Using adaptive learning technologies to personalize instruction to student interests: The impact of relevant contexts on performance and learning outcomes

Cited by (322)

Items 101–200 of 322

1. Digital Methods to Promote Inclusive and Effective Learning in Schools: A Mixed Methods Research Study
   Aleksandra Stalmach, Paola D’Elia, Sergio Di Sano, Gino Casale · 2024 · Open Education Studies
2. Learning Satisfaction in Virtual Reality: The Role of Persuasive Design
   Isaac Wiafe, Akon Obu Ekpezu, Gifty Oforiwaa Gyamera, Fiifi Baffoe Payin Winful, Elikem Doe Atsakpo, Charles Nutrokpor, Stephen R. Gulliver · 2024 · International Journal of Human-Computer Interaction
3. “I just think it is the way of the future”: Teachers' use of ChatGPT to develop motivationally-supportive math lessons
   Teomara A. Rutherford, Andrew Rodrigues, Santiago Duque-Baird, Sotheara Veng, Rosa Mykyta‐Chomsky, Yiqin Cao, Kristin Chisholm, Ekaterina Bergwall · 2025 · Computers and Education Artificial Intelligence
4. A Novel Adaptive Framework for Immersive Learning Using VR in Education
   D Sudharson, Reena Malik, Rithish Ramamoorthy Sathya, V. Vaishali, S. Balavedhaa, S. Gautham · 2024
5. Data analytics in education: are schools on the long and winding road?
   Mara Soncin, Marta Cannistrà · 2021 · Qualitative Research in Accounting & Management
6. Spreadsheets in Secondary School Statistics Education: Using Authentic Data for Computational Thinking
   Sylvia Patricia van Borkulo, Christos Chytas, Paul H. M. Drijvers, Erik Barendsen, Jos Tolboom · 2023 · Digital Experiences in Mathematics Education
7. Choice-based Personalization in MOOCs: Impact on Activity and Perceived Value
   Ilana Ram, Sara Harris, Ido Roll · 2023 · International Journal of Artificial Intelligence in Education
8. Technology-Enhanced Learning: A Learning Sciences Perspective
   Eleni Α. Kyza · 2023 · Springer eBooks
9. Informing the Implementation of Personalized Learning in the Middle Grades through a School-Wide Genius Hour
   Life LeGeros, Penny A. Bishop, Steven Netcoh, John M. Downes · 2021 · RMLE Online
10. Generative AI for Personalized Learning Content Creation
    Rohit Yadav, Geshwaree Huzooree, Mohit Yadav, Damith Sanjaya Kumara Gangodawilage · 2025 · Advances in computational intelligence and robotics book series
11. Personal Learning Environments and Personalized Learning in the Education Field: Challenges and Future Trends
    Yunfeng Zhang, Xiaoshu Xu, Menglin Zhang, Na Cai, Vivian Ngan-Lin Lei · 2023 · Lecture notes in educational technology
12. Making CS Inclusive: An Overview of Efforts to Expand and Diversify CS Education
    Karen Aguar, Hamid Reza Arabnia, Juan B. Gutiérrez, Walter D. Potter, Thiab R. Taha · 2016 · International Conference on Computational Science and Computational Intelligence (CSCI)
13. Introducing the Concept of Consonance-Disconsonance of Best Practice: A Focus on the Development of ‘Student Profiling’
    Huy Phuong Phan, Bing Hiong Ngu · 2021 · Frontiers in Psychology
14. A Meta‐Analysis of Moderators of the Effects of Technology‐Enhanced Adaptive Learning on Primary and Secondary Students' Learning Outcomes
    Jingxian Wang, Dineke E.H. Tigelaar, Tong Ye, Wilfried Admiraal · 2025 · Journal of Computer Assisted Learning
15. Developing an adaptive learning platform based on artificial intelligence (AI) to personalize the learning experience
    Tran Quang Thuan, Nguyen Van De, Nguyễn Văn Toại · 2024 · International Journal of Management and Organizational Research
16. A process perspective on research and design issues in educational personalization
    Elizabeth Brott Beese · 2019 · Theory and Research in Education
17. Computer-Based Instruction (CBI) Within Special Education
    Kirsten R. Butcher, J. Matt Jameson · 2016 · Elsevier eBooks
18. Does it matter how Molly does it? Person-presentation of strategies and transfer in mathematics
    Anne E. Riggs, Martha Wagner Alibali, Charles W. Kalish · 2017 · Contemporary Educational Psychology
19. The Effect of Using Real-Object Media on the Students’ Interest in Cost Estimation Learning
    Nathanael Sitanggang, Putri Lynna A. Luthan, Kemala Jeumpa, Hongbo Ma · 2019 · Jurnal Pendidikan Teknologi dan Kejuruan
20. Poultry in the classroom: effectiveness of an online poultry-science-based education program for high school STEM instruction
    MaryGrace Erickson, Marisa A. Erasmus, Darrin M. Karcher, Neil A. Knobloch, Elizabeth Karcher · 2019 · Poultry Science
21. Ethical Use of Artificial Intelligence Applications in Early Childhood Education
    Adem Yılmaz, Mahmut Nacar, Gülşah Uysal · 2024 · Özgür Yayınları eBooks
22. Exploring K-12 Physical Education Teachers’ Perspectives on Opportunities and Challenges of AI Integration through Ideation Workshops
    Dakyeom Ahn, Hajin Lim · 2025 · CHI Conference on Human Factors in Computing Systems
23. Integrating Artificial Intelligence in Education: Advancing Personalized Learning Within Ethical Frameworks: An Overview
    Sachin Gupta, Pragya Sharma, Krishna Reddy Vajrala, Ambreen Fatima, Neetu Sharma · 2025 · EthAIca
24. Connecting Learning in Higher Education to Students' Career and Personal Interests
    Taylor Kirkpatrick Darwin, Candace Walkington, Tiffini Pruitt-Britton · 2022 · Advances in higher education and professional development book series
25. Adaptive Intelligence Revolutionizing Learning and Sustainability in Higher Education
    Bianca Ifeoma Chigbu, Ikechukwu Umejesi, Sicelo Leonard Makapela · 2024 · Advances in higher education and professional development book series
26. Establishing a Student-Centered Environment to Support All Learners
    James D. Basham, Skip Stahl, Tracey Hall, Richard Allen Carter · 2017 · Advances in educational technologies and instructional design book series
27. MAGAM: A Multi-Aspect Generic Adaptation Model for Learning Environments
    Baptiste Monterrat, Amel Yessad, François Bouchet, Élise Lavoué, Vanda Luengo · 2017 · Lecture notes in computer science
28. Personal Analytics Explorations to Support Youth Learning
    Victor R. Lee · 2018 · Advances in educational technologies and instructional design book series
29. Examining Science Teachers’ Conceptions of Student Interest as a Consideration in Designing Assessments
    William R. Penuel, Keelin O’Connor, Anna‐Ruth Allen, Jennifer Jacobs, Abraham S. Lo · 2024 · Journal of Science Teacher Education
30. Personalizing Educational Responses with LLMs: The Influence of Knowledge, Interests, and Preferences
    Yong Zheng, Xiaosong Lu, Xintong Yu, Vinay Kambhampati · 2025 · Conference on Information Technology Education
31. Außerschulische Interessen als Ressource für die individualisierte Vermittlung der Variablenkontrollstrategie in der Grundschule
    Ann-Kathrin Laufs, Sebastian Kempert · 2021 · Unterrichtswissenschaft
32. Personalized Learning via Gamified Virtual Environments: Exploring Insights and Impact
    Panagiotis Strousopoulos, Christos Troussas · 2024 · International Workshop on Semantic and Social Media Adaptation and Personalization (SMAP)
33. Modern Digital and Technological Educational Methods
    Angelos I. Stoumpos, Rodanthi I. Stoumpou · 2025 · Trends in Higher Education
34. From Uncertainty to Self-Efficacy-Perspectives of Pre-Service Teacher’s on Their Practical Experience during the ‘Corona Year’
    2022 · European Journal of Contemporary Education
35. Perspectives de l'OCDE sur l'éducation numérique 2021
    OCDE · 2022 · Digital education outlook
36. Enriching Online Education through Differentiated Learning
    Matthew Montebello, Petrilson Alan Pinheiro, Bill Cope, Mary Kalantzis, Samaa Haniya, Anastasia Olga Tzirides, Tabassum Amina, Duane Searsmith · 2018 · International Conference on Higher Education Advances (HEAd)
37. Adaptive learning in bionics: transforming science education
    Nadine Honke, S. Becker · 2025 · Frontiers in Education
38. The Efficiency of Teacher-Driven Context Personalization in Mathematics with Large Language Models
    Candace Walkington, Theodora Beauchamp, Andrew Lan, Tiffini Pruitt-Britton · 2025 · Lecture notes in computer science
39. Personalizing financial literacy learning for children through GenAI and agentic design: A game-based experiment
    G. M. Santos, R. M. da Silva Julia, Marcelo Zanchetta Do Nascimento · 2026 · Expert systems with applications
40. Mathematics teachers using generative AI to pose math problems related to students’ interests
    Candace Walkington, Theodora Beauchamp, Tiffini Pruitt-Britton, Mingyu Feng · 2026 · Journal of Mathematics Teacher Education
41. Taking notes as a strategy for solving reality-based tasks in mathematics
    Lisa-Marie Wienecke, Dominik Leiß, Timo Ehmke · 2023 · International Electronic Journal of Mathematics Education
42. The impact of modern technology on student learning outcomes
    Jiawen Wang · 2024 · Routledge eBooks
43. Generative AI Ethical Conundrum
    Basirat Olubukola Diyaolu, Oluwabunmi Dorcas Bakare-Fatungase, Khadijat Dayo Ajayi · 2024 · Advances in library and information science (ALIS) book series
44. Analyzing AI-based educational platforms for supporting personalized mathematics learning
    Mi Kyung Cho, Seyoung Kim · 2025 · International Electronic Journal of Mathematics Education
45. Personalizing mathematical content in educational applets repository: human teacher versus machine-based considerations
    Anat Cohen, Orit Ezra, Arnon Hershkovitz, Odelia Tzayada, Michal Tabach, Ben B. Levy, Avi Segal, Kobi Gal · 2021 · Educational Technology Research and Development
46. Situational interest of students with autism spectrum disorder using context personalization in physical education
    Claudia Verret, Cédric Roure, Cassandre Ouellet, Line Massé, Johanne Grenier, Geneviève Bergeron · 2022 · European Journal of Adapted Physical Activity
47. Interpretable Math Word Problem Solution Generation via Step-by-step Planning
    Mengxue Zhang, Zichao Wang, Zhichao Yang, Weiqi Feng, Andrew Lan · 2023 · Proceedings of the conference - Association for Computational Linguistics. Meeting
48. Math Word Problem Generation via Disentangled Memory Retrieval
    Wei Qin, Xiaowei Wang, Zhenzhen Hu, Lei Wang, Yunshi Lan, Richang Hong · 2024 · ACM Transactions on Knowledge Discovery from Data
49. Differential cognitive correlates in processing symbolic and situational mathematics
    Jiaxin Cui, Fan Yang, Yuanyi Peng, Saisai Wang, Xinlin Zhou · 2024 · Infant and Child Development
50. A Personalized GIFT: Recommendations for Authoring Personalization in the Generalized Intelligent Framework for Tutoring
    Anne M. Sinatra · 2015 · Lecture notes in computer science
51. Automated Identification and Validation of the Optimal Number of Knowledge Profiles in Student Response Data
    Bradley P. Din, Tanya Nazaretsky, Yael Feldman-Maggor, Giora Alexandron · 2023
52. The Impacts of Adaptive Learning Technologies on K-12 Teachers’ Sense of Autonomy, Competence, and Relatedness with Their Students
    Riddhi A Divanji, Samantha W. Bindman, Mikka Hoffman, Lisa Casteneda · 2025 · ACM International Conference on Interaction Design and Children (IDC)
53. AI adoption and student success among EFL learners: examining the effects of peer support and motivation on well-being
    Shamim Akhter, Musart Shaheen · 2026 · Frontiers in Psychology
54. Integrating Student Response Technology into a Large Undergraduate Course: Students’ Perceptions of their Motivations and Feedback
    Scott Matteson, Michael M. Grant · 2024 · TechTrends
55. Achievement vs. engagement: Providing support in socially disadvantaged schools
    Jana Obrovská, Martin Majcík, Jaroslava Simonová · 2024 · British Educational Research Journal
56. Effects of personalized approach on fourth-grade students’ academic performance in project-based learning
    Lin, Lin, Zhang, Huilun, Dong, Yuqi, Lin, Zhuonan, Ma, Yaqin, Wang, Jun · 2025 · International Journal of Educational Research
57. Fostering Personalized Learning and Achieving Equity in Education
    R. Swadhi, R. Swadhi, K. Gayathri, V. Selvalakshmi, A. UmaDevi · 2025 · Advances in computational intelligence and robotics book series
58. The Effects of Self-Reference and Context Personalization on Task Performance during Adaptive Instruction
    Anne M. Sinatra, Robert A. Sottilare, Valerie K. Sims · 2016 · Proceedings of the Human Factors and Ergonomics Society Annual Meeting
59. Reviving Computer Science Education through Adaptive, Interest-Based Learning
    Karen Aguar, Saeid Safaei, Hamid Reza Arabnia, Juan B. Gutiérrez, Walter D. Potter, Thiab R. Taha · 2017 · International Conference on Computational Science and Computational Intelligence (CSCI)
60. Instruction Modeling
    George A. Khachatryan · 2020
61. Effects of affiliation-, achievement-, and power-related topics in mathematical word problems on students’ performance, task-related values, and expectancies
    Bettina Scheidemann, Hedwig Gasteiger, Rosa Maria Puca · 2022 · PLoS ONE
62. Learners’ Satisfaction with Adaptive Learning Systems
    Seo Hong Lim, Lyndon Lim, Rebekah Wei Ying Lim · 2023 · Educational Innovations and Emerging Technologies
63. Quality Teaching in Large University Classes: Designing Online Collaboration among Learners for Deep Understanding
    Nan Yang · 2015 · Unitn-eprints PhD (University of Trento)
64. Supremely Explainable Artificial Intelligence (XAI) in Education 5.0: Articulating Constructive Alignment in Teaching Learning Practices
    Bhupinder Singh, Christian Kaunert · 2024 · Information systems engineering and management
65. AI in Professional Development for Language Teachers
    Mohammad Badruddoza Talukder, Mst. Khadijatul Kobra, Sanjeev Kumar · 2025 · Advances in computational intelligence and robotics book series
66. Establishing Cognitive Item Models for Fair and Theory-Grounded Automatic Item Generation: A Large-Scale Assessment Study with Image-Based Math Items
    Philipp Sonnleitner, Steve Bernard, Michael Andreas Michels, Pamela Isabel Inostroza Fernandez, Ulrich Keller, Mark J. Gierl, Pedro Cardoso-Leite, Caroline Hornung · 2025 · Applied Measurement in Education
67. An AI-Driven Personalized Recommendation System for Simulation-Based Digital Media Art Education
    Yadong Wang · 2025 · International Journal of Gaming and Computer-Mediated Simulations
68. Conditions for Effective Learning Without Upfront Instruction: How Practice with Feedback Supports Memory, Generalization, Motivation, and Metacognition
    Michael W. Asher, Paulo F. Carvalho · 2026 · Educational Psychology Review
69. The Impact of Interest in Learning on the Use of Time to Study Physics Online
    Abdul Halim, Yusrizal Yusrizal, Lilia Halim · 2022 · Jurnal Penelitian Pendidikan IPA
70. Posing mathematics problems about STEM careers: problem quality, scaffolds, and problem solving
    Candace Walkington, Matthew L. Bernacki, Min Wang, Brooke Istas, Meghan J. Greene · 2022 · International Journal of Mathematical Education in Science and Technology
71. Investigating the effects of a utility value manipulation on attention: combining self-report and neuronal measures
    Franziska Baier‐Mosch, Nathalie John, Sebastian Peter Korinth, Mareike Kunter · 2024 · Motivation and Emotion
72. PESS: Progress Enhancing Student Support
    Nisha Thorakkattu Madathil, Winner Abula, Shooq Alaboolan, Maryam Almadhaani, Saed Alrabaee · 2023 · International Conference on Smart Applications, Communications and Networking (SmartNets)
73. Perceptions of Malaysian University Mathematics Instructors of the Challenges they Face in Implementing Effective Distance Learning
    Nurul Faqihah Mohd Zin, Muhammad Sofwan Mahmud · 2024 · International Journal of Learning Teaching and Educational Research
74. Girls’ Reluctance and Intersectional Identities in STEM-Rich Makerspaces
    Priyanka Parekh · 2024 · Education Sciences
75. Similarity or stereotypes? An investigation of how exemplar gender guides children's math learning
    Anne E. Riggs, Antonya Marie Gonzalez · 2024 · Developmental Science
76. Personalized Learning with AI, Eye-Tracking Studies and Precision Education
    Myint Swe Khine · 2024 · Springer eBooks
77. Toward "Hyper-Personalized" Cognitive Tutors: Non-Cognitive Personalization in the Generalized Intelligent Framework for Tutoring.
    Stephen E. Fancsali, STEVE RITTER, John C. Stamper, Tristan M. Nixon · 2013
78. Considerations on Interdisciplinary Instruction and Design Influenced by Adaptive Learning. A Case Study Involving Biology, Computer Science, Mathematics, and Statistics
    Karen Aguar, Charles C. Sanchez, Diego Boada Beltran, Saeid Safaei, Mehdi Assefi, Arnold, Jonathan, Pedro R. Portes, Hamid Reza Arabnia, Juan B. Gutiérrez · 2017 · arXiv (Cornell University)
79. Connecting mathematics and sports in informal learning spaces
    Erin E. Turner, Sanlyn R. Buxner, Seneca Miller, Christina L. Baze, Ricardo Valerdi · 2024 · Frontiers in Education
80. Personalized Learning Through AI on the Power of Tailored Education
    A. Prabhu Chakkaravarthy, Dhanalakshmi Jaganathan, D. Praveena Anjelin, C. Shieh, Mong‐Fong Horng · 2025 · Advances in computational intelligence and robotics book series
81. Impact of Major Switching on Academic Performance: A Structural Equation Modeling Approach in Higher Education
    Rongxin Zhang, Wenjin Hong, Siyu Sun · 2025 · SAGE Open
82. AI-driven gamification and inclusive learning outcomes in higher education institutions: a structural equation modeling approach
    Prashanth Beleya, Neerupa Chauhan, K. P. Jaheer Mukthar, K. Vinodha Devi, Kabaly P. Subramanian, Maksud A. Madraswale · 2026 · Frontiers in Computer Science
83. Evaluation of organizational infrastructure affecting the use of E-learning
    Golnoosh Mirsaidi, Mohammad Naghi Imani, Fattah Nazem · 2016 · فصلنامه مدیریت پرستاری
84. Quantifying elementary teachers’ foreknowledge about their students
    Quentin Charles Sedlacek, Lisel Alice Murdock‐Perriera · 2023 · Social Psychology of Education
85. Research on Adaptive English Teaching Mode with ChatGPT and VR Technologies
    Yuhang Li · 2023 · Curriculum and Teaching Methodology
86. Adaptive Learning for Standardised Test Preparation
    Muneeb Shafique, Anosha Fatima Fazli, Laiba Qureshi, Waqar Saleem · 2023 · International Multi-Topic Conference
87. Student Perceptions of Adaptive Learning Modules for General Chemistry
    Angelo Cinque, Jennifer Miller, Tamra Legron-Rodriguez, James R. Paradiso, Nicole Lapeyrouse · 2024 · Lecture notes in computer science
88. Designing for learning across disciplines: leveraging graphs to improve knowledge integration in science
    Phillip A. Boda, Shruti Bathia, Libby F. Gerard, Marcia C. Linn · 2024 · Instructional Science
89. Enhancing Online Teaching Methods Through Leadership Innovations
    Manjari Sharma, Sharad Gupta · 2024 · Scientific Bulletin
90. Technology-Enhanced Learning: A Learning Sciences Perspective
    Eleni Α. Kyza · 2017 · Springer eBooks
91. Interrelationships Between Psychosocial, Motivational, and Psychological Processes for Effective Learning: A Structural Equation Modeling Study
    Huy Phuong Phan, Bing Hiong Ngu · 2021 · Frontiers in Psychology
92. Contextualized Instruction in Data Science and its Effect on Transfer of Learning.
    Tomohiro Nagashima · 2018
93. A Model to improve the Quality of E-Learning in Farhangian University of Khuzestan
    Morid Niazi, Morteza Bakhtiarvand · 2020 · Randwick International of Education and Linguistics Science Journal
94. In transition: Supporting competency attainment in Black and Latinx students
    Eric L. Richardson, Daniel Fisher, Dawn M. Oetjen, Reid M. Oetjen, Jean Gordon, Sheri Anderson Conklin, Emily Knowles · 2021 · The Journal of Competency-Based Education
95. Inland adult and child interest in the ocean
    Carrie E. Schuman, Kathryn A. Stofer, Lisa Anthony, Hannah Neff, Nikita Soni, Alice Darrow, Peter Chang · 2021 · International Journal of Science Education Part B
96. The Digital Divide in Language and Literacy Education
    Tamara Powell Tate, Mark Warschauer · 2017
97. System Design and Architecture of an Online, Adaptive, and Personalized Learning Platform
    Cole J. Shaw · 2013 · DSpace@MIT (Massachusetts Institute of Technology)
98. The Impact of Learning Technologies on Higher Education
    Christopher S. Pentoney, Diane F. Halpern, Heather A. Butler · 2015 · Emerging Trends in the Social and Behavioral Sciences
99. NovaNET's Effect on the Reading Achievement of At-Risk Middle School Students
    Alice Harris Jackson · 2016 · ScholarWorks (Walden University)
100. Turning Toward Students
     Alison G. Dover, Brian D. Schultz · 2018