[2] Glover served as a member of the Winnipeg Police Service for almost 19 years prior to her election, rising to the rank of sergeant.

Running under the Conservative Party, Glover ran for and won the electoral district of Saint Boniface, Manitoba, in the 2008 federal election from incumbent Liberal Raymond Simard by over 4,500 votes.

[6] On July 22, 2014, it was reported in the media that Glover's staffers had attempted to remove the controversial election spending information from her Wikipedia page.

[8] Her campaign acknowledged that, as a result of "inadvertence and an honest misunderstanding of what constitutes an election expense," it exceeded the legal limit by $2,267.

[2] On October 8, 2013, on behalf of Glover, Daryl Kramp, Member of Parliament (Prince Edward-Hastings), announced support for the Tsi Kionhnheht Ne Onkwawenna Language Circle (TKNOLC) to develop Mohawk language-learning tools.