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Articles 151 - 180 of 3725
Full-Text Articles in Instructional Media Design
Chatgpt As A Boundary Object Between In-School And Out-Of-School Mathematical Practices: The Case Of Numeracy Practices, Murad E. Jurdak
Chatgpt As A Boundary Object Between In-School And Out-Of-School Mathematical Practices: The Case Of Numeracy Practices, Murad E. Jurdak
Journal of Humanistic Mathematics
This article explores the theoretical basis and practical potential of ChatGPT in bridging the gap between school-based and out-of-school mathematical practices. Drawing on Cultural Historical Activity Theory and the concept of boundary objects, we highlight how ChatGPT can serve as a boundary object to connect these two domains. Our analysis of ChatGPT-generated lesson plans designed to align with out-of-school practices reveals that the model had the greatest impact on the social and institutional relations component of the numeracy practices framework [6], while their impact was weakest in the values and beliefs component.
See, Anchor, And Frame Math With Coding, Beverly Sanders, Brittany Wall, Debi Alexander, Jessica Shumway
See, Anchor, And Frame Math With Coding, Beverly Sanders, Brittany Wall, Debi Alexander, Jessica Shumway
Publications
In this presentation, we will share our experiences with integrating mathematics and programming in fifth-grade classrooms. We approached this integration with three key features in our lessons: visualization of important math concepts, anchor ideas that cross coding and math, and the framing of content to help students make connections. We will share our exponents, fractions, and geometry lessons and show how we used coding to provide students with meaningful spaces to engage with interactive contexts to broaden their mathematics conceptions.
Efektivitas Full Body Stretching Dan Edukasi Manual Handling Digital Terhadap Keluhan Musculoskeletal Disorders Pekerja Yantek, Nadia Rosalinda, Anita Sulistyorini, Marji Marji, Supriyadi Supriyadi, Tika Dwi Tama
Efektivitas Full Body Stretching Dan Edukasi Manual Handling Digital Terhadap Keluhan Musculoskeletal Disorders Pekerja Yantek, Nadia Rosalinda, Anita Sulistyorini, Marji Marji, Supriyadi Supriyadi, Tika Dwi Tama
National Journal of Occupational Health and Safety
Occupational Diseases (PAK) in the form of pain complaints in the skeletal system that cause the work process are called Musculoskeletal Disorders (MSDs). PT. PLN Yantek workers are at risk of experiencing MSDs complaints because the work is done manually and the work posture is less ergonomic. This study aimed to analyze the effect of implementing full-body stretch and digital-based manual handling education and to assess its effectiveness on MSDs. The study used a quasi-experimental method with a one-group pretest-posttest design involving 26 Yantek workers. The intervention was given at 10 meetings, MSDs complaints were measured using the Nordic Body …
Ethical Considerations In Instructional Design Enhanced By Artificial Intelligence: A Phenomenological Inquiry, Billy Malone
Ethical Considerations In Instructional Design Enhanced By Artificial Intelligence: A Phenomenological Inquiry, Billy Malone
Doctoral Dissertations and Projects
The purpose of this phenomenological study was to understand the ethical considerations that instructional designers faced when integrating artificial intelligence into instructional design for adult learners at various educational institutions. The theory guiding this study was the technological pedagogical content knowledge framework, which offered a thorough method for analyzing how technology, pedagogy, and ethics were integrated into education. The central question for this study asked how instructional designers described their lived experiences and ethical considerations when integrating artificial intelligence into instructional design for adult learners. This study used a hermeneutic phenomenological methodology to improve the understanding of the lived experiences …
Intrusion Detection For Wireless Sensor Network Using Particle Swarm Optimization Based Explainable Ensemble Machine Learning Approach, Shaikh Afnan Birahim, Avijit Paul, Fahmida Rahman, Yamina Islam, Tonmoy Roy, Mohammad Asif Hasan, Fariha Haque, Muhammad E. H. Chowdhury
Intrusion Detection For Wireless Sensor Network Using Particle Swarm Optimization Based Explainable Ensemble Machine Learning Approach, Shaikh Afnan Birahim, Avijit Paul, Fahmida Rahman, Yamina Islam, Tonmoy Roy, Mohammad Asif Hasan, Fariha Haque, Muhammad E. H. Chowdhury
Instructional Technology and Learning Sciences Faculty Publications
Wireless Sensor Networks (WSN) play a pivotal role in various domains, including monitoring, security, and data transmission. However, their susceptibility to intrusions poses a significant challenge. This paper proposes a novel Intrusion Detection System (IDS) leveraging Particle Swarm Optimization (PSO) and an ensemble machine learning approach combining Random Forest (RF), Decision Tree (DT), and K-Nearest Neighbors (KNN) models to enhance the accuracy and reliability of intrusion detection in WSNs. The system addresses key challenges such as the imbalanced nature of datasets and the evolving complexity of network attacks. By incorporating Synthetic Minority Oversampling Technique Tomek (SMOTE-Tomek) techniques to balance the …
Ally With Ai: An Icebreaker To Unlock Career Aspirations For Online Or Hybrid Organizational Behavior Cohorts, Jyro B. Triviño
Ally With Ai: An Icebreaker To Unlock Career Aspirations For Online Or Hybrid Organizational Behavior Cohorts, Jyro B. Triviño
Leadership and Strategy Faculty Publications
Modern organizational behavior classroom, which are increasing in size, diversity, and complexity, are shifting to online and hybrid learning environments, challenging the use of traditional icebreaker activities. This paper introduces a 15-minute icebreaker designed to address these issues while integrating the principles of Kolb's experiential learning theory and fostering social capital through peerr engagement in an online setting. By leveraging the availability of generative AI, students prompt a template code to unlock their career aspirations and stimulate social connections among their classmates. This provides an innovative teaching model for meeting the foundational icebreaker goal while serving a suitable tool for …
Designing A Tpack-Based Mobile Learning Model For Biology Education Using Nominal Group Techniques, Cik Jamaliah Abd Manaf, Shakinaz Desa, Muhammad Ikhwan Mat Saad, Helen Crompton
Designing A Tpack-Based Mobile Learning Model For Biology Education Using Nominal Group Techniques, Cik Jamaliah Abd Manaf, Shakinaz Desa, Muhammad Ikhwan Mat Saad, Helen Crompton
STEMPS Faculty Publications
Mobile learning (m-learning) enhances STEM education, particularly in biology, by supporting visualization and interaction. However, a structured framework integrating technological, pedagogical, and content knowledge (TPACK) is essential. This study designs a TPACK-based mobile learning model for biology using the Nominal Group Technique (NGT). A workshop with 10 experts identified seven key components and 67 elements, with nine elements rejected due to low consensus. The validated framework will guide model development using Interpretive Structural Modelling (ISM) to enhance critical thinking, collaboration, and digital citizenship, ultimately fostering effective mobile learning environments for biology education.
Vietnamese Efl Lecturers’ Perceptions Of The Role Of Chatgpt In Facilitating Language Acquisition Among Their Students, Thanh Thao Le, Phuong Hoang Yen Dr, Trut Thuy Pham, Ngoc Bao Chau Tran, Thi Thuy Linh Nguyen
Vietnamese Efl Lecturers’ Perceptions Of The Role Of Chatgpt In Facilitating Language Acquisition Among Their Students, Thanh Thao Le, Phuong Hoang Yen Dr, Trut Thuy Pham, Ngoc Bao Chau Tran, Thi Thuy Linh Nguyen
Journal of Educational Technology Development and Exchange (JETDE)
This qualitative study investigates the perceptions of Vietnamese EFL teachers regarding the role of ChatGPT in Second Language Acquisition (SLA). Amidst the growing integration of Artificial Intelligence (AI) in education, this research focuses on understanding how educators at different career stages perceive the effectiveness of ChatGPT in enhancing language learning experiences. Employing semi-structured interviews, the study engaged nine teachers from two educational institutions in Vietnam. Thematic analysis, guided by the Technology Acceptance Model (TAM) and the Constructivist Theory of Learning, revealed multiple roles of ChatGPT in SLA. These include its use as a conversational partner, a tool for immediate feedback, …
Digital Storytelling Across Disciplinary Horizons: A Bibliometric Exploration Through Physics, Mathematics, Chemistry, And Social Sciences, Desmin Davis, Manoj Praveen G, Ashna K
Digital Storytelling Across Disciplinary Horizons: A Bibliometric Exploration Through Physics, Mathematics, Chemistry, And Social Sciences, Desmin Davis, Manoj Praveen G, Ashna K
Journal of Educational Technology Development and Exchange (JETDE)
This study aims to know the key publication trends and patterns in digital storytelling research and to find the most influential papers, authors, journals, funding sponsors, sources, and countries that contributed to digital storytelling research from 2013 to 2023. This was examined through a systematic bibliometric analysis conducted on 508 documents collected from the Scopus database based on particular inclusion and exclusion criteria. Bibliometric patterns were obtained using the VOS viewer software. The findings indicated that the digital storytelling research field is emerging and shows growing interest in this particular field. The increasing citation trend shows its importance across various …
Analyzing Teachers' Perceptions Of Mobile Learning In Senior Secondary Schools: A Frame Model Perspective In Sub-Saharan Africa, Dennis Kealeboga Mabalane Junior
Analyzing Teachers' Perceptions Of Mobile Learning In Senior Secondary Schools: A Frame Model Perspective In Sub-Saharan Africa, Dennis Kealeboga Mabalane Junior
Journal of Educational Technology Development and Exchange (JETDE)
The paper focuses on a systematic review of existing literature regarding the teachers’ perceptions toward mobile learning (mLearning) in public secondary schools across sub-Saharan Africa. It emphasizes that this research synthesizes previously published work rather than presenting original findings. The review identifies significant challenges and opportunities associated with mLearning implementation, particularly in the context of the COVID-19 pandemic, which has accelerated the adoption of mobile technologies in education. Despite the growing body of literature on mLearning trends in sub-Saharan Africa, there remains a notable lack of systematic reviews specifically addressing stakeholder perceptions. This study aims to fill that gap by …
Analysis Of The Scratch Program For Computational Thinking In Schoolchildren In An Educational Institution In Peru: A Network Analysis, Rolando Oscco Solorzano Dr., Leonor Torres Matos Dr, David Aroni Palomino, Miguel Armando Alcca Huisa, Jeanny Helen Ppuño Huaricachi, Delio Merma Saico
Analysis Of The Scratch Program For Computational Thinking In Schoolchildren In An Educational Institution In Peru: A Network Analysis, Rolando Oscco Solorzano Dr., Leonor Torres Matos Dr, David Aroni Palomino, Miguel Armando Alcca Huisa, Jeanny Helen Ppuño Huaricachi, Delio Merma Saico
Journal of Educational Technology Development and Exchange (JETDE)
Abstract: o analyze the relationship between the Scratch program and students’ computational thinking in an educational institution in Peru, relational research guidelines were followed with 384 regular elementary school students aged 6 to 12. The group had a higher percentage of males (52.6%) compared to females (47.4%). Two custom questionnaires were used to measure both variables. The study found that the aesthetic aspects of the Scratch program are the most significant component for developing computational thinking (=3.34; =2.34; =2.47), especially the dimension of computational practices. Limitations include a small sample size for analyzing sociodemographic variables, operationalization of computational thinking dimensions, …
V1804 List Of Reviewers
Journal of Educational Technology Development and Exchange (JETDE)
List of Reviewers
Smart Education Across Academic Disciplines: A Systematic Literature Review, Billy T.M. Wong, Kam Cheong Li, Mengjin Liu
Smart Education Across Academic Disciplines: A Systematic Literature Review, Billy T.M. Wong, Kam Cheong Li, Mengjin Liu
Journal of Educational Technology Development and Exchange (JETDE)
Smart education has been practiced in many academic disciplines. To investigate the relationship between the implementation of smart education and the nature of academic disciplines, this paper presents a systematic review to address the literature gap. The study synthesized 110 journal articles collected from Scopus, which were published between 2010 and 2022 and reported smart education practices in higher education. Academic disciplines involved in the practices were categorized into Hard-Pure, Soft-Pure, Hard-Applied, and Soft-Applied based on the Biglan’s classification. The results illustrated that the practices were implemented mainly at the undergraduate level, and most frequently in the language and computer …
Vol 18(1) Table Of Contents
Journal of Educational Technology Development and Exchange (JETDE)
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Vol 18(2) Table Of Contents
Journal of Educational Technology Development and Exchange (JETDE)
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Vol 18(2) List Of Reviewers
Journal of Educational Technology Development and Exchange (JETDE)
N/A
Enhancing University Students’ Listening Comprehension Using The Toefl Learning English Application (Mall) : A Quantitative Study, Andrian Nuriza Johan, Sri Wuli Fitriati, Januarius Wuli Mujiyanto, Widhiyanto Wuli Widhiyanto
Enhancing University Students’ Listening Comprehension Using The Toefl Learning English Application (Mall) : A Quantitative Study, Andrian Nuriza Johan, Sri Wuli Fitriati, Januarius Wuli Mujiyanto, Widhiyanto Wuli Widhiyanto
Journal of Educational Technology Development and Exchange (JETDE)
This study investigates the effectiveness of the TOEFL Learning English Application in enhancing the listening comprehension skills of English as a Foreign Language (EFL) learners and explores students’ perceptions of its use. A descriptive quantitative design was employed involving 45 English Education students at Universitas Muhammadiyah Purworejo. Pre- and post-tests measured listening comprehension gains, while a questionnaire based on the Technology Acceptance Model assessed student perceptions. Results showed a statistically significant improvement in listening scores, as well as generally positive perceptions regarding the application’s accessibility, usability, and ability to reduce learning anxiety. These findings support using the TOEFL Learning English …
Vol 18 Issue 3 Table Of Contents
Vol 18 Issue 3 Table Of Contents
Journal of Educational Technology Development and Exchange (JETDE)
Table of contents
Leveraging Large Language Models To Create Learner Personas For Training Design, N. Lovett, M. Yang, K. Herman, B. Li, M. Sosonkina, W. Purwanto, P. Jiang, M. H. Wu
Leveraging Large Language Models To Create Learner Personas For Training Design, N. Lovett, M. Yang, K. Herman, B. Li, M. Sosonkina, W. Purwanto, P. Jiang, M. H. Wu
Electrical & Computer Engineering Faculty Publications
This case examines the innovative use of Large Language Models (LLMs) to generate learner personas for developing learner-centered cybersecurity training materials when direct access to initial learner data is not available. The team developed a nine-stage iterative process for creating and refining AI-generated personas to address this constraint, integrating ethical review, stakeholder feedback, and action research principles. The process expanded upon Kouprie and Visser’s (2009) empathic design framework to ensure cultural responsiveness and mitigate potential biases in LLM outputs. Through multiple refinement cycles, initial generic personas evolved into detailed, context-rich archetypes which informed the development of effective and context-responsive training …
Students’ Perceptions Of Higher Education Assessment Practices In The Context Of Artificial Intelligence In Ghana, Michael Owusu Tabiri, Opoku Gyabaah, Ivy Jones-Mensah, Patience Calys-Tagoe
Students’ Perceptions Of Higher Education Assessment Practices In The Context Of Artificial Intelligence In Ghana, Michael Owusu Tabiri, Opoku Gyabaah, Ivy Jones-Mensah, Patience Calys-Tagoe
Journal of Educational Technology Development and Exchange (JETDE)
This study aims to investigate the experiences of university students on the use of artificial intelligence (AI) for assessment in higher education in Ghana. A quantitative survey approach was employed, using an online questionnaire administered to target participants across five public universities. The findings from a final sample size of 509 indicate varying levels of exposure to AI-based tools for assessment, learning, and research. It was found that the majority of the respondents have occasionally (n=218, 42.8%) been assessed using AI-based tools, while very few have very often (n=35, 6.9%) used AI-based tools for assessment as students. It was also …
Designing For Relational Ethics In Online And Blended Learning: Levinas, Buber, And Teaching Interfaith Ethics, Michael Hubbard Mackay, Jason K. Mcdonald, Andrew C. Reed
Designing For Relational Ethics In Online And Blended Learning: Levinas, Buber, And Teaching Interfaith Ethics, Michael Hubbard Mackay, Jason K. Mcdonald, Andrew C. Reed
Faculty Publications
Online and blended learning (OBL) overemphasize the process of creating artifacts, producing strategies, or otherwise utilizing a “making” orientation in education. As an alternative to this making-orientation, we offer a model for relational course design founded in the philosophies of Emmanuel Levinas and Martin Buber. We examine an OBL course design focused on interfaith leadership and ethics that lends itself to the need for relational pedagogy. The focus on asymmetrical and symmetrical relationships that separate Levinas and Buber’s philosophies enable rich ways of designing relational pedagogies and for resisting the making orientation. By focusing on human relationships, we demonstrate design …
Instructional Designer Perspectives On The Pursuit Of Quality In Online Course Design, Jason K. Mcdonald, Stephen C. Yanchar
Instructional Designer Perspectives On The Pursuit Of Quality In Online Course Design, Jason K. Mcdonald, Stephen C. Yanchar
Faculty Publications
In this qualitative study we investigated the experiences of instructional designers as they sought to build quality into online courses. Through semi-structured interviews, we explored what enabled and hindered their pursuit of quality, how they experienced their efforts in this regard, what mattered to them, and complexities that accompanied this pursuit. Our analysis of participant experiences suggested four themes: (1) connections between quality and designers’ ability to act autonomously; (2) connections between quality and collaborative, team-based relationships; (3) ambivalence due to tensions between autonomy and collaboration; and (4) ways of coping with limits on autonomy and collaboration. We conclude our …
Advancing Digital Teaching Literacy: The M-Prae Model For Large-Scale Enhancement Of Primary And Secondary School Teachers, Youru Xie, Wan Xia, Caoyin Li, Yi Qiu
Advancing Digital Teaching Literacy: The M-Prae Model For Large-Scale Enhancement Of Primary And Secondary School Teachers, Youru Xie, Wan Xia, Caoyin Li, Yi Qiu
Journal of Educational Technology Development and Exchange (JETDE)
High-quality teachers are essential to building a strong educational system, with digital teaching literacy being crucial to their professional development. This study, informed by a review of existing research, addressed the need for enhancing the digital teaching literacy among primary and secondary school teachers. Utilizing the MOOC construction concept (Concept), MOOC teaching content (Content), and MOOC design and development (Development)CCD model and the large-scale capabilities of Massive Open Online Courses (MOOCs), this study developed the M-PRAE model, which encompasses five components: building a MOOC, clarifying improvement problems, supplying digital and non-digital resources, implementing collaborative activities, and conducting multi-dimensional evidence-based evaluations. …
Digital Transformation: The Need For A Sustainable Green Culture In African Higher Education Institutions, Cheryl Akinyi Genga, Sunday Samson Babalola
Digital Transformation: The Need For A Sustainable Green Culture In African Higher Education Institutions, Cheryl Akinyi Genga, Sunday Samson Babalola
Journal of Educational Technology Development and Exchange (JETDE)
Digital transformation (DT) continuously affects individuals and organisations. African Higher Education Institutions (AHEIs) must prioritise robust IT infrastructure to enhance research, modernise teaching, and improve learning experiences in the digital era. Despite policies and programs promoting digital education, AHEIs face challenges in fully implementing DT because of unimplemented policies and the persistent digital divide. DT, driven by technological progress, is crucial for achieving environmental, economic, and social sustainability goals. This includes integrating sustainability into curricula, assessing institutional leaders' commitment to sustainability, and adopting eco-friendly campus practices. Diversity, equity, and inclusion (DEI) are strategic concerns affecting institutional culture, research, teaching, and …
Gender Moderation On Students’ Adoption Of Whatsapp For Learning-Support Communication In Sub-Saharan Africa, Douglas Yeboah, Paul Nyagorme, Brandford Bervell, Godfred Yaw Koi-Akrofi, Awo Esaah Bempong
Gender Moderation On Students’ Adoption Of Whatsapp For Learning-Support Communication In Sub-Saharan Africa, Douglas Yeboah, Paul Nyagorme, Brandford Bervell, Godfred Yaw Koi-Akrofi, Awo Esaah Bempong
Journal of Educational Technology Development and Exchange (JETDE)
Gender moderation in students’ adoption of WhatsApp for supporting distance learning has not been explored. This study applied the Unified Theory of Acceptance and Use of Technology model to analyze the moderation effects of gender on students’ adoption intentions of WhatsApp for learning. Multi-stage sampling techniques were used to obtain 273 participants. Data were collected using structured questionnaire and analyzed using partial least squares structural equation modeling. Results showed that gender significantly moderated the effects of(a) performance expectancy on behavioral intention such that the effect was stronger for males than females, and (b) social influence on behavioral intention such that …
Effectiveness Of Multimodal Communicative Practices In Higher Artistic Education: An Analysis Of Contemporary Approaches, Mariia Tkach, Alla Kozyr, Mykhailo Mymryk, Nadiia Holubytska, Iryna Khomych
Effectiveness Of Multimodal Communicative Practices In Higher Artistic Education: An Analysis Of Contemporary Approaches, Mariia Tkach, Alla Kozyr, Mykhailo Mymryk, Nadiia Holubytska, Iryna Khomych
Journal of Educational Technology Development and Exchange (JETDE)
The relevance of the study is driven by the fact that in today’s world, higher education is increasingly oriented towards interactivity and the utilization of various resources. The aim of this article is to explore various aspects of multimodality and formulate key communicative practices in higher artistic education. Addressing the stated problem is based on theoretical methodology, including methods such as surveys, analytical approaches including historical and hermeneutic analysis, comparative methods, and systematization. Research findings demonstrate that multimodality effectively enriches the learning process, fosters critical thinking, and deepens understanding of subjects. Digital technologies contribute to enhancing students’ technological literacy, preparing …
Vol 18(1) List Of Reviewers
Journal of Educational Technology Development and Exchange (JETDE)
N/A
Assessing Middle School Teachers' Digital Innovation Skills In Bisha Province: A Comprehensive Study, Ahmad Mohammad Aldaleel
Assessing Middle School Teachers' Digital Innovation Skills In Bisha Province: A Comprehensive Study, Ahmad Mohammad Aldaleel
Journal of Educational Technology Development and Exchange (JETDE)
This study aims to assess the digital innovation skills of 400 middle school teachers in the Bisha Province and evaluate their significance in the educational process. The survey reveals that instructors exhibit a high level of technological expertise and proficiency, namely in utilising search engines and databases to locate information. Nevertheless, their proficiency in using artificial intelligence applications in school is deficient. In terms of digital security, instructors are competent at generating strong passwords, but they lack understanding of cybercrimes and prevention solutions. Teachers have exceptional communication and cooperation abilities, emphasising ongoing learning and active involvement in professional development programs. …
Analyzing The Effectiveness Of The Readi System In Helping Non-Native English-Speaking Preschoolers In Sarawak Learn The Alphabet: A Pilot Study., Yen Vee Tan, Julia Ai Cheng Lee, Rehman Ullah Khan, Chwen Jen Chen, Kartini Abdul Ghani, Sarah Flora Samson Juan, Brian Chung Shiong Loh
Analyzing The Effectiveness Of The Readi System In Helping Non-Native English-Speaking Preschoolers In Sarawak Learn The Alphabet: A Pilot Study., Yen Vee Tan, Julia Ai Cheng Lee, Rehman Ullah Khan, Chwen Jen Chen, Kartini Abdul Ghani, Sarah Flora Samson Juan, Brian Chung Shiong Loh
Journal of Educational Technology Development and Exchange (JETDE)
In Sarawak, Malaysia, many children come from multicultural backgrounds and are predominantly non-native English speakers making preschool education essential for developing early literacy skills in English. However, high teacher-child ratios can impede effective learning. The READi system—a module-based, multisensory, web-based early literacy intervention—was introduced as a supplementary classroom tool to address this challenge. This pilot study specifically evaluated the effectiveness of the "Alphabet Adventure" module within the READi system on enhancing alphabet knowledge, with a focus on letter recognition and letter name knowledge. The research design employed a pretest-posttest control group approach grounded in the positivist paradigm. [YT1] Participants were …
An Analysis Of The Status Of Ict Integration In Tanzanian Teacher Colleges Based On The Samr Model, Renatus Makolo, Fredrick Ishengoma, Deo Shao
An Analysis Of The Status Of Ict Integration In Tanzanian Teacher Colleges Based On The Samr Model, Renatus Makolo, Fredrick Ishengoma, Deo Shao
Journal of Educational Technology Development and Exchange (JETDE)
The preparation of competent teachers to apply information and communication technology (ICT) in teaching depends on how a student teacher interacts with ICT at their teacher’s college (TC). Tutors require instructional strategies that engage student teachers in the use of ICTs. The study employed the substitution, augmentation, modification, and redefinition (SAMR) model to evaluate the status of tutors’ ICT integration methods. A researcher collected data from 320 tutors across ten teachers’ colleges TCs. SPSS analyzed the results quantitatively through multiple linear regressions, tables, and charts. The results show that tutors integrate ICT at a low level (substitution and augmentation). The …