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During the COVID-19 pandemic, governments largely relied on the police to enforce laws and COVID-19 regulations. But little is known regarding officers’ willingness—or their use of discretion—in the enforcement of such rules. The current study draws on a sample of 9,212 police officers from 11 distinct countries across the globe and examines how perceived public adherence, police agency’s support, and officers’ work attitudes, among other factors collaboratively influence their frequency of enforcing COVID-19 rules when encountering violations. We also examined cross-country variations in officer enforcement of such rules. We find curious and contradictory evidence regarding the effectiveness of police departmental changes, fear of contracting the coronavirus, officer work attitudes, and officer gender on their reported likelihood to “do nothing,” “issue advice,” “issue tickets,” or “make arrests.”