There are decent arguments that that wasn't the case - that rather the PPC drew out a lot of anti-institution voters who would've voted not just for the CPC, but also the Greens, and those who would've spoiled their ballots or not voted at all.

https://globalnews.ca/news/8212872/canada-election-conservat...