Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts

Grimmer, Justin, Stewart, Brandon M.·2013·Political Analysis

Cited by (3,308)

Items 201–300 of 3,308

  1. Twitter as Data
    Zachary C. Steinert-Threlkeld · 2018 · Cambridge University Press eBooks
  2. Labor Market Dualization and Insider–Outsider Divides: Why This New Conflict Matters
    Hanna Schwander · 2018 · Political Studies Review
  3. From Big Data to Rich Theory: Integrating Critical Discourse Analysis with Structural Topic Modeling
    Ana M. Aranda, Kathrin Sele, Helen Etchanchu, Jonne Y. Guyt, Eero Vaara · 2021 · European Management Review
  4. Text as Data
    Matthew Aaron Gentzkow, Bryan T. Kelly, Matt A. Taddy · 2017 · National Bureau of Economic Research
  5. Rhetorics of Radicalism
    Daniel Karell, M. Freedman · 2019 · American Sociological Review
  6. Automated content analysis and crisis communication research
    Toni G.L.A. van der Meer · 2016 · Public Relations Review
  7. Discovering bank risk factors from financial statements based on a new semi‐supervised text mining algorithm
    Lu Wei, Guowen Li, Xiaoqian Zhu · 2019 · Accounting and Finance
  8. Computational Social Science and the Study of Political Communication
    Yannis Theocharis, Andreas Martin Jungherr · 2020 · Political Communication
  9. Text as Policy: Measuring Policy Similarity through Bill Text Reuse
    Fridolin Linder, Bruce A. Desmarais, Matthew Burgess, Eugenia Giraudy · 2018 · Policy Studies Journal
  10. Communicating supranational governance? The salience of EU affairs in the German Bundestag, 1991–2013
    Christian Rauh · 2014 · European Union Politics
  11. Mixing politics and crime – The prevalence and decline of political discourse on the cryptomarket
    Rasmus Munksgaard, Jakob Demant · 2016 · International Journal of Drug Policy
  12. Presidents, Policy Compromise, and Legislative Success
    Christian Arnold, David Arnold Doyle, Nina Wiesehomeier · 2017 · The Journal of Politics
  13. Mapping Urban Park Cultural Ecosystem Services: A Comparison of Twitter and Semi-Structured Interview Methods
    Michelle Leigh Johnson, Lindsay Kathleen Campbell, Erika S. Svendsen, Heather L. McMillen · 2019 · Sustainability
  14. Large language model applications for evaluation: Opportunities and ethical implications
    Cari Beth Head, Paul Jasper, Matthew M. McConnachie, Linda Raftree, Grace Lyn Higdon · 2023 · New Directions for Evaluation
  15. Automated text mining for requirements analysis of policy documents
    Aaron K. Massey, Jacob Eisenstein, Annie I. Antón · 2013 · IEEE International Requirements Engineering Conference (RE)
  16. Frames Beyond Words
    Björn Burscher, Rens Vliegenthart, Claes H. de Vreese · 2015 · Social Science Computer Review
  17. How has Science Education changed over the last 100 years? An analysis using natural language processing
    Tor Ole B. Odden, Alessandro Marin, John L. Rudolph · 2021 · Science Education
  18. Artificial Intelligence for Investigative Reporting
    Meredith Broussard · 2014 · Digital Journalism
  19. Validating Estimates of Latent Traits from Textual Data Using Human Judgment as a Benchmark
    Will Lowe, Kenneth R. Benoit · 2013 · Political Analysis
  20. Mirrors for Princes and Sultans: Advice on the Art of Governance in the Medieval Christian and Islamic Worlds
    Lisa Blaydes, Justin Grimmer, Alison McQueen · 2018 · The Journal of Politics
  21. Assessing technology legitimacy with topic models and sentiment analysis – The case of wind power in Germany
    Joris Dehler-Holland, Marvin Okoh, Dogan Keles · 2021 · Technological Forecasting and Social Change
  22. Representation Learning for Natural Language Processing
    Zhiyuan Liu, Yankai Lin, Maosong Sun · 2020 · Springer eBooks
  23. Tourism companies' risk exposures on text disclosure
    Jianping Li, Yuyao Feng, Guowen Li · 2020 · Annals of Tourism Research
  24. Analyzing User Comments on YouTube Coding Tutorial Videos
    Elizabeth Poche, Nishant Nisan Jha, Grant Williams · 2017 · IEEE/ACM International Conference on Program Comprehension (ICPC)
  25. Who Polices the Administrative State?
    Kenneth Lowande · 2018 · American Political Science Review
  26. Liberal and Conservative Representations of the Good Society: A (Social) Structural Topic Modeling Approach
    Joanna L. Sterling, John T. Jost, Curtis D. Hardin · 2019 · SAGE Open
  27. A Progressive Supervised-learning Approach to Generating Rich Civil Strife Data
    Peter F. Nardulli, Scott L. Althaus, Matthew Hayes · 2015 · Sociological Methodology
  28. Politicization and Responsiveness in Executive Agencies
    Kenneth Lowande · 2019 · Journal of Politics
  29. The New EU Forest Strategy for 2030: A New Understanding of Sustainable Forest Management?
    Markus Lier, Michael Köhl, Kari T. Korhonen, Stefanie Linser, Kit Prins, Andrzej Talarczyk · 2022 · Forests
  30. Research Methods in Deliberative Democracy
    Selen A. Ercan, Hans Asenbaum, Nicole Curato, Ricardo Fabrino Mendonça · 2022
  31. Knowing where and how criminal organizations operate using web content
    Michele Coscia, Viridiana Ríos · 2012 · ACM International Conference on Information and Knowledge Management (CIKM)
  32. Text Preprocessing For Unsupervised Learning: Why It Matters, When It Misleads, And What To Do About It
    Matthew James Denny, Arthur Spirling · 2017 · SSRN Electronic Journal
  33. Social media analytics in hospitality and tourism
    Farshid Mirzaalian, Elizabeth A. Halpenny · 2019 · Journal of Hospitality and Tourism Technology
  34. Contention in Times of Crisis
    Hanspeter Kriesi, Jasmine Lorenzini, Bruno Wüest, Häusermann, Silja · 2020 · Cambridge University Press eBooks
  35. Does Radical-Right Success Make the Political Debate More Negative? Evidence from Emotional Rhetoric in German State Parliaments
    Vicente Valentim, Tobias Widmann · 2021 · Political Behavior
  36. Active Learning Approaches for Labeling Text: Review and Assessment of the Performance of Active Learning Approaches
    Blake Miller, Fridolin Linder, Walter R. Mebane · 2020 · Political Analysis
  37. Organizational sustainability schemes align with weak sustainability
    James Demastus, Nancy E. Landrum · 2023 · Business Strategy and the Environment
  38. Estimating Party Positions across Countries and Time—A Dynamic Latent Variable Model for Manifesto Data
    Thomas König, Moritz Marbach, Moritz Osnabrügge · 2013 · Political Analysis
  39. Quantitative text analysis and the study of EU lobbying and interest groups
    Adriana Bunea, Raimondas Ibenskas · 2015 · European Union Politics
  40. The Use of Text as Data Methods in Public Administration: A Review and an Application to Agency Priorities
    Gary E. Hollibaugh · 2018 · Journal of Public Administration Research and Theory
  41. Sustained Organizational Influence: American Legislative Exchange Council and the Diffusion of Anti‐Sanctuary Policy
    Loren Collingwood, Stephen Omar El‐Khatib, Benjamin Gonzalez O’Brien · 2018 · Policy Studies Journal
  42. Corporate Financial Disclosure Measurement in the Empirical Accounting Literature: A Review Article
    Omaima A. G. Hassan, Claire L. Marston · 2019 · The International Journal of Accounting
  43. Populist ideas on social media: A dictionary-based measurement of populist communication
    Johann Gründl · 2020 · New Media & Society
  44. Exposure to Offshoring and the Politics of Trade Liberalization: Debate and Votes on Free Trade Agreements in the US House of Representatives, 2001–2006
    Erica Owen · 2017 · International Studies Quarterly
  45. Mediatization and the Disproportionate Attention to Negative News
    Toni G.L.A. van der Meer, Anne C. Kroon, Piet Verhoeven, Jeroen G. F. Jonkman · 2018 · Journalism Studies
  46. Word Counts and Topic Models
    Elisabeth Günther, Thorsten Quandt · 2015 · Digital Journalism
  47. Flow My FE the Vendor Said: Exploring Violent and Fraudulent Resource Exchanges on Cryptomarkets for Illicit Drugs
    Kim Kristian Moeller, Rasmus Munksgaard, Jakob Demant · 2017 · American Behavioral Scientist
  48. Can we vote with our tweet? On the perennial difficulty of election forecasting with social media
    Mark Huberty · 2015 · International Journal of Forecasting
  49. Topic Modeling the Research‐Practice Gap in Public Administration
    Richard M. Walker, Yanto Chandra, Jiasheng Zhang · 2019 · Public Administration Review
  50. Generalized word shift graphs: a method for visualizing and explaining pairwise comparisons between texts
    Gallagher, Ryan J., Frank, Morgan R., Mitchell, Lewis, Schwartz, Aaron J., Reagan, Andrew J., Danforth, Christopher M., Dodds, Peter Sheridan · 2021 · EPJ Data Science
  51. Topic Modeling and Characterization of Hate Speech against Immigrants on Twitter around the Emergence of a Far-Right Party in Spain
    Calderón, Carlos Arcila, de la Vega, Gonzalo, Herrero, David Blanco · 2020 · Social Sciences
  52. Topic Modeling Uncovers Shifts in Media Framing of the German Renewable Energy Act
    Joris Dehler-Holland, Kira Schumacher, Wolf Fïchtner · 2020 · Patterns
  53. From Pews to Politics
    Gwyneth McClendon, Rachel Beatty Riedl · 2019 · Cambridge University Press eBooks
  54. Political Polarization and the Dynamics of Political Language: Evidence from 130 Years of Partisan Speech
    Jacob Jensen, Ethan Daniel Kaplan, Suresh Naidu, Laurence H. Wilse-Samson · 2012 · Brookings Papers on Economic Activity
  55. When climate change is missing: Media discourse on coal mining in the Czech Republic
    Lukáš Lehotský, Filip Černoch, Jan Osička, Petr Ocelík · 2019 · Energy Policy
  56. The Methodological Divide of Sociology: Evidence from Two Decades of Journal Publications
    Carsten Schwemmer, Oliver Wieczorek · 2019 · Sociology
  57. Overcoming Language Barriers: Assessing the Potential of Machine Translation and Topic Modeling for the Comparative Analysis of Multilingual Text Corpora
    Ueli Reber · 2018 · Communication Methods and Measures
  58. Learning to See: Convolutional Neural Networks for the Analysis of Social Science Data
    Michelle Torres, Francisco Cantú · 2021 · Political Analysis
  59. Topic modeling revisited: New evidence on algorithm performance and quality metrics
    Matthias Rüdiger, David Antons, Amol M. Joshi · 2022 · PLoS ONE
  60. Inferring Roll‐Call Scores from Campaign Contributions Using Supervised Machine Learning
    Adam Bonica · 2018 · American Journal of Political Science
  61. Positioning under Alternative Electoral Systems: Evidence from Japanese Candidate Election Manifestos
    Amy L. Catalinac · 2017 · American Political Science Review
  62. How We Do Things With Words: Analyzing Text as Social and Cultural Data
    Dong Nguyen, Maria Liakata, Simon DeDeo, Jacob Eisenstein, David Mimno, Rebekah Tromble, Jane Winters · 2020 · Frontiers in Artificial Intelligence
  63. Hierarchy in Regime Complexes: Understanding Authority in Antarctic Governance
    Jessica Green · 2021 · International Studies Quarterly
  64. What We Can Do and Cannot Do with Topic Modeling: A Systematic Review
    Yingying Chen, Zhao Peng, Sei‐Hill Kim, Chang‐Won Choi · 2023 · Communication Methods and Measures
  65. Embedding Regression: Models for Context-Specific Description and Inference
    RODRIGUEZ, PEDRO L., SPIRLING, ARTHUR, STEWART, BRANDON M. · 2023 · American Political Science Review
  66. The Framing of COVID-19 in Italian Media and Its Relationship with Community Mobility: A Mixed-Method Approach
    Yotam Ophir, Dror Walter, Daniel Arnon, Ayse D. Lokmanoglu, Michele Tizzoni, Joëlle Carota, Lorenzo D’Antiga, Emanuele Nicastro · 2021 · Journal of Health Communication
  67. Topic modeling for frame analysis: A study of media debates on climate change in India and USA
    Tuukka Ylä-Anttila, Veikko Eranti, Anna Kukkonen · 2021 · Global Media and Communication
  68. How Populist are Parties? Measuring Degrees of Populism in Party Manifestos Using Supervised Machine Learning
    Jessica Di Cocco, Bernardo Monechi · 2021 · Political Analysis
  69. Renewable power generation policies in China: Policy instrument choices and influencing factors from the central and local government perspectives
    Song Chai, Qiyun Liu, Jin Yang · 2023 · Renewable and Sustainable Energy Reviews
  70. Modeling Issue Definitions Using Quantitative Text Analysis
    M. Nowlin · 2016 · Policy Studies Journal
  71. Missing Data Imputation for Supervised Learning
    Jason Poulos, Rafael Valle · 2018 · Applied Artificial Intelligence
  72. Power, ideas, and World Bank conditionality
    Ben Cormier, Mark S. Manger · 2021 · The Review of International Organizations
  73. The political challenges of deep decarbonisation: towards a more integrated agenda
    Andrew Jordan, Irene Lorenzoni, Jale Tosun, Joan Enguer, Lucas Geese, John Kenny, Emiliano Levario Saad, Brendan Moore, Simon Schaub · 2022 · Climate Action
  74. Multidimensional Representation
    Fabio Wolkenstein, Christopher Wratil · 2020 · American Journal of Political Science
  75. Sentiment and position-taking analysis of parliamentary debates: a systematic literature review
    Gavin Abercrombie, R. Batista-Navarro · 2019 · Journal of Computational Social Science
  76. Toward a better understanding of implementation performance in the EU multilevel system
    Eva Thomann, Fritz Sager · 2017 · Journal of European Public Policy
  77. Trump’s and Clinton’s Style and Rhetoric during the 2016 Presidential Election
    Jacques Savoy · 2017 · Journal of Quantitative Linguistics
  78. Content Analysis: a short overview
    Niels Gheyle, Thomas Jacobs · 2017 · Ghent University Academic Bibliography (Ghent University)
  79. Does politics drive conflict in central banks’ committees? Lifting the veil on the European Central Bank consensus
    Manuela Moschella, Nicola Martocchia Diodati · 2019 · European Union Politics
  80. Topics, Concepts, and Measurement: A Crowdsourced Procedure for Validating Topics as Measures
    Luwei Ying, Jacob Montgomery, Brandon Stewart · 2021 · Political Analysis
  81. Informing the Leader: Bureaucracies and International Crises
    Robert Schub · 2022 · American Political Science Review
  82. Anti-Americanism and Anti-Interventionism in Arabic Twitter Discourses
    Amaney Jamal, Robert O. Keohane, David Romney, Dustin H. Tingley · 2015 · Perspectives on Politics
  83. Beyond NTEE Codes: Opportunities to Understand Nonprofit Activity Through Mission Statement Content Coding
    Rachel Fyall, M. Kathleen Moore, Mary Kay Gugerty · 2018 · Nonprofit and Voluntary Sector Quarterly
  84. Political Language in Economics
    Zubin Jelveh, Bruce Kogut, Suresh Naidu · 2014 · SSRN Electronic Journal
  85. Why Is All COVID-19 News Bad News?
    Bruce Sacerdote, Ranjan Sehgal, Molly Cook · 2020 · National Bureau of Economic Research
  86. Cody: An AI-Based System to Semi-Automate Coding for Qualitative Research
    Tim Rietz, Alexander Maedche · 2021 · CHI Conference on Human Factors in Computing Systems
  87. Image as Data: Automated Visual Content Analysis for Political Science
    Jungseock Joo, Zachary C. Steinert-Threlkeld · 2018 · arXiv.org
  88. Election campaigning on social media: Politicians, audiences and the mediation of political communication on Facebook and Twitter
    Sebastian Stier, Arnim Bleier, Haiko Lietz · 2018
  89. What kind of populism? Tone and targets in the Twitter discourse of French and American presidential candidates
    Peter Maurer, Trevor Diehl · 2020 · European Journal of Communication
  90. Diverse Lobbying Coalitions and Influence in Notice‐and‐Comment Rulemaking
    Maraam A. Dwidar · 2021 · Policy Studies Journal
  91. Maximum Likelihood for Social Science
    M. Ward, John Ahlquist · 2018 · Cambridge University Press eBooks
  92. Critical findings of the sixth assessment report (AR6) of working Group I of the intergovernmental panel on climate change (IPCC) for global climate change policymaking a summary for policymakers (SPM) analysis
    Majid Asadnabizadeh · 2022 · International Journal of Climate Change Strategies and Management
  93. Diverse climate actors show limited coordination in a large-scale text analysis of strategy documents
    Angel Hsu, Ross Rauber · 2021 · Communications Earth & Environment
  94. Mining topic and sentiment dynamics in physician rating websites during the early wave of the COVID-19 pandemic: Machine learning approach
    Adnan Muhammad Shah, Xiangbin Yan, Abdul Qayyum, Rizwan Ali Naqvi, Syed Jamal Shah · 2021 · International Journal of Medical Informatics
  95. The discursive construction of digitalization: a comparative analysis of national discourses on the digital future of work
    Matteo Marenco, Timo Seidl · 2021 · European Political Science Review
  96. Information resources processing using linguistic analysis of textual content
    Jun Su, Victoria Vysotska, Anatoliy Sachenko · 2017 · IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)
  97. Scaling up Content Analysis
    Damian Trilling, Jeroen G. F. Jonkman · 2018 · Communication Methods and Measures
  98. Frontiers in data analytics for adaptation research: Topic modeling
    Alexandra C. Lesnikowski, Ella Belfer, Emma Rodman, Julie M Smith, Robbert G. Biesbroek, John Wilkerson, James D. Ford, Lea Berrang‐Ford · 2019 · Wiley Interdisciplinary Reviews Climate Change
  99. Authoritarian media and diversionary threats: lessons from 30 years of Syrian state discourse
    Ala’ Alrababa’h, Lisa Blaydes · 2020 · Political Science Research and Methods
  100. Communicating corporate LGBTQ advocacy: A computational comparison of the global CSR discourse
    Alvin Y. Zhou · 2021 · Public Relations Review