As of 2007 , the percentage of Utahns that are counted as members of `` The Church of Jesus Christ of Latter-day Saints '' was 60.7 percent of the state 's population . As of 2007 , 60.7 % of Utahns are counted as members of The Church of Jesus Christ of Latter-day Saints , although only 41.6 % of them are active members .