1932

Abstract

The US entrepreneurial finance market has changed dramatically over the last two decades. Entrepreneurs who raise their first round of venture capital retain 30% more equity in their firm and are more likely to control their board of directors. Late-stage start-ups are raising larger amounts of capital in the private markets from a growing pool of traditional and new investors. These private market changes have coincided with a sharp decline in the number of firms going public—and when firms do go public, they are older and have raised more private capital. To understand these facts, we provide a systematic description of the differences between private and public firms. Next, we review several regulatory, technological, and competitive changes affecting both start-ups and investors that help explain how the trade-offs between going public and staying private have changed. We conclude by listing several open research questions.

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2022-11-01
2025-01-26
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Literature Cited

  1. Abudy M, Benninga S, Shust E. 2016. The cost of equity for private firms. J. Corp. Finance 37:431–43
    [Google Scholar]
  2. Agarwal V, Barber B, Cheng S, Hameed A, Yasuda A. 2021. Private company valuations by mutual funds SSRN Work. Pap. 3066449
    [Google Scholar]
  3. Aghamolla C, Thakor RT. 2022. Do mandatory disclosure requirements for private firms increase the propensity of going public?. J. Account. Res. 60:3755804
    [Google Scholar]
  4. Akhigbe A, Whyte AM. 2015. SEO announcement returns and internal capital market efficiency. J. Corp. Finance 31:271–83
    [Google Scholar]
  5. Anadu K, Kruttli M, McCabe P, Osambela E. 2020. The shift from active to passive investing: Risks to financial stability?. Financ. Anal. J. 76:423–39
    [Google Scholar]
  6. Andonov A, Rauh JD. 2022. The return expectations of public pension funds. Rev. Financ. Stud. 35:83777822
    [Google Scholar]
  7. Aragon GO, Li E, Lindsey LA 2018. Exploration or exploitation? Hedge funds in venture capital SSRN Work. Pap. 3251086
    [Google Scholar]
  8. Asker J, Farre-Mensa J, Ljungqvist A. 2015. Corporate investment and stock market listing: A puzzle?. Rev. Financ. Stud. 28:2342–90
    [Google Scholar]
  9. Badertscher BA, Givoly D, Katz SP, Lee H. 2019. Private ownership and the cost of public debt: evidence from the bond market. Manag. Sci. 65:1301–26
    [Google Scholar]
  10. Baker M, Wurgler J. 2013. Behavioral corporate finance: an updated survey. Handbook of the Economics of Finance, Vol. 2 Part A, ed. GM Constantinides, M Harris, RM Stulz 357–424 Kidlington, UK: Elsevier
    [Google Scholar]
  11. Bauguess S, Gullapalli R, Ivanov V. 2018. Capital raising in the U.S.: an analysis of the market for unregistered securities offerings, 2009–2017 White Pap., US Sec. Exch. Comm. Washington, DC:
    [Google Scholar]
  12. Bernstein S. 2015. Does going public affect innovation?. J. Finance 70:41365–1403
    [Google Scholar]
  13. Bernstein S, Giroud X, Townsend RR. 2016. The impact of venture capital monitoring. J. Finance 71:41591–1622
    [Google Scholar]
  14. Bernstein S, Lerner J, Schoar A. 2013. The investment strategies of sovereign wealth funds. J. Econ. Perspect. 27:2219–38
    [Google Scholar]
  15. Bhattacharya S, Ritter JR. 1983. Innovation and communication: signalling with partial disclosure. Rev. Econ. Stud. 50:2331–46
    [Google Scholar]
  16. Billett MT, Floros IV, Garfinkel JA. 2019. At-the-market offerings. J. Financ. Quant. Anal. 54:31263–83
    [Google Scholar]
  17. Black BS, Gilson RJ. 1998. Venture capital and the structure of capital markets: banks versus stock markets. J. Financ. Econ. 47:3243–77
    [Google Scholar]
  18. Board Gov. Fed. Reserve Syst 2021. Market yield on U.S. treasury securities at 10-year constant maturity FRED, Fed. Reserve Bank St. Louis, MO accessed November 2021. https://fred.stlouisfed.org/series/DGS10
    [Google Scholar]
  19. Board Gov. Fed. Reserve Syst 2022. Enhanced financial accounts, equity issuance and retirement accessed January 2022. https://www.federalreserve.gov/releases/efa/efa-project-equity-issuance-retirement.htm
    [Google Scholar]
  20. Bodnaruk A, Kandel E, Massa M, Simonov A. 2008. Shareholder diversification and the decision to go public. Rev. Financ. Stud. 21:62779–824
    [Google Scholar]
  21. Brau JC, Fawcett SE. 2006. Initial public offerings: an analysis of theory and practice. J. Finance 61:1399–436
    [Google Scholar]
  22. Brennan MJ, Torous WN. 1999. Individual decision making and investor welfare. Econ. Notes 28:2119–43
    [Google Scholar]
  23. Brüggemann U, Kaul A, Leuz C, Werner IM. 2018. The twilight zone: OTC regulatory regimes and market quality. Rev. Financ. Stud. 31:3898–942
    [Google Scholar]
  24. Campagna LJ. 2020. Information letter 06-03-2020 US Dept. Labor, Empl. Benefits Sec. Admin. Washington, DC: https://www.dol.gov/agencies/ebsa/about-ebsa/our-activities/resource-center/information-letters/06-03-2020
    [Google Scholar]
  25. Celikyurt U, Sevilir M, Shivdasani A. 2010. Going public to acquire? The acquisition motive in IPOs. J. Financ. Econ. 96:3345–63
    [Google Scholar]
  26. Chemmanur TJ, He S, Nandy DK. 2010. The going-public decision and the product market. Rev. Financ. Stud. 23:51855–1908
    [Google Scholar]
  27. Chen J, Ewens M. 2021. Venture capitalists’ access to finance and its impact on startups NBER Work. Pap. 29211
    [Google Scholar]
  28. Chernenko S, Lerner J, Zeng Y. 2021. Mutual funds as venture capitalists? Evidence from unicorns. Rev. Financ. Stud. 34:52362–410
    [Google Scholar]
  29. Chod J, Lyandres E. 2011. Strategic IPOs and product market competition. J. Financ. Econ. 100:145–67
    [Google Scholar]
  30. Chung J. 2021. As hedge funds endure rocky year, private-company bets ease the pain. Wall Street Journal, Oct. 23. https://www.wsj.com/articles/as-hedge-funds-endure-rocky-year-private-company-bets-ease-the-pain-11634981400
    [Google Scholar]
  31. Coates JC, Srinivasan S. 2014. SOX after ten years: a multidisciplinary review. Account. Horiz. 28:3627–71
    [Google Scholar]
  32. Cohen S, Fehder DC, Hochberg YV, Murray F. 2019. The design of startup accelerators. Res. Policy 48:71781–97
    [Google Scholar]
  33. Cumming DJ. 2008. Contracts and exits in venture capital finance. Rev. Financ. Stud. 21:51947–82
    [Google Scholar]
  34. Cumming DJ, Johan S, Reardon RS 2021. Governance and success in U.S. securities-based crowdfunding SSRN Work. Pap. 3950966
    [Google Scholar]
  35. Da Rin M, Hellmann T, Puri M 2013. A survey of venture capital research. Handbook of the Economics of Finance, Vol. 2 Part A, ed. GM Constantinides, M Harris, RM Stulz 573–648 Kidlington, UK: Elsevier
    [Google Scholar]
  36. Decker RA, Haltiwanger J, Jarmin RS, Miranda J. 2016. Where has all the skewness gone? The decline in high-growth (young) firms in the U.S.. Eur. Econ. Rev. 86:4–23
    [Google Scholar]
  37. Denes MR, Howell ST, Mezzanotti F, Wang X, Xu T 2021. Investor tax credits and entrepreneurship: evidence from US states SSRN Work. Pap. 3596342
    [Google Scholar]
  38. Dodhia P. 2020. SEC modernizes the accredited investor definition. Engaging Alternatives, Dec. 11. https://www.eisneramper.com/sec-accredited-investor-ea-1220/
    [Google Scholar]
  39. Doidge C, Kahle KM, Karolyi GA, Stulz RM. 2018. Eclipse of the public corporation or eclipse of the public markets?. J. Appl. Corp. Finance 30:18–16
    [Google Scholar]
  40. Doidge C, Karolyi GA, Stulz RM. 2013. The US left behind? Financial globalization and the rise of IPOs outside the US. J. Financ. Econ. 110:3546–73
    [Google Scholar]
  41. Doidge C, Karolyi GA, Stulz RM. 2017. The US listing gap. J. Financ. Econ. 123:3464–87
    [Google Scholar]
  42. Dow J, Gorton G. 1997. Stock market efficiency and economic efficiency: Is there a connection?. J. Finance 52:31087–1129
    [Google Scholar]
  43. Eckbo BE, Lithell M. 2022. Merger-driven listing dynamics Work. Pap. 752/2021 Eur. Corp. Gov. Inst. Brussels:
    [Google Scholar]
  44. Effron SA. 2016. The new Section 4(a)(7): more than a codification of Section “4(a)(1½).”. Mintz Viewpoints Jan. 21. https://www.mintz.com/insights-center/viewpoints/2016-01-21-new-section-4a7-more-codification-section-4a1-12
    [Google Scholar]
  45. Eisfeldt AL, Papanikolaou D. 2013. Organization capital and the cross-section of expected returns. J. Finance 68:41365–1406
    [Google Scholar]
  46. Eur. Comm 2018. Science, research and innovation performance of the EU, 2018. Rep., Eur. Comm. Brussels:
    [Google Scholar]
  47. Ewens M, Farre-Mensa J. 2020. The deregulation of the private equity markets and the decline in IPOs. Rev. Financ. Stud. 33:125463–5509
    [Google Scholar]
  48. Ewens M, Malenko N. 2022. Board dynamics over the startup life cycle NBER Work. Pap. 27769
    [Google Scholar]
  49. Ewens M, Nanda R, Rhodes-Kropf M. 2018. Cost of experimentation and the evolution of venture capital. J. Financ. Econ. 128:3422–42
    [Google Scholar]
  50. Ewens M, Peters RH, Wang S 2020. Measuring intangible capital with market prices NBER Work. Pap. 25960
    [Google Scholar]
  51. Ewens M, Xiao K, Xu T 2021. Regulatory costs of being public: evidence from bunching estimation NBER Work. Pap. 29143
    [Google Scholar]
  52. Farre-Mensa J. 2017. The benefits of selective disclosure: evidence from private firms SSRN Work. Pap. 1719204
    [Google Scholar]
  53. Gahng M, Ritter JR, Zhang D. 2021. SPACs SSRN Work. Pap. 3775847
    [Google Scholar]
  54. Gao X, Ritter JR, Zhu Z. 2013. Where have all the IPOs gone?. J. Financ. Quant. Anal. 48:61663–92
    [Google Scholar]
  55. Gompers P. 1996. Grandstanding in the venture capital industry. J. Financ. Econ. 42:1133–56
    [Google Scholar]
  56. Gompers P, Lerner J. 2000. Money chasing deals? The impact of fund inflows on private equity valuations. J. Financ. Econ. 55:2281–325
    [Google Scholar]
  57. Google Inc 2004. Form S-1 registration statement Filed with the US Sec. Exch. Comm., April 29. https://www.sec.gov/Archives/edgar/data/1288776/000119312504073639/ds1.htm
    [Google Scholar]
  58. Gornall W, Strebulaev IA. 2020. Squaring venture capital valuations with reality. J. Financ. Econ. 135:1120–43
    [Google Scholar]
  59. Gredil O, Liu Y, Sensoy BA. 2021. Diversifying private equity SSRN Work. Pap. 3535677
    [Google Scholar]
  60. Gustafson MT, Iliev P. 2017. The effects of removing barriers to equity issuance. J. Financ. Econ. 124:3580–98
    [Google Scholar]
  61. Guzman J, Stern S. 2020. The state of American entrepreneurship: new estimates of the quantity and quality of entrepreneurship for 32 US states, 1988–2014. Am. Econ. J. Econ. Policy 12:4212–43
    [Google Scholar]
  62. Harmetz LS, Berman B 2017. Frequently asked questions about shelf offerings Morrison & Foerster LLP San Francisco: https://media2.mofo.com/documents/faqshelfofferings.pdf
    [Google Scholar]
  63. Harris RS, Jenkinson T, Kaplan SN, Stucke R. 2020. Has persistence persisted in private equity? Evidence from buyout and venture capital funds NBER Work. Pap. 28109
    [Google Scholar]
  64. Heaton J, Lucas D. 2004. Capital structure, hurdle rates, and portfolio choice—interactions in an entrepreneurial firm Work. Pap., Univ. Chicago
    [Google Scholar]
  65. Hermalin B, Weisbach M, eds. 2017. The Handbook of the Economics of Corporate Governance, Vol. 1 Amsterdam: Elsevier
    [Google Scholar]
  66. Holmström B, Tirole J. 1993. Market liquidity and performance monitoring. J. Polit. Econ. 101:4678–709
    [Google Scholar]
  67. Hsieh J, Lyandres E, Zhdanov A. 2011. A theory of merger-driven IPOs. J. Financ. Quant. Anal. 46:51367–1405
    [Google Scholar]
  68. Huang S, Mao Y, Wang C, Zhou D. 2021. Public market players in the private world: implications for the going-public process. Rev. Financ. Stud. 34:52411–47
    [Google Scholar]
  69. Ibrahim DM. 2012. The new exit in venture capital. Vanderbilt Law Rev. 65:1–47
    [Google Scholar]
  70. Jensen MC, Meckling WH. 1976. Theory of the firm: managerial behavior, agency costs and ownership structure. J. Financ. Econ. 3:4305–60
    [Google Scholar]
  71. Johnson E, Blankenship M, Smolij B, Niedzwiecki J. 2020. Market trends 2019/20: follow-on offerings. Lexis Practice Advisor Price Note Winston & Strawn LLP https://www.winston.com/images/content/2/0/v2/202821/Market-Trends-201920-Follow-On-Offerings.pdf
    [Google Scholar]
  72. Kahle KM, Stulz RM. 2017. Is the US public corporation in trouble?. J. Econ. Perspect. 31:367–88
    [Google Scholar]
  73. Kerr WR, Lerner J, Schoar A. 2014. The consequences of entrepreneurial finance: evidence from angel financings. Rev. Financ. Stud. 27:120–55
    [Google Scholar]
  74. Kiernan P. 2022. SEC pushes for more transparency from private companies. Wall Street Journal, Jan. 10. https://www.wsj.com/articles/sec-pushes-for-more-transparency-from-private-companies-11641752489
    [Google Scholar]
  75. Kim W, Weisbach MS. 2008. Motivations for public equity offers: an international perspective. J. Financ. Econ. 87:2281–307
    [Google Scholar]
  76. Koeplin J, Sarin A, Shapiro AC. 2000. The private company discount. J. Appl. Corp. Finance 12:494–101
    [Google Scholar]
  77. Kovner A, Wei CJ. 2014. The private premium in public bonds SSRN Work. Pap. 2018441
    [Google Scholar]
  78. Kwon S, Lowry M, Qian Y. 2020. Mutual fund investments in private firms. J. Financ. Econ. 136:2407–43
    [Google Scholar]
  79. La Porta R, Lopez-de-Silanes F, Shleifer A 1999. Corporate ownership around the world. J. Finance 54:2471–517
    [Google Scholar]
  80. Larcker DF, Tayan B, Watts EM. 2018. Cashing it in: private-company exchanges and employee stock sales prior to IPO Work. Pap., Stanford Univ. Stanford, CA:
    [Google Scholar]
  81. Lawson KLP. 2006. United States: Pension Protection Act of 2006 allows private equity funds to accept more foreign and governmental plan contributions without becoming subject to ERISA. Mondaq Aug. 31. https://www.mondaq.com/unitedstates/workforce-management/42508/pension-protection-act-of-2006-allows-private-equity-funds-to-accept-more-foreign-and-governmental-plan-contributions-without-becoming-subject-to-erisa
    [Google Scholar]
  82. Lerner J, Mao J, Schoar A, Zhang NR. 2022. Investing outside the box: evidence from alternative vehicles in private equity. J. Financ. Econ. 143:1359–80
    [Google Scholar]
  83. Lerner J, Nanda R. 2020. Venture capital's role in financing innovation: what we know and how much we still need to learn. J. Econ. Perspect. 34:3237–61
    [Google Scholar]
  84. Lerner J, Schoar A, Wang J. 2008. Secrets of the academy: the drivers of university endowment success. J. Econ. Perspect. 22:3207–22
    [Google Scholar]
  85. Lerner J, Schoar A, Wongsunwai W. 2007. Smart institutions, foolish choices: the limited partner performance puzzle. J. Finance 62:2731–64
    [Google Scholar]
  86. Lindsey LA, Stein LCD. 2020. Angels, entrepreneurship, and employment dynamics: evidence from investor accreditation rules SSRN Work. Pap. 2939994
    [Google Scholar]
  87. Loderer C, Waelchli U. 2010. Protecting minority shareholders: listed versus unlisted firms. Financ. Manag. 39:133–57
    [Google Scholar]
  88. Longstaff FA. 1995. How much can marketability affect security values?. J. Finance 50:51767–74
    [Google Scholar]
  89. Lowry M. 2003. Why does IPO volume fluctuate so much?. J. Financ. Econ. 67:13–40
    [Google Scholar]
  90. Lowry M, Michaely R, Volkova E. 2017. Initial public offerings: a synthesis of the literature and directions for future research. Found. Trends Finance 11:3–4154–320
    [Google Scholar]
  91. Maksimovic V, Pichler P. 2001. Technological innovation and initial public offerings. Rev. Financ. Stud. 14:2459–94
    [Google Scholar]
  92. Metrick A, Yasuda A. 2021. Venture Capital and the Finance of Innovation Hoboken, NJ: John Wiley & Sons
    [Google Scholar]
  93. Morrison & Foerster LLP. 2018. Frequently asked questions about period reporting requirements for U.S. issuers—overview Morrison & Foerster LLP San Francisco: https://media2.mofo.com/documents/faq-periodic-reporting-requirements-for-us-issuers-overview.pdf
    [Google Scholar]
  94. NACUBO (Nat. Assoc. Coll. Univ. Bus. Off.) 2021. Public NTSE tables, 2020 NACUBO-TIAA study of endowments (NTSE) results. NACUBO, accessed Nov. 2021. https://www.nacubo.org/Research/2021/Public-NTSE-Tables
    [Google Scholar]
  95. Nasdaq 2021. Rulebook—the Nasdaq Stock Market Nasdaq, New York, NY: accessed Nov. 2021. https://listingcenter.nasdaq.com/rulebook/nasdaq/rules
    [Google Scholar]
  96. NYSE (New York Stock Exch.) 2021. Listings—company resources NYSE, New York, NY: accessed Nov. 2021. https://www.nyse.com/listings/resources
    [Google Scholar]
  97. Obama B. 2012. Remarks by the President at JOBS Act Bill Signing Off. Press Sec. White House, Washington, DC: Apr. 5. https://obamawhitehouse.archives.gov/the-press-office/2012/04/05/remarks-president-jobs-act-bill-signing
    [Google Scholar]
  98. Officer MS. 2007. The price of corporate liquidity: acquisition discounts for unlisted targets. J. Financ. Econ. 83:3571–98
    [Google Scholar]
  99. Pagano M, Panetta F, Zingales L. 1998. Why do companies go public? An empirical analysis. J. Finance 53:127–64
    [Google Scholar]
  100. Pew Charit. Trusts 2015. The state pensions funding gap: challenges persist Issue Brief, July 14, Pew Charit. Trusts Washington, DC: https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2015/07/the-state-pensions-funding-gap-challenges-persist
    [Google Scholar]
  101. Pew Charit. Trusts 2021. The state pension funding gap: plans have stabilized in wake of pandemic Issue Brief, Sept. 14 Pew Charit. Trusts Washington, DC: https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2021/09/the-state-pension-funding-gap-plans-have-stabilized-in-wake-of-pandemic
    [Google Scholar]
  102. Phalippou L. 2020. An inconvenient fact: private equity returns and the billionaire factory. J. Invest. 30:111–39
    [Google Scholar]
  103. Phalippou L, Rauch C, Umber M. 2018. Private equity portfolio company fees. J. Financ. Econ. 129:3559–85
    [Google Scholar]
  104. PitchBook 2021. Venture capital financings data PitchBook, accessed Nov. 2021. https://pitchbook.com
    [Google Scholar]
  105. Plumer B, Barclay E, Belluz J, Irfan U. 2018. A simple guide to CRISPR, one of the biggest science stories of the decade. Vox Dec. 27. https://www.vox.com/2018/7/23/17594864/crispr-cas9-gene-editing
    [Google Scholar]
  106. Public Plans Data 2021. Detailed investment data Public Plans Data, accessed Nov. 2021. https://publicplansdata.org/public-plans-database/download-full-data-set/#nav-4
    [Google Scholar]
  107. Puri M, Zarutskie R. 2012. On the life cycle dynamics of venture-capital- and non-venture-capital-financed firms. J. Finance 67:62247–93
    [Google Scholar]
  108. Ritter JR. 2011. Equilibrium in the initial public offerings market. Annu. Rev. Financ. Econ. 3:347–74
    [Google Scholar]
  109. Ritter JR. 2021. Initial public offerings: updated statistics Dept. Finance, Univ. Florida Gainesville, FL: accessed Oct. 15, 2021. https://site.warrington.ufl.edu/ritter/files/IPO-Statistics.pdf
    [Google Scholar]
  110. Robinson DT, Sensoy BA. 2013. Do private equity fund managers earn their fees? Compensation, ownership, and cash flow performance. Rev. Financ. Stud. 26:112760–97
    [Google Scholar]
  111. Rossi A, Vanacker T, Vismara S. 2021. Equity crowdfunding: new evidence from US and UK markets. Rev. Corp. Finance 1:3–4407–53
    [Google Scholar]
  112. Saunders A, Steffen S. 2011. The costs of being private: evidence from the loan market. Rev. Financ. Stud. 24:124091–122
    [Google Scholar]
  113. SEC (US Secur. Exch. Comm.) 2009. Study of the Sarbanes-Oxley Act of 2002 Section 404 internal control over financial reporting requirements Rep., Off. Econ. Anal. SEC, Washington, DC: https://www.sec.gov/news/studies/2009/sox-404_study.pdf
    [Google Scholar]
  114. SEC (US Secur. Exch. Comm.) 2013. Rule 144: selling restricted and control securities Rep., SEC Washington, DC: https://www.sec.gov/reportspubs/investor-publications/investorpubsrule144htm.html
    [Google Scholar]
  115. SEC (US Secur. Exch. Comm.) 2021. Exempt offerings Rep., SEC Washington, DC: https://www.sec.gov/smallbusiness/exemptofferings
    [Google Scholar]
  116. SEC (US Secur. Exch. Comm.) 2022. Crowdfunding offerings data sets. SEC, Washington, DC: accessed Jan. 2022. https://www.sec.gov/dera/data/crowdfunding-offerings-data-sets
    [Google Scholar]
  117. Shane S. 2012. The importance of angel investing in financing the growth of entrepreneurial ventures. Q. J. Finance 2:21250009
    [Google Scholar]
  118. Shleifer A, Vishny RW. 1997. A survey of corporate governance. J. Finance 52:2737–83
    [Google Scholar]
  119. Smith M, Zidar OM, Zwick E. 2021. Top wealth in America: new estimates and implications for taxing the rich NBER Work. Pap. 29374
    [Google Scholar]
  120. Stein JC. 1989. Efficient capital markets, inefficient firms: a model of myopic corporate behavior. Q. J. Econ. 104:4655–69
    [Google Scholar]
  121. Stein JC. 2003. Agency, information and corporate investment. Handb. Econ. Finance 1:111–65
    [Google Scholar]
  122. Stulz RM. 2020. Public versus private equity. Oxf. Rev. Econ. Policy 36:2275–90
    [Google Scholar]
  123. Sweet CA. 2016. The FAST Act, new Section 4(a)(7), and Section 4(a)(1½). LawFlash, Morgan Lewis, Jan. 4. https://www.morganlewis.com/pubs/2016/01/the-fast-act-new-sections
    [Google Scholar]
  124. VCExperts 2014. Certificate of incorporation data Updated June 2014, accessed Aug. 2014. https://www.vcexperts.com
    [Google Scholar]
  125. VentureSource 2020. Venture capital database on financing and investors. Dow Jones VentureSource New York, NY: accessed May 2020
    [Google Scholar]
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