A Study of Learning Achievement on Statistics Using Blended Learning and Statistics Learning Package for Students in the Bachelor of Education Program in Mathematics
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Abstract
The objectives of this research were to: 1) evaluate the quality of the statistics skills practice package, 2) compare learning achievement before and after learning management on the topic of statistics using blended learning combined with the statistics skills practice package, 3) determine the efficiency of learning on the topic of statistics using blended learning combined with the statistics skills practice package, meeting the standard criteria of 75/75, and 4) study student satisfaction after the learning management on the topic of statistics using blended learning combined with the statistics skills practice package. The population consisted of 55 undergraduate students in the Bachelor of Education Program in Mathematics enrolled in the first semester of the academic year 2023. The data collection instruments for this research included: 1) a learning achievement test on statistics, 2) statistical skill-practice packages, 3) an online statistics module, and 4) a questionnaire measuring satisfaction towards blended learning combined with the use of skill-practice exercises.
The research results indicated that: 1) The quality assessment of the statistics skills practice package by five experts showed that the package was at a very good level. 2) The learning achievement after learning management using blended learning combined with the statistics skills practice package had a mean percentage of 78.95, which was significantly higher than the pre-learning achievement (mean percentage of 62.28) at the .01 level. 3) The efficiency of learning on the topic of statistics using blended learning combined with the statistics skills practice package resulted in a process efficiency score of 83.06 and an outcome efficiency score of 78.95. Moreover, 4) The students' satisfaction with the learning management on the topic of statistics using blended learning, combined with the statistics skills practice package, was overall at the highest level.
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References
Bank of Thailand. (2023). Souvenirs from the WORLD ECONOMIC FORUM. Retrieved 2023, December 28, from http://https://www.bot.or.th/th/research-and-publications/articles-and-publications /bot-magazine/Phrasiam-65-3/global-trend-65-3-1.html. (in Thai)
Boonrodvorakul, J. (2021). Work skills development using skill exercises in conjunction with online lessons Job knowledge about occupation course code 2001-1001For students at Vocational Certificate Level (Vocational Certificate) Year 1 Nong Chum Saeng Wittaya School Phetchaburi. OURNAL OF TEACHER PROFESSIONAL DEVELOPMENT, 2(1), 77-89. (in Thai)
Carman, Jared M. (2005). Blended Learning Design: Five Key Ingredients. Retrieved 2022, April 29 from http://www.agilantlearning.com/pdf/Blended%20Learning%20Design.pdf
Gal, I. (2012). Adults' statistical literacy: Meanings, components, responsibilities. International Statistical Review, 70(1), 1-51.
Kansopon, N., & Daengprasit, S. (2022). Development of an online skill training kit using self-directed learning to promote web application creation skills. Faculty of Industrial Education, King Mongkut's University of Technology North Bangkok. Journal of Teacher Education, Udon Thani Rajabhat University, 4(2), 37-50. (in Thai)
Kansutthi, W. (2018). Development of online lessons in design and presentation on drafting using Illustrator for students in the special sports project, 5th grade, (Master of Education Thesis). Burapha University, Faculty of Education, Department of Educational Technology. (in Thai)
Martinez-Dawson, R. (2010). The effects of a course on statistical literacy upon students’ challenges to statistical claims made in the media. South Carolina: Clemson University Tiger Prints.
Rengrat, A. (2014). Development of mathematics skills training on application 1 using problem-based learning to promote problem-solving ability for Mathayom 1 students. Bangkok: Graduate School, Silpakorn University. (in Thai)
Srisanarach, S. (2015). The effect of using the calculation skill training kit on the topic of sound on the achievement in physics and satisfaction towards learning with the calculation skill training kit of Mathayom 5 students at Nawaminthrachinuthit Satriwitthaya 2 School. (Master of Education Thesis). Sukhothai Thammathirat Open University, School of Educational Studies, Department of Educational Studies. (in Thai)
Suk-iem, P. (2012). The effect of integrated learning management on good citizenship of society for grade 5 students. (Master of Education Thesis). Technology and Communication, Faculty of Industrial Education, Rajamangala University of Technology Thanyaburi. (in Thai)
Thailand Development Research Institute. (2013). Final Report of the Project to Increase Industrial Capacity under Thailand's International Economic Policy (Phase 4). Bangkok: Thailand Development Research Institute Foundation. (in Thai)
Tharaporn, T., Aimlao, A., & Rungruangsupharat, B. (2020). Application of blended learning process in English for career subjects to promote English communication ability of learners. Sukhothai Thammathirat Open Journal, 34(1), 71-87. (in Thai)
Totikha, M. (2018). Causal relationship of factors affecting statistics knowledge of undergraduate students at Bangkok University. Yala University Journal, (15)2, 144-152. (in Thai)
Udomsri, N., Wattanaphakesam, B., & Sukkhachat, N. (2022). Development of a learning skills training set for the subject of Engineering Statistics for Industrial Engineering students. Suvarnabhumi Rajabhat University. Academic Journal (Humanities and Social Sciences), 7(2), 146-155. (in Thai)
Wacharakanjakul, S., Niramol, A., & Topitak, K. (2018). Development of 2D animation skill training set on adding two numbers with results not exceeding 9, Mathematics subject group for Grade 1 students. Krupibul Journal, (5)2, 206-218. (in Thai)
Watson, J. M. (2007). Statistical literacy at school: Growth and goals. International Statistical Review, 75(2), 259. doi: 10.1111/j.1751-5823.2007.00015_12.x