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Business Applications as Economic Indicators

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Listed:
  • Jose Asturias
  • Emin Dinlersoz
  • John Haltiwanger
  • Rebecca Hutchinson

Abstract

How are applications to start new businesses related to aggregate economic activity? This paper explores the properties of three monthly business application series from the U.S. Census Bureau’s Business Formation Statistics as economic indicators: all business applications, business applications that are relatively likely to turn into new employer businesses (“likely employers”), and the residual series -- business applications that have a relatively low rate of becoming employers (“likely non-employers”). The analysis indicates that growth in applications for likely employers significantly leads total nonfarm employment growth and has a positive correlation with it, whereas growth in all applications and applications for likely non-employers have weaker positive correlations and shorter leads. Furthermore, growth in applications for likely employers leads growth in nearly all of the monthly Principal Federal Economic Indicators (PFEI) included in this study. Impulse response functions from vector autoregression analysis indicate that growth of both total nonfarm employment and advance monthly sales in retail and food services have positive and long-lasting responses to innovations in growth of applications for likely employers. Overall, applications for likely employers appear to be a strong leading indicator of monthly PFEIs and aggregate economic activity, whereas applications for likely non-employers provide early information about changes in increasingly prevalent self-employment activity in the U.S. economy.

Suggested Citation

  • Jose Asturias & Emin Dinlersoz & John Haltiwanger & Rebecca Hutchinson, 2021. "Business Applications as Economic Indicators," Working Papers 21-09, Center for Economic Studies, U.S. Census Bureau.
    • Handle: RePEc:cen:wpaper:21-09
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    References listed on IDEAS

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    1. Jorge Guzman & Scott Stern, 2020. "The State of American Entrepreneurship: New Estimates of the Quantity and Quality of Entrepreneurship for 32 US States, 1988–2014," American Economic Journal: Economic Policy, American Economic Association, vol. 12(4), pages 212-243, November.
    2. Kimberly Bayard & Emin Dinlersoz & Timothy Dunne & John Haltiwanger & Javier Miranda & John Stevens, 2018. "Early-Stage Business Formation: An Analysis of Applications for Employer Identification Numbers," Working Papers 18-52, Center for Economic Studies, U.S. Census Bureau.
    3. Cavallari, Lilia, 2013. "A note on firm entry, markups and the business cycle," Economic Modelling, Elsevier, vol. 35(C), pages 528-535.
    4. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2018. "Global Firms," Journal of Economic Literature, American Economic Association, vol. 56(2), pages 565-619, June.
    5. Emin Dinlersoz & Timothy Dunne & John Haltiwanger & Veronika Penciakova, 2021. "Business Formation: A Tale of Two Recessions," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 253-257, May.
    6. Steven J. Davis & John Haltiwanger & Ronald S. Jarmin & C.J. Krizan & Javier Miranda & Alfred Nucci & Kristin Sandusky, 2009. "Measuring the Dynamics of Young and Small Businesses: Integrating the Employer and Nonemployer Universes," NBER Chapters, in: Producer Dynamics: New Evidence from Micro Data, pages 329-366, National Bureau of Economic Research, Inc.
    7. Catherine Buffington & Daniel Chapman & Emin Dinlersoz & Lucia Foster & John Haltiwanger, 2021. "High Frequency Business Dynamics in the United States During the COVID-19 Pandemic," Working Papers 21-06, Center for Economic Studies, U.S. Census Bureau.
    8. Vincent Sterk & Petr Sedláček & Benjamin Pugsley, 2021. "The Nature of Firm Growth," American Economic Review, American Economic Association, vol. 111(2), pages 547-579, February.
    9. Lewis, Vivien & Stevens, Arnoud, 2015. "Entry and markup dynamics in an estimated business cycle model," European Economic Review, Elsevier, vol. 74(C), pages 14-35.
    10. Katharine G. Abraham & John C. Haltiwanger & Kristin Sandusky & James R. Spletzer, 2017. "Measuring the Gig Economy: Current Knowledge and Open Issues," NBER Chapters, in: Measuring and Accounting for Innovation in the Twenty-First Century, pages 257-298, National Bureau of Economic Research, Inc.
    11. John Haltiwanger & Ron S. Jarmin & Javier Miranda, 2013. "Who Creates Jobs? Small versus Large versus Young," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 347-361, May.
    12. John C. Haltiwanger, 2022. "Entrepreneurship during the COVID-19 Pandemic: Evidence from the Business Formation Statistics," Entrepreneurship and Innovation Policy and the Economy, University of Chicago Press, vol. 1(1), pages 9-42.
    13. James H. Stock & Mark W. Watson, 2001. "Vector Autoregressions," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 101-115, Fall.
    14. Timothy Dunne & J. Bradford Jensen & Mark J. Roberts, 2009. "Producer Dynamics: New Evidence from Micro Data," NBER Books, National Bureau of Economic Research, Inc, number dunn05-1, July.
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    Cited by:

    1. John C. Haltiwanger, 2022. "Entrepreneurship during the COVID-19 Pandemic: Evidence from the Business Formation Statistics," Entrepreneurship and Innovation Policy and the Economy, University of Chicago Press, vol. 1(1), pages 9-42.
    2. Ufuk Akcigit & Raman Chhina & Seyit Cilasun & Javier Miranda & Eren Ocakverdi & Nicolas Serrano-Velarde, 2023. "Intuit QuickBooks Small Business Index: A New Employment Series for the US, Canada, and the UK," Jena Economics Research Papers 2023-005, Friedrich-Schiller-University Jena.
    3. Emin Dinlersoz & Can Dogan & Nikolas Zolas, 2024. "Starting Up AI," Working Papers 24-09, Center for Economic Studies, U.S. Census Bureau.

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