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Reprint of “The Startup Cartography Project: Measuring and mapping entrepreneurial ecosystems”

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  • Andrews, RJ
  • Fazio, Catherine
  • Guzman, Jorge
  • Liu, Yupeng
  • Stern, Scott

Abstract

This paper presents the Startup Cartography Project (SCP), which offers a new set of entrepreneurial ecosystem statistics for the United States from 1988 to 2016. The SCP combines state-level business registration records with a predictive analytics approach to estimate the probability of “extreme” growth (IPO or high-value acquisition) at or near the time of founding for the population of newly-registered firms. The results highlight the ability of predictive analytics to identify high-potential start-ups at founding (using a variety of different approaches and measures). The SCP then leverages estimates of entrepreneurial quality to develop four entrepreneurial ecosystem statistics, including the rate of start-up formation, average entrepreneurial quality, the quality-adjusted quantity of entrepreneurship, and the entrepreneurial ecosystem performance associated with a given start-up “cohort.” These statistics offer sharp insight into patterns of regional entrepreneurship, the correlation of quality (but not quantity) with subsequent regional economic growth and the evolution of entrepreneurial ecosystems over time. The SCP includes both a public-access dataset at the state, MSA, county, and zip code level, as well as an interactive map, the U.S. Startup Map, that allows academic and policy users to assess entrepreneurial ecosystems at an arbitrary level of granularity (from the level of states down to individual street addresses). The SCP and accompanying datasets may be found at: https://www.startupcartography.com/.

Suggested Citation

  • Andrews, RJ & Fazio, Catherine & Guzman, Jorge & Liu, Yupeng & Stern, Scott, 2022. "Reprint of “The Startup Cartography Project: Measuring and mapping entrepreneurial ecosystems”," Research Policy, Elsevier, vol. 51(9).
    • Handle: RePEc:eee:respol:v:51:y:2022:i:9:s0048733322001056
    DOI: 10.1016/j.respol.2022.104581
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    References listed on IDEAS

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    1. Erik Stam, 2015. "Entrepreneurial Ecosystems and Regional Policy: A Sympathetic Critique," European Planning Studies, Taylor & Francis Journals, vol. 23(9), pages 1759-1769, September.
    2. Chang-Tai Hsieh & Peter J. Klenow, 2014. "The Life Cycle of Plants in India and Mexico," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1035-1084.
    3. Mercedes Delgado & Michael E. Porter & Scott Stern, 2016. "Defining clusters of related industries," Journal of Economic Geography, Oxford University Press, vol. 16(1), pages 1-38.
    4. Edward L. Glaeser & Sari Pekkala Kerr & William R. Kerr, 2015. "Entrepreneurship and Urban Growth: An Empirical Assessment with Historical Mines," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 498-520, May.
    5. Ryan Decker & John Haltiwanger & Ron Jarmin & Javier Miranda, 2014. "The Role of Entrepreneurship in US Job Creation and Economic Dynamism," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 3-24, Summer.
    6. King, Gary & Zeng, Langche, 2001. "Logistic Regression in Rare Events Data," Political Analysis, Cambridge University Press, vol. 9(2), pages 137-163, January.
    7. Audretsch, David B. & Lehmann, Erik E., 2005. "Does the Knowledge Spillover Theory of Entrepreneurship hold for regions?," Research Policy, Elsevier, vol. 34(8), pages 1191-1202, October.
    8. Guzman, Jorge & Kacperczyk, Aleksandra (Olenka), 2019. "Gender gap in entrepreneurship," Research Policy, Elsevier, vol. 48(7), pages 1666-1680.
    9. Christian Catalini & Jorge Guzman & Scott Stern, 2019. "Passive Versus Active Growth: Evidence from Founder Choices and Venture Capital Investment," NBER Working Papers 26073, National Bureau of Economic Research, Inc.
    10. Leora Klapper & Raphael Amit & Mauro F. Guillén, 2010. "Entrepreneurship and Firm Formation across Countries," NBER Chapters, in: International Differences in Entrepreneurship, pages 129-158, National Bureau of Economic Research, Inc.
    11. Maryann P. Feldman & Johanna L. Francis, 2004. "Homegrown Solutions: Fostering Cluster Formation," Economic Development Quarterly, , vol. 18(2), pages 127-137, May.
    12. Christian Catalini & Jorge Guzman & Scott Stern, 2019. "Hidden in Plain Sight: Venture Growth with or without Venture Capital," NBER Working Papers 26521, National Bureau of Economic Research, Inc.
    13. Maryann Feldman & Johanna Francis & Janet Bercovitz, 2005. "Creating a Cluster While Building a Firm: Entrepreneurs and the Formation of Industrial Clusters," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 129-141.
    14. Feldman, Maryann P, 2001. "The Entrepreneurial Event Revisited: Firm Formation in a Regional Context," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(4), pages 861-891, December.
    15. Sharon Belenzon & Aaron K. Chatterji & Brendan Daley, 2017. "Eponymous Entrepreneurs," American Economic Review, American Economic Association, vol. 107(6), pages 1638-1655, June.
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    3. Feldman, Maryann & Fleming, Lee & Heaton, Sohvi & Desai, Sameeksha & Teece, David, 2022. "Uncommon methods and metrics for local entrepreneurial ecosystems," Research Policy, Elsevier, vol. 51(9).

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