CoVAA (Collaborative Video-Based Annotation and Analytics)
CoVAA: Self-Directed and Engaged Learners Through Collaborative Video Annotations
- Nurtures self-directed learners who can engage critically and deeply with key learning concepts through collaborative knowledge construction
- Enhances effective design of video-based learning by enabling teachers to:
- Choose and upload video learning resources
- Scaffold students’ learning with questions at critical timepoints
- Observe classroom pattern of engagement through real-time digital formative feedback via teacher and learning dashboards (see Image 1: Timepoint-Based Video Annotation and Interactive Chat Board)
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Evaluate students’ understanding of key concepts through their timepoint-based video annotations
Image 1: Timepoint-Based Video Annotation and Interactive Chat Board (view larger image)
Why CoVAA?
Collaborative Video-Based Annotation and Analytics (CoVAA) provides both students and teachers a platform for student-centered collaborative learning. CoVAA’s video annotation and peer-to-peer comment features allow students and teachers to work on learning tasks together. Through the platform, students build upon their own and each other’s ideas and understanding (see infographic 1: Benefits of CoVAA) to co-construct knowledge.
Infographic 1: Benefits of CoVAA (view larger image)
Successfully trialled in 2 secondary schools across 3 subjects, students who used CoVAA:
- Demonstrated deeper conceptual knowledge of the topics learnt
- Reported higher levels of creativity and confidence in the subjects
- Reported that the web-based platform provided a more engaging and individualized learning experience compared to the traditional classroom curriculum
How Does CoVAA Work?
CoVAA is a web-based platform that supports a structured visible and collaborative learning environment within and beyond classroom learning hours by allowing teachers to:
- Upload videos with annotations at selected timings
- Post scaffolding questions
- Showcase students’ annotations on-screen
- Practise blended multimodal teaching
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Download student annotations to consolidate learning
Students can also use CoVAA to:
- View and respond to teachers’ scaffolding questions
- Engage in perspective-taking
- Activate metacognitive frames for deeper discussion
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View and respond to peers’ annotations, comments and replies
Learning analytics
The learning activities data provided on the teacher dashboard (see Image 2: CoVAA Teacher Dashboard) allow teachers to monitor students’ level of engagement. Prepared with the right set of information, teachers can design appropriate action plans to optimize learning.
Image 2: CoVAA Teacher Dashboard (view larger image)
Image 3: Student Learning Dashboard: My CoVAA Learning Profile (view larger image)
Image 4: Student Learning Dashboard: My 21CC Profile (view larger image)
Students use the formative feedback derived from their learning dashboard (see Image 3: Student Learning Dashboard: My CoVAA Learning Profile and Image 4: Student Learning Dashboard: My 21CC Profile) for reflection and goal-setting.
Critical lenses and talk types
When commenting and annotating in CoVAA, students choose one critical lens and one talk type to tag their responses and annotations. The critical lenses and talk types serve as metacognitive frames for students to help them organise and deepen their thinking.
Evidence From CoVAA Research
How did Students Respond?
- Students who used CoVAA had significantly better conceptual understanding than those who did not. Across all three subjects, CoVAA deepened students’ conceptual knowledge.
- By engaging in critical discussion and forming knowledge collaboratively, students became active learners. In this way, the online platform enhanced creative thinking and self-confidence in students.
- Shy students could share their views more easily in CoVAA. Thus, it fosters a more engaged community of collaborative learners.
In addition, teachers who participated in the research noted:
- CoVAA provides a consolidated “one-stop” space for efficient viewing of all students’ annotations and discussion comments in real-time (and post-hoc), so that timely prompting, clarification, comparison and explanation can be provided to the whole class.
- The platform also gives teachers timely information on where students are at, allowing for personalised and timely feedback to correct misconceptions.
- Quieter students became more active participants, allowing teachers to engage with them more.
How Can Teachers Get Started?
If you are interested to use CoVAA with your students, contact Co-Principal Investigator Dr Elizabeth Koh at elizabeth.koh@nie.edu.sg.
Without the CoVAA web-based tool
If accessing CoVAA is not viable for you, you could still apply the CoVAA design framework in your teaching and learning. We have created a Teacher Sample Lesson Design to give a guided example on how you can scaffold video learning materials in your lesson design. This sample was created for a Secondary 3 Social Studies class.
Related Links
- CoVAA website
- Tan, J. P.-L., Koh, E., Noriff Elyn Mohamed Ariffin, Teo, E. Z., Tay, S. H., & Shyam Singh. (2018). A collaborative video annotation and analytics environment (CoVAA) intervention: User experiences and reflections of teacher-practitioners. In J. C. Yang, M. Chang, L.-H. Wong & M. M. T. Rodrigo (Eds.), Proceedings of the 26th International Conference on Computers in Education (ICCE) 2018 (pp. 706-714). Manila, Philippines: Asia-Pacific Society for Computers in Education (APSCE). http://icce2018.ateneo.edu/wp-content/uploads/2018/12/C7-02.pdf
- Knowledge Resource Bank article in 2022 on “Collaborative Video Annotation and Analytics Environment to Enhance Blended Teacher Professional Development (CoVAAPD) in Physical Education ” (updated as of 9 May 2022)
Further Readings
- Risko, E. F., Foulsham, T., Dawson, S., & Kingstone, A. (2013). The Collaborative Lecture Annotation System (CLAS): A New TOOL for Distributed Learning. IEEE Transactions On Learning Technologies, 6(1), 4-13.
- Pena-Shaff, J. B., & Nicholls, C. (2004). Analyzing Student Interactions and Meaning Construction in Computer Bulletin Board Discussions. Computers And Education, 42(3), 243-265.
Research Projects
Research Team
To learn more about CoVAA, please contact the Knowledge Mobilisation Unit (KMb@OER) at oerkmob@nie.edu.sg.
Principal Investigator
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Dr Jennifer Tan Pei-Ling (formerly of NIE)
Co-Principal Investigators
- Dr Elizabeth KOH, Office of Education Research (OER), NIE
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Dr Imelda CALEON, OER, NIE
Collaborators
- Ms TAY Siu Hua, MOE
- Ms CHAN Hwee Leng, HOD Humanities, AHS, MOE
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Ms Agnes LIM, HOD Science, CSS, MOE
Research Assistants
- Ms Christin JONATHAN, NIE
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Ms Nadia SUZUKI, NIE
Software Engineers
- Ms Shi Hui KOK, NIE
- Mr Simon YANG, NIE
Acknowledgements
This research on CoVAA was funded by Singapore National Research Foundation (NRF) under the eduLab Programme (NRF2015-EDU001-IHL09) and administered by National Institute of Education (NIE), Nanyang Technological University, Singapore. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the Singapore NRF and NIE.
This knowledge resource was written by Ms Nadia Suzuki, Ms Bernadine W. Sengalrayan, with contributions from Ms Chen Xiuqi in December 2018; updated by Ms Monica Lim and Mr Jared Martens Wong on 4 January 2022.