sci., vol. 25, no. 3, pp. 167–202, 1997.
  • M. Fontaine, “Student relationship management (SRM) in higher education: Addressing the expectations of an ever evolving demographic and its impact on retention.” [Online]. Available: http://jehdnet.com/journals/jehd/Vol_3_No_2_June_2014/7.pdf. [Accessed: 11-Jul-2023].
  • P. Y. P. Hong, R. Hong, S. Choi, and D. R. Hodge, “Examining Psychological Self-Sufficiency Among Low-Income Jobseekers with Mental Health Barriers,” Community Ment. Health J., vol. 57, no. 1, pp. 178–188, Jan. 2021.
  • K. Scager, J. Boonstra, T. Peeters, J. Vulperhorst, and F. Wiegant, “Collaborative Learning in Higher Education: Evoking Positive Interdependence,” CBE Life Sci. Educ., vol. 15, no. 4, Winter 2016.
  • L. Markauskaite et al., “Rethinking the entwinement between artificial intelligence and human learning: What capabilities do learners need for a world with AI?,” Computers and Education: Artificial Intelligence, vol. 3, p. 100056, Jan. 2022.
  • S. Suwannaphisit, C. Anusitviwat, P. Tuntarattanapong, and C. Chuaychoosakoon, “Comparing the effectiveness of blended learning and traditional learning in an orthopedics course,” Ann Med Surg (Lond), vol. 72, p. 103037, Dec. 2021.
  • P. Koraneekij and J. Khlaisang, “Development of learning outcome based E-portfolio model emphasizing on cognitive skills in pedagogical blended E-learning environment for undergraduate students at faculty of education, Chulalongkorn university,” Procedia Soc. Behav. Sci., vol. 174, pp. 805–813, Feb. 2015.
  • D. H. Tong, B. P. Uyen, and L. K. Ngan, “The effectiveness of blended learning on students’ academic achievement, self-study skills and learning attitudes: A quasi-experiment study in teaching the conventions for coordinates in the plane,” Heliyon, vol. 8, no. 12, p. e12657, Dec. 2022.
  • W. Banyen, C. Viriyavejakul, and T. Ratanaolarn, “A blended learning model for learning achievement enhancement of Thai undergraduate students,” Int. J. Emerg. Technol. Learn., vol. 11, no. 04, p. 48, Apr. 2016.
  • F. Alonso, D. Manrique, L. Martinez, and J. M. Vines, “How Blended Learning Reduces Underachievement in Higher Education: An Experience in Teaching Computer Sciences,” IEEE Trans. Educ., vol. 54, no. 3, pp. 471–478, Aug. 2011.
  • S. Hadjerrouit, “Towards a Blended Learning Model for Teaching and Learning Computer Programming: A Case Study,” Informatics in Education - An International Journal, vol. 7, no. 2, pp. 181–210, 2008.
  • J. Singh, K. Steele, and L. Singh, “Combining the Best of Online and Face-to-Face Learning: Hybrid and Blended Learning Approach for COVID-19, Post Vaccine, & Post-Pandemic World,” Journal of Educational Technology Systems, vol. 50, no. 2, pp. 140–171, Dec. 2021.
  • A. Krake, “Lessons in blended learning: Implementing an online learning platform in the adult education sector,” Blended learning in English language teaching: Course design and implementation, p. 213, 2013.
  • D. R. Garrison and H. Kanuka, “Blended learning: Uncovering its transformative potential in higher education,” Internet High. Educ., vol. 7, no. 2, pp. 95–105, Apr. 2004.
  • J. Singh et al., “Online, hybrid, and face-to-face learning through the eyes of faculty, students, administrators, and instructional designers: Lessons learned and directions for the post-vaccine and post-pandemic/COVID-19 world,” J. Educ. Technol. Syst., vol. 50, no. 3, pp. 301–326, Mar. 2022.
  • L. Ortquist-Ahrens and R. Torosyan, “The role of the facilitator in faculty learning communities: Paving the way for growth,productivity, and collegiality,” Learning Communities Journal, vol. 1, no. 1, 2009.
  • F. T. Dayagbil, D. R. Palompon, L. L. Garcia, and M. M. J. Olvido, “Teaching and Learning Continuity Amid and Beyond the Pandemic,” Frontiers in Education, vol. 6, 2021.
  • Savin-Baden and Maggi, Problem-Based Learning In Higher Education: Untold Stories: Untold Stories. McGraw-Hill Education (UK), 2000.
  • C. H. Major and B. Palmer, “Assessing the effectiveness of problem-based learning in higher education: Lessons from the literature,” Academic exchange quarterly, vol. 5, no. 1, pp. 4–9, 2001.
  • E. Ersoy and N. Başer, “The effects of problem-based learning method in higher education on creative thinking,” Procedia Soc. Behav. Sci., vol. 116, pp. 3494–3498, Feb. 2014.
  • W. Birch, “Towards a model for problem-based learning,” Studies in Higher Education, vol. 11, no. 1, pp. 73–82, Jan. 1986.
  • A. A. Jensen, D. Stentoft, and O. Ravn, Interdisciplinarity and Problem-Based Learning in Higher Education: Research and Perspectives from Aalborg University. Springer Nature, 2019.
  • E. H. J. Yew and K. Goh, “Problem-based learning: An overview of its process and impact on learning,” Health Prof. Educ., vol. 2, no. 2, pp. 75–79, Dec. 2016.
  • M. E. Stieben, T. A. Pressley, and M. L. Matyas, “Research experiences and online professional development increase teachers’ preparedness and use of effective STEM pedagogy,” Adv. Physiol. Educ., vol. 45, no. 2, pp. 191–206, Jun. 2021.
  • R. F. Schmid, E. Borokhovski, R. M. Bernard, D. I. Pickup, and P. C. Abrami, “A meta-analysis of online learning, blended learning, the flipped classroom and classroom instruction for pre-service and in-service teachers,” Computers and Education Open, vol. 5, no. 100142, p. 100142, Dec. 2023.
  • F.-R. Kuo, G.-J. Hwang, and C.-C. Lee, “A hybrid approach to promoting students’ web-based problem-solving competence and learning attitude,” Comput. Educ., vol. 58, no. 1, pp. 351–364, Jan. 2012.
  • H.-C. Chu, T.-Y. Chen, C.-J. Lin, M.-J. Liao, and Y.-M. Chen, “Development of an adaptive learning case recommendation approach for problem-based e-learning on mathematics teaching for students with mild disabilities,” Expert Syst. Appl., vol. 36, no. 3, pp. 5456–5468, Apr. 2009.
  • I. J. Sistermans, “Integrating competency-based education with a case-based or problem-based learning approach in online health sciences,” Asia Pac. Educ. Rev., vol. 21, no. 4, pp. 683–696, Dec. 2020.
  • N. Hoic-Bozic, V. Mornar, and I. Boticki, “A Blended Learning Approach to Course Design and Implementation,” IEEE Trans. Educ., vol. 52, no. 1, pp. 19–30, Feb. 2009.
  • V. Woltering, A. Herrler, K. Spitzer, and C. Spreckelsen, “Blended learning positively affects students’ satisfaction and the role of the tutor in the problem-based learning process: results of a mixed-method evaluation,” Adv. Health Sci. Educ. Theory Pract., vol. 14, no. 5, pp. 725–738, Dec. 2009.
  • K. Thongkoo, P. Panjaburee, and K. Daungcharone, “Integrating inquiry learning and knowledge management into a flipped classroom to improve students’ web programming performance in higher education,” Knowl. Manag. E-learn.: Int. J., vol. 11, no. 3, pp. 304–324, Sep. 2019.
  • K.-S. Hong, “Relationships between students’ and instructional variables with satisfaction and learning from a Web-based course,” Internet High. Educ., vol. 5, no. 3, pp. 267–281, Sep. 2002.
  • G.-J. Hwang, F.-R. Kuo, N.-S. Chen, and H.-J. Ho, “Effects of an integrated concept mapping and web-based problem-solving approach on students’ learning achievements, perceptions and cognitive loads,” Comput. Educ., vol. 71, pp. 77–86, Feb. 2014.
  • K.-Y. Lin, K.-C. Yu, H.-S. Hsiao, Y.-S. Chang, and Y.-H. Chien, “Effects of web-based versus classroom-based STEM learning environments on the development of collaborative problem-solving skills in junior high school students,” Int. J. Technol. Des. Educ., vol. 30, no. 1, pp. 21–34, Mar. 2020.
  • G.-J. Hwang, P.-H. Wu, and C.-C. Chen, “An online game approach for improving students’ learning performance in web-based problem-solving activities,” Comput. Educ., vol. 59, no. 4, pp. 1246–1256, Dec. 2012.
  • Z. Sun and Y. Yang, “The mediating role of learner empowerment in the relationship between the community of inquiry and online learning outcomes,” Internet High. Educ., vol. 58, no. 100911, p. 100911, Jun. 2023.
  • N. Al-Kahtani, A. Almurayh, A. V. Subbarayalu, T. Sebastian, H. Alkahtani, and D. Aljabri, “Sustaining blended and online learning during the normal and new normal conditions in a Saudi higher education institution: health science students’ perspectives,” Heliyon, vol. 8, no. 10, p. e10898, Oct. 2022.
  • P. Amornsinlaphachai, “Designing a learning model using the STAD technique with a suggestion system to decrease learners’ weakness,” Procedia Soc. Behav. Sci., vol. 116, pp. 431–435, Feb. 2014.
  • A. Veloo and S. Chairhany, “Fostering students’ attitudes and achievement in probability using teams-games-tournaments,” Procedia Soc. Behav. Sci., vol. 93, pp. 59–64, Oct. 2013.
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