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Topics and participation in the MSNBC Democratic debate (February 2016)

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See also: Durham, N.H., MSNBC Democratic debate (February 4, 2016)



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This article analyzes the central themes of the Democratic presidential debate held on February 4, 2016, in Durham, New Hampshire. The transcript prepared by The Washington Post was used to measure candidate participation and audience engagement.[1] Footage from the debate was consulted where there were ambiguities in the text.

To compare the statistics of this debate to those of the previous Democratic debate, see the analysis of the NBC Democratic debate in January 2016.

Segments

The fifth Democratic presidential debate featured 25 unique discussion segments covering progressive policy, national security and domestic issues. These discussion segments were measured by any shift in the theme of a discussion prompted by one of the moderators: Chuck Todd or Rachel Maddow.

"These candidates are both running for the Democratic nomination, but they are very different from each other when it comes to what matters most and how they would go about the job of being president. Our job tonight is to draw out those differences so you, the voters, can understand them and be fully informed," said Todd at the beginning of the debate.

To this end, the first four discussion segments following the opening statements related to each candidate's identity as a progressive. The moderators allowed several uninterrupted and lengthy exchanges between Clinton and Sanders on campaign finance reform, healthcare reform, student loan reform, and banking policy, in addition to the original topic of these discussion segments.

Overall participation

Participation in a discussion segment was defined as a substantive comment related to the discussion segment's topic. Jokes and attempts to gain permission from a moderator to speak were not considered participatory speech acts. In some instances, candidates who participated in a discussion segment diverted from the prompted topic.

Hillary Clinton and Bernie Sanders participated in 22 discussion segments and 24 discussion segments, respectively. The only discussion segment Sanders did not participate in covered whether there were any federal agencies that should be abolished or created.

Clinton did not participate in the discussion segments on public campaign financing and the regulation of corporations. She was invited to comment on the Sanders campaign's alleged endorsement misrepresentations but declined to do so.

Candidate participation by behavior

Participation in the debate was also measured by the candidate's behavior at the start of each discussion segment. This study considered whether a candidate was initially prompted by a moderator to speak during a discussion segment or whether he or she independently engaged in the discussion segment by interrupting another candidate or calling on the moderator for permission to speak. A candidate's conduct after they joined a discussion segment was not considered.

Clinton preemptively joined a discussion segment once to criticize Sanders' foreign policy. Sanders, similarly, interjected himself only once into the discussion segment on U.S.-Iran relations.

Candidate participation by speaking order

This study also calculated the number of times a candidate spoke first or second during a discussion segment, whether prompted by a moderator with a question or invitation to rebut or by interjection.

Audience engagement

Audience engagement was measured by noting applause, cheering, or laughter in The Washington Post's transcript. Footage from the debate was consulted when the text was ambiguous about to whom the audience was responding.

Clinton received the most instances of audience engagement during the discussion segments on whether she was part of the establishment or influenced by contributions from Wall Street. She was jeered once, however, when she accused Sanders of launching an "artful smear" campaign against her.

Sanders' instances of audience engagement were distributed equally throughout the debate.

Candidate speech analysis

Word cloud of Hillary Clinton's speech during the debate
Hillary-Clinton-circle.png
  • Candidate: Hillary Clinton
  • Number of words: 6,973
  • Most commonly used words:
    • Know: 55
    • Think: 46
    • Want: 40
    • Work: 36
    • People: 36
Word cloud of Bernie Sanders' speech during the debate
Bernie-Sanders-circle.png
  • Candidate: Bernie Sanders
  • Number of words: 6,407
  • Most commonly used words:
    • People: 49
    • Think: 42
    • Know: 30
    • Secretary: 29
    • Country: 27

See also

Footnotes