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

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Cited by:

  1. 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.
  2. N. A. Kravchenko & A. T. Yusupova & A. I. Ivanova & M. A. Yagolnitser, 2024. "Location, Technological Level, and Partnerships as Conditions for Company Growth," Regional Research of Russia, Springer, vol. 14(2), pages 306-315, June.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. Mula, Claire & Zybura, Nora & Hipp, Thomas, 2024. "From digitalized start-up to scale-up: Opening the black box of scaling in digitalized firms towards a scaling process framework," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
  9. Lefebvre, Vivien, 2023. "The growth process of IPO firms," Journal of Business Venturing Insights, Elsevier, vol. 19(C).
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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).
  15. 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.
  16. 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.
  17. 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.
  18. 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).
  19. Coad, Alex & Srhoj, Stjepan, 2023. "Entrepreneurial ecosystems and regional persistence of high growth firms: A ‘broken clock’ critique," Research Policy, Elsevier, vol. 52(6).
  20. Falco J. Bargagli-Stoffi & Jan Niederreiter & Massimo Riccaboni, 2020. "Supervised learning for the prediction of firm dynamics," Papers 2009.06413, arXiv.org.
  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. 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.
  23. 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.
  24. 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.
  25. 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).
  26. 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.
  27. 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.
  28. 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.
  29. 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.
  30. Nidal A. Darwish, 2022. "High-Growth Entrepreneurial Firms in Extreme Context: The Case of Palestine," Businesses, MDPI, vol. 2(4), pages 1-15, October.
  31. 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.
  32. 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.
  33. 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).
  34. Stephanie Houle & Ryan Macdonald, 2023. "Identifying Nascent High-Growth Firms Using Machine Learning," Staff Working Papers 23-53, Bank of Canada.
  35. 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.
  36. Reher, Leonie & Runst, Petrik & Thomä, Jörg & Bizer, Kilian, 2024. "Measuring non-R&D drivers of innovation: The case of SMEs in lagging regions," ifh Working Papers 45/2024, Volkswirtschaftliches Institut für Mittelstand und Handwerk an der Universität Göttingen (ifh).
  37. 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.
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