Research overview

Our group primarily focuses on understanding how innovative technologies can enable a shift towards a new model of `situated interventions': i.e., interventions, where the users are empowered to learn core mental health skills directly in the everyday moments when these are needed.

  • We are predominantly developing interventions for two case study contextsemotion regulation and positive parenting — that have been selected as two fundamental transdiagnostic factors for child mental health.
  • Our partnerships with leading research and implementation science centres at Oxford (GPI), Stanford (SPL), and UW (ALACRITY) help ensure that our research can span the whole pathway from innovation to implementation.

Methodologically, the work of our group is deeply rooted within user-centred design and design thinking approaches, with the understanding of the different but equally crucial bodies of knowledge brought by all stakeholders (e.g., children, parents, clinicians). We deliberately engage with interventions across mental health promotion, prevention, as well as clinical interventions to take advantage of the respective pros and cons (e.g., well defined mechanisms of change in clinical settings vs. ability to innovate and explore socio-technical designs in preventative contexts).


We are deeply interdisciplinary with group members coming with backgrounds across HCI, Clinical Psychology, Computer Science, Arts, or Assistive Technologies. What connects us though is the interest in building digital systems that ‘work’: i.e., they fit into peoples' lives and help solve their challenges.

Human-AI collaboration

Aims:

An emerging stream of work aims to explore how agentic genAI systems could enable novel approaches to situated interventions delivery. We envision novel human-AI collaboration flows that support users in developing and strengthening their mental health competencies (rather than ‘just’ being given the right ‘answer’).

Recent publications:

  • preprint – Amira Skeggs, Ashish Mehta, Valerie Yap, Seray Ibrahim, Sean Munson, Aubrey Rhodes, James Gross, Predrag Klasnja, Amy Orben, and Petr Slovak. Empowering Diverse Voices: A Scalable Method for Eliciting Micro-Narratives in HCI Health Research.
  • preprint – Sruthi Viswanathan, Seray Ibrahim, Ravi Shankar, Reuben Binns, Max Van Kleek, Petr Slovak. The Interaction Layer: An Exploration for Co-Designing User-LLM Interactions in Parental Wellbeing Support Systems.
  • CHI'24Petr Slovak, Sean A. Munson. HCI Contributions in Mental Health: A Modular Framework to Guide Psychosocial Intervention Design.

Digital Emotion Regulation

Aims:

A long term stream of work, in collaboration with Prof James Gross at Stanford. We are particularly interested in understanding how emotion regulation can be developed as a skill and in ways that fit into users' daily lives. Much—but not all— of this work is based around ‘Purrble’ intervention, which was developed based on our previous research.

Recent publications :

Parenting interventions

Aims:

The second major research direction focuses on understanding existing challenges and developing novel interventions to support parents & children in developing positive relationships. Our initial research was inspired by parental socialisation of emotions literature; but we are increasingly broadening our scope to other parenting interventions too. An ongoing EPSRC Impact Award (led by our own Seray Ibrahim) is starting to implement our initial findings within the NHS (SLaM Digital Clinical Team) and a major UK non-profit organisation (Place2Be).

Recent publications:

  • parental socialisation of emotions needs finding and design work – CHI'22, CSCW'24
  • parental help-seeking and online support – CHI'24, CSCW'24
  • co-design methods with parenting populations – IDC'24