In 2009, Collins voted against the Misuse of Drugs (Medicinal Cannabis) Amendment Bill, a bill aimed at amending the Misuse of Drugs Act to allow the use of cannabis for medical purposes. In 2020, Collins voted no on the 2020 New Zealand cannabis referendum.
