Collaboration, research and dialogue
For enquiries related to adaptive EMS allocation, prehospital emergency care, patient safety, dispatch prioritisation, response-time analysis, triage, and health system governance.
What to contact me about
The website is intended for researchers, EMS leaders, public-sector healthcare analysts, clinicians, doctoral students, and stakeholders interested in how emergency medical services allocate scarce response capacity under uncertainty.
Academic collaboration
Research collaboration related to prehospital emergency care, emergency medical dispatch, triage, patient safety, EMS systems, response-time analysis, and health services research.
Public-sector governance
Dialogue about how EMS data, response-time distributions, queue exposure, and allocation indicators can support responsible health system governance.
Methods and analysis
Discussion of qualitative content analysis, register-based cohort studies, response-time modelling, feature engineering, and interpretable machine learning.
Presentations and media
Enquiries about lectures, seminars, expert comments, interviews, or presentations on EMS allocation, patient safety, dispatch work, and response-time variability.
Helpful information to include
A short, structured message makes it easier to respond meaningfully, especially for research, collaboration, and public-sector implementation questions.
Interpretation and data boundaries
The research uses qualitative evidence and observational EMS data to understand system behaviour under uncertainty. It does not provide patient-level advice, validated dispatch automation, or operational decision support ready for deployment.
Questions about raw data, patient-level records, granular geography, or operationally sensitive information may be limited by confidentiality, privacy, ethical approval, and public-sector information governance.
Useful starting points
These pages provide the fastest route into the research programme, doctoral thesis, and published articles.
Doctoral thesis
Adaptive emergency medical services allocation: crafting the patient safety net in prehospital emergency care. Karolinska Institutet, 2026.
Study I — BMJ Open
Stewarding scarce response capacity: an inductive qualitative interview study of emergency medical dispatchers prioritising ambulance resources.
Publications overview
Peer-reviewed articles, thesis, manuscripts, preprints, and selected outputs from the Adaptive EMS Allocation research programme.
