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Original Articles

How Software Technologies Can Improve Research on Learning and Bolster School Reform

Pages 5-17 | Published online: 08 Jun 2010

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (7)

Negin Mirriahi, Srećko Joksimović, Dragan Gašević & Shane Dawson. (2018) Effects of instructional conditions and experience on student reflection: a video annotation study. Higher Education Research & Development 37:6, pages 1245-1259.
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Dragan Gašević, Vitomir Kovanović & Srećko Joksimović. (2017) Piecing the learning analytics puzzle: a consolidated model of a field of research and practice. Learning: Research and Practice 3:1, pages 63-78.
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Bill Cope & Mary Kalantzis. (2015) Interpreting Evidence-of-Learning: Educational research in the era of big data. Open Review of Educational Research 2:1, pages 218-239.
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Chia-Wen Tsai, Tsang-Hsiung Lee & Pei-Di Shen. (2013) Developing long-term computing skills among low-achieving students via web-enabled problem-based learning and self-regulated learning. Innovations in Education and Teaching International 50:2, pages 121-132.
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PHILIPH. WINNE. (2010) Improving Measurements of Self-Regulated Learning. Educational Psychologist 45:4, pages 267-276.
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DEANNA KUHN. (2007) Is Direct Instruction an Answer to the Right Question?. Educational Psychologist 42:2, pages 109-113.
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Articles from other publishers (84)

Ali Darvishi, Hassan Khosravi, Shazia Sadiq, Dragan Gašević & George Siemens. (2023) Impact of AI assistance on student agency. Computers & Education, pages 104967.
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Shadi Esnaashari, Lesley A. Gardner, Tiru S. Arthanari & Michael Rehm. (2023) Unfolding self‐regulated learning profiles of students: A longitudinal study. Journal of Computer Assisted Learning 39:4, pages 1116-1131.
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Tongguang Li, Jionghao Lin, Sehrish Iqbal, Zachari Swiecki, Yi-Shan Tsai, Yizhou Fan & Dragan Gašević. 2023. Advances in Quantitative Ethnography. Advances in Quantitative Ethnography 3 17 .
Dragan Gašević, Samuel Greiff & David Williamson Shaffer. (2022) Towards strengthening links between learning analytics and assessment: Challenges and potentials of a promising new bond. Computers in Human Behavior 134, pages 107304.
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Yuling Hsu & Sheng-Kuei Hsu. (2022) Exploring the Learning Indicators for Grasping the Learning Processes in a Computer-Based Simulation Learning Environment. Exploring the Learning Indicators for Grasping the Learning Processes in a Computer-Based Simulation Learning Environment.
Mingyan Zhang, Xu Du, Kerry Rice, Jui-Long Hung & Hao Li. (2021) Revealing at-risk learning patterns and corresponding self-regulated strategies via LSTM encoder and time-series clustering. Information Discovery and Delivery 50:2, pages 206-216.
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Namrata Srivastava, Yizhou Fan, Mladen Rakovic, Shaveen Singh, Jelena Jovanovic, Joep van der Graaf, Lyn Lim, Surya Surendrannair, Jonathan Kilgour, Inge Molenaar, Maria Bannert, Johanna Moore & Dragan Gasevic. (2022) Effects of Internal and External Conditions on Strategies of Self-regulated Learning: A Learning Analytics Study. Effects of Internal and External Conditions on Strategies of Self-regulated Learning: A Learning Analytics Study.
Hatim Lahza, Hassan Khosravi, Gianluca Demartini & Dragan Gasevic. (2022) Effects of Technological Interventions for Self-regulation: A Control Experiment in Learnersourcing. Effects of Technological Interventions for Self-regulation: A Control Experiment in Learnersourcing.
Yizhou Fan, Jelena Jovanović, John Saint, Yuhang Jiang, Qiong Wang & Dragan Gašević. (2022) Revealing the regulation of learning strategies of MOOC retakers: A learning analytic study. Computers & Education 178, pages 104404.
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Lina Markauskaite, Rebecca Marrone, Oleksandra Poquet, Simon Knight, Roberto Martinez-Maldonado, Sarah Howard, Jo Tondeur, Maarten De Laat, Simon Buckingham Shum, Dragan Gašević & George Siemens. (2022) Rethinking the entwinement between artificial intelligence and human learning: What capabilities do learners need for a world with AI?. Computers and Education: Artificial Intelligence 3, pages 100056.
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Yizhou Fan, Wannisa Matcha, Nora’ayu Ahmad Uzir, Qiong Wang & Dragan Gašević. (2021) Learning Analytics to Reveal Links Between Learning Design and Self-Regulated Learning. International Journal of Artificial Intelligence in Education 31:4, pages 980-1021.
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Jia Li & Yuhong Jiang. (2021) The Research Trend of Big Data in Education and the Impact of Teacher Psychology on Educational Development During COVID-19: A Systematic Review and Future Perspective. Frontiers in Psychology 12.
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Leonardo Madariaga, Miguel Nussbaum, Iván Gutiérrez, Camila Barahona & Alejandra Meneses. (2021) Assessment of user experience in video-based learning environments: From design guidelines to final product. Computers & Education 167, pages 104176.
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Joep van der Graaf, Lyn Lim, Yizhou Fan, Jonathan Kilgour, Johanna Moore, Maria Bannert, Dragan Gasevic & Inge Molenaar. (2021) Do Instrumentation Tools Capture Self-Regulated Learning?. Do Instrumentation Tools Capture Self-Regulated Learning?.
Lisa-Angelique Lim, Sheridan Gentili, Abelardo Pardo, Vitomir Kovanović, Alexander Whitelock-Wainwright, Dragan Gašević & Shane Dawson. (2021) What changes, and for whom? A study of the impact of learning analytics-based process feedback in a large course. Learning and Instruction 72, pages 101202.
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John Saint, Alexander Whitelock-Wainwright, Dragan Gasevic & Abelardo Pardo. (2020) Trace-SRL: A Framework for Analysis of Microlevel Processes of Self-Regulated Learning From Trace Data. IEEE Transactions on Learning Technologies 13:4, pages 861-877.
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Wannisa Matcha, Noraayu Ahmad Uzir, Dragan Gasevic & Abelardo Pardo. (2020) A Systematic Review of Empirical Studies on Learning Analytics Dashboards: A Self-Regulated Learning Perspective. IEEE Transactions on Learning Technologies 13:2, pages 226-245.
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Alexander Whitelock-Wainwright, Nathan Laan, Dunwei Wen & Dragan Gašević. (2020) Exploring student information problem solving behaviour using fine-grained concept map and search tool data. Computers & Education 145, pages 103731.
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Katerina Mangaroska & Michail Giannakos. (2019) Learning Analytics for Learning Design: A Systematic Literature Review of Analytics-Driven Design to Enhance Learning. IEEE Transactions on Learning Technologies 12:4, pages 516-534.
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Sandra Robinson. (2019) A platform approach to experiential learningUne approche de l’apprentissage expérientiel par les plateformes. Cultures des données et développement des compétences techniques. Netcom:33-1/2, pages 101-124.
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Abelardo Pardo, Dragan Gasevic, Jelena Jovanovic, Shane Dawson & Negin Mirriahi. (2019) Exploring Student Interactions With Preparation Activities in a Flipped Classroom Experience. IEEE Transactions on Learning Technologies 12:3, pages 333-346.
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Jelena Jovanovic, Negin Mirriahi, Dragan Gašević, Shane Dawson & Abelardo Pardo. (2019) Predictive power of regularity of pre-class activities in a flipped classroom. Computers & Education 134, pages 156-168.
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Varshita Sher, Marek Hatala & Dragan Gašević. (2019) On multi-device use. On multi-device use.
Wannisa Matcha, Dragan GaševićNora'Ayu Ahmad Uzir, Jelena Jovanović & Abelardo Pardo. (2019) Analytics of Learning Strategies. Analytics of Learning Strategies.
Philip H. Winne & Zahia Marzouk. 2019. The Cambridge Handbook of Cognition and Education. The Cambridge Handbook of Cognition and Education 696 715 .
Ed Fincham, Dragan Gasevic, Jelena Jovanovic & Abelardo Pardo. (2019) From Study Tactics to Learning Strategies: An Analytical Method for Extracting Interpretable Representations. IEEE Transactions on Learning Technologies 12:1, pages 59-72.
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Vitomir Kovanović, Srećko Joksimović, Oleksandra Poquet, Thieme Hennis, Pieter de Vries, Marek Hatala, Shane Dawson, George Siemens & Dragan Gašević. (2019) Examining communities of inquiry in Massive Open Online Courses: The role of study strategies. The Internet and Higher Education 40, pages 20-43.
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Philip H. Winne. 2019. Contemporary Technologies in Education. Contemporary Technologies in Education 145 162 .
Ana Isabel Hibert. 2019. Transforming Learning with Meaningful Technologies. Transforming Learning with Meaningful Technologies 199 212 .
Jorge Maldonado-Mahauad, Mar Pérez-Sanagustín, René F. Kizilcec, Nicolás Morales & Jorge Munoz-Gama. (2018) Mining theory-based patterns from Big data: Identifying self-regulated learning strategies in Massive Open Online Courses. Computers in Human Behavior 80, pages 179-196.
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Shadi Esnaashari, Lesley Gardner & Michael Rehm. 2018. Artificial Intelligence in Education. Artificial Intelligence in Education 84 88 .
Pratya Nuankaew, Wongpanya Nuankaew, Kanakarn Phanniphong & Sittichai Bussaman. 2018. Teaching and Learning in a Digital World. Teaching and Learning in a Digital World 400 412 .
Philip H. Winne. (2017) The Trajectory of Scholarship about Self-Regulated Learning. Teachers College Record: The Voice of Scholarship in Education 119:13, pages 1-16.
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Sittichai Bussaman, Wongpanya Nuankaew, Pratya Nuankaew, Napa Rachata, Kanakarn Phanniphong & Ploykwan Jedeejit. (2017) Prediction models of learning strategies and learning achievement for lifelong learning. Prediction models of learning strategies and learning achievement for lifelong learning.
Philip H. Winne, John C. Nesbit & Fred Popowich. (2017) nStudy: A System for Researching Information Problem Solving. Technology, Knowledge and Learning 22:3, pages 369-376.
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Jelena Jovanović, Dragan Gašević, Shane Dawson, Abelardo Pardo & Negin Mirriahi. (2017) Learning analytics to unveil learning strategies in a flipped classroom. The Internet and Higher Education 33, pages 74-85.
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Maren Scheffel, Hendrik Drachsler, Karel Kreijns, Joop de Kraker & Marcus Specht. (2017) Widget, widget as you lead, I am performing well indeed!. Widget, widget as you lead, I am performing well indeed!.
Philip H. Winne. (2017) Leveraging Big Data to Help Each Learner and Accelerate Learning Science. Teachers College Record: The Voice of Scholarship in Education 119:3, pages 1-24.
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Dragan Gašević, Negin Mirriahi, Shane Dawson & Srećko Joksimović. (2017) Effects of instructional conditions and experience on the adoption of a learning tool. Computers in Human Behavior 67, pages 207-220.
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Gayatri Mehta, Brett Kellerstedt, Jeanne Tunks, Kiran Sanagapaty, Alok Pal & Rani Deepika Balavendran Joseph. (2017) A Study of Self-regulated Learning in an Online Gaming Environment for Engineering Education. International Journal of Information and Education Technology 7:6, pages 406-410.
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Maren Scheffel, Hendrik Drachsler, Joop de Kraker, Karel Kreijns, Aad Slootmaker & Marcus Specht. (2017) Widget, Widget on the Wall, Am I Performing Well at All?. IEEE Transactions on Learning Technologies 10:1, pages 42-52.
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Marcel Schmitz, Evelien van Limbeek, Wolfgang Greller, Peter Sloep & Hendrik Drachsler. 2017. Data Driven Approaches in Digital Education. Data Driven Approaches in Digital Education 209 223 .
Negin Mirriahi, Daniyal Liaqat, Shane Dawson & Dragan Gašević. (2016) Uncovering student learning profiles with a video annotation tool: reflective learning with and without instructional norms. Educational Technology Research and Development 64:6, pages 1083-1106.
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Melody Siadaty, Dragan Gašević & Marek Hatala. (2016) Measuring the impact of technological scaffolding interventions on micro-level processes of self-regulated workplace learning. Computers in Human Behavior 59, pages 469-482.
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Bill Cope & Mary Kalantzis. (2016) Big Data Comes to School. AERA Open 2:2, pages 233285841664190.
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Sanna Järvelä, Jonna Malmberg & Marika Koivuniemi. (2016) Recognizing socially shared regulation by using the temporal sequences of online chat and logs in CSCL. Learning and Instruction 42, pages 1-11.
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Melody Siadaty, Dragan Gašević & Marek Hatala. (2016) Associations between technological scaffolding and micro-level processes of self-regulated learning: A workplace study. Computers in Human Behavior 55, pages 1007-1019.
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Nynke Bos & Saskia Brand-Gruwel. (2016) Student differences in regulation strategies and their use of learning resources. Student differences in regulation strategies and their use of learning resources.
Dragan Gašević, Shane Dawson, Tim Rogers & Danijela Gasevic. (2016) Learning analytics should not promote one size fits all: The effects of instructional conditions in predicting academic success. The Internet and Higher Education 28, pages 68-84.
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Vitomir Kovanović, Dragan Gašević, Srećko Joksimović, Marek Hatala & Olusola Adesope. (2015) Analytics of communities of inquiry: Effects of learning technology use on cognitive presence in asynchronous online discussions. The Internet and Higher Education 27, pages 74-89.
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Abelardo Pardo, Negin Mirriahi, Shane Dawson, Yu Zhao, An Zhao & Dragan Gašević. (2015) Identifying learning strategies associated with active use of video annotation software. Identifying learning strategies associated with active use of video annotation software.
Päivi Virtanen, Anne Nevgi & Hannele Niemi. (2015) Self-Regulation in Higher Education: Students’ Motivational, Regulational and Learning Strategies, and Their Relationships to Study Success. Studies for the Learning Society 3:1-2, pages 20-34.
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Dragan Gašević, Shane Dawson & George Siemens. (2014) Let’s not forget: Learning analytics are about learning. TechTrends 59:1, pages 64-71.
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Griet Lust, Mieke Vandewaetere, Jan Elen & Geraldine Clarebout. (2014) Tool-use in a content management system: a matter of timing?. Learning Environments Research 17:3, pages 319-337.
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Kadriye Ercikan & Wolff-Michael Roth. (2014) Limits of Generalizing in Education Research: Why Criteria for Research Generalization Should Include Population Heterogeneity and Uses of Knowledge Claims. Teachers College Record: The Voice of Scholarship in Education 116:4, pages 1-28.
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Luc P. Beaudoin. 2014. From Animals to Robots and Back: Reflections on Hard Problems in the Study of Cognition. From Animals to Robots and Back: Reflections on Hard Problems in the Study of Cognition 161 189 .
Jonna Malmberg, Hanna Järvenoja & Sanna Järvelä. (2013) Patterns in elementary school students′ strategic actions in varying learning situations. Instructional Science 41:5, pages 933-954.
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Kent J. Crippen & Cheryl R. Sangueza. (2013) The Utility of Interaction Analysis for Generalizing Characteristics of Science Classrooms. School Science and Mathematics 113:5, pages 235-247.
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Mingming Zhou. (2013) Using Traces to Investigate Self-Regulatory Activities: A Study of Self-Regulation and Achievement Goal Profiles in the Context of Web Search for Academic Tasks. Journal of Cognitive Education and Psychology 12:3, pages 287-305.
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Griet Lust, Jan Elen & Geraldine Clarebout. (2013) Regulation of tool-use within a blended course: Student differences and performance effects. Computers & Education 60:1, pages 385-395.
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Philip H. Winne & Allyson F. Hadwin. 2013. International Handbook of Metacognition and Learning Technologies. International Handbook of Metacognition and Learning Technologies 293 308 .
Mingming Zhou & Philip H. Winne. (2012) Modeling academic achievement by self-reported versus traced goal orientation. Learning and Instruction 22:6, pages 413-419.
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Chia‐Wen Tsai. (2012) The role of teacher's initiation in online pedagogy. Education + Training 54:6, pages 456-471.
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Griet Lust, Norma A. Juarez Collazo, Jan Elen & Geraldine Clarebout. (2012) Content Management Systems: Enriched learning opportunities for all?. Computers in Human Behavior 28:3, pages 795-808.
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Matthew L. Bernacki, James P. Byrnes & Jennifer G. Cromley. (2012) The effects of achievement goals and self-regulated learning behaviors on reading comprehension in technology-enhanced learning environments. Contemporary Educational Psychology 37:2, pages 148-161.
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