Investigating police decision making under stress using EEG in virtual reality

11 Apr 2019 09:00:00.000


An investigation into how authorised firearms police officers (AFOs) make decisions in high stress situations is being carried out by researchers from the University of Nottingham and Aston University in partnership with Durham Constabulary and Cleveland Police.

The investigation is using EEG equipment and high stress scenarios in Virtual Reality to test the brain activity of police officers when having to make decisions around using tasers and firearms. The results of this study could help inform the way all firearms police officers are trained in the future.  

Shaun Beebe, a former police officer and Head of Operations for the Faculty of Science and the School of Physics and Astronomy at the University of Nottingham, initiated the research based on his time in the police force. He said: “As a serving Police officer, I was interested in how people make decisions under stress, often under incredible constraints and time pressures, factors that often applied to my own operations. At the University of Nottingham, I have been impressed by the medical imaging facilities many of which involved cutting-edge neuroscience studies. So we decided to see if we could combine virtual reality and neuro-imaging to better understand how the brain functions under these difficult conditions.” 

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Supervised by Nottingham and Aston, final year PhD student Nicholas Alexander is currently testing 26 police officers. He is using the following method for the virtual reality testing with EEG:  

  • AFO stands wearing an HMD and holds controllers. EEG is recorded using a 64 electrode cap worn with the HMD.  

  • An avatar appears in front of them and carries a gun, a knife or a drinks can.   

  • The AFO decides to draw their gun or Taser or press safety 

  • Next, the avatar initiates a movement which is either threatening or safe. The AFO decides to shoot/taser or press safety. 

  • Participants complete 40 trials per condition to allow for statistical analysis-of EEG data and behavioural responses.  

Klaus Kessler, Professor of Cognitive Neuroscience, Aston University said: “It is important that we understand the decision making process of firearms officers and the effect of stress on these processes, because of the scrutiny and lasting personal and socio-political impact of these decisions. 

“This investigation looks in detail at the brain activity of police officers while they respond to different scenarios in a virtual reality environment. In our pilot study we found it takes more effort reflected by a more pronounced brain activity signature to make a decision not to shoot in a high stress environment.” 

Based on their preliminary findings, the researchers will conduct a more sophisticated study over the summer using more complex VR scenarios to make each situation more unique.  

AFOs will be “transported” to a virtual environment, e.g. a back alley, or a warehouse, being informed that they have been “called out” because of a male behaving suspiciously, possibly carrying a weapon.  

The potential perpetrators will behave more ambiguously (e.g. grabbing a wallet or a weapon) and AFOs will have to make more complex decisions. In addition we will induce physiological stress for half of the VR scenarios to investigate how stress changes decisions and the associate brain correlates.  

Longer term they aim to support the police with VR training scenarios that enable insights into what distinguishes between good and bad decisions based on behaviour and outcomes as well as on brain activity patterns.  

Shaun Beebe said: “Durham Constabulary and Cleveland Police have been brilliant collaborators throughout the project and we really hope that the results will help them demonstrate how training supports officers to make better decisions at these critical times, with the ultimate aim of improving their approaches to protecting the public.” 

Assistant chief constable Dave Orford, Durham Constabulary said: “It is important to remember that those police officers who carry firearms are all volunteers, who we ask to put themselves in danger to protect the public. 

“Often, they do so in circumstances where they are working with little or contradictory information and their split second decisions can be unpicked and analysed over years to come. 

“The vast majority of the time, officers get it right and save many, many lives. But there are times when the decisions they take could be hard to understand for someone who has never been subject to that level of stress. 

“This research will help us to better understand how firearms officers make the decisions they make and it will hopefully help them make better decisions in future, which will, in turn, save more lives in years to come”. 

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Notes to editors: 

The University of Nottingham is a research-intensive university with a proud heritage, consistently ranked among the world's top 100. Studying at the University of Nottingham is a life-changing experience and we pride ourselves on unlocking the potential of our 44,000 students - Nottingham was named both Sports and International University of the Year in the  2019 Times and Sunday Times Good University Guide, was awarded gold in the TEF 2017 and features in the top 20 of all three major UK rankings. We have a pioneering spirit, expressed in the vision of our founder Sir Jesse Boot, which has seen us lead the way in establishing campuses in China and Malaysia - part of a globally connected network of education, research and industrial engagement. We are ranked eighth for research power in the UK according to REF 2014. We have six beacons of research excellence helping to transform lives and change the world; we are also a major employer, proud of our Athena SWAN silver award, and a key industry partner- locally and globally.

Story credits

More information is available from Shaun Beebe, in the School of Physics and Astrnomy at the University of Nottingham, on +44 (0) 115 9515175, or Lindsay Brooke or Jane Icke, Media Relations Managers for the Faculty of Science at the University of Nottingham, on +44 (0)115 951 5751, or Alternatively contact Rebecca Hume, Press & PR Officer, on 0121 204 5159 or email Alternatively, email  


Jane Icke - Media Relations Manager (Faculty of Science)

Email: Phone: +44 (0)115 951 5751 Location: University Park

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