IDEAS home Printed from https://ideas.repec.org/r/cup/polals/v21y2013i03p267-297_01.html

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

Citations

Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
as


Cited by:

  1. Sanders James & Lisi Giulio & Schonhardt-Bailey Cheryl, 2017. "Themes and Topics in Parliamentary Oversight Hearings: A New Direction in Textual Data Analysis," Statistics, Politics and Policy, De Gruyter, vol. 8(2), pages 153-194, December.
  2. Brian Fogarty & David Kimball & Lea Kosnik, 2016. "The Media, Voter Fraud, and the 2012 Elections," Working Papers 1012, University of Missouri-St. Louis, Department of Economics.
  3. Giebler, Heiko & Meyer, Thomas M. & Wagner, Markus, 2021. "The changing meaning of left and right: supply- and demand-side effects on the perception of party positions," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 31(2), pages 243-262.
  4. repec:osf:socarx:gz934_v1 is not listed on IDEAS
  5. Michelle L. Johnson & Lindsay K. Campbell & Erika S. Svendsen & Heather L. McMillen, 2019. "Mapping Urban Park Cultural Ecosystem Services: A Comparison of Twitter and Semi-Structured Interview Methods," Sustainability, MDPI, vol. 11(21), pages 1-21, November.
  6. Bluhm, Benjamin & Cutura, Jannic, 2020. "Econometrics at scale: Spark up big data in economics," SAFE Working Paper Series 266, Leibniz Institute for Financial Research SAFE.
  7. Miklós Sebők & Rebeka Kiss & István Járay, 2024. "Introducing HUNCOURT: A New Open Legal Database Covering the Decisions of the Hungarian Constitutional Court for Between 1990 and 2021," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 6507-6540, June.
  8. Gunnar Friede, 2019. "Why don't we see more action? A metasynthesis of the investor impediments to integrate environmental, social, and governance factors," Business Strategy and the Environment, Wiley Blackwell, vol. 28(6), pages 1260-1282, September.
  9. Heinemann, Friedrich & Kemper, Jan, 2022. "Inflation of objectives instead of focus on inflation? Evidence on the ECB objective function from a textual analysis," ZEW Expert Briefs 22-07, ZEW - Leibniz Centre for European Economic Research.
  10. Purwoko Haryadi Santoso & Edi Istiyono & Haryanto & Wahyu Hidayatulloh, 2022. "Thematic Analysis of Indonesian Physics Education Research Literature Using Machine Learning," Data, MDPI, vol. 7(11), pages 1-41, October.
  11. Ramit Debnath & Sarah Darby & Ronita Bardhan & Kamiar Mohaddes & Minna Sunikka-Blank, 2020. "Grounded reality meets machine learning: A deep-narrative analysis framework for energy policy research," Working Papers EPRG2019, Energy Policy Research Group, Cambridge Judge Business School, University of Cambridge.
  12. Andres Algaba & David Ardia & Keven Bluteau & Samuel Borms & Kris Boudt, 2020. "Econometrics Meets Sentiment: An Overview Of Methodology And Applications," Journal of Economic Surveys, Wiley Blackwell, vol. 34(3), pages 512-547, July.
  13. Djourelova, Milena & Durante, Ruben, 2019. "Media Attention and Strategic Timing in Politics: Evidence from U.S. Presidential Executive Orders," CEPR Discussion Papers 13961, C.E.P.R. Discussion Papers.
  14. Bongsug (Kevin) Chae & Eunhye (Olivia) Park, 2018. "Corporate Social Responsibility (CSR): A Survey of Topics and Trends Using Twitter Data and Topic Modeling," Sustainability, MDPI, vol. 10(7), pages 1-20, June.
  15. Hirsch, Patrick & Köhler, Ekkehard A. & Feld, Lars P. & Thomas, Tobias, 2020. ""Whatever it takes!": How tonality of TV-news affects government bond yield spreads during crises," Freiburg Discussion Papers on Constitutional Economics 20/9, Walter Eucken Institut e.V..
  16. Maschke, Andreas, 2024. "Talking exports: The representation of Germany's current account in newspaper media," MPIfG Discussion Paper 24/1, Max Planck Institute for the Study of Societies.
  17. Mourtgos, Scott M. & Adams, Ian T., 2019. "The rhetoric of de-policing: Evaluating open-ended survey responses from police officers with machine learning-based structural topic modeling," Journal of Criminal Justice, Elsevier, vol. 64(C), pages 1-1.
  18. Gadat, Sébastien & Villeneuve, Stéphane, 2023. "Parsimonious Wasserstein Text-mining," TSE Working Papers 23-1471, Toulouse School of Economics (TSE).
  19. Scherzinger, Johannes, 2022. "Unbowed, unbent, unbroken? Examining the validity of the responsibility to protect," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, issue (OnlineFi, pages 1-1.
  20. Grajzl, Peter & Murrell, Peter, 2025. "From status to contract? A macrohistory from early-modern English caselaw and print culture," Explorations in Economic History, Elsevier, vol. 97(C).
  21. Julia Wolfinger & Lars P. Feld & Ekkehard A. Köhler & Tobias Thomas, 2018. "57 Channels (And Nothin On) - Does TV-News on the Eurozone Affect Government Bond Yield Spreads?," CESifo Working Paper Series 7437, CESifo.
  22. Yong Liu, 2018. "Exploring the Relationship between External Positive–Negative Pressures and the Carbon Management Behaviour of Industrial Firms," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 25(4), pages 628-641, July.
  23. Rodrigo Zamith & Seth C. Lewis, 2015. "Content Analysis and the Algorithmic Coder," The ANNALS of the American Academy of Political and Social Science, , vol. 659(1), pages 307-318, May.
  24. Elliott Ash & Massimo Morelli & Matia Vannoni, 2025. "More Laws, More Growth? Evidence from US States," Journal of Political Economy, University of Chicago Press, vol. 133(7), pages 2139-2179.
  25. Florence Ertel & Simon Donig & Markus Eckl & Sebastian Gassner & Daniel Göler & Malte Rehbein, 2024. "Using web archives for an explorative study of the web presence of German parties during the European election 2019," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(1), pages 603-625, February.
  26. Ouissal El Aziz & Abdelkarim Asdiou, 2025. "AI-powered analysis of ESG disclosure: a clustering approach to determinants and motivations," Future Business Journal, Springer, vol. 11(1), pages 1-20, December.
  27. Mikko Moilanen & Stein Østbye, 2021. "Doublespeak? Sustainability in the Arctic—A Text Mining Analysis of Norwegian Parliamentary Speeches," Sustainability, MDPI, vol. 13(16), pages 1-15, August.
  28. Soojin Oh Park & Nail Hassairi, 2021. "What predicts legislative success of early care and education policies?: Applications of machine learning and Natural Language Processing in a cross-state early childhood policy analysis," PLOS ONE, Public Library of Science, vol. 16(2), pages 1-36, February.
  29. Mircea Popa, 2025. "Modelling policy action using natural language processing: evidence for a long-run increase in policy activism in the UK," Journal of Computational Social Science, Springer, vol. 8(2), pages 1-51, May.
  30. Lino Wehrheim, 2019. "Economic history goes digital: topic modeling the Journal of Economic History," Cliometrica, Springer;Cliometric Society (Association Francaise de Cliométrie), vol. 13(1), pages 83-125, January.
  31. Bruce Sacerdote & Ranjan Sehgal & Molly Cook, 2020. "Why Is All COVID-19 News Bad News?," NBER Working Papers 28110, National Bureau of Economic Research, Inc.
  32. Mohamed M. Mostafa, 2023. "A one-hundred-year structural topic modeling analysis of the knowledge structure of international management research," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(4), pages 3905-3935, August.
  33. Liu, Kai & Zhang, Qian & He, Alex Jingwei, 2021. "The impacts of multiple healthcare reforms on catastrophic health spending for poor households in China," Social Science & Medicine, Elsevier, vol. 285(C).
  34. Michal Ovádek & Nicolas Lampach & Arthur Dyevre, 2020. "What’s the talk in Brussels? Leveraging daily news coverage to measure issue attention in the European Union," European Union Politics, , vol. 21(2), pages 204-232, June.
  35. Park, Seona & Yun, Sun-Jin & Cho, Kongjang, 2024. "Energy justice: Lessons from offshore wind farm siting conflicts in South Korea," Energy Policy, Elsevier, vol. 185(C).
  36. Han, Donggeun & Adom, Enoch & Lambert, Dayton M., 2025. "Exaggeration Bias and Article Citations in Agricultural Economics," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 361172, Agricultural and Applied Economics Association.
  37. Zhang, Han, 2021. "How Using Machine Learning Classification as a Variable in Regression Leads to Attenuation Bias and What to Do About It," SocArXiv 453jk, Center for Open Science.
  38. Carly Knight, 2022. "When Corporations Are People: Agent Talk and the Development of Organizational Actorhood, 1890–1934," Sociological Methods & Research, , vol. 51(4), pages 1634-1680, November.
  39. repec:osf:socarx:yfzsh_v1 is not listed on IDEAS
  40. Krzysztof Rybinski, 2019. "A machine learning framework for automated analysis of central bank communication and media discourse. The case of Narodowy Bank Polski," Bank i Kredyt, Narodowy Bank Polski, vol. 50(1), pages 1-20.
  41. Marcell Sebestyén, 2025. "Focal points and blind spots of human-centered AI: AI risks in written online media," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-20, December.
  42. Pierre-Marc Daigneault & Dominic Duval & Louis M. Imbeau, 2018. "Supervised scaling of semi-structured interview transcripts to characterize the ideology of a social policy reform," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(5), pages 2151-2162, September.
  43. Catherine Cleophas & Christoph Hönnige & Frank Meisel & Philipp Meyer, 2023. "Who’s Cheating? Mining Patterns of Collusion from Text and Events in Online Exams," INFORMS Transactions on Education, INFORMS, vol. 23(2), pages 84-94, January.
  44. Salomé Do & Étienne Ollion & Rubing Shen, 2024. "The Augmented Social Scientist: Using Sequential Transfer Learning to Annotate Millions of Texts with Human-Level Accuracy," Sociological Methods & Research, , vol. 53(3), pages 1167-1200, August.
  45. repec:osf:osfxxx:mg3zb_v1 is not listed on IDEAS
  46. Yu Won Oh & Chong Hyun Park, 2025. "Unmasking Machine Learning With Tensor Decomposition: An Illustrative Example for Media and Communication Researchers," Media and Communication, Cogitatio Press, vol. 13.
  47. Lundberg, Ian & Brand, Jennie E. & Jeon, Nanum, 2022. "Researcher reasoning meets computational capacity: Machine learning for social science," SocArXiv s5zc8, Center for Open Science.
  48. Andrew Todd & James Bowden & Yashar Moshfeghi, 2024. "Text‐based sentiment analysis in finance: Synthesising the existing literature and exploring future directions," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 31(1), March.
  49. Iudici, Antonio & Gagliardo Corsi, Agnese, 2017. "Evaluation in the field of social services for minors: Measuring the efficacy of interventions in the Italian service for health protection and promotion," Evaluation and Program Planning, Elsevier, vol. 61(C), pages 160-168.
  50. Hung, Shih-Chang & Chang, Shu-Chen, 2023. "Framing the virus: The political, economic, biomedical and social understandings of the COVID-19 in Taiwan," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
  51. repec:osf:socarx:ngdrv_v1 is not listed on IDEAS
  52. Bernhardt, Lea & Dewenter, Ralf & Thomas, Tobias, 2023. "Measuring partisan media bias in US newscasts from 2001 to 2012," European Journal of Political Economy, Elsevier, vol. 78(C).
  53. Hyunsun Kim-Hahm, 2023. "Computational approach to studying media coverage of organizations," Journal of Computational Social Science, Springer, vol. 6(2), pages 561-587, October.
  54. Javier De la Hoz-M & Mª José Fernández-Gómez & Susana Mendes, 2021. "LDAShiny: An R Package for Exploratory Review of Scientific Literature Based on a Bayesian Probabilistic Model and Machine Learning Tools," Mathematics, MDPI, vol. 9(14), pages 1-21, July.
  55. David Bholat & Stephen Hans & Pedro Santos & Cheryl Schonhardt-Bailey, 2015. "Text mining for central banks," Handbooks, Centre for Central Banking Studies, Bank of England, number 33, April.
  56. Toikka, Arho & Ruuska, Toni & Wiman, Laua & Heikkurinen, Pasi, 2026. "Degrowth and postgrowth: A systematic literature review of growth-critical science," Ecological Economics, Elsevier, vol. 240(C).
  57. repec:osf:osfxxx:rt2pb_v1 is not listed on IDEAS
  58. Oleg S. Nagornyy & Olessia Y. Koltsova, 2017. "Mining Media Topics Perceived as Social Problems by Online Audiences: Use of a Data Mining Approach in Sociology," HSE Working papers WP BRP 74/SOC/2017, National Research University Higher School of Economics.
  59. Sarah Kaplan & Keyvan Vakili, 2015. "The double-edged sword of recombination in breakthrough innovation," Strategic Management Journal, Wiley Blackwell, vol. 36(10), pages 1435-1457, October.
  60. Wisniewski, Tomasz Piotr & Yekini, Liafisu Sina, 2014. "Predicting Stock Market Returns Based on the Content of Annual Report Narrative: A New Anomaly," MPRA Paper 58107, University Library of Munich, Germany.
  61. Stefano Pagliari & Meredith Wilf, 2021. "Regulatory novelty after financial crises: Evidence from international banking and securities standards, 1975–2016," Regulation & Governance, John Wiley & Sons, vol. 15(3), pages 933-951, July.
  62. Daoud, Adel & Reinsberg, Bernhard & Kentikelenis, Alexander E. & Stubbs, Thomas H. & King, Lawrence P., 2019. "The International Monetary Fund’s interventions in food and agriculture: An analysis of loans and conditions," Food Policy, Elsevier, vol. 83(C), pages 204-218.
  63. Jeffrey King & Andrew Lugg, 2023. "Politicising pandemics: Evidence from US media coverage of the World Health Organisation," Global Policy, London School of Economics and Political Science, vol. 14(2), pages 247-259, May.
  64. Ntentas, Raphael, 2021. "Quantifying political populism and examining the link with economic insecurity: evidence from Greece," LSE Research Online Documents on Economics 112579, London School of Economics and Political Science, LSE Library.
  65. Cassy Dorff & Colin Henry & Sandra Ley, 2023. "Does Violence Against Journalists Deter Detailed Reporting? Evidence From Mexico," Journal of Conflict Resolution, Peace Science Society (International), vol. 67(6), pages 1218-1247, July.
  66. Christopher J Fariss & Fridolin J Linder & Zachary M Jones & Charles D Crabtree & Megan A Biek & Ana-Sophia M Ross & Taranamol Kaur & Michael Tsai, 2015. "Human Rights Texts: Converting Human Rights Primary Source Documents into Data," PLOS ONE, Public Library of Science, vol. 10(9), pages 1-19, September.
  67. Adriana Bunea & Raimondas Ibenskas, 2015. "Quantitative text analysis and the study of EU lobbying and interest groups," European Union Politics, , vol. 16(3), pages 429-455, September.
  68. Anjie Fang & Philip Habel & Iadh Ounis & Craig MacDonald, 2019. "Votes on Twitter: Assessing Candidate Preferences and Topics of Discussion During the 2016 U.S. Presidential Election," SAGE Open, , vol. 9(1), pages 21582440187, March.
  69. Firebanks-Quevedo, Daniel & Planas, Jordi & Buckingham, Kathleen & Taylor, Cristina & Silva, David & Naydenova, Galina & Zamora-Cristales, René, 2022. "Using machine learning to identify incentives in forestry policy: Towards a new paradigm in policy analysis," Forest Policy and Economics, Elsevier, vol. 134(C).
  70. Weijia Li, 2020. "Meritocracy in Autocracies: Origins and Consequences," Australian Economic History Review, Economic History Society of Australia and New Zealand, vol. 60(2), pages 250-258, July.
  71. Arthur Dyevre & Nicolas Lampach, 2021. "Issue attention on international courts: Evidence from the European Court of Justice," The Review of International Organizations, Springer, vol. 16(4), pages 793-815, October.
  72. Jaehwan LIM & Asei ITO & Hongyong ZHANG, 2023. "Policy Agenda and Trajectory of the Xi Jinping Administration: Textual Evidence from 2012 to 2022," Policy Discussion Papers 23008, Research Institute of Economy, Trade and Industry (RIETI).
  73. Magali Trelohan & Anne-Cécile Gay & David Moroz & Damien Chaney, 2026. "How to protect and restore biodiversity? Exploring polarized citizens' expectations through embedding-based topic modeling with large language models," Post-Print hal-05576392, HAL.
  74. Ferrara, Federico M. & Masciandaro, Donato & Moschella, Manuela & Romelli, Davide, 2022. "Political voice on monetary policy: Evidence from the parliamentary hearings of the European Central Bank," European Journal of Political Economy, Elsevier, vol. 74(C).
  75. Mohammad Al Haj Eid & Ala' Omar Dandis & Virginia Cathro & Mathew Parackal, 2024. "Exploring public voice on social media: Twitter Users' views on the circular economy," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(6), pages 6360-6373, December.
  76. Manfred Stede & Yannic Bracke & Luka Borec & Neele Charlotte Kinkel & Maria Skeppstedt, 2023. "Framing climate change in Nature and Science editorials: applications of supervised and unsupervised text categorization," Journal of Computational Social Science, Springer, vol. 6(2), pages 485-513, October.
  77. Greene, Zac & Ceron, Andrea & Schumacher, Gijs & Fazekas, Zoltan, 2016. "The Nuts and Bolts of Automated Text Analysis. Comparing Different Document Pre-Processing Techniques in Four Countries," OSF Preprints ghxj8, Center for Open Science.
  78. Joshua Mitts, 2020. "Short and Distort," The Journal of Legal Studies, University of Chicago Press, vol. 49(2), pages 287-334.
  79. Dybowski, T.P. & Adämmer, P., 2018. "The economic effects of U.S. presidential tax communication: Evidence from a correlated topic model," European Journal of Political Economy, Elsevier, vol. 55(C), pages 511-525.
  80. Federico Maria Ferrara & Jörg Haas & Andrew Peterson & Thomas Sattler, 2020. "Exports vs. Investment: How Public Discourse Shapes Support for External Imbalances ," Working Papers hal-02569351, HAL.
  81. Stephanie Ng & James Zhang & Samson Yu & Asim Bhatti & Kathryn Backholer & C. P. Lim, 2025. "Stance classification: a comparative study and use case on Australian parliamentary debates," Journal of Computational Social Science, Springer, vol. 8(2), pages 1-37, May.
  82. Salman Sigari & Amir. H. Gandomi, 2022. "Analyzing the past, improving the future: a multiscale opinion tracking model for optimizing business performance," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 9(1), pages 1-10, December.
  83. Cova, Joshua & Schmitz, Luuk, 2024. "A primer for the use of classifier and generative large language models in social science research," OSF Preprints r3qng, Center for Open Science.
  84. Debnath, Ramit & Bardhan, Ronita & Reiner, David M. & Miller, J.R., 2021. "Political, economic, social, technological, legal and environmental dimensions of electric vehicle adoption in the United States: A social-media interaction analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 152(C).
  85. James Demastus & Nancy E. Landrum, 2024. "Organizational sustainability schemes align with weak sustainability," Business Strategy and the Environment, Wiley Blackwell, vol. 33(2), pages 707-725, February.
  86. Dewenter, Ralf & Dulleck, Uwe & Thomas, Tobias, 2018. "The political coverage index and its application to government capture," Research Papers 6, EcoAustria – Institute for Economic Research.
  87. Fabio Gatti, 2024. "Quantifying Trade from Renaissance Merchant Letters," Working Papers 0258, European Historical Economics Society (EHES).
  88. Miriam Barnum & James Lo, 2020. "Is the NPT unraveling? Evidence from text analysis of review conference statements," Journal of Peace Research, Peace Research Institute Oslo, vol. 57(6), pages 740-751, November.
  89. Delattre, Laurence & Chanel, Olivier & Livenais, Cecile & Napoléone, Claude, 2015. "Combining discourse analyses to enrich theory: The case of local land-use policies in South Eastern France," Ecological Economics, Elsevier, vol. 113(C), pages 60-75.
  90. Völker, Richard & Hirschauer, Norbert & Lind, Fabienne & Gruener, Sven, 2024. "Search term validation in agricultural economics: conceptual background and application," OSF Preprints v68r7, Center for Open Science.
  91. Milena Djourelova & Ruben Durante, 2019. "Media Attention and Strategic Timing in Politics: Evidence from U.S. Presidential Executive Orders," Working Papers 1125, Barcelona School of Economics.
  92. Yeomans, Michael, 2021. "A concrete example of construct construction in natural language," Organizational Behavior and Human Decision Processes, Elsevier, vol. 162(C), pages 81-94.
  93. Yang, Jinglan & Liu, Jianghuai & Yao, Zheng & Ma, Chaoqun, 2024. "Measuring digitalization capabilities using machine learning," Research in International Business and Finance, Elsevier, vol. 70(PB).
  94. Bjorn Burscher & Rens Vliegenthart & Claes H. De Vreese, 2015. "Using Supervised Machine Learning to Code Policy Issues," The ANNALS of the American Academy of Political and Social Science, , vol. 659(1), pages 122-131, May.
  95. Tang, Jintong & Ye, Wenping & Hu, Mingzhi & Zhang, Stephen X. & Khan, Shaji A., 2024. "The gendered effect of populism on innovation," Journal of Business Venturing, Elsevier, vol. 39(4).
  96. Utesch-Xiong, Fredrik & Leymann, Gunnar & Lundan, Sarianna M., 2024. "More policy is not always effective policy: How policy coherence affects firm internationalization," International Business Review, Elsevier, vol. 33(3).
  97. David Ardia & Keven Bluteau & Mohammad‐Abbas Meghani, 2024. "Thirty years of academic finance," Journal of Economic Surveys, Wiley Blackwell, vol. 38(3), pages 1008-1042, July.
  98. Julia Seiermann, 2018. "Only Words? How Power in Trade Agreement Texts Affects International Trade Flows," UNCTAD Blue Series Papers 80, United Nations Conference on Trade and Development.
  99. Park, Sehoon & Chun, Dongphil, 2024. "Comparative analysis of third-level digital divide among Korean older adults: Capital-based approach," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
  100. Mehmet Kayakuş, 2024. "Evaluating of the Impact of Ministry of Health Mobile Applications on Corporate Reputation Through User Comments Using Artificial Intelligence," Alphanumeric Journal, Bahadir Fatih Yildirim, vol. 12(2), pages 59-74, December.
  101. Maksym Polyakov & Morteza Chalak & Md. Sayed Iftekhar & Ram Pandit & Sorada Tapsuwan & Fan Zhang & Chunbo Ma, 2018. "Authorship, Collaboration, Topics, and Research Gaps in Environmental and Resource Economics 1991–2015," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 71(1), pages 217-239, September.
  102. Schmalz, Ulrike & Ringbeck, Jürgen & Spinler, Stefan, 2021. "Door-to-door air travel: Exploring trends in corporate reports using text classification models," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
  103. Caroline Le Pennec, 2024. "Strategic Campaign Communication: Evidence from 30,000 Candidate Manifestos," The Economic Journal, Royal Economic Society, vol. 134(658), pages 785-810.
  104. Alotaibi Jareh, 2025. "Sustainable Social Innovation as a Solution for Systemic Change and Resilience," Sustainability, MDPI, vol. 17(4), pages 1-21, February.
  105. Helena Seibicke & Asimina Michailidou, 2022. "The Challenges of Reconstructing Citizen-Driven EU Contestation in the Digital Media Sphere," Politics and Governance, Cogitatio Press, vol. 10(1), pages 97-107.
  106. Arun Podayan & B Charumathi, 2025. "Corporate social capital disclosure in integrated reports: a structural topic modelling approach," Future Business Journal, Springer, vol. 11(1), pages 1-31, December.
  107. María Paz Raveau & Juan Pablo Couyoumdjian & Claudio Fuentes-Bravo & Carlos Rodriguez-Sickert & Cristian Candia, 2022. "Citizens at the forefront of the constitutional debate: Voluntary citizen participation determinants and emergent content in Chile," PLOS ONE, Public Library of Science, vol. 17(6), pages 1-25, June.
  108. Leek, Lauren Caroline, 2025. "Who Sets the Agenda of the European Central Bank? The Role of National Central Banks in the Eurosystem," SocArXiv pb24v_v1, Center for Open Science.
  109. Paris Aslanidis, 2018. "Measuring populist discourse with semantic text analysis: an application on grassroots populist mobilization," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(3), pages 1241-1263, May.
  110. Larissa Böckmann & Sarah L. de Lange & Nathalie Brack & Matthijs Rooduijn, 2025. "Far‐Right Illiberalism in the European Parliament," Politics and Governance, Cogitatio Press, vol. 13.
  111. Li, Jianping & Feng, Yuyao & Li, Guowen & Sun, Xiaolei, 2020. "Tourism companies' risk exposures on text disclosure," Annals of Tourism Research, Elsevier, vol. 84(C).
  112. Markku Anttonen & Minna Lammi & Juri Mykkänen & Petteri Repo, 2018. "Circular Economy in the Triple Helix of Innovation Systems," Sustainability, MDPI, vol. 10(8), pages 1-14, July.
  113. Camilla Salvatore & Silvia Biffignandi & Annamaria Bianchi, 2022. "Corporate Social Responsibility Activities Through Twitter: From Topic Model Analysis to Indexes Measuring Communication Characteristics," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 164(3), pages 1217-1248, December.
  114. Alastair Langtry & Niklas Potrafke & Marcel Schlepper & Timo Wochner, 2024. "Gambling for Re-election," CESifo Working Paper Series 11125, CESifo.
  115. Christopher Gandrud & Mark Hallerberg, 2015. "What is a Financial Crisis? Efficiently Measuring Real-Time Perceptions of Financial Market Stress with an Application to Financial Crisis Budget Cycles," CESifo Working Paper Series 5632, CESifo.
  116. Michael Freedman, 2019. "Fighting from the Pulpit: Religious Leaders and Violent Conflict in Israel," Journal of Conflict Resolution, Peace Science Society (International), vol. 63(10), pages 2262-2288, November.
  117. Richard Hanania, 2021. "The Humanitarian Turn at the UNSC: Explaining the development of international norms through machine learning algorithms," Journal of Peace Research, Peace Research Institute Oslo, vol. 58(4), pages 655-670, July.
  118. Margaret E. Roberts & Brandon M. Stewart & Richard A. Nielsen, 2020. "Adjusting for Confounding with Text Matching," American Journal of Political Science, John Wiley & Sons, vol. 64(4), pages 887-903, October.
  119. Elio Amicarelli & Jessica Di Salvatore, 2021. "Introducing the PeaceKeeping Operations Corpus (PKOC)," Journal of Peace Research, Peace Research Institute Oslo, vol. 58(5), pages 1137-1148, September.
  120. Yin Zhang & Zhihuai Lin & Castiel Chi-chiu Tong & Sam Wai-yeung Ho, 2025. "Enhancing tokenization accuracy with dynamic patterns: cumulative logic for segmenting user-generated content in logographic languages," Journal of Computational Social Science, Springer, vol. 8(3), pages 1-24, August.
  121. Constantine Boussalis & Travis G. Coan & Mirya R. Holman, 2018. "Climate change communication from cities in the USA," Climatic Change, Springer, vol. 149(2), pages 173-187, July.
  122. repec:osf:osfxxx:pt3q9_v1 is not listed on IDEAS
  123. Diaf, Sami & Döpke, Jörg & Fritsche, Ulrich & Rockenbach, Ida, 2022. "Sharks and minnows in a shoal of words: Measuring latent ideological positions based on text mining techniques," European Journal of Political Economy, Elsevier, vol. 75(C).
  124. Reinout A van der Veer & Markus Haverland, 2018. "Bread and butter or bread and circuses? Politicisation and the European Commission in the European Semester," European Union Politics, , vol. 19(3), pages 524-545, September.
  125. Anila Arif & Kashif Shafique & Khuram Ahmad Khan & Shahida Haji, 2021. "Analysis of Water Policy & Sustainable Development in Pakistan," International Journal of Agriculture & Sustainable Development, 50sea, vol. 3(4), pages 87-93, November.
  126. Sanders, James & Lisi, Giulio & Schonhardt-Bailey, Cheryl, 2018. "Themes and topics in parliamentary oversight hearings: a new direction in textual data analysis," LSE Research Online Documents on Economics 87624, London School of Economics and Political Science, LSE Library.
  127. Marc-Antoine Faure & César Ducruet, 2025. "Shipping Network Research: A Systematic and Quantitative Review," EconomiX Working Papers 2025-27, University of Paris Nanterre, EconomiX.
  128. Parijat Chakrabarti & Margaret Frye, 2017. "A mixed-methods framework for analyzing text data: Integrating computational techniques with qualitative methods in demography," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 37(42), pages 1351-1382.
  129. Oscar Stuhler, 2022. "Who Does What to Whom? Making Text Parsers Work for Sociological Inquiry," Sociological Methods & Research, , vol. 51(4), pages 1580-1633, November.
  130. Peter Grajzl & Peter Murrell, 2021. "Characterizing a legal–intellectual culture: Bacon, Coke, and seventeenth-century England," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 15(1), pages 43-88, January.
  131. Miklos Sebők & Zoltán Kacsuk & Ákos Máté, 2022. "The (real) need for a human touch: testing a human–machine hybrid topic classification workflow on a New York Times corpus," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(5), pages 3621-3643, October.
  132. Jef Vlegels & Stijn Daenekindt, 2021. "Combining topic models with bipartite blockmodelling to uncover the multifaceted nature of social capital," PLOS ONE, Public Library of Science, vol. 16(6), pages 1-15, June.
  133. Pastwa, Anna M. & Shrestha, Prabal & Thewissen, James & Torsin, Wouter, 2021. "Unpacking the black box of ICO white papers: a topic modeling approach," LIDAM Discussion Papers LFIN 2021018, Université catholique de Louvain, Louvain Finance (LFIN).
  134. Roman Senninger & Jens Blom‐Hansen, 2021. "Meet the critics: Analyzing the EU Commission's Regulatory Scrutiny Board through quantitative text analysis," Regulation & Governance, John Wiley & Sons, vol. 15(4), pages 1436-1453, October.
  135. Karell, Daniel & Schutte, Sebastian, 2018. "Aid, Exclusion, and the Local Dynamics of Insurgency in Afghanistan," SocArXiv 6ea2r, Center for Open Science.
  136. Kayser, Victoria & Blind, Knut, 2017. "Extending the knowledge base of foresight: The contribution of text mining," Technological Forecasting and Social Change, Elsevier, vol. 116(C), pages 208-215.
  137. repec:osf:socarx:6ea2r_v1 is not listed on IDEAS
  138. Dehler-Holland, Joris & Okoh, Marvin & Keles, Dogan, 2022. "Assessing technology legitimacy with topic models and sentiment analysis – The case of wind power in Germany," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
  139. Brian D. Feinstein & Jennifer Nou, 2023. "Strategic subdelegation," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 20(4), pages 746-817, December.
  140. repec:plo:pone00:0182156 is not listed on IDEAS
  141. Peter Grajzl & Cindy Irby, 2019. "Reflections on study abroad: a computational linguistics approach," Journal of Computational Social Science, Springer, vol. 2(2), pages 151-181, July.
  142. Ali A. Guenduez & Saskia Fuchs & Ines Mergel & Tobias Mettler & Sebastian Frowein, 2026. "From patterns to meaning: a mixed-methods framework that integrates computational and qualitative text analysis," Quality & Quantity: International Journal of Methodology, Springer, vol. 60(1), pages 2713-2738, February.
  143. Kim, Phillip H. & Kotha, Reddi & Fourné, Sebastian P.L. & Coussement, Kristof, 2019. "Taking leaps of faith: Evaluation criteria and resource commitments for early-stage inventions," Research Policy, Elsevier, vol. 48(6), pages 1429-1444.
  144. Lin, Annie E. & Young, Jimmy A. & Guarino, Jeannine E., 2022. "Mother-Daughter sexual abuse: An exploratory study of the experiences of survivors of MDSA using Reddit," Children and Youth Services Review, Elsevier, vol. 138(C).
  145. Muço, Arieda, 2025. "Measuring Corruption from Text Data," SocArXiv cftvk_v1, Center for Open Science.
  146. Angino, Siria & Robitu, Robert, 2023. "One question at a time! A text mining analysis of the ECB Q&A session," Working Paper Series 2852, European Central Bank.
  147. Martin Haselmayer & Marcelo Jenny, 2017. "Sentiment analysis of political communication: combining a dictionary approach with crowdcoding," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(6), pages 2623-2646, November.
  148. Angela Chang & Peter J. Schulz & Angus Wenghin Cheong, 2020. "Online Newspaper Framing of Non-Communicable Diseases: Comparison of Mainland China, Taiwan, Hong Kong and Macao," IJERPH, MDPI, vol. 17(15), pages 1-15, August.
  149. Victoria Pistikou & Floros Flouros & Georgios A. Deirmentzoglou & Konstantina K. Agoraki, 2023. "Sustainability Reporting: Examining the Community Impact of the S&P500 Companies," Sustainability, MDPI, vol. 15(18), pages 1-25, September.
  150. van Loon, Austin, 2022. "Three Families of Automated Text Analysis," SocArXiv htnej, Center for Open Science.
  151. Federico Mangiò & Giuseppe Pedeliento & Daniela Andreini & Lia Zarantonello, 2024. "How persuasive is woke brand communication on social media? Evidence from a consumer engagement analysis on Facebook," Journal of Brand Management, Palgrave Macmillan, vol. 31(4), pages 345-381, July.
  152. Rauh, Christian, 2018. "Validating a sentiment dictionary for German political language—a workbench note," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 15(4), pages 319-343.
  153. Zack W. Almquist & Benjamin E. Bagozzi, 2019. "Using Radical Environmentalist Texts to Uncover Network Structure and Network Features," Sociological Methods & Research, , vol. 48(4), pages 905-960, November.
  154. Yasuhiro Hara, 2024. "Dynamic Relationship between Information Dissemination by Local Governors and Mobility during the COVID-19 Pandemic," Discussion papers ron373, Policy Research Institute, Ministry of Finance Japan.
  155. Mykola Makhortykh & Ernesto León & Clara Christner & Maryna Sydorova & Aleksandra Urman & Silke Adam & Michaela Maier & Teresa Gil-Lopez, 2025. "Is a single model enough? The systematic comparison of computational approaches for detecting populist radical right content," Quality & Quantity: International Journal of Methodology, Springer, vol. 59(2), pages 1163-1207, April.
  156. Fang, Qixiang & Garcia-Bernardo, Javier & van Kesteren, Erik-Jan, 2025. "Using Large Language Models for Text Annotation in Social Science and Humanities: A Hands-On Python/R Tutorial," SocArXiv v4eq6_v1, Center for Open Science.
  157. Grajzl, Peter & Murrell, Peter, 2021. "A machine-learning history of English caselaw and legal ideas prior to the Industrial Revolution I: generating and interpreting the estimates," Journal of Institutional Economics, Cambridge University Press, vol. 17(1), pages 1-19, February.
  158. Li, Jinhui & Shi, Wen, 2024. "Debates over the role of Traditional Chinese Medicine on COVID-19: A computational comparison between professionals and laypersons in Chinese online knowledge community," Social Science & Medicine, Elsevier, vol. 361(C).
  159. Oliver Wieczorek & Saïd Unger & Jan Riebling & Lukas Erhard & Christian Koß & Raphael Heiberger, 2021. "Mapping the field of psychology: Trends in research topics 1995–2015," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(12), pages 9699-9731, December.
  160. Sami Abdullah Hamdi & Rawdah Abu Hashem & Wael Ali Holbah & Yaseen Ali Azi & Saifaddin Y. Mohammed, 2023. "Proverbs Translation for Intercultural Interaction: A Comparative Study between Arabic and English Using Artificial Intelligence," World Journal of English Language, Sciedu Press, vol. 13(7), pages 282-282, September.
  161. Snorre Sylvester Frid-Nielsen, 2018. "Human rights or security? Positions on asylum in European Parliament speeches," European Union Politics, , vol. 19(2), pages 344-362, June.
  162. Lino Wehrheim, 2017. "Economic History Goes Digital: Topic Modeling the Journal of Economic History," Working Papers 177, Bavarian Graduate Program in Economics (BGPE).
  163. Kayser, Victoria, 2017. "Comparing public and scientific discourse in the context of innovation systems," Technological Forecasting and Social Change, Elsevier, vol. 115(C), pages 348-357.
  164. Matthew Brook O’Donnell & Emily B. Falk, 2015. "Big Data under the Microscope and Brains in Social Context," The ANNALS of the American Academy of Political and Social Science, , vol. 659(1), pages 274-289, May.
  165. Markus Eberhardt & Giovanni Facchini & Valeria Rueda, 2023. "Gender Differences in Reference Letters: Evidence from the Economics Job Market," The Economic Journal, Royal Economic Society, vol. 133(655), pages 2676-2708.
  166. Thewissen, James & Shrestha, Prabal & Torsin, Wouter & Pastwa, Anna M., 2022. "Unpacking the black box of ICO white papers: A topic modeling approach," Journal of Corporate Finance, Elsevier, vol. 75(C).
  167. Giovanna Maria Dora Dore, 2023. "A Natural Language Processing Analysis of Newspapers Coverage of Hong Kong Protests Between 1998 and 2020," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 169(1), pages 143-166, September.
  168. Christina Bannier & Thomas Pauls & Andreas Walter, 2019. "Content analysis of business communication: introducing a German dictionary," Journal of Business Economics, Springer, vol. 89(1), pages 79-123, February.
  169. Anna Ruelens, 2022. "Analyzing user-generated content using natural language processing: a case study of public satisfaction with healthcare systems," Journal of Computational Social Science, Springer, vol. 5(1), pages 731-749, May.
  170. Mao, Jinqi & Wang, Delu & Chen, Fan & Li, Chunxiao & Shi, Xunpeng & Zhang, Yuqing, 2024. "A novel text-based framework for forecasting coal power overcapacity in China from the industrial correlation perspective," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
  171. Carlos Arcila-Calderón & David Blanco-Herrero & Maximiliano Frías-Vázquez & Francisco Seoane-Pérez, 2021. "Refugees Welcome? Online Hate Speech and Sentiments in Twitter in Spain during the Reception of the Boat Aquarius," Sustainability, MDPI, vol. 13(5), pages 1-16, March.
  172. Ben Cormier & Mark S. Manger, 2022. "Power, ideas, and World Bank conditionality," The Review of International Organizations, Springer, vol. 17(3), pages 397-425, July.
  173. Aina Gallego & Nikolas Schöll & Gaël Le Mens, 2021. "Politician-Citizen Interactions and Dynamic Representation: Evidence from Twitter," Working Papers 1238, Barcelona School of Economics.
  174. Laura Devaney & Pat Brereton & Diarmuid Torney & Martha Coleman & Constantine Boussalis & Travis G. Coan, 2020. "Environmental literacy and deliberative democracy: a content analysis of written submissions to the Irish Citizens’ Assembly on climate change," Climatic Change, Springer, vol. 162(4), pages 1965-1984, October.
  175. Federico M. Ferrara & Donato Masciandaro & Manuela Moschella & Davide Romelli, 2021. "Political Voice on Monetary Policy: Evidence from the Parliamentary Hearings of the European Central Bank," BAFFI CAREFIN Working Papers 21159, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
  176. Justyna Klejdysz & Robin L. Lumsdaine, 2023. "Shifts in ECB Communication: A Textual Analysis of the Press Conference," International Journal of Central Banking, International Journal of Central Banking, vol. 19(2), pages 473-542, June.
  177. Yu Lim Lee & Minji Jung & Robert Jeyakumar Nathan & Jae-Eun Chung, 2020. "Cross-National Study on the Perception of the Korean Wave and Cultural Hybridity in Indonesia and Malaysia Using Discourse on Social Media," Sustainability, MDPI, vol. 12(15), pages 1-33, July.
  178. Ulrich Fritsche & Johannes Puckelwald, 2018. "Deciphering Professional Forecasters’ Stories - Analyzing a Corpus of Textual Predictions for the German Economy," Macroeconomics and Finance Series 201804, University of Hamburg, Department of Socioeconomics.
  179. Ji Ma, 2025. "Computational Basis of LLM's Decision Making in Social Simulation," Papers 2504.11671, arXiv.org, revised Dec 2025.
  180. Sami Diaf & Jörg Döpke & Ulrich Fritsche & Ida Rockenbach, 2020. "Sharks and minnows in a shoal of words: Measuring latent ideological positions of German economic research institutes based on text mining techniques," Macroeconomics and Finance Series 202001, University of Hamburg, Department of Socioeconomics.
  181. Natalie A. Carlson, 2023. "Differentiation in microenterprises," Strategic Management Journal, Wiley Blackwell, vol. 44(5), pages 1141-1167, May.
  182. Dewenter, Ralf & Linder, Melissa & Thomas, Tobias, 2019. "Can media drive the electorate? The impact of media coverage on voting intentions," European Journal of Political Economy, Elsevier, vol. 58(C), pages 245-261.
  183. Swati Agarwal & Sayantani Sarkar, 2022. "Topical analysis of migration coverage during lockdown in India by mainstream print media," PLOS ONE, Public Library of Science, vol. 17(2), pages 1-19, February.
  184. T. Philipp Dybowski & Bernd Kempa, 2019. "The ECB’s monetary pillar after the financial crisis," CQE Working Papers 8519, Center for Quantitative Economics (CQE), University of Muenster.
  185. Hunger, Sophia, 2024. "Virtuous people and evil elites? The role of moralizing frames and normative distinctions in identifying populist discourse," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 6(1), pages 1-26.
  186. Ahn, Sang-Jin & Yoon, Ho Young & Lee, Young-Joo, 2021. "Text mining as a tool for real-time technology assessment: Application to the cross-national comparative study on artificial organ technology," Technology in Society, Elsevier, vol. 66(C).
  187. Dybowski, T. Philipp & Kempa, Bernd, 2020. "The European Central Bank’s monetary pillar after the financial crisis," Journal of Banking & Finance, Elsevier, vol. 121(C).
  188. Ballandonne, Matthieu & Cersosimo, Igor, 2022. "Towards a “Text as Data” Approach in the History of Economics: An Application to Adam Smith’s Classics," OSF Preprints mg3zb, Center for Open Science.
  189. Fabienne Kiener & Ann-Sophie Gnehm & Simon Clematide & Uschi Backes-Gellner, 2019. "IT skills in vocational training curricula and labour market outcomes," Economics of Education Working Paper Series 0159, University of Zurich, Department of Business Administration (IBW), revised Sep 2022.
  190. Matthew Gentzkow & Bryan T. Kelly & Matt Taddy, 2017. "Text as Data," NBER Working Papers 23276, National Bureau of Economic Research, Inc.
  191. Morelli, Massimo & Gennaro, Gloria & Lecce, Giampaolo, 2021. "Mobilization and the Strategy of Populism Theory and Evidence from the United States," CEPR Discussion Papers 15686, C.E.P.R. Discussion Papers.
  192. da Silva, Lucas Paulo, 2026. "Measuring Online Media Ideology with Large Language Models and "Multi-Cue Classification"," SocArXiv zmtqp_v1, Center for Open Science.
  193. Carolyn Hicks & Kathryn Davidson & Jey Han Lau & Thi Minh Phuong Nguyen, 2025. "Implications of declaration of climate emergency on Australian local government policy in the State of Victoria: policy analysis utilising an LLM-based retriever-reader pipeline," Climatic Change, Springer, vol. 178(11), pages 1-24, November.
  194. Fabio Gatti, 2024. "Quantifying Trade from Renaissance Merchant Letters," Diskussionsschriften dp2403, Universitaet Bern, Departement Volkswirtschaft.
  195. Ozan Aksoy, 2021. "Preaching to Social Media: Turkey’s Friday Khutbas and Their Effects on Twitter," DoQSS Working Papers 21-17, Quantitative Social Science - UCL Social Research Institute, University College London.
  196. Ivanusch, Christoph, 2025. "Where do parties interact? Issue engagement in press releases and tweets," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 64(3), pages 1068-1094.
  197. Andrea Sciandra & Matilde Trevisani & Arjuna Tuzzi, 2025. "Temporal trends and presidential traits in the Italian end-of-year addresses: comparing and contrasting KBS and STM results," Quality & Quantity: International Journal of Methodology, Springer, vol. 59(1), pages 905-935, February.
  198. Eero Vaara & Laura Fritsch, 2022. "Strategy as language and communication: Theoretical and methodological advances and avenues for the future in strategy process and practice research," Strategic Management Journal, Wiley Blackwell, vol. 43(6), pages 1170-1181, June.
  199. Koning, Stephanie M., 2019. "Displacement contexts and violent landscapes: How conflict and displacement structure women's lives and ongoing threats at the Thai-Myanmar border," Social Science & Medicine, Elsevier, vol. 240(C).
  200. Johnson, Juliet & Arel-Bundock, Vincent & Portniaguine, Vladislav, 2018. "Adding rooms onto a house we love: Central banking after the Global Financial Crisis," SocArXiv bms5n, Center for Open Science.
  201. Hani Safadi & Steven L. Johnson & Samer Faraj, 2021. "Who Contributes Knowledge? Core-Periphery Tension in Online Innovation Communities," Organization Science, INFORMS, vol. 32(3), pages 752-775, May.
  202. Chai, Song & Liu, Qiyun & Yang, Jin, 2023. "Renewable power generation policies in China: Policy instrument choices and influencing factors from the central and local government perspectives," Renewable and Sustainable Energy Reviews, Elsevier, vol. 174(C).
  203. Park, Seona & Yun, Sun-Jin & Cho, Kongjang, 2022. "Public dialogue as a collaborative planning process for offshore wind energy projects: Implications from a text analysis of a South Korean case," Renewable and Sustainable Energy Reviews, Elsevier, vol. 169(C).
  204. Vydra Simon & Kantorowicz Jaroslaw, 2021. "Tracing Policy-relevant Information in Social Media: The Case of Twitter before and during the COVID-19 Crisis," Statistics, Politics and Policy, De Gruyter, vol. 12(1), pages 87-127, June.
  205. Rebecca Cordell & Kristian Skrede Gleditsch & Florian G Kern & Laura Saavedra-Lux, 2020. "Measuring institutional variation across American Indian constitutions using automated content analysis," Journal of Peace Research, Peace Research Institute Oslo, vol. 57(6), pages 777-788, November.
  206. Helena Seibicke & Asimina Michailidou, 2022. "The Challenges of Reconstructing Citizen-Driven EU Contestation in the Digital Media Sphere," Politics and Governance, Cogitatio Press, vol. 10(1), pages 97-107.
  207. Yekini, Liafisu Sina & Wisniewski, Tomasz Piotr & Millo, Yuval, 2016. "Market reaction to the positiveness of annual report narratives," The British Accounting Review, Elsevier, vol. 48(4), pages 415-430.
  208. RezaeeDaryakenari, Babak & Özdamar, Özgür & Akbaba, Yasemin, 2024. "Battle of Sects? Iran and Saudi Arabia’s Role Conflict in the MENA," OSF Preprints rt2pb, Center for Open Science.
  209. Ralf Dewenter & Uwe Dulleck & Tobias Thomas, 2020. "Does the 4th estate deliver? The Political Coverage Index and its application to media capture," Constitutional Political Economy, Springer, vol. 31(3), pages 292-328, September.
  210. Kanyao Han & Rezvaneh Rezapour & Katia Nakamura & Dikshya Devkota & Daniel C. Miller & Jana Diesner, 2023. "An expert‐in‐the‐loop method for domain‐specific document categorization based on small training data," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 74(6), pages 669-684, June.
  211. Heike Klüver, 2015. "The promises of quantitative text analysis in interest group research: A reply to Bunea and Ibenskas," European Union Politics, , vol. 16(3), pages 456-466, September.
  212. Latifi, Albina & Naboka-Krell, Viktoriia & Tillmann, Peter & Winker, Peter, 2024. "Fiscal policy in the Bundestag: Textual analysis and macroeconomic effects," European Economic Review, Elsevier, vol. 168(C).
  213. repec:osf:osfxxx:hdjpk_v1 is not listed on IDEAS
  214. Weifeng Zhong, 2016. "The candidates in their own words: A textual analysis of 2016 president primary debates," AEI Economic Perspectives, American Enterprise Institute, April.
  215. Michael Greiner & Jaemin Kim, 2021. "Corporate political activity and greenwashing: Can CPA clarify which firm communications on social & environmental events are genuine?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(1), pages 1-10, January.
  216. Born, Andreas & Janssen, Aljoscha, 2022. "Does a district mandate matter for the behavior of politicians? An analysis of roll-call votes and parliamentary speeches," European Journal of Political Economy, Elsevier, vol. 71(C).
  217. Alessandro Fergnani & Mike Jackson, 2019. "Extracting scenario archetypes: A quantitative text analysis of documents about the future," Futures & Foresight Science, John Wiley & Sons, vol. 1(2), June.
  218. Mark Quigley & Jeremy D. Silver, 2022. "Science advocacy in political rhetoric and actions," Environment Systems and Decisions, Springer, vol. 42(3), pages 462-476, September.
  219. Rongjiang Cai & Tao Zhang & Xi Wang & Shufang Zhao & Hang Yang & Qixiang Geng, 2025. "China’s Smart Energy Policy Evaluation Based on Policy Modelling Consistency Index," Energies, MDPI, vol. 18(20), pages 1-29, October.
  220. Sara Kahn-Nisser, 2019. "When the targets are members and donors: Analyzing inter-governmental organizations’ human rights shaming," The Review of International Organizations, Springer, vol. 14(3), pages 431-451, September.
  221. Rybinski, Krzysztof, 2021. "Ranking professional forecasters by the predictive power of their narratives," International Journal of Forecasting, Elsevier, vol. 37(1), pages 186-204.
  222. Milena Djourelova & Ruben Durante, 2019. "Media attention and strategic timing in politics: Evidence from U.S. presidential executive orders," Economics Working Papers 1675, Department of Economics and Business, Universitat Pompeu Fabra.
  223. Caroline E Nowacki & Ashby Monk & Bertrand Decoster, 2021. "Who do sovereign wealth funds say they are? Using structural topic modeling to delineate variegated capitalism in their official reports," Environment and Planning A, , vol. 53(4), pages 828-857, June.
  224. Anton Oleinik, 2024. "A Bayesian index of association: comparison with other measures and performance," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(1), pages 277-305, February.
  225. Hirsch, Patrick & Feld, Lars P. & Köhler, Ekkehard A. & Thomas, Tobias, 2024. "“Whatever It Takes!” How tonality of TV-news affected government bond yield spreads during the European debt crisis," European Journal of Political Economy, Elsevier, vol. 82(C).
  226. Yuting Chen & Don Bredin & Valerio Potì & Roman Matkovskyy, 2022. "COVID risk narratives: a computational linguistic approach to the econometric identification of narrative risk during a pandemic," Digital Finance, Springer, vol. 4(1), pages 17-61, March.
  227. Bertie Vidgen & Taha Yasseri, 2020. "What, when and where of petitions submitted to the UK government during a time of chaos," Policy Sciences, Springer;Society of Policy Sciences, vol. 53(3), pages 535-557, September.
  228. Ramit Debnath & Ronita Bardhan, 2020. "India nudges to contain COVID-19 pandemic: A reactive public policy analysis using machine-learning based topic modelling," PLOS ONE, Public Library of Science, vol. 15(9), pages 1-25, September.
  229. Anna A. Dekalchuk & Aleksandra Khokhlova & Dmitriy Skougarevskiy, 2016. "National or European Politicians? Gauging MEPs Polarity When Russia is Concerned," HSE Working papers WP BRP 35/PS/2016, National Research University Higher School of Economics.
  230. Born, Andreas & Janssen, Aljoscha, 2020. "Does a District-Vote Matter for the Behavior of Politicians? A Textual Analysis of Parliamentary Speeches," Working Paper Series 1320, Research Institute of Industrial Economics.
  231. Gabriele Camera, Rod Garratt, Cyril Monnet, 2024. "Truth by Consensus: A Theoretical and Empirical Investigation," Diskussionsschriften dp2404, Universitaet Bern, Departement Volkswirtschaft.
  232. Erkan Gunes & Christoffer Koch Florczak, 2025. "Replacing or enhancing the human coder? Multiclass classification of policy documents with large language models," Journal of Computational Social Science, Springer, vol. 8(2), pages 1-20, May.
  233. Simon D Angus, 2024. "Tracking Policy-relevant Narratives of Democratic Resilience at Scale: from experts and machines, to AI & the transformer revolution," SoDa Laboratories Working Paper Series 2024-07, Monash University, SoDa Laboratories.
  234. Li, Jianping & Li, Guowen & Liu, Mingxi & Zhu, Xiaoqian & Wei, Lu, 2022. "A novel text-based framework for forecasting agricultural futures using massive online news headlines," International Journal of Forecasting, Elsevier, vol. 38(1), pages 35-50.
  235. Damani K. White-Lewis & KerryAnn O’Meara & Kiernan Mathews & Nicholas Havey, 2023. "Leaving the Institution or Leaving the Academy? Analyzing the Factors that Faculty Weigh in Actual Departure Decisions," Research in Higher Education, Springer;Association for Institutional Research, vol. 64(3), pages 473-494, May.
  236. Lehotský, Lukáš & Černoch, Filip & Osička, Jan & Ocelík, Petr, 2019. "When climate change is missing: Media discourse on coal mining in the Czech Republic," Energy Policy, Elsevier, vol. 129(C), pages 774-786.
  237. Xian Zhuo & Felix Irresberger & Denefa Bostandzic, 2024. "How are texts analyzed in blockchain research? A systematic literature review," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-35, December.
  238. Aksoy, Ozan, 2021. "Preaching to Social Media: Turkey’s Friday Khutbas and Their Effects on Twitter," SocArXiv ngdrv, Center for Open Science.
  239. Anselm Hager & Hanno Hilbig, 2020. "Does Public Opinion Affect Political Speech?," American Journal of Political Science, John Wiley & Sons, vol. 64(4), pages 921-937, October.
  240. Martha Jeong & Julia Minson & Michael Yeomans & Francesca Gino, 2019. "Communicating with Warmth in Distributive Negotiations Is Surprisingly Counterproductive," Management Science, INFORMS, vol. 65(12), pages 5813-5837, December.
  241. Jason Anastasopoulos & George J. Borjas & Gavin G. Cook & Michael Lachanski, 2018. "Job Vacancies, the Beveridge Curve, and Supply Shocks: The Frequency and Content of Help-Wanted Ads in Pre- and Post-Mariel Miami," NBER Working Papers 24580, National Bureau of Economic Research, Inc.
  242. Yu, Shiwei & Guo, Yingying & Geng, Haopeng & Hu, Xing, 2025. "The impact and path of influence of central–local government policy synergy on renewable energy development: Evidence from China," Energy Economics, Elsevier, vol. 150(C).
  243. Meng, Jia-Hui & Wang, Jian, 2023. "The policy trajectory of dual-use technology integration governance in China: A sequential analysis of policy evolution," Technology in Society, Elsevier, vol. 72(C).
  244. Fink, Simon & Ruffing, Eva, 2020. "Learning in iterated consultation procedures – The example of the German electricity grid demand planning," Utilities Policy, Elsevier, vol. 65(C).
  245. Caspi, Aviv & Stiglitz, Edward H., 2020. "Measuring discourse by algorithm," International Review of Law and Economics, Elsevier, vol. 62(C).
  246. Stelios Michalopoulos & Melanie Meng Xue, 2021. "Folklore," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(4), pages 1993-2046.
  247. Ms. Ghada Fayad & Chengyu Huang & Yoko Shibuya & Peng Zhao, 2020. "How Do Member Countries Receive IMF Policy Advice: Results from a State-of-the-art Sentiment Index," IMF Working Papers 2020/007, International Monetary Fund.
  248. Sergei Guriev & Daniel Treisman, 2019. "Informational Autocrats," Journal of Economic Perspectives, American Economic Association, vol. 33(4), pages 100-127, Fall.
  249. Daniel Karell & Andrew Linke & Edward Holland & Edward Hendrickson, 2023. "“Born for a Storm†: Hard-Right Social Media and Civil Unrest," American Sociological Review, , vol. 88(2), pages 322-349, April.
  250. Eyal Eckhaus & Zachary Sheaffer, 2018. "Managerial hubris detection: the case of Enron," Risk Management, Palgrave Macmillan, vol. 20(4), pages 304-325, November.
  251. Joanna Sterling & John T. Jost & Curtis D. Hardin, 2019. "Liberal and Conservative Representations of the Good Society: A (Social) Structural Topic Modeling Approach," SAGE Open, , vol. 9(2), pages 21582440198, May.
  252. Raphael Ntentas, 2021. "Quantifying Political Populism and Examining the Link with Economic Insecurity: evidence from Greece," GreeSE – Hellenic Observatory Papers on Greece and Southeast Europe 165, Hellenic Observatory, LSE.
  253. Yang Bao & Anindya Datta, 2014. "Simultaneously Discovering and Quantifying Risk Types from Textual Risk Disclosures," Management Science, INFORMS, vol. 60(6), pages 1371-1391, June.
  254. Xin Ma & Shilin Xia & Liangqi Ding, 2025. "Building community resilience and calling for collective actions: how corporations and publics communicate disaster aid on social media," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-13, December.
  255. Tobias Wekhof & Sébastien Houde, 2023. "Using narratives to infer preferences in understanding the energy efficiency gap," Nature Energy, Nature, vol. 8(9), pages 965-977, September.
  256. Paweł Matuszewski, 2023. "How to prepare data for the automatic classification of politically related beliefs expressed on Twitter? The consequences of researchers’ decisions on the number of coders, the algorithm learning procedure, and the pre-processing steps on the perfor," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(1), pages 301-321, February.
  257. Erkan Işığıçok & Sadullah Çelik & Dilek Özdemir Yılmaz, 2023. "Analysis of Skills and Qualifications Required in Data Scientist Job Postings Based on the Pareto Analysis Perspective Using Text Mining," EKOIST Journal of Econometrics and Statistics, Istanbul University, Faculty of Economics, vol. 0(39), pages 10-25, December.
  258. Han Zhang & Yilang Peng, 2024. "Image Clustering: An Unsupervised Approach to Categorize Visual Data in Social Science Research," Sociological Methods & Research, , vol. 53(3), pages 1534-1587, August.
  259. Dukalskis, Alexander & Gerschewski, Johannes, 2020. "Adapting or Freezing? Ideological Reactions of Communist Regimes to a Post-Communist World," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 55(3), pages 511-532.
  260. Carlos Mendez & Fernando Mendez & Vasiliki Triga & Juan Miguel Carrascosa, 2020. "EU Cohesion Policy under the Media Spotlight: Exploring Territorial and Temporal Patterns in News Coverage and Tone," Journal of Common Market Studies, Wiley Blackwell, vol. 58(4), pages 1034-1055, July.
  261. Cao, Jing & Ho, Mun S. & Ma, Rong & Teng, Fei, 2021. "When carbon emission trading meets a regulated industry: Evidence from the electricity sector of China," Journal of Public Economics, Elsevier, vol. 200(C).
  262. Gonzalez, Felipe & Coy, Felipe & Prem, Mounu & von Dessauer, Cristine, 2022. "Uncertainty from dictatorship to democracy: Evidence from business communications," SocArXiv gz934, Center for Open Science.
  263. Merz, Nicolas & Regel, Sven & Lewandowski, Jirka, 2016. "The Manifesto Corpus: A new resource for research on political parties and quantitative text analysis," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 3(2 (April-), pages 1-8.
  264. Bernhardt, Lea & Dewenter, Ralf & Thomas, Tobias, 2020. "Watchdog or loyal servant? Political media bias in US newscasts," DICE Discussion Papers 348, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
  265. Ash, Elliott & Gauthier, Germain & Widmer, Philine, 2024. "Relatio: Text Semantics Capture Political and Economic Narratives," Political Analysis, Cambridge University Press, vol. 32(1), pages 115-132, January.
  266. Madu, Christian N. & Kuei, Chu-hua & Ozumba, Benjamin C. & Nnadi, Valentine E. & Madu, Ifeanyi E. & Ezeasor, Ikenna C., 2018. "Using the DPSIR framework and data analytics to analyze oil spillages in the Niger delta area," Land Use Policy, Elsevier, vol. 78(C), pages 78-90.
  267. Li Cai & Xin Gao & Yan Ling & Franz W. Kellermanns, 2023. "Governments’ new policy frequency and firms’ performance in an emerging industry: the difference between family and non-family firms," International Entrepreneurship and Management Journal, Springer, vol. 19(4), pages 1707-1737, December.
  268. Luis Vila-Henninger & Claire Dupuy & Virginie Van Ingelgom & Mauro Caprioli & Ferdinand Teuber & Damien Pennetreau & Margherita Bussi & Cal Le Gall, 2024. "Abductive Coding: Theory Building and Qualitative (Re)Analysis," Sociological Methods & Research, , vol. 53(2), pages 968-1001, May.
  269. Oto-Peralías, Daniel & Gutiérrez Mora, Dolores, 2021. "Gendered cities: Studying urban gender bias through street names," OSF Preprints b9n4k, Center for Open Science.
  270. Rico H Herzog & Juliana E Gonçalves & Geertje Slingerland & Reinout Kleinhans & Holger Prang & Frances Brazier & Trivik Verma, 2024. "Cities for citizens! Public value spheres for understanding conflicts in urban planning," Urban Studies, Urban Studies Journal Limited, vol. 61(7), pages 1327-1344, May.
  271. Anustubh Agnihotri & Rahul Verma, 2019. "Content Analysis of Digital Text and Its Applications," Studies in Indian Politics, , vol. 7(1), pages 83-89, June.
  272. Tim Schatto-Eckrodt & Robin Janzik & Felix Reer & Svenja Boberg & Thorsten Quandt, 2020. "A Computational Approach to Analyzing the Twitter Debate on Gaming Disorder," Media and Communication, Cogitatio Press, vol. 8(3), pages 205-218.
  273. Karina Shyrokykh & Max Girnyk & Lisa Dellmuth, 2023. "Short text classification with machine learning in the social sciences: The case of climate change on Twitter," PLOS ONE, Public Library of Science, vol. 18(9), pages 1-26, September.
  274. Oğuz Özbay & Serhat Burmaoğlu & Erol Taymaz, 2025. "Understanding future opportunities in robotics technology: a comprehensive analysis of research and innovation trends," Scientometrics, Springer;Akadémiai Kiadó, vol. 130(11), pages 6253-6287, November.
  275. Kiattipoom Kiatkawsin & Ian Sutherland & Jin-Young Kim, 2020. "A Comparative Automated Text Analysis of Airbnb Reviews in Hong Kong and Singapore Using Latent Dirichlet Allocation," Sustainability, MDPI, vol. 12(16), pages 1-17, August.
  276. Tavishi Priyam & Tao Ruan & Qin Lv, 2023. "Demographic-Based Public Perception Analysis of Electric Vehicles on Online Social Networks," Sustainability, MDPI, vol. 16(1), pages 1-16, December.
  277. Yeti Kurniati & Abdillah Abdillah, 2025. "Comparative Labor Law Studies in Indonesia and Malaysia: Social–Economic Inequality and Governance of Migrant Workers," Laws, MDPI, vol. 14(6), pages 1-25, October.
  278. Zongrui Pei & Junqi Yin & Peter K. Liaw & Dierk Raabe, 2023. "Toward the design of ultrahigh-entropy alloys via mining six million texts," Nature Communications, Nature, vol. 14(1), pages 1-8, December.
  279. Keren Weinshall & Lee Epstein, 2020. "Developing High‐Quality Data Infrastructure for Legal Analytics: Introducing the Israeli Supreme Court Database," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 17(2), pages 416-434, June.
  280. Karell, Daniel & Freedman, Michael Raphael, 2019. "Rhetorics of Radicalism," SocArXiv yfzsh, Center for Open Science.
  281. Samuel Zanferdini Oliva & Livia Oliveira-Ciabati & Denise Gazotto Dezembro & Mário Sérgio Adolfi Júnior & Maísa Carvalho Silva & Hugo Cesar Pessotti & Juliana Tarossi Pollettini, 2021. "Text structuring methods based on complex network: a systematic review," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(2), pages 1471-1493, February.
  282. H. Andrew Schwartz & Lyle H. Ungar, 2015. "Data-Driven Content Analysis of Social Media," The ANNALS of the American Academy of Political and Social Science, , vol. 659(1), pages 78-94, May.
  283. Cho, Dooyeon & Jung, Jaehun, 2026. "Mind the tone: Responses of inflation expectations to central bankers’ speeches," Journal of International Money and Finance, Elsevier, vol. 160(C).
  284. Karlson, Nils & Herold, Theo & Dalbard, Karl, 2022. "Ratio Working Paper No. 353: From free competition to fair competition on the European internal market," Ratio Working Papers 353, The Ratio Institute.
  285. Damián Rodríguez Estévez & Rosa María Arce Ruíz, 2024. "Assessing Multilateral Development Bank ESG Safeguard Integration with International Sustainability Ratings," Sustainability, MDPI, vol. 16(9), pages 1-27, April.
  286. Spyros Economides & Kevin Featherstone & Tom Hunter, 2024. "The Changing Discourses of EU Enlargement: A Longitudinal Analysis of National Parliamentary Debates," Journal of Common Market Studies, Wiley Blackwell, vol. 62(1), pages 168-185, January.
  287. Bastiaan Bruinsma & Moa Johansson, 2024. "Finding the structure of parliamentary motions in the Swedish Riksdag 1971–2015," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(4), pages 3275-3301, August.
  288. Edward Kerby & Alexander Moradi & Hanjo Odendaal, 2025. "African time travellers: What can we learn from 500 years of written accounts?," Economic History Review, Economic History Society, vol. 78(1), pages 295-332, February.
  289. Yadav, Hitesha & Kumar Kar, Arpan & Kashiramka, Smita & Rana, Nripendra P., 2024. "How does change in CEOs' strategic orientations in their social media communication impact firm performance during crisis? A longitudinal study," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
  290. Valentina A. Bali & Devin Higgins, 2023. "More than Meets the Eye? Using Text Analytic Techniques to Unpack School Mission Statements," SAGE Open, , vol. 13(4), pages 21582440231, December.
  291. Dehler-Holland, Joris & Schumacher, Kira & Fichtner, Wolf, 2021. "Topic Modeling Uncovers Shifts in Media Framing of the German Renewable Energy Act," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 2(1).
  292. Sandra Wankmüller, 2024. "Introduction to Neural Transfer Learning With Transformers for Social Science Text Analysis," Sociological Methods & Research, , vol. 53(4), pages 1676-1752, November.
  293. Carlos Arcila Calderón & Gonzalo de la Vega & David Blanco Herrero, 2020. "Topic Modeling and Characterization of Hate Speech against Immigrants on Twitter around the Emergence of a Far-Right Party in Spain," Social Sciences, MDPI, vol. 9(11), pages 1-19, October.
  294. Anselm Küsters, 2022. "Applying Lessons from the Past? Exploring Historical Analogies in ECB Speeches through Text Mining, 1997–2019," International Journal of Central Banking, International Journal of Central Banking, vol. 18(1), pages 277-329, March.
  295. Jae Yeon Kim, 2021. "Integrating human and machine coding to measure political issues in ethnic newspaper articles," Journal of Computational Social Science, Springer, vol. 4(2), pages 585-612, November.
  296. repec:osf:osfxxx:ghxj8_v1 is not listed on IDEAS
  297. Lin, Sin-Jin & Zeng, Jhih-Hong & Chang, Te-Min & Hsu, Ming-Fu, 2024. "Linguistic complexity consideration for advanced risk decision making and handling," Research in International Business and Finance, Elsevier, vol. 69(C).
  298. Stephen Kaplan & Sujeong Shim, 2021. "Global Contagion and IMF Credit Cycles: A Lender of Partial Resort?," Working Papers 2021-13, The George Washington University, Institute for International Economic Policy.
  299. Cheyenne A. Black, 2026. "Astro-nots Bezos, Branson, and Musk compared to NASA: promises and pitfalls of using sentiment analysis to assess differences between commercial, government, and public–private space missions," Quality & Quantity: International Journal of Methodology, Springer, vol. 60(1), pages 355-381, February.
  300. Ana Lorena Jiménez-Preciado & Mario Alejandro Durán-Saldivar & Salvador Cruz-Aké & Francisco Venegas-Martínez, 2025. "Hawkish or Dovish? That Is the Question: Agentic Retrieval of FED Monetary Policy Report," Mathematics, MDPI, vol. 13(20), pages 1-23, October.
  301. Manuela Moschella & Nicola M Diodati, 2020. "Does politics drive conflict in central banks’ committees? Lifting the veil on the European Central Bank consensus," European Union Politics, , vol. 21(2), pages 183-203, June.
  302. Giovanni Di Franco & Michele Santurro, 2021. "Machine learning, artificial neural networks and social research," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(3), pages 1007-1025, June.
  303. Ralf Dewenter & Melissa Linder & Tobias Thomas, 2018. "Can Media Drive the Electorate? The Impact of Media Coverage on Party Affiliation and Voting Intentions," Working Paper 179/2018, Helmut Schmidt University, Hamburg.
  304. Jiang, Hanchen & Qiang, Maoshan & Fan, Qixiang & Zhang, Mengqing, 2018. "Scientific research driven by large-scale infrastructure projects: A case study of the Three Gorges Project in China," Technological Forecasting and Social Change, Elsevier, vol. 134(C), pages 61-71.
  305. Li, Guowen & Jing, Zhongbo & Li, Jingyu & Feng, Yuyao, 2023. "Drivers of risk correlation among financial institutions: A study based on a textual risk disclosure perspective," Economic Modelling, Elsevier, vol. 128(C).
  306. Christian Rauh, 2015. "Communicating supranational governance? The salience of EU affairs in the German Bundestag, 1991–2013," European Union Politics, , vol. 16(1), pages 116-138, March.
  307. Zein Murib, 2022. "Don’t Read the Comments: Examining Social Media Discourse on Trans Athletes," Laws, MDPI, vol. 11(4), pages 1-19, July.
  308. Wen Shi & Diyi Liu & Jing Yang & Jing Zhang & Sanmei Wen & Jing Su, 2020. "Social Bots’ Sentiment Engagement in Health Emergencies: A Topic-Based Analysis of the COVID-19 Pandemic Discussions on Twitter," IJERPH, MDPI, vol. 17(22), pages 1-18, November.
  309. Rybinski, Krzysztof, 2020. "The forecasting power of the multi-language narrative of sell-side research: A machine learning evaluation," Finance Research Letters, Elsevier, vol. 34(C).
  310. Matthias Rüdiger & David Antons & Amol M Joshi & Torsten-Oliver Salge, 2022. "Topic modeling revisited: New evidence on algorithm performance and quality metrics," PLOS ONE, Public Library of Science, vol. 17(4), pages 1-25, April.
  311. Huberty, Mark, 2015. "Can we vote with our tweet? On the perennial difficulty of election forecasting with social media," International Journal of Forecasting, Elsevier, vol. 31(3), pages 992-1007.
  312. da Silva, Lucas Paulo, 2026. "Online Media Outlets Struggle to Represent Audiences in a Two-Dimensional Ideological Landscape," SocArXiv mzxab_v1, Center for Open Science.
  313. Gloria Gennaro & Elliott Ash, 2022. "Emotion and Reason in Political Language," The Economic Journal, Royal Economic Society, vol. 132(643), pages 1037-1059.
  314. Pranav Goel & Nikolay Malkin & SoRelle W Gaynor & Nebojsa Jojic & Kristina Miler & Philip Resnik, 2023. "Donor activity is associated with US legislators’ attention to political issues," PLOS ONE, Public Library of Science, vol. 18(9), pages 1-24, September.
  315. Robert Djogbenou & Vissého Adjiwanou & Solène Lardoux, 2024. "Exploring Sixty-Two Years of Research on Immigrants’ Integration Using Structural Topic Modeling-Based Bibliometric Analysis," Journal of International Migration and Integration, Springer, vol. 25(4), pages 1797-1824, December.
  316. Federica Genovese & Richard J. McAlexander & Johannes Urpelainen, 2023. "Institutional roots of international alliances: Party groupings and position similarity at global climate negotiations," The Review of International Organizations, Springer, vol. 18(2), pages 329-359, April.
  317. Thomas Winzen & Rik de Ruiter & Jofre Rocabert, 2018. "Is parliamentary attention to the EU strongest when it is needed the most? National parliaments and the selective debate of EU policies," European Union Politics, , vol. 19(3), pages 481-501, September.
  318. Howoldt, David, 2024. "Characterising innovation policy mixes in innovation systems," Research Policy, Elsevier, vol. 53(2).
  319. W. Benedikt Schmal, 2024. "Academic Knowledge: Does it Reflect the Combinatorial Growth of Technology?," Papers 2409.20282, arXiv.org.
  320. Keith Carlson & Michael A. Livermore & Daniel N. Rockmore, 2020. "The Problem of Data Bias in the Pool of Published U.S. Appellate Court Opinions," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 17(2), pages 224-261, June.
  321. Ebadi, Ashkan & Tremblay, Stéphane & Goutte, Cyril & Schiffauerova, Andrea, 2020. "Application of machine learning techniques to assess the trends and alignment of the funded research output," Journal of Informetrics, Elsevier, vol. 14(2).
  322. Rauh, Christian, 2015. "Communicating supranational governance? The salience of EU affairs in the German Bundestag, 1991–2013," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 16(1), pages 116-138.
  323. Weiss, Max & Zoorob, Michael, 2021. "Political frames of public health crises: Discussing the opioid epidemic in the US Congress," Social Science & Medicine, Elsevier, vol. 281(C).
  324. Tim Schatto-Eckrodt & Robin Janzik & Felix Reer & Svenja Boberg & Thorsten Quandt, 2020. "A Computational Approach to Analyzing the Twitter Debate on Gaming Disorder," Media and Communication, Cogitatio Press, vol. 8(3), pages 205-218.
  325. Loewe, Martha & Ott, Ingrid, 2025. "Bridging robotics/AI and real-world labs: A quantitative approach based on mining German newspaper articles," Technology in Society, Elsevier, vol. 82(C).
  326. Seraphine F. Maerz & Carsten Q. Schneider, 2020. "Comparing public communication in democracies and autocracies: automated text analyses of speeches by heads of government," Quality & Quantity: International Journal of Methodology, Springer, vol. 54(2), pages 517-545, April.
  327. Franziska Löw, 2022. "Biased reporting by the German media?," Working Paper 193/2022, Helmut Schmidt University, Hamburg.
  328. Iasmin Goes, 2023. "Examining the effect of IMF conditionality on natural resource policy," Economics and Politics, Wiley Blackwell, vol. 35(1), pages 227-285, March.
  329. Gianfranco Tusset, 2023. "How the Cryptocurrency Discourse is Changing: A Textual Analysis," HISTORY OF ECONOMIC THOUGHT AND POLICY, FrancoAngeli Editore, vol. 2023(2), pages 31-52.
  330. Shuigen Hu & Xiaochi Wu & Yilin Cang, 2024. "Exploring Business Environment Policy Changes in China Using Quantitative Text Analysis," Sustainability, MDPI, vol. 16(5), pages 1-19, March.
  331. Akos Rona-Tas & Antoine Cornuéjols & Sandrine Blanchemanche & Antonin Duroy & Christine Martin, 2019. "Enlisting Supervised Machine Learning in Mapping Scientific Uncertainty Expressed in Food Risk Analysis," Sociological Methods & Research, , vol. 48(3), pages 608-641, August.
  332. Jianxun Chu & Zameer Hassan & Syed Muhammad Sikandar, 2025. "The framing of the Belt and Road Initiative in Indo-Pakistani media," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-10, December.
  333. Ramina Sotoudeh & Paul DiMaggio, 2023. "Coping With Plenitude: A Computational Approach to Selecting the Right Algorithm," Sociological Methods & Research, , vol. 52(4), pages 1838-1882, November.
  334. Andrea Ceron & Luigi Curini & Stefano M. Iacus, 2019. "ISIS at Its Apogee: The Arabic Discourse on Twitter and What We Can Learn From That About ISIS Support and Foreign Fighters," SAGE Open, , vol. 9(1), pages 21582440187, March.
  335. Pablo M. Flores & Martin Hilbert, 2023. "Temporal communication dynamics in the aftermath of large-scale upheavals: do digital footprints reveal a stage model?," Journal of Computational Social Science, Springer, vol. 6(2), pages 973-999, October.
  336. Mohamed Abdalla Elsayed Hassan & Konstantina Zerva & Silvia Aulet, 2021. "Brand Personality Traits of World Heritage Sites: Text Mining Approach," Sustainability, MDPI, vol. 13(11), pages 1-19, May.
  337. Mennig, Philipp, 2025. "Who cares about agriculture? Analyzing German parliamentary debates on agriculture and food with structural topic modeling," Food Policy, Elsevier, vol. 130(C).
  338. Patrick Gildersleve & Renaud Lambiotte & Taha Yasseri, 2023. "Between news and history: identifying networked topics of collective attention on Wikipedia," Journal of Computational Social Science, Springer, vol. 6(2), pages 845-875, October.
  339. Gavin Abercrombie & Riza Batista-Navarro, 2020. "Sentiment and position-taking analysis of parliamentary debates: a systematic literature review," Journal of Computational Social Science, Springer, vol. 3(1), pages 245-270, April.
  340. Mihalyi, David & Mate, Akos, 2019. "Text-mining IMF country reports - an original dataset," MPRA Paper 100656, University Library of Munich, Germany.
  341. Chen, Qian & Magnusson, Mats & Björk, Jennie, 2023. "Selection bias of ideas for sustainability-oriented innovation in internal crowdsourcing," Technovation, Elsevier, vol. 124(C).
  342. Kostovicova Denisa & Kerr Rachel & Sokolić Ivor & Fairey Tiffany & Redwood Henry & Subotić Jelena, 2022. "The “Digital Turn” in Transitional Justice Research: Evaluating Image and Text as Data in the Western Balkans," Comparative Southeast European Studies, De Gruyter, vol. 70(1), pages 24-46, March.
  343. Nikoleta E. Glynatsi & Vincent A. Knight, 2021. "A bibliometric study of research topics, collaboration, and centrality in the iterated prisoner’s dilemma," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 8(1), pages 1-12, December.
  344. Pongsak Luangaram & Warapong Wongwachara, 2017. "More Than Words: A Textual Analysis of Monetary Policy Communication," PIER Discussion Papers 54, Puey Ungphakorn Institute for Economic Research.
  345. W. Benedikt Schmal, 2022. "From Rules to Regs: A Structural Topic Model of Collusion Research," Papers 2210.02957, arXiv.org.
  346. Ning Li & Huaikang Zhou & Mingze Xu, 2024. "From Text to Insight: Leveraging Large Language Models for Performance Evaluation in Management," Papers 2408.05328, arXiv.org.
  347. Hunger, Sophia & Paxton, Fred, 2022. "What’s in a Buzzword? A Systematic Review of the State of Populism Research in Political Science," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 10(3), pages 617-633.
  348. Thomas, Tobias, 2020. "Zur Rolle der Medien in der Demokratie," DICE Ordnungspolitische Perspektiven 104, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
  349. James Evans, 2022. "From Text Signals to Simulations: A Review and Complement to Text as Data by Grimmer, Roberts & Stewart (PUP 2022)," Sociological Methods & Research, , vol. 51(4), pages 1868-1885, November.
  350. Stephen J Aguilar & Clare Baek, 2020. "Sexual harassment in academe is underreported, especially by students in the life and physical sciences," PLOS ONE, Public Library of Science, vol. 15(3), pages 1-18, March.
  351. H Andrew Schwartz & Johannes C Eichstaedt & Margaret L Kern & Lukasz Dziurzynski & Stephanie M Ramones & Megha Agrawal & Achal Shah & Michal Kosinski & David Stillwell & Martin E P Seligman & Lyle H U, 2013. "Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach," PLOS ONE, Public Library of Science, vol. 8(9), pages 1-16, September.
  352. Hana Jomni & Nikita Zakharov, 2024. "Do Terrorist Attacks Polarize Politicians? Evidence from the European Parliamentary Speeches on Migration," Discussion Paper Series 50 JEL Classification: D7, Department of International Economic Policy, University of Freiburg, revised Nov 2024.
  353. Sarah Tiba & Frank J. van Rijnsoever & Marko P. Hekkert, 2019. "Firms with benefits: A systematic review of responsible entrepreneurship and corporate social responsibility literature," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 26(2), pages 265-284, March.
  354. Heidenreich, Tobias & Eberl, Jakob-Moritz & Lind, Fabienne & Boomgaarden, Hajo G., 2024. "Discontentment trumps Euphoria: Interacting with European Politicians’ migration-related messages on social media," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 26(3), pages 1544-1565.
  355. Hager, Anselm & Hilbig, Hanno, 2020. "Does Public Opinion Affect Political Speech?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 64(4), pages 921-937.
  356. Ma, Ji, 2025. "Steering Prosocial AI Agents: Computational Basis of LLM's Decision Making in Social Simulation," OSF Preprints 8p7wg_v1, Center for Open Science.
  357. Pratima (Tima) Bansal & Jury Gualandris & Nahyun Kim, 2020. "Theorizing Supply Chains with Qualitative Big Data and Topic Modeling," Journal of Supply Chain Management, Institute for Supply Management, vol. 56(2), pages 7-18, April.
  358. Kostas Gemenis, 2015. "An iterative expert survey approach for estimating parties’ policy positions," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(6), pages 2291-2306, November.
  359. repec:osf:osfxxx:r3qng_v1 is not listed on IDEAS
  360. Anna Calissano & Simone Vantini & Marika Arena, 2020. "Monitoring rare categories in sentiment and opinion analysis: a Milan mega event on Twitter platform," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 29(4), pages 787-812, December.
  361. Aina Gallego & Nikolas Schöll & Gaël Le Mens, 2021. "Politician-citizen interactions and dynamic representation: Evidence from Twitter," Economics Working Papers 1769, Department of Economics and Business, Universitat Pompeu Fabra.
  362. Rambaccussing, Dooruj & Kwiatkowski, Andrzej, 2020. "Forecasting with news sentiment: Evidence with UK newspapers," International Journal of Forecasting, Elsevier, vol. 36(4), pages 1501-1516.
  363. Jaeho Choi & Anoop Menon & Haris Tabakovic, 2021. "Using machine learning to revisit the diversification–performance relationship," Strategic Management Journal, Wiley Blackwell, vol. 42(9), pages 1632-1661, September.
IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.