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Catching Gazelles with a Lasso: Big data techniques for the prediction of high-growth firms

Citations

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Cited by:

  1. Guilherme Fowler A. Monteiro & Adriana Bruscato Bortoluzzo & Pedro Lipkin P. Rosa, 2021. "Is there heterogeneity among persistent high‐growth firms?," Growth and Change, Wiley Blackwell, vol. 52(4), pages 2272-2292, December.
  2. Márta Bisztray & Francesca de Nicola & Balázs Muraközy, 2020. "Industry dynamics and high-growth firms' contribution to productivity growth," CERS-IE WORKING PAPERS 2047, Institute of Economics, Centre for Economic and Regional Studies.
  3. Edward I. Altman & Marco Balzano & Alessandro Giannozzi & Stjepan Srhoj, 2023. "Revisiting SME default predictors: The Omega Score," Journal of Small Business Management, Taylor & Francis Journals, vol. 61(6), pages 2383-2417, November.
  4. Coad, Alexander & Domnick, Clemens & Flachenecker, Florian & Harasztosi, Peter & Janiri, Mario Lorenzo & Pál, Rozália & Teruel Carrizosa, Mercedes, 2021. "Do capacity constraints trigger high growth for enterprises?," EIB Working Papers 2021/08, European Investment Bank (EIB).
  5. Falco J. Bargagli-Stoffi & Jan Niederreiter & Massimo Riccaboni, 2020. "Supervised learning for the prediction of firm dynamics," Papers 2009.06413, arXiv.org.
  6. Xueling Li & Yujie Long & Meixi Fan & Yong Chen, 2022. "Drilling down artificial intelligence in entrepreneurial management: A bibliometric perspective," Systems Research and Behavioral Science, Wiley Blackwell, vol. 39(3), pages 379-396, May.
  7. Nurul Jannah Mustafa Khan & Hasani Mohd Ali, 2023. "Regulations on Non-Financial Disclosure in Corporate Reporting: A Thematic Review," Sustainability, MDPI, vol. 15(3), pages 1-23, February.
  8. João Ricardo Faria & Laudo Ogura & Mauricio Prado & Christopher J. Boudreaux, 2023. "Government investments and entrepreneurship," Small Business Economics, Springer, vol. 61(4), pages 1657-1670, December.
  9. Ho-Chang Chae, 2024. "In search of gazelles: machine learning prediction for Korean high-growth firms," Small Business Economics, Springer, vol. 62(1), pages 243-284, January.
  10. Coad, Alex & Karlsson, Johan, 2022. "A field guide for gazelle hunters: Small, old firms are unlikely to become high-growth firms," Journal of Business Venturing Insights, Elsevier, vol. 17(C).
  11. Srhoj Stjepan & Vitezić Vanja & Wagner Joachim, 2023. "Export Boosting Policies and Firm Performance: Review of Empirical Evidence Around the World," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 243(1), pages 45-92, February.
  12. Florian Léon, 2022. "The elusive quest for high-growth firms in Africa: when other metrics of performance say nothing," Small Business Economics, Springer, vol. 58(1), pages 225-246, January.
  13. Vivien Lefebvre, 2021. "Business group affiliation in rural contexts: Do small firms grow faster through working capital management?," Growth and Change, Wiley Blackwell, vol. 52(4), pages 2453-2476, December.
  14. Giulio Bottazzi & Taewon Kang & Federico Tamagni, 2023. "Persistence in firm growth: inference from conditional quantile transition matrices," Small Business Economics, Springer, vol. 61(2), pages 745-770, August.
  15. Ari Hyytinen & Petri Rouvinen & Mika Pajarinen & Joosua Virtanen, 2023. "Ex Ante Predictability of Rapid Growth: A Design Science Approach," Entrepreneurship Theory and Practice, , vol. 47(6), pages 2465-2493, November.
  16. Stephanie Houle & Ryan Macdonald, 2023. "Identifying Nascent High-Growth Firms Using Machine Learning," Staff Working Papers 23-53, Bank of Canada.
  17. Alex Coad & Clemens Domnick & Florian Flachenecker & Peter Harasztosi & Mario Lorenzo Janiri & Rozalia Pal & Mercedes Teruel, 2022. "Capacity constraints as a trigger for high growth," Small Business Economics, Springer, vol. 59(3), pages 893-923, October.
  18. Stjepan Srhoj & Michael Lapinski & Janette Walde, 2019. "Size matters? Impact evaluation of business development grants on SME performance," Working Papers 2019-14, Faculty of Economics and Statistics, Universität Innsbruck.
  19. Caglayan, Mustafa & Pham, Tho & Talavera, Oleksandr & Xiong, Xiong, 2020. "Asset mispricing in peer-to-peer loan secondary markets," Journal of Corporate Finance, Elsevier, vol. 65(C).
  20. Coad, Alex & Srhoj, Stjepan, 2023. "Entrepreneurial ecosystems and regional persistence of high growth firms: A ‘broken clock’ critique," Research Policy, Elsevier, vol. 52(6).
  21. Giulia Cattafi & Giovanna Mariani & Francesco Pistolesi & Domenico Nicol?, 2023. "Cheating in the evaluation. An expedient to estimate the impact of intangibles on the enterprise value of the high-growth start-ups," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2023(3), pages 193-218.
  22. Eva Christine Erhardt, 2022. "Prevalence and Persistence of High-Growth Entrepreneurship: Which Institutions Matter Most?," Journal of Industry, Competition and Trade, Springer, vol. 22(2), pages 297-332, June.
  23. Schneck, Stefan & Werner, Arndt & Wolter, Hans-Jürgen, 2021. "A replication study on growth paths of young firms: Evidence from German administrative data," Journal of Business Venturing Insights, Elsevier, vol. 16(C).
  24. Silviano Esteve-Pérez & Fabio Pieri & Diego Rodriguez, 2022. "One swallow does not make a summer: episodes and persistence in high growth," Small Business Economics, Springer, vol. 58(3), pages 1517-1544, March.
  25. Ren Lu & Qing Song & Ting Xia & Daguo Lv & Torger Reve & Ze Jian, 2021. "Unpacking the U‐shaped relationship between related variety and firm sales: Evidence from Japan," Papers in Regional Science, Wiley Blackwell, vol. 100(5), pages 1136-1157, October.
  26. Marcio Cruz & Leila Baghdadi & Hassen Arouri, 2022. "High growth firms and trade linkages: Imports do matter," Small Business Economics, Springer, vol. 59(1), pages 79-92, June.
  27. Justin J. P. Jansen & Ciaran Heavey & Tom J. M. Mom & Zeki Simsek & Shaker A. Zahra, 2023. "Scaling‐up: Building, Leading and Sustaining Rapid Growth Over Time," Journal of Management Studies, Wiley Blackwell, vol. 60(3), pages 581-604, May.
  28. Ljunge, Martin & Stenkula, Mikael, 2021. "Fertile soil for intrapreneurship: impartial institutions and human capital," Journal of Institutional Economics, Cambridge University Press, vol. 17(3), pages 489-508, June.
  29. Lefebvre, Vivien, 2023. "The growth process of IPO firms," Journal of Business Venturing Insights, Elsevier, vol. 19(C).
  30. Julie Ann Elston & Alois Weidinger, 2023. "An empirical examination of firm growth in the MENA region through the lens of Gibrat’s law," Small Business Economics, Springer, vol. 60(1), pages 121-131, January.
  31. Ning Ding & Kalimullah Bhat & Khalil Jebran, 2020. "Debt choice, growth opportunities and corporate investment: evidence from China," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 6(1), pages 1-22, December.
  32. Ren Lu & Qi Lu & Daguo Lv & Yuxiang Huang & Shuping Li & Ze Jian & Torger Reve, 2020. "The Evolution Process Of Entrepreneurship Studies In The 21st Century: Research Insights From Top Business And Economics Journals," Journal of Economic Surveys, Wiley Blackwell, vol. 34(4), pages 922-951, September.
  33. Nidal A. Darwish, 2022. "High-Growth Entrepreneurial Firms in Extreme Context: The Case of Palestine," Businesses, MDPI, vol. 2(4), pages 1-15, October.
  34. Martin Obschonka & David B. Audretsch, 2020. "Artificial intelligence and big data in entrepreneurship: a new era has begun," Small Business Economics, Springer, vol. 55(3), pages 529-539, October.
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