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British Journal of Educational Technology, Volume 54
Volume 54, Number 1, January 2023
EDITORIAL
- Mutlu Cukurova
, Manolis Mavrikis
, Louis Major
, Sara Hennessy, Sara Price
:
BJET editorial 2023: Reflections on the evolving landscape of EdTech. 5-9 - Mladen Rakovic
, Dragan Gasevic, Saeed-Ul Hassan, José A. Ruipérez-Valiente, Naif R. Aljohani, Sandra Milligan:
Learning analytics and assessment: Emerging research trends, promises and future opportunities. 10-18
ARTICLES
- Okan Bulut
, Guher Gorgun
, Seyma N. Yildirim-Erbasli
, Tarid Wongvorachan
, Lia M. Daniels, Yizhu Gao
, Ka Wing Lai, Jinnie Shin
:
Standing on the shoulders of giants: Online formative assessments as the foundation for predictive learning analytics models. 19-39 - Andrew P. J. Emerson, Wookhee Min
, Roger Azevedo, James C. Lester:
Early prediction of student knowledge in game-based learning with distributed representations of assessment questions. 40-57 - Judith Stanja
, Wolfgang Gritz
, Johannes Krugel
, Anett Hoppe
, Sarah Dannemann:
Formative assessment strategies for students' conceptions - The potential of learning analytics. 58-75 - José Antonio Rodríguez-Martínez
, José Antonio González-Calero
, Javier del Olmo-Muñoz
, David Arnau
, Sergio Tirado-Olivares
:
Building personalised homework from a learning analytics based formative assessment: Effect on fifth-grade students' understanding of fractions. 76-97 - Eunsung Park
, Dirk Ifenthaler, Roy B. Clariana:
Adaptive or adapted to: Sequence and reflexive thematic analysis to understand learners' self-regulated learning in an adaptive learning analytics dashboard. 98-125 - Gerald Knezek, David C. Gibson
, Rhonda Christensen
, Ottavia Trevisan
, Morgan Carter:
Assessing approaches to learning with nonparametric multidimensional scaling. 126-141 - Qin Wang, Amin Mousavi
:
Which log variables significantly predict academic achievement? A systematic review and meta-analysis. 142-191 - Karen D. Wang
, Jade Maï Cock, Tanja Käser
, Engin Bumbacher
:
A systematic review of empirical studies using log data from open-ended learning environments to measure science and engineering practices. 192-221 - Zhiru Sun
, Amelie Theussen
:
Assessing negotiation skill and its development in an online collaborative simulation game: A social network analysis study. 222-246 - Shen Ba
, Xiao Hu
, David Stein, Qingtang Liu
:
Assessing cognitive presence in online inquiry-based discussion through text classification and epistemic network analysis. 247-266 - Lixiang Yan
, Roberto Martínez Maldonado, Linxuan Zhao, Samantha Dix
, Hollie Jaggard
, Rosie Wotherspoon
, Xinyu Li, Dragan Gasevic:
The role of indoor positioning analytics in assessment of simulation-based learning. 267-292 - Andy Nguyen
, Sanna Järvelä, Carolyn P. Rosé
, Hanna Järvenoja, Jonna Malmberg
:
Examining socially shared regulation and shared physiological arousal events with multimodal learning analytics. 293-312 - Blazenka Divjak
, Barbi Svetec, Damir Horvat, Nikola Kadoic
:
Assessment validity and learning analytics as prerequisites for ensuring student-centred learning design. 313-334 - Hatim Lahza
, Tammy G. Smith, Hassan Khosravi
:
Beyond item analysis: Connecting student behaviour and performance using e-assessment logs. 335-354 - Yoon Jeon Kim
, Mariah A. Knowles
, Jennifer Scianna
, Grace C. Lin
, José A. Ruipérez-Valiente
:
Learning analytics application to examine validity and generalizability of game-based assessment for spatial reasoning. 355-372
OBITUARY
- Naif R. Aljohani:
In memory of Dr. Saeed Ul Hassan, Associate Professor (SL) at Manchester Metropolitan University (MMU) UK. 373-374
OTHER ARTICLES
- Huang-Yao Hong, Yuan-Hsuan Lee
:
Computer-supported knowledge building to enhance reading motivation and comprehension. 375-393 - Shen Qiao
, Susanna Siu-sze Yeung
, Zamzami Zainuddin
, Davy Tsz Kit Ng
, Samuel Kai Wah Chu:
Examining the effects of mixed and non-digital gamification on students' learning performance, cognitive engagement and course satisfaction. 394-413 - Badriah Algarni
, Hugues Lortie Forgues:
An evaluation of the impact of flipped-classroom teaching on mathematics proficiency and self-efficacy in Saudi Arabia. 414-435
Volume 54, Number 2, March 2023
ARTICLES
- Bronwen Deacon
, Melissa Laufer
, Len Ole Schäfer
:
Infusing educational technologies in the heart of the university - A systematic literature review from an organisational perspective. 441-466 - Yizhen Huang
, Eric Richter
, Thilo Kleickmann
, Dirk Richter
:
Comparing video and virtual reality as tools for fostering interest and self-efficacy in classroom management: Results of a pre-registered experiment. 467-488 - Siu-Cheung Kong
, Ming Lai:
Effects of a teacher development program on teachers' knowledge and collaborative engagement, and students' achievement in computational thinking concepts. 489-512 - Rosa G. Turco, Nonie K. Lesaux, Stephanie M. Jones:
Home literacy in the digital era: The role of mobile screen media frequency in a U.S. state. 513-533 - Shih-Ting Chu
, Gwo-Jen Hwang
, Shu-Yun Chien, Shao-Chen Chang
:
Incorporating teacher intelligence into digital games: An expert system-guided self-regulated learning approach to promoting EFL students' performance in digital gaming contexts. 534-553 - Simone Plak
, Chris van Klaveren
, Ilja Cornelisz
:
Raising student engagement using digital nudges tailored to students' motivation and perceived ability levels. 554-580 - Yen-Yin Wang, Tz-Han Weng, I-Fan Tsai, Jing-Yueh Kao, Yu-Shan Chang
:
Effects of virtual reality on creativity performance and perceived immersion: A study of brain waves. 581-602 - Min-Chi Chiu
, Gwo-Jen Hwang
, Lu-Ho Hsia
:
Promoting students' artwork appreciation: An experiential learning-based virtual reality approach. 603-621 - Huichen Lin
, Gwo-Jen Hwang
, Kuei-Ru Chou, Chia-Kuang Tsai
:
Fostering complex professional skills with interactive simulation technology: A virtual reality-based flipped learning approach. 622-641 - Nick K. Antrilli, Su-Hua Wang
:
Tangible and digital materials for spatial play: Exploring the effects on parental talk and children's spatial reasoning. 642-661
Volume 54, Number 3, May 2023
ARTICLES
- Zheyu Liu
, Ping Yu
, Jiale Liu
, Zhongling Pi
, Weijin Cui
:
How do students' self-regulation skills affect learning satisfaction and continuous intention within desktop-based virtual reality? A structural equation modelling approach. 667-685 - Lanqin Zheng, Jiayu Niu, Miaolang Long, Yunchao Fan:
An automatic knowledge graph construction approach to promoting collaborative knowledge building, group performance, social interaction and socially shared regulation in CSCL. 686-711 - Heather Ann Pearson
, Armaghan Montazami
, Adam Kenneth Dubé
:
Why this app: Can a video-based intervention help parents identify quality educational apps? 712-733 - Yung-Chi Lin
:
Using virtual classroom simulations in a mathematics methods course to develop pre-service primary mathematics teachers' noticing skills. 734-753 - Bilal Simsek
, Bekir Direkçi
:
The effects of augmented reality storybooks on student's reading comprehension. 754-772 - Rui Li
:
Still a fallible tool? Revisiting effects of automated writing evaluation from activity theory perspective. 773-789 - Chih-Ming Chen
, Pei-Chun Chen:
A gamified instant perspective comparison system to facilitate online discussion effectiveness. 790-811
Volume 54, Number 4, July 2023
ARTICLES
- Ying Zhan
, Zi Yan
, Zhi Hong Wan
, Xiang Wang, Ye Zeng, Min Yang
, Lan Yang
:
Effects of online peer assessment on higher-order thinking: A meta-analysis. 817-835 - Chih-Pu Dai
, Fengfeng Ke
, Zhaihuan Dai, Mariya Pachman:
Improving teaching practices via virtual reality-supported simulation-based learning: Scenario design and the duration of implementation. 836-856 - David Alexis Sprenger
, Adrian Schwaninger
:
Video demonstrations can predict the intention to use digital learning technologies. 857-877 - Alex Kumi-Yeboah, Samuel Amponsah
:
An exploratory study of instructors' perceptions on inclusion of culturally responsive pedagogy in online education. 878-897 - Sheng-Lun Cheng
, Jen-Chia Chang
, Karina Quilantan-Garza, Mary L. Gutierrez:
Conscientiousness, prior experience, achievement emotions and academic procrastination in online learning environments. 898-923 - Jiawen Zhu
, Kara M. Dawson
:
Lurkers versus posters: Perceptions of learning in informal social media-based communities. 924-942 - Jenny Yun-Chen Chan
, Chloe Byrne
, Janette Jerusal, Allison S. Liu
, Justin Roberts
, Erin Ottmar
:
Keep DRAGging ON: Is solving more problems in DragonBox 12+ associated with higher mathematical performance during the COVID-19 pandemic? 943-966 - Qi Xia
, Thomas K. F. Chiu
, Ching Sing Chai
, Kui Xie
:
The mediating effects of needs satisfaction on the relationships between prior knowledge and self-regulated learning through artificial intelligence chatbot. 967-986 - Athanasios Christopoulos
, Nikolaos Pellas
, Umar Bin Qushem
, Mikko-Jussi Laakso:
Comparing the effectiveness of video and stereoscopic 360° virtual reality-supported instruction in high school biology courses. 987-1005 - Joe Watson
, Jasmin Baier
, Winnie Mughogho
, Mark Millrine:
An exploratory investigation into the factors related to EdTech use among Kenyan girls. 1006-1024 - Yuqin Yang
, Zhizi Zheng, Gaoxia Zhu
, Sdenka Zobeida Salas-Pilco:
Analytics-supported reflective assessment for 6th graders' knowledge building and data science practices: An exploratory study. 1025-1045
Volume 54, Number 5, September 2023
EDITORIAL
- Shane Dawson
, Srecko Joksimovic
, Caitlin Mills
, Dragan Gasevic
, George Siemens
:
Advancing theory in the age of artificial intelligence. 1051-1056
ARTICLES
- Sanna Järvelä
, Andy Nguyen
, Allyson Hadwin
:
Human and artificial intelligence collaboration for socially shared regulation in learning. 1057-1076 - Mohammed Saqr
:
Modelling within-person idiographic variance could help explain and individualize learning. 1077-1094 - Kirsty Kitto
, Ben Hicks
, Simon Buckingham Shum
:
Using causal models to bridge the divide between big data and educational theory. 1095-1124 - David C. Gibson
, Vitomir Kovanovic
, Dirk Ifenthaler, Sara Dexter, Shihui Feng:
Learning theories for artificial intelligence promoting learning processes. 1125-1146 - Lina Rahm
, Jörgen Rahm-Skågeby
:
Imaginaries and problematisations: A heuristic lens in the age of artificial intelligence in education. 1147-1159 - Margaret Bearman
, Rola Ajjawi
:
Learning to work with the black box: Pedagogy for a world with artificial intelligence. 1160-1173 - John Sabatini
, Arthur C. Graesser, John Hollander
, Tenaha O'Reilly:
A framework of literacy development and how AI can transform theory and practice. 1174-1203 - Jonathan C. Hilpert, Jeffrey Alan Greene
, Matthew L. Bernacki
:
Leveraging complexity frameworks to refine theories of engagement: Advancing self-regulated learning in the age of artificial intelligence. 1204-1221 - Elisabeth Bauer
, Martin Greisel
, Ilia Kuznetsov
, Markus Berndt
, Ingo Kollar
, Markus Dresel
, Martin R. Fischer
, Frank Fischer
:
Using natural language processing to support peer-feedback in the age of artificial intelligence: A cross-disciplinary framework and a research agenda. 1222-1245 - Michail N. Giannakos, Mutlu Cukurova
:
The role of learning theory in multimodal learning analytics. 1246-1267
EDITORIAL
- Laura A. Outhwaite
, Jo Van Herwegen
:
Educational apps and learning: Current evidence on design and evaluation. 1268-1272
ARTICLES
- Bethany Huntington
, James Goulding
, Nicola J. Pitchford
:
Pedagogical features of interactive apps for effective learning of foundational skills. 1273-1291 - Laura A. Outhwaite
, Erin Early
, Christothea Herodotou, Jo Van Herwegen
:
Understanding how educational maths apps can enhance learning: A content analysis and qualitative comparative analysis. 1292-1313 - Laura Benton
, Nelly Joye, Emma Sumner
, Andrea Gauthier
, Seray B. Ibrahim
, Asimina Vasalou:
Exploring how children with reading difficulties respond to instructional supports in literacy games and the role of prior knowledge. 1314-1331 - Cynthia Boggio
, Ahmed Zaher, Marie-Line Bosse:
ECRIMO, an app to train first graders' spelling: Effectiveness and comparison between different designs. 1332-1350 - Chimezie O. Amaefule
, Jasmin Breitwieser
, Daniel Biedermann
, Lea Nobbe
, Hendrik Drachsler
, Garvin Brod
:
Fostering children's acceptance of educational apps: The importance of designing enjoyable learning activities. 1351-1372 - Emily J. Roberts-Tyler
, Sarah E. Roberts, Richard Watkins
, J. Carl Hughes
, Richard P. Hastings
, David Gillespie
:
Effects of implementation support on children's reading outcomes following an online early reading programme: A cluster-randomised controlled trial. 1373-1396 - Stefanie Vanbecelaere
, Sameh Said-Metwaly
, Wim van den Noortgate
, Bert Reynvoet
, Fien Depaepe
:
The effectiveness of Tier 1 digital interventions for early reading: A meta-analysis. 1397-1432
Volume 54, Number 6, November 2023
EDITORIAL
- Samuel Amponsah
, Teklu Abate Bekele
:
Technology integration in higher education in Africa: Philosophical, theoretical and policy-practice perspectives. 1437-1440
ARTICLES
- Alex Kumi-Yeboah
, Yanghyun Kim, Yaa Essah Armah
:
Strategies for overcoming the digital divide during the COVID-19 pandemic in higher education institutions in Ghana. 1441-1462 - Lone Dirckinck-Holmfeld
, Ann Bygholm
, Geoffrey Tabo Olok:
Transforming education through ICT: Exploring students' study practices in a resource-constrained university setting. 1463-1483 - Michael Agyemang Adarkwah
, Ronghuai Huang:
Technology addiction, abduction and adoption in higher education: Bird's eye view of the ICT4AD policy in Ghana 20 years on. 1484-1504 - Delali Amuzu
:
"African magic" or "African science": Issues of technology in African higher education. 1505-1519 - Teklu Abate Bekele
, Samuel Amponsah
, Ibrahim M. Karkouti
:
African philosophy for successful integration of technology in higher education. 1520-1538
EDITORIAL
- Stephanie J. Blackmon, Claire H. Major:
Balancing student privacy and technology integration in higher education: Engagement, encroachment and interstitial spaces. 1539-1541
ARTICLES
- Stephanie J. Blackmon, Claire H. Major:
Inclusion or infringement? A systematic research review of students' perspectives on student privacy in technology-enhanced, hybrid and online courses. 1542-1565 - Paul Prinsloo
, Sharon Slade
, Mohammad Khalil
:
Multimodal learning analytics - In-between student privacy and encroachment: A systematic review. 1566-1586 - Iria Giuffrida
, Alex Hall
:
Technology integration in higher education and student privacy beyond learning environments - A comparison of the UK and US perspective. 1587-1603 - Jeffrey C. Sun
:
Gaps, guesswork, and ghosts lurking in technology integration: Laws and policies applicable to student privacy. 1604-1618 - Mariah Hagadone-Bedir
, Rick Voithofer
, Jessica T. Kulp
:
Contextualizing privacy with wearable data in higher education. 1619-1635 - Virginia L. Byrne
, Juana Hollingsworth
, Priya C. Kumar
:
Navigating privacy tensions when responding to online aggression at postsecondary institutions. 1636-1652 - Ahmed Lachheb, Victoria Abramenka-Lachheb, Stephanie Moore, Colin M. Gray
:
The role of design ethics in maintaining students' privacy: A call to action to learning designers in higher education. 1653-1670 - Alex Kumi-Yeboah
, Yanghyun Kim, Benjamin Yankson, Stephen Aikins, Yvonne Appiah Dadson:
Diverse students' perspectives on privacy and technology integration in higher education. 1671-1692 - Michele Gribbins
, Curtis J. Bonk
:
An exploration of instructors' perceptions about online proctoring and its value in ensuring academic integrity. 1693-1714 - Qinyi Liu
, Mohammad Khalil
:
Understanding privacy and data protection issues in learning analytics using a systematic review. 1715-1747 - Danielle Lester
, Gregory J. Skulmoski
, Darren P. Fisher
, Vishal Mehrotra
, Iris Lim
, Alexander Lang
, Justin W. L. Keogh
:
Drivers and barriers to the utilisation of gamification and game-based learning in universities: A systematic review of educators' perspectives. 1748-1770 - Qiong Wang
, Guoqing Zhao
:
Exploring the influence of technostress creators on in-service teachers' attitudes toward ICT and ICT adoption intentions. 1771-1789 - Olasile Babatunde Adedoyin
, Fahriye Altinay:
Open educational resources: Evaluation of students' intention to use and motivation to create. 1790-1813 - Zhongling Pi
, Xinru Zhang, Xingyu Zhang, Ming Gao, Xiying Li
:
Students' prior knowledge moderates the effects of group motivation compositions on learning from video lectures. 1814-1836 - Simon Knight
, Antonette Shibani
, Simon Buckingham Shum
:
A reflective design case of practical micro-ethics in learning analytics. 1837-1857 - Yunying Yang
, Yan Dong
, Liming Jiang, Chang Xu
, Fang Luo, Guoqing Zhao
, Premnadh M. Kurup:
Requesting a commitment in school teachers to teach in unprecedented ways: The mediating role of teacher agency. 1858-1877 - Nicholas R. Werse
:
The quest to cultivate an ecocritical awareness in educational technology scholarship: A question of disciplinary focus in the age of environmental crisis. 1878-1894 - Ido Davidesco
, Noah Glaser
, Ian H. Stevenson, Or Dagan:
Detecting fluctuations in student engagement and retention during video lectures using electroencephalography. 1895-1916 - Kate Talsma
, Andrew Chapman
, Allison Matthews
:
Self-regulatory and demographic predictors of grades in online and face-to-face university cohorts: A multi-group path analysis. 1917-1938 - Jorge Fernández Herrero
, Francisco Gomez-Donoso
, Rosabel Roig-Vila
:
The first steps for adapting an artificial intelligence emotion expression recognition software for emotional management in the educational context. 1939-1963

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