Washington State University researchers are working with police departments to objectively review videos to benchmark officer performance and inform training

David Makin.

An agency’s body-worn camera video contains multiple data points that can be operationalized to benchmark officer performance and inform training. Tapping into that wealth of knowledge is the mission of David A. Makin, Ph.D., an associate professor in criminal justice and criminology at Washington State University and director of WSU’s Complex Social Interactions Lab.

Through data analytics and machine learning, Makin and his team code and catalog key variables in bodycam videos associated with a range of outcomes as specified by the agencies participating in the research. Importantly, the work undertaken in the lab captures situational and environmental factors such as the geographic location, ambient noise level, time of day, and the presence and actions taken by bystanders to better contextualize and therefore better understand interactions between police and the community.

Recently, WSU’s research team passed a significant milestone of 20,000 hours (nearly 120 weeks’ worth) of analyzed footage. I sat down with Dr. Makin to discuss how this research can contribute toward improving police-community interactions and create data-driven solutions for enhancing situational awareness, officer safety and de-escalation.

Find out more