McGlennon was then the elected representative to the 66th United States Congress (March 4, 1919 – March 3, 1921), representing New Jersey's 8th congressional district in the United States House of Representatives, but was an unsuccessful candidate for reelection in 1920 to the 67th United States Congress.
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