address this question by investigating the social media use of 188 501 (c)(3) advocacy
organizations. After briefly examining the types of social media technologies employed, we
turn to an in-depth examination of the organizations' use of Twitter. This in-depth message-
level analysis is twofold: A content analysis that examines the prevalence of previously
identified communicative and advocacy constructs in nonprofits' social media messages; …