2020
DOI: 10.1002/poi3.245
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What Drives U.S. Congressional Members’ Policy Attention on Twitter?

Abstract: Understanding how Members of Congress (MCs) distribute their political attention is key to a number of areas of political science research including agenda setting, framing, and issue evolution. Tweets illuminate what lawmakers are paying attention to by aggregating information from newsletters, press releases, and floor debates to provide a birds-eye view of a lawmaker's diverse agenda. In order to leverage this data efficiently, we trained a supervised machine learning classifier to label tweets according to… Show more

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Cited by 29 publications
(35 citation statements)
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“…To test these expectations, we use data from Hemphill et al (2021) that topic codes all tweets by the official accounts of members of the 115th Congress, 1 totaling ∼1.47 million tweets. 2 More than 53% of the tweets were policy-related while other tweets mentioned sports teams, birthdays/holidays, and local constituents.…”
Section: Methodology and Resultsmentioning
confidence: 99%
See 1 more Smart Citation
“…To test these expectations, we use data from Hemphill et al (2021) that topic codes all tweets by the official accounts of members of the 115th Congress, 1 totaling ∼1.47 million tweets. 2 More than 53% of the tweets were policy-related while other tweets mentioned sports teams, birthdays/holidays, and local constituents.…”
Section: Methodology and Resultsmentioning
confidence: 99%
“…Increasingly, Congress shares policy information in 280-character quips. Fenno’s (1978) expectation that lawmakers prioritize good public policy is somewhat realized on congressional Twitter where policy accounts for more than half of those tweets (Hemphill et al, 2021; Russell, 2021). Lawmakers are spending more time and attention publicizing their policy priorities for a digital constituency, but how lawmakers present themselves on Twitter is hardly universal, and the message variability has implications for policy and representation.…”
Section: Introductionmentioning
confidence: 99%
“…In relation to the second area, past research has found that female politicians tend to talk more about issues that predominantly affect women (Pearson and Dancey 2011). Moreover, although there are only minor gender differences in communication styles in some cases (Hrbková and Macková 2020), in general gender and party have an effect on what women tweet about (Hemphill et al 2020;Johnstonbaugh 2020;Evans and Clark 2016).…”
Section: The Role Of Gender and Party On Twittermentioning
confidence: 99%
“…Specifically, Members of Congress turn to social media to gather public opinion (Hemphill et al, 2020).…”
Section: Information Access and Gauging Constituent Preferencesmentioning
confidence: 99%