Abhinava Barthakur

Dr Abhinava Barthakur

Research Fellow

School of Education

College of Education, Behavioural and Social Sciences

Eligible to supervise Masters and PhD (as Co-Supervisor) - email supervisor to discuss availability.

Available For Media Comment.


Abhinava Barthakur is a Postdoctoral research fellow with UniSA, Education Futures and is also affiliated with the Centre for Change and Complexity in Learning. research focuses on developing novel human-centred assessment models for measuring complex competencies, which are rooted in learning analytics and measurement theory. In doing so, he utilizes various data science and psychometrics models to provide diagnostic information about student learning within higher education and in the context of professional learning. He is also interested in a learner profile approach of representing the acquisition of some of these competencies and shifting the focus from high-stakes grades through static assessments within education institutions. Prior to joining as a postdoctoral fellow, he completed his PhD from UniSA, STEM, and his doctoral dissertation evaluated the acquisition and learning of leadership skills in online learning settings. He is also a visiting scholar at the University of Michigan, Ann Arbor. He is an active member of the Learning Analytics community and is serving as the production editor for the Journal of Learning Analytics. In the past, he has served as the proceedings co-chair of the 12th and 13th International Conference of Learning Analytics & Knowledge. 
 

Year Citation
2025 Shi, W., Barthakur, A., Kovanović, V., Stephenson, H., Siemens, G., & Han, X. (2025). Examining practicums within initial teacher education programs: Understanding the dimensions of professional development of pre-service teachers. Studies in Educational Evaluation, 85(101461), 13 pages.
DOI
2025 Marrone, R., Fowler, S., Bathakur, A., Dawson, S., Siemens, G., & Singh, C. (2025). Perceptions and perspectives of Australian school leaders on the integration of artificial intelligence in schools. School Leadership & Management, 45(1), 30-52.
DOI Scopus3 WoS2
2025 Barthakur, A., Marrone, R., Esnaashari, S., Kovanovic, V., & Dawson, S. (2025). Advancing Holistic Decision-Making Systems in Schools: Insights From Academic Research and Practical Applications. Journal of Computer Assisted Learning, 41(3), 13 pages.
DOI
2025 Kovanović, V., Barthakur, A., Joksimović, S., & Siemens, G. (2025). Why universities need to radically rethink exams in the age of AI. Nature, 648(8092), 35-37.
DOI
2025 Mirriahi, N., Marrone, R., Barthakur, A., Gabriel, F., Colton, J., Yeung, T. N., . . . Kovanovic, V. (2025). The relationship between students' self-regulated learning skills and technology acceptance of GenAI. AUSTRALASIAN JOURNAL OF EDUCATIONAL TECHNOLOGY, 41(2), 16-33.
DOI WoS3
2025 Jovanović, J., Zamecnik, A., Barthakur, A., & Dawson, S. (2025). Curriculum analytics: exploring assessment objectives, types, and grades in a study program. Education and Information Technologies, 30(4), 4843-4866.
DOI
2024 Marrone, R., Lam, B., Barthakur, A., Brinkman, S., Dawson, S., & Gabriel, F. (2024). The Relationship between Wellbeing and Academic Achievement: A Comprehensive Cross-Sectional Analysis of System Wide Data From 2016-2019. Journal of Learning Analytics, 11(3), 123-141.
DOI Scopus3 WoS2
2024 Barthakur, A., Kovanović, V., Dawson, S., & Deneen, C. C. (2024). The application of curriculum analytics for improving assessments and quality assurance in higher education. Australasian Journal of Educational Technology, 40(4), 20-37.
DOI Scopus4 WoS2
2022 Barthakur, A., Joksimovic, S., Kovanovic, V., Mello, R. F., Taylor, M., Richey, M., & Pardo, A. (2022). Understanding Depth of Reflective Writing in Workplace Learning Assessments Using Machine Learning Classification. IEEE Transactions on Learning Technologies, 15(5), 567-578.
DOI Scopus17 WoS10
2022 Barthakur, A., Kovanovic, V., Joksimovic, S., Zhang, Z., Richey, M., & Pardo, A. (2022). Measuring leadership development in workplace learning using automated assessments: Learning analytics and measurement theory approach. British Journal of Educational Technology, 53(6), 1842-1863.
DOI Scopus17 WoS10
2022 Barthakur, A., Joksimovic, S., Kovanovic, V., Corbett, F. C., Richey, M., & Pardo, A. (2022). Assessing the sequencing of learning objectives in a study program using evidence-based practice. Assessment and Evaluation in Higher Education, 47(8), 1429-1443.
DOI Scopus8 WoS5
2022 Barthakur, A., Joksimovic, S., Kovanovic, V., Richey, M., & Pardo, A. (2022). Aligning objectives with assessment in online courses: Integrating learning analytics and measurement theory. Computers and Education, 190(104603), 16 pages.
DOI Scopus14 WoS7
2022 McKay, J., Barthakur, A., & Joksimovic, S. (2022). Self-reflection on presentation skills and on the law in environmental law teaching: an Australian example. IUCN AEL Journal of Environmental Law, (12), 123-138.
2021 Barthakur, A., Kovanovic, V., Joksimovic, S., Siemens, G., Richey, M., & Dawson, S. (2021). Assessing program-level learning strategies in MOOCs. Computers in Human Behavior, 117(106674), 13 pages.
DOI Scopus39 WoS33
2020 Gabriel, F., Buckley, S., & Barthakur, A. (2020). The impact of mathematics anxiety on self-regulated learning and mathematical literacy. Australian Journal of Education, 64(3), 227-242.
DOI Scopus56 WoS37

Year Citation
2025 Jayalath, V., Barthakur, A., Dawson, S., Tingey, J., Crase, L., & Kovanović, V. (2025). Scaling Curriculum Mapping in Higher Education: Evaluating Generative AI’s Role in Curriculum Analytics. In Lecture Notes in Computer Science (Vol. 15877 LNAI, pp. 294-308). Switzerland: Springer Nature Switzerland.
DOI
2024 Barthakur, A., Marrone, R., Esnaashari, S., Kovanovic, V., & Dawson, S. (2024). A Systematic Review of Studies on Decision-Making Systems for Teaching and Learning in K-12. In R. F. Mello, N. Rummel, I. Jivet, G. Pishtari, & J. A. R. Valiente (Eds.), Lecture Notes in Computer Science (Vol. 15159 LNCS, pp. 49-63). Austria: SPRINGER INTERNATIONAL PUBLISHING AG.
DOI
2024 Zamecnik, A., Barthakur, A., Wang, H., & Dawson, S. (2024). Mapping employable skills in higher education curriculum using LLMs. In Event/exhibition information: 19th European Conference on Technology Enhanced Learning, EC-TEL, Krems, 16/09/2024-20/09/2024
Source details - Title: Technology Enhanced Learning for Inclusive and Equitable Quality Education (Vol. 15160 LNCS, pp. 18-32). Germany: Springer.

DOI Scopus4 WoS1
2023 Barthakur, A., Kovanovic, V., Joksimovic, S., & Pardo, A. (2023). Challenges in Assessments of Soft Skills: Towards Unobtrusive Approaches to Measuring Student Success. In V. Kovanovic, R. Azevedo, D. C. Gibson, & D. Ifenthaler (Eds.), Unobtrusive Observations of Learning in Digital Environments: Examining Behavior, Cognition, Emotion, Metacognition and Social Processes Using Learning Analytics (pp. 53-71). Switzerland: Springer International Publishing.
DOI
2022 Joksimovic, S., Dawson, S., Barthakur, A., Poquet, O., Wang, Y. E., Marmolejo Ramos, F., & Siemens, G. (2022). Mapping the landscape of social and emotional learning analytics. In Y. Wang (Ed.), Source details - Title: Social and Emotional Learning and Complex Skills Assessment. Advances in Analytics for Learning and Teaching (pp. 27-47). Switzerland: Springer.
DOI
  • Harnessing the Power of AI in Education, Balancing Data Use, Interventions, and Privacy, Human Systems INC, 15/11/2023 - 16/03/2027

Courses I teach

  • EDUC 5239 Online Learning Communities: Formal and Informal (2025)
  • EDUC 5239 Online Learning Communities: Formal and Informal (2024)
  • INFS 5100 Predictive Analytics (2024)

Date Role Research Topic Program Degree Type Student Load Student Name
2023 Co-Supervisor AI-powered ePortfolios in English as a Foreign Language Education Doctor of Philosophy Doctorate Full Time Mr Nguyen Nhu Anh Le
2023 Co-Supervisor 111126 - Developing learner profile of university students: Assessing and monitoring the development of critical skills and competencies during their tertiary learning Doctor of Philosophy Doctorate Full Time Vimukthini Jayalath
2023 Co-Supervisor Understanding team dynamics and emotional resilience in complex problem solving Doctor of Philosophy Doctorate Part Time Ms Megan Taylor

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