The department has increased the number of ambulances in the field in Baltimore by 50 percent in the past five years to deal with a deluge of drug overdoses and other emergency medical calls, the chief said. The union has criticized the department for using firefighters to staff medic units, saying it leads to longer fire response times. The department has responded that it is working to address staffing shortages.