it more difficult for nonprofit advocacy organizations to make their voices heard. How then
can an organization gain attention on social media? We address this question by building
and testing a model of the effectiveness of the Twitter use of advocacy organizations. Using
number of retweets and number of favorites as proxies of attention, we test our hypotheses
with a 12-month panel dataset that collapses by month and organization the 219,915 tweets …