Review Article
Adem Yurdunkulu
CONT ED TECHNOLOGY, Volume 18, Issue 2, Article No: ep658
ABSTRACT
This study aims to map the academic literature at the intersection of artificial intelligence (AI) and educational management/leadership through bibliometric methods, using a dataset of 1,072 articles retrieved from the Web of Science and Scopus databases. Analyses conducted with R software and the Biblioshiny package reveal that the field is exceptionally young and dynamic, with an average document age of only 2.7 years, and that scientific output has increased substantially in the post-2020 period. This dynamic structure can be attributed to the COVID-19 pandemic and the widespread diffusion of generative AI tools. The geographical distribution of publication output indicates orientation towards new geographical directions with a growing concentration along a Eurasian axis. At the institutional level, Kazan Federal University (99 publications) and RUDN University (62 publications) emerge as dominant contributors, while China holds a global leadership position in citation impact (1,885 citations). This result should be cautiously handled as the database bias and publication concentration effects might have influenced the search outputs. In terms of conceptual structure, “artificial intelligence” and “machine learning” appear as dominant terms, and the thematic map identifies these concepts—together with “education management”—as motor themes. This finding suggests that the field has moved beyond purely theoretical debates and is transitioning into the mainstream of data-driven educational management. Considering this transformation, it is recommended that policymakers and leadership-development programs urgently integrate modules on data literacy and AI ethics. Overall, the study concludes that the discipline is undergoing a transition period, where future leaders will be responsible for governing algorithmic resources alongside human resources.
Keywords: artificial intelligence, bibliometric, education, leadership, management
Review Article
Jose Alejandro Cano, Rodrigo Andrés Gómez-Montoya, Pablo Cortés
CONT ED TECHNOLOGY, Volume 18, Issue 2, Article No: ep646
ABSTRACT
Educational technologies are reshaping how operations management (OM) is taught in business education, shifting from lecture-based instruction to interactive, technology-enhanced learning. This systematic review analyzes 101 peer-reviewed studies published between 2000 and 2025, following the PRISMA protocol, to examine innovations in OM education across curriculum design, pedagogical approaches, technological tools, and industry-academia partnerships. Results show a growing reliance on blended and hybrid models supported by learning platforms, where simulations, ERP systems, and VR/AR foster experiential and immersive learning. Pedagogical strategies such as problem-based learning, case methods, and project-based approaches gain effectiveness when combined with digital tools that provide real-time feedback, collaboration, and authentic data-driven contexts. The literature also emphasizes aligning OM curricula with industry needs through analytics, sustainability, and digital transformation competencies, ensuring graduates are prepared for technology-intensive and sustainability-driven workplaces. To integrate these dimensions, this review introduces a SIPOC-based framework and a teaching-technology heatmap, conceptualizing OM education as a system innovation. This perspective highlights how curriculum content, pedagogical strategies, and digital technologies interact to generate transversal competencies in analytics, strategy, risk management, and Industry 4.0/5.0. The review contributes to management and educational technology research by mapping how innovations can be systematically embedded into OM courses, while identifying challenges and opportunities for future curriculum design and digital pedagogy.
Keywords: operations management education, educational technology, curriculum design, simulations, pedagogical approaches, emerging technologies
Research Article
Lane Maxcy, Denise A. Soares, Judith Harrison
CONT ED TECHNOLOGY, Volume 17, Issue 2, Article No: ep563
ABSTRACT
The current study evaluated the effect of technology-based self-management on disruptive behavior and academic engagement (AE) with a student with an emotional and behavioral disorder. A multiple baseline design across three general education settings was used to assess the effectiveness of the intervention, self-management using the CellF-Monitoring app. The use of technology based self-management resulted in an increase in AE across all three academic settings. Furthermore, students and teachers rated CellF-Monitoring app as highly social valid
Keywords: emotional behavior disorders, self-management, academic engagement, disruptive behavior, intervention
Research Article
Jiseung Yoo, Min Kyeong Kim
CONT ED TECHNOLOGY, Volume 15, Issue 3, Article No: ep438
ABSTRACT
This study focuses on how teachers’ pedagogical content knowledge (PCK) of mathematics may differ depending on teacher interactions in an online teacher community of practice (CoP). The study utilizes data from 26,857 posts collected from the South Korean self-generated online teacher CoP, ‘Indischool’. This data was then analyzed using natural language processing techniques; specifically, text classification with word2vec, BERT, and machine learning classifiers was used. The results indicate that the texts of posts can predict the level of teacher interactions in the online CoP. BERT embedding and classifier exhibited the best performance, ultimately achieving an F1 score of .756. Moreover, topic modeling utilizing BERT embedding is used to uncover the specific PCK of teachers through high- and low-interaction posts. The results reveal that high-interaction posts with numerous likes and replies demonstrate more in-depth reflections on teaching mathematics and refined PCK. This study makes two significant contributions. First, it applies a data science framework that allows for the analysis of real data from an actual online teacher community. Secondly, it sheds light on the intricacies of knowledge management in an online teacher CoP, an area that has to this point received limited empirical attention.
Keywords: online community of practice, natural language processing, mathematics pedagogical content knowledge, knowledge management
Research Article
Héctor Galindo-Domínguez, María-José Bezanilla
CONT ED TECHNOLOGY, Volume 13, Issue 2, Article No: ep294
ABSTRACT
It is though that those students who better manage their time and perceive themselves to be more effective in the tasks they perform are thought to be due, in part, to a stronger understanding and command of digital competence. This competence allows students to know and use a greater number of tools and techniques to respond to the problems that arise in their academic career, favouring the reduction of perceived stress. To test this hypothesis, a total of 200 students from different degrees of Education and universities participated in the study, who answered the Digital Competence Questionnaire in University Students, the Spanish version of Time Management Behaviour Questionnaire, the Scale of Perceived Self-efficacy in academic situations, and the Scale of Global Perception of Stress. The results show how the starting hypothesis is fulfilled in that time management and academic self-efficacy function as mediators between digital competence and types of positive or negative stressors. Finally, these findings implications are discussed.
Keywords: digital competence, self-efficacy, time management, stress, university, higher education, technology, ICT
Research Article
Chenin Chen
CONT ED TECHNOLOGY, Volume 13, Issue 1, Article No: ep290
ABSTRACT
Along with the rapid development of technology, the constant innovation and application of computer and information technology has information technology change humans’ future lifestyles as well as induce comprehensive changes in humans’ learning. Due to knowledge digitization, knowledge creation and update is fast that the acceleration and enhancement of learning effectiveness becomes the important issue concerned in global education development. Along with the population of digitization, information technology largely changes life and learning model.
Applying experimental design model to the quasi-experimental research, total 188 business management students of universities in Fujian are preceded technology education with WebQuest. The experimental teaching is preceded 3 hours per week for 16 weeks (total 48 hours). Research results reveal 1. WebQuest would affect critical thinking psychology, 2. WebQuest would affect operation capability, 3. critical thinking psychology presents significantly positive effects on problem clarification in operation capability, 4. critical thinking psychology shows remarkably positive effects on effective interaction in operation capability, and 5. critical thinking psychology reveals notably positive effects on inductive inference in operation capability. According to the results, suggestions are proposed, expecting to help domestic technology education get into organizational and systematic development to further cultivate students’ technology literacy.
Keywords: WebQuest, technology education, business management students, critical thinking psychology, operation capability
Research Article
Sinem Vatanartiran, Sirin Karadeniz
CONT ED TECHNOLOGY, Volume 6, Issue 3, pp. 206-220
ABSTRACT
Lack of technology leadership and technology integration plans are important obstacles for using technology effectively in schools. We carried out a large-scale study to be able to design a technology integration plan for one of the pilot provinces that Fatih Project was initiated. The purpose of this research is to examine the perceived challenges and needs of K12 teachers when integrating technology into their classes, which would be used as the needs analysis data of the technology integration plan. A mixed design was used and 844 teachers participated in the study. An online survey was used to gather both the quantitative and qualitative data. The findings showed that there are three major issues for teachers to integrate technology into their instruction: Executive, infrastructural, and instructional. Executive issues are mostly related to managerial and financial challenges, Infrastructural issues include technological and physical challenges, and instructional issues consist of challenges related with instructional materials, students’ readiness, and teacher competencies.
Keywords: FATİH project, Technology integration plan, Needs analysis, Teacher training, Change management
Research Article
S. Arulchelvan
CONT ED TECHNOLOGY, Volume 3, Issue 1, pp. 1-16
ABSTRACT
Technologies are available for education in various forms now. One primary task involves determining how best to utilize available technology resources to enhance student learning. Electronic Learning Management System (E-LMS) is one the important strategy for learning. It has the ability to document the academic performance of the individual student. This is highly useful in managing all type of academic and other activities of students by institutions. This study aimed to know the facts and effectiveness of E-LMS among the school students. Survey, comparative analysis and Interview methods were used in this study. Major findings from the study are: E-LMS is significantly influence the students and teachers. The absenteeism ratio has declined. This in turn reflected in the academic performance of the students since they have no other option than sustaining with the learning activities. Overall performance of a student is also significantly increased. The effectiveness of E-LMS may be improved from the points of reporting in regional languages when exist, Web-based reporting, and Interactive communication. Because the system has positive impact among the students, this will prove very effective when implemented in large scale in India.
Keywords: Learning management system, LMS, Electronic learning management system, ELMS, E-Learning, ICT in education
Research Article
Sinem Aslan, Yeol Huh, Dabae Lee, Charles M. Reigeluth
CONT ED TECHNOLOGY, Volume 2, Issue 2, pp. 95-117
ABSTRACT
Aslan and Reigeluth (2011) described a possible future period of educational computing as a “Personalized Computing Period” (p. 12). They described a potential educational technology system, PIES (Personalized Integrated Educational System), to support student learning in this period of educational computing, based on the major and secondary functions proposed by Reigeluth, Watson, Watson, Dutta, Chen, and Powell (2008) for the information-age paradigm of education. Major functions include record keeping for, planning for, instruction for, and assessment for/of student learning. Secondary functions include communication, general student data, school personnel information, and technology administration. In this qualitative research study, seven classroom teachers and one technology coordinator from three high schools were interviewed to reveal how they used their current technology systems with respect to the functions described by Reigeluth et al. (2008). The results revealed that there were discrepancies between the participants’ current use of the systems and the ideal use for the information-age paradigm of education. Based on the results, recommendations are offered to teachers, policy makers and technology system designers for better meeting students’ information-age educational needs.
Keywords: Information-age learning paradigm, Personalized integrated educational system (PIES), Learning management system (LMS), Functions of technology