b'H.Q. C O N T E N T SThe Official Publication of theOntario Association of Chiefs of PoliceWinter 2021/22COVER8 8Data MiningTurning digital evidence from a liability into an assetBy Jad Saliba, Paul Beesley and Jeff AdamFEATURES12Building Community TrustRe-imaging de-escalation and crisis Intervention By Assistant Commissioner Dennis Daley, Royal Canadian Mounted Police, and Inspector Jason Boutcher, Waterloo Regional Police Service16Making Bold, Courageous ChangeInterview with Jacqueline Edwards,recipient of the 2021 OACP Presidents Award of Merit By Jose Luis (Joe) Couto, Ontario Association of Chiefs of Police18What (We Think) We Know About Body CamsCanadian research is needed to examine how officersoperate body-worn camerasBy Dr. Ajay Sandhu and Dr. Sara K. Thompson, Ryerson University22Leading from the Inside-OutBuilding a coach-like culture in policingBy Heather Clayton, Heather Clayton Consulting26Safe JusticeNavigating the way forwardBy Deputy Director Maria McDonald andDetective Inspector J.D. (Jordan) Whitesell, Ontario Provincial PoliceCOLUMNS12 6A Message from the President 30Professional Services Directory H.Q. is published on behalf of: PublisherPublished by: President Robert Thompson Kevin Brown Ontario Association of OACP EditorsSenior Vice-President Chiefs of Police Joe Couto, Melissa Mascarin mediaedgepublishing.com Robert Thompson40 College StreetMediaEdge Publishing EditorDirector, Business Development Suite 605Don Norman 33 South Station Street Toronto, ON M5G 2J3North York, OntarioM9N 2B2Michael BellTel: (416) 926-0424National Sales ExecutivesToll Free: (866) 480-4717Branch Manager Fax: (416) 926-0436 Derek de Weerdt, Pat Johnston robertt@mediaedge.ca Nancie Privwww.oacp.ca Follow us on social media:Senior Design Specialist531 Marion StreetPublished February 2022OACPOfficial Krista Zimmermann Winnipeg, ManitobaR2J 0J9Publication Mail Agreement #40787580Junior Design SpecialistToll Free: (866) 201-3096Please return all undeliverable publications to 40 College Street, Suite 605,Bethany Giesbrecht Fax: (204) 480-4420 Toronto, ONM5G 2J3All rights reserved. The contents of this publication may not be reproduced by any means, in whole or in part, without the prior written consent of the association. H.Q. is printed on 10% post-consumer FSC certified paper using soya based inks. When necessary to mail an issue in an enclosure, we use an environmentally-friendly, 100% oxo-degradable poly-wrap. The Official Publication of the Ontario Association of Chiefs of Police5'