Large-scale computerized text analysis in political science: Opportunities and challenges

J Wilkerson, A Casas - Annual Review of Political Science, 2017 - annualreviews.org
Text has always been an important data source in political science. What has changed in
recent years is the feasibility of investigating large amounts of text quantitatively. The internet …

Multi-criteria decision analysis for health technology assessment: addressing methodological challenges to improve the state of the art

MD Oliveira, I Mataloto, P Kanavos - The European Journal of Health …, 2019 - Springer
Background Multi-criteria decision analysis (MCDA) concepts, models and tools have been
used increasingly in health technology assessment (HTA), with several studies pointing out …

Text preprocessing for unsupervised learning: Why it matters, when it misleads, and what to do about it

MJ Denny, A Spirling - Political analysis, 2018 - cambridge.org
Despite the popularity of unsupervised techniques for political science text-as-data research,
the importance and implications of preprocessing decisions in this domain have received …

Measuring group differences in high‐dimensional choices: method and application to congressional speech

M Gentzkow, JM Shapiro, M Taddy - Econometrica, 2019 - Wiley Online Library
We study the problem of measuring group differences in choices when the dimensionality of
the choice set is large. We show that standard approaches suffer from a severe finite …

Word embeddings for the analysis of ideological placement in parliamentary corpora

L Rheault, C Cochrane - Political Analysis, 2020 - cambridge.org
Word embeddings, the coefficients from neural network models predicting the use of words
in context, have now become inescapable in applications involving natural language …

Opposition in times of crisis: COVID-19 in parliamentary debates

T Louwerse, U Sieberer, O Tuttnauer… - West European …, 2021 - Taylor & Francis
The COVID-19 pandemic presents an exceptional crisis situation not only for governments,
but also for politicians in opposition. This article analyses opposition party expressed …

[图书][B] The fundamentals of political science research

PM Kellstedt, GD Whitten - 2018 - books.google.com
The third edition of the best-selling The Fundamentals of Political Science Research
provides an introduction to the scientific study of politics. It offers the basic tools necessary …

Estimating judicial ideology

A Bonica, M Sen - Journal of Economic Perspectives, 2021 - aeaweb.org
We review the substantial literature on estimating judicial ideology, from the US Supreme
Court to the lowest state court. As a way to showcase the strengths and drawbacks of …

Playing to the gallery: Emotive rhetoric in parliaments

M Osnabrügge, SB Hobolt, T Rodon - American Political Science …, 2021 - cambridge.org
Research has shown that emotions matter in politics, but we know less about when and why
politicians use emotive rhetoric in the legislative arena. This article argues that emotive …

Multilingual sentiment analysis: A new approach to measuring conflict in legislative speeches

SO Proksch, W Lowe, J Wäckerle… - Legislative Studies …, 2019 - Wiley Online Library
Comparative scholars of legislative politics continue to face the challenge of measuring a
key theoretical concept: conflict at the level of legislative bills. We address this challenge …