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A Model of Text for Experimentation in the Social Sciences

Citations

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Cited by:

  1. Huang, Yun & Luk, Paul, 2020. "Measuring economic policy uncertainty in China," China Economic Review, Elsevier, vol. 59(C).
  2. Valentina Rizzoli & Matilde Trevisani & Arjuna Tuzzi, 2023. "Portraying the life cycle of ideas in social psychology through functional (textual) data analysis: a toolkit for digital history," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(9), pages 5197-5226, September.
  3. 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.
  4. 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.
  5. Ardia, David & Bluteau, Keven & Boudt, Kris, 2022. "Media abnormal tone, earnings announcements, and the stock market," Journal of Financial Markets, Elsevier, vol. 61(C).
  6. Ito, Asei & Lim, Jaehwan & Zhang, Hongyong, 2023. "Catching the political leader's signal: Economic policy uncertainty and firm investment in China," China Economic Review, Elsevier, vol. 81(C).
  7. 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.
  8. Nobuyuki Hanaki & Ali I. Ozkes, 2023. "Strategic environment effect and communication," Experimental Economics, Springer;Economic Science Association, vol. 26(3), pages 588-621, July.
  9. John A. Walsh & Peter J. Cobb & Wayne de Fremery & Koraljka Golub & Humphrey Keah & Jeonghyun Kim & Joseph Kiplang'at & Ying‐Hsang Liu & Simon Mahony & Sam G. Oh & Chris Alen Sula & Ted Underwood & Xi, 2022. "Digital humanities in the iSchool," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 73(2), pages 188-203, February.
  10. Andreas Rehs, 2020. "A structural topic model approach to scientific reorientation of economics and chemistry after German reunification," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(2), pages 1229-1251, November.
  11. Peter Grajzl & Peter Murrell, 2023. "Of families and inheritance: law and development in England before the Industrial Revolution," Cliometrica, Springer;Cliometric Society (Association Francaise de Cliométrie), vol. 17(3), pages 387-432, September.
  12. 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.
  13. Villa-Cox, Gonzalo & Bucaram-Villacís, Santiago J. & Goethals, Peter & Speelman, Stijn, 2023. "Mapping linkages between ecosystem services and agricultural and landscape management using structural topic modeling of scientific literature," Ecosystem Services, Elsevier, vol. 61(C).
  14. Jovana Karanović & Hans Berends & Yuval Engel, 2021. "Regulated Dependence: Platform Workers’ Responses to New Forms of Organizing," Journal of Management Studies, Wiley Blackwell, vol. 58(4), pages 1070-1106, June.
  15. Palaniswamy, Nethra & Parthasarathy, Ramya & Rao, Vijayendra, 2019. "Unheard voices: The challenge of inducing women’s civic speech," World Development, Elsevier, vol. 115(C), pages 64-77.
  16. Yogesh K. Dwivedi & A. Sharma & Nripendra P. Rana & M. Giannakis & P. Goel & Vincent Dutot, 2023. "Evolution of Artificial Intelligence Research in Technological Forecasting and Social Change: Research Topics, Trends, and Future Directions," Post-Print hal-04292607, HAL.
  17. Dejian Yu & Bo Xiang & Zhuoya Pan, 2024. "Combining text analytics and network path extraction to trace CSR in the social sciences: Intellectual structures and diffusion trajectories," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(5), pages 4532-4554, September.
  18. Bi, Hui & Li, Aoyong & Zhu, He & Ye, Zhirui, 2023. "Bicycle safety outside the crosswalks: Investigating cyclists' risky street-crossing behavior and its relationship with built environment," Journal of Transport Geography, Elsevier, vol. 108(C).
  19. Symitsi, Efthymia & Stamolampros, Panagiotis & Daskalakis, George & Korfiatis, Nikolaos, 2021. "The informational value of employee online reviews," European Journal of Operational Research, Elsevier, vol. 288(2), pages 605-619.
  20. Sandra Wankmüller, 2023. "A comparison of approaches for imbalanced classification problems in the context of retrieving relevant documents for an analysis," Journal of Computational Social Science, Springer, vol. 6(1), pages 91-163, April.
  21. Bai, Shizhen & Yu, Dingyao & Han, Chunjia & Yang, Mu & Gupta, Brij B. & Arya, Varsha & Panigrahi, Prabin Kumar & Tang, Rui & He, Hao & Zhao, Jiayuan, 2024. "Warmth trumps competence? Uncovering the influence of multimodal AI anthropomorphic interaction experience on intelligent service evaluation: Insights from the high-evoked automated social presence," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
  22. Li Tang & Jennifer Kuzma & Xi Zhang & Xinyu Song & Yin Li & Hongxu Liu & Guangyuan Hu, 2023. "Synthetic biology and governance research in China: a 40-year evolution," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(9), pages 5293-5310, September.
  23. van Loon, Austin, 2022. "Three Families of Automated Text Analysis," SocArXiv htnej, Center for Open Science.
  24. Jongsoon Won & Kyunghee Kim & Kyeong-Yae Sohng & Sung-Ok Chang & Seung-Kyo Chaung & Min-Jung Choi & Youngji Kim, 2021. "Trends in Nursing Research on Infections: Semantic Network Analysis and Topic Modeling," IJERPH, MDPI, vol. 18(13), pages 1-13, June.
  25. Nils Augustin & Andreas Eckhardt & Alexander Willem Jong, 2023. "Understanding decentralized autonomous organizations from the inside," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-14, December.
  26. Grajzl, Peter & Murrell, Peter, 2024. "Caselaw and England's economic performance during the Industrial Revolution: Data and evidence," Journal of Comparative Economics, Elsevier, vol. 52(1), pages 145-165.
  27. 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).
  28. Szymon Sacher & Laura Battaglia & Stephen Hansen, 2021. "Hamiltonian Monte Carlo for Regression with High-Dimensional Categorical Data," Papers 2107.08112, arXiv.org, revised Feb 2024.
  29. Chankook Park & Minkyu Kim, 2021. "A Study on the Characteristics of Academic Topics Related to Renewable Energy Using the Structural Topic Modeling and the Weak Signal Concept," Energies, MDPI, vol. 14(5), pages 1-24, March.
  30. Joaquin Iglesias & Alvaro Ortiz & Tomasa Rodrigo, 2017. "How do the EM Central Bank talk? A Big Data approach to the Central Bank of Turkey," Working Papers 17/24, BBVA Bank, Economic Research Department.
  31. 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.
  32. 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).
  33. Larosa, Francesca & Mysiak, Jaroslav & Molinari, Marco & Varelas, Panagiotis & Akay, Haluk & McDowall, Will & Spadaru, Catalina & Fuso-Nerini, Francesco & Vinuesa, Ricardo, 2023. "Closing the gap between research and projects in climate change innovation in Europe," MPRA Paper 116771, University Library of Munich, Germany, revised 2023.
  34. Ingrid Ott & Simone Vannuccini, 2023. "Invention in Times of Global Challenges: A Text-Based Study of Remote Sensing and Global Public Goods," Economies, MDPI, vol. 11(8), pages 1-24, August.
  35. Erzurumlu, S. Sinan & Pachamanova, Dessislava, 2020. "Topic modeling and technology forecasting for assessing the commercial viability of healthcare innovations," Technological Forecasting and Social Change, Elsevier, vol. 156(C).
  36. Eunhye Park & Woo-Hyuk Kim, 2022. "A Retrospective Literature Review of Eating Disorder Research (1990–2021): Application of Bibliometrics and Topical Trends," IJERPH, MDPI, vol. 19(13), pages 1-23, June.
  37. Sallin, Aurelién, 2021. "Estimating returns to special education: combining machine learning and text analysis to address confounding," Economics Working Paper Series 2109, University of St. Gallen, School of Economics and Political Science.
  38. Han, Chunjia & Yang, Mu & Piterou, Athena, 2021. "Do news media and citizens have the same agenda on COVID-19? an empirical comparison of twitter posts," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
  39. Kim, Junhan & Geum, Youngjung, 2021. "How to develop data-driven technology roadmaps:The integration of topic modeling and link prediction," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
  40. 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.
  41. Martin T. Bohl & Dimitrios Kanelis & Pierre L. Siklos, 2022. "How Central Bank Mandates Influence Content and Tone of Communication Over Time," CQE Working Papers 9622, Center for Quantitative Economics (CQE), University of Muenster.
  42. Peter Grajzl & Peter Murrell, 2024. "Quiet revolutions in early-modern England," Public Choice, Springer, vol. 200(3), pages 357-381, September.
  43. Nuccio Ludovico & Federica Dessi & Marino Bonaiuto, 2020. "Stakeholders Mapping for Sustainable Biofuels: An Innovative Procedure Based on Computational Text Analysis and Social Network Analysis," Sustainability, MDPI, vol. 12(24), pages 1-22, December.
  44. 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.
  45. Matthias Aistleitner, 2022. "Development and Interdisciplinarity: re-examining the 'economics silo'," ICAE Working Papers 139, Johannes Kepler University, Institute for Comprehensive Analysis of the Economy.
  46. Eunhye Park & Junehee Kwon & Bongsug (Kevin) Chae & Sung-Bum Kim, 2021. "What Are the Salient and Memorable Green-Restaurant Attributes? Capturing Customer Perceptions From User-Generated Content," SAGE Open, , vol. 11(3), pages 21582440211, July.
  47. Bai, Xiwen & Zhang, Xiunian & Li, Kevin X. & Zhou, Yaoming & Yuen, Kum Fai, 2021. "Research topics and trends in the maritime transport: A structural topic model," Transport Policy, Elsevier, vol. 102(C), pages 11-24.
  48. 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.
  49. Marcel Fratzscher & Tobias Heidland & Lukas Menkhoff & Lucio Sarno & Maik Schmeling, 2023. "Foreign Exchange Intervention: A New Database," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 71(4), pages 852-884, December.
  50. Hajian, Ava & Sadeghi, Russell & Prybutok, Victor R. & Koh, Chang E., 2024. "Increasing trust and value of mobile advertising in retailing: A survey design, machine learning approach, and blockchain in the trust path," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
  51. Bohl, Martin T. & Kanelis, Dimitrios & Siklos, Pierre L., 2023. "Central bank mandates: How differences can influence the content and tone of central bank communication," Journal of International Money and Finance, Elsevier, vol. 130(C).
  52. Grajzl, Peter & Murrell, Peter, 2019. "Toward understanding 17th century English culture: A structural topic model of Francis Bacon's ideas," Journal of Comparative Economics, Elsevier, vol. 47(1), pages 111-135.
  53. Valerio Astuti & Marta Crispino & Marco Langiulli & Juri Marcucci, 2022. "Textual analysis of a Twitter corpus during the COVID-19 pandemics," Questioni di Economia e Finanza (Occasional Papers) 692, Bank of Italy, Economic Research and International Relations Area.
  54. Leonardo N. Ferreira, 2021. "Forecasting with VAR-teXt and DFM-teXt Models:exploring the predictive power of central bank communication," Working Papers Series 559, Central Bank of Brazil, Research Department.
  55. Valentina Anzoise & Debora Slanzi & Irene Poli, 2020. "Local stakeholders’ narratives about large-scale urban development: The Zhejiang Hangzhou Future Sci-Tech City," Urban Studies, Urban Studies Journal Limited, vol. 57(3), pages 655-671, February.
  56. Lüdering Jochen & Winker Peter, 2016. "Forward or Backward Looking? The Economic Discourse and the Observed Reality," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 236(4), pages 483-515, August.
  57. 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.
  58. 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.
  59. Das, Kallol & Patel, Jayesh D. & Sharma, Anuj & Shukla, Yupal, 2023. "Creativity in marketing: Examining the intellectual structure using scientometric analysis and topic modeling," Journal of Business Research, Elsevier, vol. 154(C).
  60. Yuanye Ma, 2023. "Relatedness and compatibility: The concept of privacy in Mandarin Chinese and American English corpora," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 74(2), pages 249-272, February.
  61. Mariana Reis Maria & Rosangela Ballini & Roney Fraga Souza, 2023. "Evolution of Green Finance: A Bibliometric Analysis through Complex Networks and Machine Learning," Sustainability, MDPI, vol. 15(2), pages 1-23, January.
  62. Kraus, Sascha & Kumar, Satish & Lim, Weng Marc & Kaur, Jaspreet & Sharma, Anuj & Schiavone, Francesco, 2023. "From moon landing to metaverse: Tracing the evolution of Technological Forecasting and Social Change," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
  63. 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.
  64. 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.
  65. Simon Fritzsch & Philipp Scharner & Gregor Weiß, 2021. "Estimating the relation between digitalization and the market value of insurers," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 88(3), pages 529-567, September.
  66. 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.
  67. 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.
  68. Ashwin,Julian & Rao,Vijayendra & Biradavolu,Monica Rao & Chhabra,Aditya & Haque,Arshia & Khan,Afsana Iffat & Krishnan,Nandini, 2022. "A Method to Scale-Up Interpretative Qualitative Analysis, with an Application toAspirations in Cox’s Bazaar, Bangladesh," Policy Research Working Paper Series 10046, The World Bank.
  69. Xieling Chen & Di Zou & Haoran Xie & Gary Cheng, 2021. "A Topic-Based Bibliometric Review of Computers in Human Behavior: Contributors, Collaborations, and Research Topics," Sustainability, MDPI, vol. 13(9), pages 1-21, April.
  70. 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.
  71. Xieling Chen & Juan Chen & Gary Cheng & Tao Gong, 2020. "Topics and trends in artificial intelligence assisted human brain research," PLOS ONE, Public Library of Science, vol. 15(4), pages 1-27, April.
  72. Eunhye (Olivia) Park & Bongsug (Kevin) Chae & Junehee Kwon & Woo-Hyuk Kim, 2020. "The Effects of Green Restaurant Attributes on Customer Satisfaction Using the Structural Topic Model on Online Customer Reviews," Sustainability, MDPI, vol. 12(7), pages 1-20, April.
  73. Sumeet Sahay & Hemant Kumar Kaushik & Shikha Singh, 2023. "Discovering themes and trends in electricity supply chain area research," OPSEARCH, Springer;Operational Research Society of India, vol. 60(3), pages 1525-1560, September.
  74. Aur'elien Sallin, 2021. "Estimating returns to special education: combining machine learning and text analysis to address confounding," Papers 2110.08807, arXiv.org, revised Feb 2022.
  75. Emaad Manzoor & George H. Chen & Dokyun Lee & Michael D. Smith, 2020. "Influence via Ethos: On the Persuasive Power of Reputation in Deliberation Online," Papers 2006.00707, arXiv.org.
  76. Nuccio Ludovico & Marc Esteve Del Valle & Franco Ruzzenenti, 2020. "Mapping the Dutch Energy Transition Hyperlink Network," Sustainability, MDPI, vol. 12(18), pages 1-24, September.
  77. Caspi, Aviv & Stiglitz, Edward H., 2020. "Measuring discourse by algorithm," International Review of Law and Economics, Elsevier, vol. 62(C).
  78. Goodell, John W. & Kumar, Satish & Li, Xiao & Pattnaik, Debidutta & Sharma, Anuj, 2022. "Foundations and research clusters in investor attention: Evidence from bibliometric and topic modelling analysis," International Review of Economics & Finance, Elsevier, vol. 82(C), pages 511-529.
  79. Marc Burri & Daniel Kaufmann, 2024. "Multi-dimensional monetary policy shocks based on heteroscedasticity," IRENE Working Papers 24-03, IRENE Institute of Economic Research.
  80. 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).
  81. 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.
  82. Grajzl, Peter & Murrell, Peter, 2023. "A macrohistory of legal evolution and coevolution: Property, procedure, and contract in early-modern English caselaw," International Review of Law and Economics, Elsevier, vol. 73(C).
  83. Baker, H. Kent & Kumar, Satish & Goyal, Kirti & Sharma, Anuj, 2021. "International review of financial analysis: A retrospective evaluation between 1992 and 2020," International Review of Financial Analysis, Elsevier, vol. 78(C).
  84. Lifeng He & Dongmei Han & Xiaohang Zhou & Zheng Qu, 2020. "The Voice of Drug Consumers: Online Textual Review Analysis Using Structural Topic Model," IJERPH, MDPI, vol. 17(10), pages 1-18, May.
  85. Hüpper, Florian & Kempa, Bernd, 2023. "Inflation targeting and inflation communication of the Federal Reserve: Words and deeds," Journal of Macroeconomics, Elsevier, vol. 75(C).
  86. Park, Eunhye & Park, Jinah & Hu, Mingming, 2021. "Tourism demand forecasting with online news data mining," Annals of Tourism Research, Elsevier, vol. 90(C).
  87. 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.
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