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What topic modeling could reveal about the evolution of economics

Citations

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Cited by:

  1. Ivan Savin & Kristina Chukavina & Andrey Pushkarev, 2023. "Topic-based classification and identification of global trends for startup companies," Small Business Economics, Springer, vol. 60(2), pages 659-689, February.
  2. Kei Nakagawa & Kohei Hayashi & Yugo Fujimoto, 2024. "CFTM: Continuous time fractional topic model," Papers 2402.01734, arXiv.org, revised Feb 2024.
  3. Heikkilä, Jussi, 2020. "Classifying Economics for the Common Good: Connecting Sustainable Development Goals to JEL Codes," MPRA Paper 99559, University Library of Munich, Germany.
  4. Hugo S. Gonçalves & Sérgio Moro, 2023. "On the economic impacts of COVID‐19: A text mining literature analysis," Review of Development Economics, Wiley Blackwell, vol. 27(1), pages 375-394, February.
  5. repec:rim:rimwps:22-04 is not listed on IDEAS
  6. Levy, Daniel & Mayer, Tamir & Raviv, Alon, 2022. "Economists in the 2008 financial crisis: Slow to see, fast to act," Journal of Financial Stability, Elsevier, vol. 60(C).
  7. Jessica Birkholz, 2023. "Do not judge a business idea by its cover: The relation between topics in business ideas and incorporation probability," The Journal of Technology Transfer, Springer, vol. 48(4), pages 1327-1358, August.
  8. Cavallaro, Matteo & Mathieu, Alban, 2024. "Beyond the veil: Mapping cryptocurrencies' ecosystem," International Review of Financial Analysis, Elsevier, vol. 94(C).
  9. José M. Menudo & Francisco A. Borja, 2024. "Optimists in the Andes: The Impact of the French Liberal School on Economic Education in 19th Century Andean America," Working Papers 24.01, Universidad Pablo de Olavide, Department of Economics.
  10. Bowles, Samuel & Carlin, Wendy & Subramanyam, Sahana, 2025. "Civil society comes of age in economics: Tracking a century of research," Economics Letters, Elsevier, vol. 246(C).
  11. Juan Pablo Castilla, 2020. "To Kill a Black Swan: The Credibility Revolution at CEDE, 2000-2018," Documentos CEDE 18366, Universidad de los Andes, Facultad de Economía, CEDE.
  12. Corbet, Shaen & Dowling, Michael & Gao, Xiangyun & Huang, Shupei & Lucey, Brian & Vigne, Samuel A., 2019. "An analysis of the intellectual structure of research on the financial economics of precious metals," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
  13. Alberto Baccini & Lucio Barabesi & Carlo Debernardi, 2025. "Exploring the Shape of Economics: A Multilayer Network Analysis of Social Communities and Intellectual Similarity Among Journals Before and After the 2008 Financial Crisis," Papers 2508.09079, arXiv.org, revised Apr 2026.
  14. James A. Cunningham & Matthias Menter & Felix Starke, 2025. "The evolution of university technology transfer research: a text mining approach," The Journal of Technology Transfer, Springer, vol. 50(3), pages 1231-1268, June.
  15. Chandra, Yanto & Luo, Yiyun, 2025. "Celebrating a decade of entrepreneurship research in JBVI (2014–2024): Taking the pulse of the past to chart the future," Journal of Business Venturing Insights, Elsevier, vol. 23(C).
  16. 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.
  17. Singhal, Karan & Sierminska, Eva, 2025. "Who Studies What? Country of Origin, Gender, and Field Specialization Among Economics PhDs," IZA Discussion Papers 18348, IZA Network @ LISER.
  18. Savin, Ivan & Ott, Ingrid & Konop, Chris, 2022. "Tracing the evolution of service robotics: Insights from a topic modeling approach," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
  19. Jiménez Durán, Rafael & Müller, Karsten & Schwarz, Carlo, 2022. "The Effect of Content Moderation on Online and Offline Hate: Evidence from Germany's NetzDG," CEPR Discussion Papers 17554, C.E.P.R. Discussion Papers.
  20. 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.
  21. Thomas Delcey & Aurélien Goutsmedt & Alexandre Truc, 2025. "One Sentence at a Time: A Quantitative History of Rationality in Economic Thought," Working Papers hal-05431080, HAL.
  22. Alberto Baccini & Federica Baccini & Lucio Barabesi & Martina Cioni & Eugenio Petrovich & Daria Pignalosa, 2024. "Fine-grained classification of journal articles based on multiple layers of information through similarity network fusion: The case of the Cambridge Journal of Economics," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(1), pages 373-400, January.
  23. Jessica Birkholz & Jutta Günther & Mariia Shkolnykova, 2021. "Using Topic Modeling in Innovation Studies: The Case of a Small Innovation System under Conditions of Pandemic Related Change," Bremen Papers on Economics & Innovation 2101, University of Bremen, Faculty of Business Studies and Economics.
  24. Leonardo Cei & Edi Defrancesco & Gianluca Stefani, 2022. "What topic modelling can show about the development of agricultural economics: evidence from the Journal Citation Report category top journals," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 49(2), pages 289-330.
  25. Marco Guerzoni & Massimiliano Nuccio & Federico Tamagni, 2022. "Discovering pre-entry knowledge complexity with patent topic modeling and the post-entry growth of Italian firms," LEM Papers Series 2022/25, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  26. Nicola Melluso & Andrea Bonaccorsi & Filippo Chiarello & Gualtiero Fantoni, 2021. "Rapid detection of fast innovation under the pressure of COVID-19," Papers 2102.00197, arXiv.org.
  27. Marco Guerzoni & Consuelo R. Nava & Massimiliano Nuccio, 2019. "The survival of start-ups in time of crisis. A machine learning approach to measure innovation," Papers 1911.01073, arXiv.org.
  28. Jose Ramon Saura & Domingo Ribeiro-Soriano & Daniel Palacios-Marqués, 2024. "Data-driven strategies in operation management: mining user-generated content in Twitter," Annals of Operations Research, Springer, vol. 333(2), pages 849-869, February.
  29. Gabriela Jaque Herrera & Roberto Cárdenas-Retamal & Daniel Barrales Henriquez, 2022. "Tendencias en Publicaciones en Revistas Chilenas de Economía," Documentos de Trabajo 12, Estudios Nueva Economía.
  30. Ali Sina Önder & Sergey V. Popov & Sascha Schweitzer, 2021. "Leadership in Scholarship: Editors’ Appointments and the Profession’s Narrative," Working Papers in Economics & Finance 2021-05, University of Portsmouth, Portsmouth Business School, Economics and Finance Subject Group.
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