Conceptualising and measuring digital emotion regulation

Project overview

People using their phones while waiting for a train

This project aims to develop a theoretical framework and novel technologies to investigate how, where, when and why people engage in digital emotion regulation. Existing research shows that individuals often use digital technologies to shape their emotions in response to situations; yet social norms often cast such technology use as disrespectful or distracting. The discrepancy between the practice and perception of digital emotion regulation is due to the lack of a systematic understanding of these practices. This project aims to develop a novel framework for better understanding digital emotion regulation, ways to study it in everyday settings, and evidence-based recommendations for managing it in ways that benefit individuals and society. The evidence provided by this project will inform the societal debate about technology overuse and its impact on work, education and interpersonal relationships. The created knowledge will inform policy-makers, designers, and end-users about appropriate use of technology in everyday settings.

Funding source: ARC DP190102627. Project time frame: 2019–2022

Team

Investigators

Partner Investigators

Research Fellows

PhD Students

two employees using phones while working

Publications and Presentations

Peer-reviewed publications

Tag, B., Sarsenbayeva, Z., Cox, A. L., Wadley, G., Goncalves, J., & Kostakos, V. (2022). Emotion Trajectories in Smartphone Use: Towards recognizing emotion regulation in-the-wild. International Journal of Human-Computer Studies. https://doi.org/10.1016/j.ijhcs.2022.102872.

Tag, B. van Berkel, N., Vargo, A., Sarsenbayeva, Z., Colasante, T., Wadley, G., Webber, S., Smith, W., Koval, P., Hollenstein, T., Goncalves, J., & Kostakos, V.  (2022) Impact of the Global Pandemic upon Young People's Use of Technology for Emotion Regulation. Computers in Human Behavior Reports

Wadley, G., Kostakos, V., Koval, P., Smith, W., Webber, S., Cox, A., Gross, J., Höök, K., Mandryk, R. & Slovák, P. (2022) The Future of Emotion in Human-Computer Interaction . CHI '22 Extended Abstracts

Smith, W., Wadley, G., Webber, S., Tag, B., Kostakos, V., Koval, P., & Gross, J. (2022) Digital Emotion Regulation in Everyday Life. Proceedings of CHI 2022

Hossain, E., Wadley, G., Berthouze, N., & Cox, A. (2022) Motivational and Situational Aspects of Active and Passive Social Media Breaks May Explain the Difference Between Recovery and Procrastination . Proceedings of CHI 2022 Late-Breaking Work

Tag, B., Goncalves, J., Webber, S., Koval, P., & V. Kostakos, (2021). A Retrospective and a Look Forward: Lessons Learned From Researching Emotions In-the-Wild IEEE Pervasive Computing, 1–9.

Tag, B., Webber, S., Wadley, G., Bartlett, V., Goncalves, J., Koval, P., & V. Kostakos, (2021). Making Sense of Emotion-Sensing: Workshop on Quantifying Human Emotions. UbiComp: Ubiquitous Computing Conference '21

Yang, K., Wang, C., Gu, Y., Sarsenbayeva, Z., Tag, B., Dingler, T., & Goncalves, J. (2021). Behavioral and Physiological Signals-Based Deep Multimodal Approach for Mobile Emotion Recognition. IEEE Transactions on Affective Computing, 1–1.

Yang, K., Wang, C., Sarsenbayeva, Z., Tag, B., Dingler, T., Wadley, G., & Goncalves, J. (2020). Benchmarking commercial emotion detection systems using realistic distortions of facial image datasets. The Visual Computer, 1–20.

Sarsenbayeva, Z., Tag, B., Yan, S., Kostakos, V., & Goncalves, J. (2020). Using Video Games to Regulate Emotions. In 32nd Australian Conference on Human-Computer Interaction (pp. 755–759).

Wadley, G., Smith, W., Koval, P., Gross, J. (2020) Digital Emotion Regulation. Current Directions in Psychological Science

Sarsenbayeva, Z., Marini, G., van Berkel, N., Luo, C., Jiang, W., Yang, K., Wadley, G., Dingler, T., Kostakos, V., Goncalves, J. (2020) Does Smartphone Use Drive our Emotions or vice versa? A Causal Analysis. CHI 2020.

Wadley, G., Krause, A., Liang, J., Wang, Z. and Leong, T. (2019) Use of music streaming platforms for emotion regulation by international students. Proceedings of OzCHI 2019.

Presentation at CHI 2022

A/Prof Wally Smith's presentation of our paper "Digital Emotion Regulation in Everyday Life" at ACM CHI 2022:

Workshop at CHI 2022

Members of our team along with Kristina Höök, Regan Mandryk and Petr Slovák co-organized a workshop on The Future of Emotion in Human-Computer Interaction at ACM CHI 2022.

Details are in our published proposal paper.

Media

A parent working on their laptop while two children use a phone and tablet computer.

Contact details