Sukkamart, Aukkapong
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Sukkamart, Aukkapong
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aukkapong.su@kmitl.ac.th
26 results
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Item type:Publication, Enhancing Psychological Well-Being Assessment Through Data Mining: A Case Study from Thailand(2025-04-01); ; ; This study examines the psychological well-being (PWB) of lower secondary school students in Bangkok’s Secondary Educational Service Area Offices (SESAO) 1 and 2, using data mining techniques to analyze key influencing factors and develop a culturally adapted PWB questionnaire. The research framework is based on six components: autonomy, environmental mastery, personal growth, positive relationships, life purpose, and self-acceptance. Data were collected from 2543 students in the 2023 academic year and analyzed using the Waikato Environment for Knowledge Analysis (WEKA) program and the JRip rule-based classification model. Results indicate that personal growth is the most predictive in the classification performance of PWB, followed by positive relationships and life purpose. A newly developed PWB questionnaire was tested for reliability, with the Supplied Test Set (80:20) method yielding strong performance metrics, including accuracy (90.18%), precision (69.00%), recall (90.90%), and F-measure (78.40%). This study demonstrates data mining’s effectiveness in identifying factors influencing adolescent PWB within the Thai context. The findings provide educators and policymakers with insights for fostering student well-being and contribute to research by offering a validated, culturally relevant assessment tool. - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Enhancing Information Communication Technology Competency in Thai University Student Computer Education Courses(2023-12-22); This study’s objectives were to: 1) develop an integrated teaching approach using problem-based learning (PBL) to enhance information communication technology competency (ICTC) in 3<sup>rd</sup>-year Thai university Computer Science Studies students, 2) to evaluate the teaching approach, and 3) to compare learning outcomes before and after implementing the approach. The teaching approach comprised eight steps, including 1. Creating a brain-stimulating learning environment, 2. Dividing learners into small groups, 3. Integrating students into groups based on their abilities, 4. Defining problem situations, 5. Structuring the problem-solving processes, 6. Problem linkage, 7. Confronting problems, and 8. Checking for correctness. The learning effectiveness of the ICTC Model’s course implementation had a pre-test mean = 16.70, SD = 1.78, and a post-test mean = 23.00, SD = 2.64, with a statistical t-test value of 8.81. These results indicated that learning outcomes significantly improved after implementing the teaching approach (p<.05) with 20 students. This research contributes to developing an effective instructional method to enhance ICT competencies in Computer Science education. - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Developing Student Creative Problem-Solving Skills (CPSS) Using Online Digital Storytelling: A Training Course Development Method(2022-01-01); This study set out to research and evaluate the needs in developing creative problem-solving skills (CPSS) of undergraduate students through developing and evaluating a digital storytelling process using Padlet. The sampling process used simple random sampling to select 332 teachers from 83 schools in Bangkok. The data was collected using a needs assessment questionnaire, training course questionnaire, and satisfaction questionnaire. Descriptive statistics used for the analysis included frequency, percentage, mean (x̄ ), and standard deviation (SD). The data collected were mean scores of expert validity testing and student inter-rater reliability testing. The assessment evaluated student satisfaction toward the CPSS training course using 30 students in the Computer Education Program at Dhonburi Rajabhat University's Faculty of Education in Thailand. The findings revealed that of the four aspects identified for developing undergraduate CPSS, elaboration was at the top of the priority of needs (PNI<inf>Modified</inf> = 0.20). This was followed by originality and flexibility (PNI<inf>Modified</inf> = 0.19). Finally, was fluency (PNI<inf>Modified</inf> = 0.18). Also, analysis of the prospective condition was ranked ‘high’ across all four aspects with an average of x̄= 4.38 SD = 0.06. Further analysis of the real condition showed that all four aspects had an average of x̄= 3.67, SD = 0.06. The study contributes to the literature in that it demonstrated that correctly developed and implemented undergraduate student CPSS can increase significantly. This fact is critical in knowing as a nation’s future depends on its workforce and leaders having CPSS - Some of the metrics are blocked by yourconsent settings
Item type:Publication, A needs assessment evaluation of information technology student mobile website design skills(2024-01-01); ; In this study, we present a comprehensive needs assessment (NA) aimed at identifying key factors that contribute to enhancing instructor skills in mobile website design (MWDS). In the realm of professional development, the significance of NAs for user experience (UX) designers has gained attention, with scholars emphasizing the importance of competency modeling to elucidate the intricate knowledge, skills, and abilities inherent in UX design. This perspective aligns with the essential nature of learning NAs for continuous professional development. Therefore, the objective of our investigation was to evaluate the current state of instructor MWDS and their real-world user experience through a sample of 41 individuals, including information technology (IT) instructors and IT entrepreneurs. Employing a simple random sampling method in August 2023, our study utilized descriptive statistics to analyze the data, revealing a moderate proficiency level (mean [M]=3.40). Interestingly, the highest rankings in our findings were attributed to planning mobile website design from a user experience perspective (M=3.81) and developing or creating a website for mobile devices user experience (M=3.81). These skills demonstrated consistent high perceived importance (M=4.78). Moreover, specific aspects of MWDS stood out in terms of significance, with developing or creating mobile websites’ user experience holding the top priority (M=4.87), followed closely by designing mobile websites’ user experience (M=4.79) and developing or prototyping mobile websites’ user experience (M=4.77). Our findings underscore the urgent need to prioritize the promotion of MWDS, particularly those focused on user experience. Using priority needs index modified (PNImodified) method, we identified that user research holds the highest priority (PNImodified=0.56), followed closely by mobile website design user experience (PNImodified=0.41), and defining website content for mobile devices user experience (PNImodified=0.40). This information provides valuable insights for educational institutions and industry stakeholders, guiding efforts to enhance instructor skills and align curricula with the evolving demands of mobile web design. In summary, our study sheds light on the current state of instructor MWDS, emphasizing the importance of user experience-related competencies. The identified priority needs offer valuable guidance for educational institutions and industry stakeholders, facilitating efforts to enhance instructor skills and align curricula with the dynamic requirements of mobile web design. Notably, our results align with the hypothesis testing, where paired sample t-test statistics found that both overall and individual aspects indicated a statistically significant preference for desired over actual outcomes at the .01 level. - Some of the metrics are blocked by yourconsent settings
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Item type:Publication, Education and Development in ASEAN’s Greater Mekong Subregion(2024-01-01); ; ; Prongprommarat, JakkapongThe objectives of this study were to analyze and synthesize educational strategies and their development approaches within the context of the ASEAN community’s Greater Mekong Subregion (GMS) members of Cambodia, Lao PDR, Myanmar, Thailand, and Vietnam, as well as the PRC (People’s Republic of China) southern province of Yunnan. Moreover, the study sought to assess the appropriateness of development approaches based on these educational strategies. This mixed-method research used both qualitative and quantitative research methods. The data sources included documents related to educational policies and strategies, as well as administrators involved in educational management in each of the six GMS members surveyed. The research tools consisted of content analysis forms and opinion questionnaires, with an index of item-objective congruence (IOC) ranging from 0.80 to 1.00 and a reliability coefficient of 0.82. Data were analyzed using educational strategy content analysis by calculating the mean and standard deviation to assess the level of appropriateness and feasibility of the development approaches. This study makes a significant contribution to the literature by providing a comprehensive analysis and synthesis of educational strategies and their development approaches within the context of the ASEAN community’s Greater Mekong Subregion (GMS) members. The study offers valuable insights into the appropriateness and feasibility of these strategies and approaches. The findings not only validate the 22 educational strategies and 86 development approaches as highly appropriate and feasible but also serve as a valuable resource for policymakers, educators, and researchers, facilitating informed decision-making and fostering effective educational development initiatives. - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Prioritizing software development skill needs for Thai pre-service computer technology teachers(2026-04-01); ; ; This study aimed to evaluate the current and desired software development skills within the context of Thai undergraduate teacher education. Specifically, the study investigated pre-service computer technology students’ perceptions of secondary learners’ software skill needs in authentic classroom contexts. Seventy-nine participants, including pre-service students, instructors, and teaching mentors, were selected via simple random sampling in June 2025. Data were collected using a 5-point Likert-scale questionnaire measuring current (D) and ideal (I) skill levels, with internal consistency coefficients of 0.87 and 0.96, respectively. The PNI<inf>modified</inf> (priority needs index modified) method and paired t-tests were used to analyze the gaps. Results showed that participants perceived actual skill levels as generally ‘competent’, while the desired levels were rated as ‘proficient’. The highest training needs were observed in deployment & maintenance (GSA6), followed by programming (GSA4), requirements analysis (GSA2), testing (GSA5), design (GSA3), and planning (GSA1), respectively. These findings highlight the need to align educational curricula with real-world software development practices, including DevOps, secure coding, and testing frameworks. - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Enhancing Thai student-teacher problem-solving skills and academic achievement through a blended problem-based learning approach in online flipped classrooms(2024-04-15); ; ; Leekitchwatana, PunneeThe study aimed to develop a learning model that enhances Thai student-teacher problem-solving skills (PSS) and academic achievement (AA) through a blended problem-based learning (PBL) approach in online flipped classrooms. Phase 1 consisted of the design of the Flipped PARSER (problem-attempt-research-solutions-evaluation-reflect) Model (FPM) through the study of documentation and research. Phase 2 involved using nine experts to assist with the model's development and evaluation using in-depth interviews and content analysis. Phase 3 involved the application and use of the FPM by 30 student-teachers, from which their AA, PSS, and satisfaction were evaluated against the control group of 31 participants. The results from the nine experts' input on the FPM design were significant. Instructor activities included selecting content, media, materials, and their design and development. Other components included learning activities, tools, lesson delivery, and evaluation. Also, PBL methods were again confirmed as an instrumental pedagogy in teaching PSS. When combined with online learning and flipped classrooms, the study's results were higher than those using traditional classroom methods. The study contributes to the literature by determining that online teaching models effectively teach PSS and raise AA scores. - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Thai Pre-Service Teacher Learning Management Model Development for Online Learning and Coaching(2022-09-30); With the emergence of the Covid-19 epidemic the realization that online teaching and learning management became a high priority with many education institutions worldwide. In Thailand, government mandated online learning and coaching solutions became the ’New Normal’ imperative across all levels of the educational system. Therefore, the researchers undertook a systematic literature review (SLR) of both Thai and international literature to establish which factors played a key role. From the SLR, a determination was made that the proposed model should contain project-based learning management (PBLM) and online coaching through information communication technology (ICT) systems. The results revealed that the proposed model should contain six main steps which the authors labeled the DSPDPE Model (define, select, plan, do, present, evaluate). The six steps of learning activities included Step 1’s planning to enter a project, Step 2’s choosing a project topic, Step 3’s planning and analysis of work, Step 4’s project implementation, Step 5’s presentation of study results, and Step 6’s project evaluation. - Some of the metrics are blocked by yourconsent settings
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