An Experimental Approach to Measuring Ideological Positions in Political Text∗

نویسنده

  • John A. Henderson
چکیده

Though powerful as general tools, automated measures of position-taking in text often perform poorly when models of speech are difficult to develop or theoretically contested. Rather than model text, I develop an experimental approach to measure perceptions of partisanship in speech, with an application to 2008 Congressional advertisements. I randomly assign ads to subjects recruited in a large-N survey, and ask them to ‘guess’ the party of featured candidates, with ads scored as their average party inference. These party perception scores are empirically synonymous with a liberal-conservative dimension, and highly reliable across samples and experimental conditions. Party identity has little impact on guesses, indicating the inferential task significantly mutes partisan bias. For validation, I assess which words influence guessing, and whether ad-scores correspond to expectations about how candidates target voters. Importantly, this experimental approach can augment or validate automated text analysis, and generalize to study speech across many other contexts.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Manipulation As an Ideological Tool in the Persian Translations of Ervand Abrahamian’s The Coup: A Multimodal CDA Approach

The present Critical Discourse Analysis (CDA) study aimed to explore the probable ideological manipu- lations exerted in three translations of an English political book entitled The Coup by Ervand Abraha- mian. This comparative qualitative study was conducted based on Farahzad‘s three-dimensional CDA model. The textual, paratextual, and ...

متن کامل

Using Experiments to Improve Ideal Point Estimation in Text with an Application to Political Ads∗

Researchers are rapidly developing new automated techniques to scale political speech on an ideological dimension. Yet, the task has proven difficult across many settings. Political advertisements, in particular, have eluded such efforts. Candidates air relatively few ads, containing limited policy information, and there is little agreement about how to model political speech in the campaign, m...

متن کامل

Ideological Phrase Indicators for Classification of Political Discourse Framing on Twitter

Politicians carefully word their statements in order to influence how others view an issue, a political strategy called framing. Simultaneously, these frames may also reveal the beliefs or positions on an issue of the politician. Simple language features such as unigrams, bigrams, and trigrams are important indicators for identifying the general frame of a text, for both longer congressional sp...

متن کامل

Attitudes in Iranian vs. Western Media Coverage of the Iranian Nuclear Issue

Employing the appraisal framework in discovering the way ideology is crystalized through discourse, the present study attempts to investigate how journalistic ideologies and political positions are manifested through attitudinal terms. Referring to White’s (2012) distinction of attitude types, inscribed vs. invoked, based on Martin and White’s (2005) appraisal theory, journalistic ideology toge...

متن کامل

An Investigation of the Effect of Ideological, Economic, and Status Components on Political News Translation

Translation is a challenging task, especially when it deals with ideological turns. Translations may be ma- nipulated and rewritten by rival parties to serve their own interests and convey their own ideologies and also translators play a significant role in negotiating meaning within social and political processes. In the field of ideological turns, different matters are being discussed f...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2016