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Access to Finance and Technological Innovation: Evidence from Pre-Civil War America

Published online by Cambridge University Press:  25 July 2022

Yifei Mao  and
Jessie Jiaxu Wang
Yifei Mao*
Affiliation:
Cornell University SC Johnson College of Business
Jessie Jiaxu Wang
Affiliation:
Board of Governors of the Federal Reserve System and Arizona State University W.P. Carey School of Business [email protected]
*
[email protected] (corresponding author)
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Abstract

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This article provides new evidence on how access to finance affects technological innovation and establishes the role of labor practices in shaping this relation. We exploit a unique setting, pre-Civil War America, where staggered adoption of free banking laws across states encouraged bank entry, and variation in the use of exploited workers in agriculture generated differences in producers’ demands for labor-saving technologies. Results show that access to finance spurred innovation; the positive effect on agricultural innovation diminished with labor exploitation. We establish the causal role of labor exploitation using the 1850s cholera pandemic and the influx of Irish immigrants.

Type
Research Article
Information
Journal of Financial and Quantitative Analysis , Volume 58 , Issue 5 , August 2023 , pp. 1973 - 2023
Copyright
© The Author(s), 2022. Published by Cambridge University Press on behalf of the Michael G. Foster School of Business, University of Washington

Footnotes

We thank an anonymous referee, Daron Acemoglu, Andres Almazan, Ramin Baghai, Charles Calomiris, Michael Ewens, Carola Frydman, Jarrad Harford (the editor), Matt Jaremski, Andrew Karolyi, Peter Koudijs, Debarshi Nandy, Jordan Nickerson, Maureen O’Hara, Paul Rhode, Joshua Rosenbloom, Elena Simintzi, Guillaume Vuillemey, Nicolas Ziebarth, and Miao Ben Zhang, as well as seminar and conference participants at WAPFIN@Stern, 2018 Texas A&M YoungScholars Finance Consortium, 2018 Chicago Financial Institutions Conference, 2018 Texas Finance Festival, 2018University of Kentucky Finance Conference, 2018 SFS Cavalcade, 2018 WFA, 2018 NBER SI Innovation, 2018 EFA,2019 AFA, 2019 FIRS, Cornell University, Arizona State University, Auburn University, University of Calgary, University of California Los Angeles, and the Board of Governors of the Federal Reserve System for helpful comments. The views expressed in this paper are solely the responsibility of the authors and should not be interpreted as reflecting the views of the Board of Governors of the Federal Reserve System or of anyone else associated with the Federal Reserve System.

References

Acemoglu, D. “Technical Change, Inequality, and the Labor Market.” Journal of Economic Literature, 40 (2002), 7–72.CrossRefGoogle Scholar
Acemoglu, D. “When Does Labor Scarcity Encourage Innovation?” Journal of Political Economy, 118 (2010), 1037–1078.CrossRefGoogle Scholar
Amore, M. D.; Schneider, C.; and Žaldokas, A.. “Credit Supply and Corporate Innovation.” Journal of Financial Economics, 109 (2013), 835–855.CrossRefGoogle Scholar
Beck, T.; Levine, R.; and Loayza, N.. “Finance and the Sources of Growth.” Journal of Financial Economics, 58 (2000), 261–300.CrossRefGoogle Scholar
Bena, J.; Ortiz-Molina, H.; and Simintzi, E.. “Shielding Firm Value: Employment Protection and Process Innovation.” Journal of Financial Economics, 146 (2022), 637–664.CrossRefGoogle Scholar
Benmelech, E., and Moskowitz, T. J.. “The Political Economy of Financial Regulation: Evidence from U.S. State Usury Laws in the 19th Century.” Journal of Finance, 65 (2010), 1029–1073.CrossRefGoogle Scholar
Black, S. E., and Strahan, P. E.. “Entrepreneurship and Bank Credit Availability.” Journal of Finance, 57 (2002), 2807–2833.CrossRefGoogle Scholar
Bodenhorn, H. “Entry, Rivalry and Free Banking in Antebellum America.” Review of Economics and Statistics, 72 (1990), 682–686.CrossRefGoogle Scholar
Bodenhorn, H. “An Engine of Growth: Real Bills and Schumpeterian Banking in Antebellum New York.” Explorations in Economic History, 36 (1999), 278–302.CrossRefGoogle Scholar
Bodenhorn, H. A History of Banking in Antebellum America: Markets and Economic Development in an Era of Nation-Building. Cambridge: Cambridge University Press (2000).Google Scholar
Bodenhorn, H. “Bank Chartering and Political Corruption in Antebellum New York: Free Banking as Reform.” In Corruption and Reform: Lessons from America’s Economic History. Chicago, IL: University of Chicago Press (2006), 231–257.CrossRefGoogle Scholar
Brown, J. R.; Fazzari, S. M.; and Petersen, B. C.. “Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom.” Journal of Finance, 64 (2009), 151–185.CrossRefGoogle Scholar
Calomiris, C., and Pritchett, J.. “Betting on Secession: Quantifying Political Events Surrounding Slavery and the Civil War.” American Economic Review, 106 (2016), 1–23.CrossRefGoogle Scholar
Cameron, A. C.; Gelbach, J. B.; and Miller, D. L.. “Bootstrap-Based Improvements for Inference with Clustered Errors.” Review of Economics and Statistics, 90 (2008), 414–427.CrossRefGoogle Scholar
Card, D. “Immigrant Inflows, Native Outflows, and the Local Labor Market Impacts of Higher Immigration.” Journal of Labor Economics, 19 (2001), 22–64.10.1086/209979CrossRefGoogle Scholar
Carlson, M.; Correia, S.; and Luck, S.. “The Effects of Banking Competition on Growth and Financial Stability: Evidence From the National Banking Era.” Journal of Political Economy, 130 (2022), 462–520.CrossRefGoogle Scholar
Celik, M. A.; Tian, X.; and Wang, W.. “Acquiring Innovation Under Information Frictions.” Working Paper, available at https://papers.ssrn.com/sol3/Papers.cfm?abstract_id=3475698 (2020).CrossRefGoogle Scholar
Chava, S.; Oettl, A.; Subramanian, A.; and Subramanian, K. V.. “Banking Deregulation and Innovation.” Journal of Financial Economics, 109 (2013), 759–774.CrossRefGoogle Scholar
Chemmanur, T. J.; Loutskina, E.; and Tian, X.. “Corporate Venture Capital, Value Creation, and Innovation.” Review of Financial Studies, 27 (2014), 2434–2473.CrossRefGoogle Scholar
Chemmanur, T. J., and Tian, X.. “Do Antitakeover Provisions Spur Corporate Innovation? A Regression Discontinuity Analysis.” Journal of Financial and Quantitative Analysis, 53 (2018), 1163–1194.CrossRefGoogle Scholar
Collins, W. H. The Domestic Slave Trade of the Southern States. New York: Broadway Publishing Company (1904).Google Scholar
Congress. United States Congressional Register, Vol. 3137–3140. Washington, DC: U.S. Government Printing Office (1832).Google Scholar
Congress. United States Congressional Serial Set. Vol. 302. Washington, DC: U.S. Government Printing Office (1837).Google Scholar
Conrad, A. H., and Meyer, J. R.. “The Economics of Slavery in the Ante Bellum South.” Journal of Political Economy, 66 (1958), 95–130.CrossRefGoogle Scholar
Cornaggia, J.; Mao, Y.; Tian, X.; and Wolfe, B.. “Does Banking Competition Affect Innovation?” Journal of Financial Economics, 115 (2015), 95–130.CrossRefGoogle Scholar
D’Acunto, F. “From Financial History to History & Finance.” Working Paper, Georgetown University (2018).CrossRefGoogle Scholar
D’Acunto, F.; Prokopczuk, M.; and Weber, M.. “Historical Antisemitism, Ethnic Specialization, and Financial Development.” Review of Economic Studies, 86 (2018), 1170–1206.CrossRefGoogle Scholar
David, P. A. Technical Choice, Innovation and Economic Growth: Essays on American and British Experience in the Nineteenth Century. Cambridge: Cambridge University Press (1975).Google Scholar
Economopoulous, A., and O’Neill, H.. “Bank Entry during the Antebellum Period.” Journal of Money, Credit and Banking, 27 (1995), 1071–1085.CrossRefGoogle Scholar
Fleisig, H. “Slavery, the Supply of Agricultural Labor, and the Industrialization of the South.” Journal of Economic History, 36 (1976), 572–597.CrossRefGoogle Scholar
Fogel, R. W., and Engerman, S. L.. Time on the Cross: The Economics of American Negro Slavery. Boston, MA: Little, Brown and Company (1974).Google Scholar
Fogel, R. W., and Engerman, S. L.. Slave Hires, 1775–1865. Ann Arbor, MI: Inter-University Consortium for Political and Social Research (1976a).Google Scholar
Fogel, R. W., and Engerman, S. L.. Slave Sales and Appraisals, 1775–1865. Ann Arbor, MI: Inter-University Consortium for Political and Social Research (1976b).Google Scholar
Goldin, C., and Katz, L. F.. “The Origins of Technology-Skill Complementarity.” Quarterly Journal of Economics, 113 (1998), 693–732.CrossRefGoogle Scholar
Goldin, C., and Sokoloff, K. L.. “Women, Children, and Industrialization in the Early Republic: Evidence from the Manufacturing Censuses.” Journal of Economic History, 42 (1982), 741–774.CrossRefGoogle Scholar
Goldin, C., and Sokoloff, K. L.. “The Relative Productivity Hypothesis of Industrialization: The American Case, 1820 to 1850.” Quarterly Journal of Economics, 99 (1984), 461–487.CrossRefGoogle Scholar
Griliches, Z. “Patent Statistics as Economic Indicators: A Survey.” Journal of Economic Literature, 28 (1990), 1661–1707.Google Scholar
Habakkuk, H. American and British Technology in the Nineteenth Century: The Search for Labour Saving Inventions. Cambridge: Cambridge University Press (1962).Google Scholar
Hall, B. H.; Jaffe, A. B.; and Trajtenberg, M.. “The NBER Patent Citations Data File: Lessons, Insights, and Methodological Tools” (2001).Google Scholar
Hall, B. H., and Lerner, J.. “The Financing of R&D and Innovation.” In Handbook of the Economics of Innovation, Vol. 1, Hall, B., and Rosenberg, N., eds. Amsterdam: North Holland (2010), 609–639.CrossRefGoogle Scholar
Hammond, B. Banks and Politics in America: From the Revolution to the Civil War. Princeton: Princeton University Press (1957).Google Scholar
Hays, J. N. Epidemics and Pandemics: Their Impacts on Human History. Santa Barbara, CA: ABC-CLIO (2005).Google Scholar
Heider, F., and Ljungqvist, A.. “As Certain as Debt and Taxes: Estimating the Tax Sensitivity of Leverage from State Tax Changes.” Journal of Financial Economics, 118 (2015), 684–712.CrossRefGoogle Scholar
Higgs, R. “American Inventiveness, 1870–1920.” Journal of Political Economy, 79 (1971), 661–667.CrossRefGoogle Scholar
Hilt, E. “Corporation Law and the Shift toward Open Access in the Antebellum United States.” In Organizations, Civil Society, and the Roots of Development. Chicago: University of Chicago Press (2017), 147–177.Google Scholar
Holmes, G. K. “Usury in Law, in Practice and in Psychology.” Political Science Quarterly, 7 (1892), 431–467.CrossRefGoogle Scholar
Hornbeck, R., and Naidu, S.. “When the Levee Breaks: Black Migration and Economic Development in the American South.” American Economic Review, 104 (2014), 963–990.CrossRefGoogle Scholar
Hsu, P.-H.; Tian, X.; and Xu, Y.. “Financial Development and Innovation: Cross-Country Evidence.” Journal of Financial Economics, 112 (2014), 116–135.CrossRefGoogle Scholar
Huang, R. R. “Evaluating the Real Effect of Bank Branching Deregulation: Comparing Contiguous Counties across US State Borders.” Journal of Financial Economics, 87 (2008), 678–705.CrossRefGoogle Scholar
International Labour Organization. “Global Estimates of Modern Slavery: Forced Labour and Forced Marriage” (2017).Google Scholar
Jaremski, M., and Rousseau, P.. “Banks, Free Banks, and U.S. Economic Growth.” Economic Inquiry, 51 (2013), 1603–1621.CrossRefGoogle Scholar
Jayaratne, J., and Strahan, P. E.. “The Finance-Growth Nexus: Evidence from Bank Branch Deregulation.” Quarterly Journal of Economics, 111 (1996), 639–670.CrossRefGoogle Scholar
Kerr, W. R., and Nanda, R.. “Democratizing Entry: Banking Deregulations, Financing Constraints, and Entrepreneurship.” Journal of Financial Economics, 94 (2009), 124–149.CrossRefGoogle Scholar
Kerr, W. R., and Nanda, R.. “Financing Innovation.” Annual Review of Financial Economics, 7 (2015), 445–462.CrossRefGoogle Scholar
King, R. G., and Levine, R.. “Finance and Growth: Schumpeter Might be Right.” Quarterly Journal of Economics, 108 (1993a), 717–737.CrossRefGoogle Scholar
King, R. G., and Levine, R.. “Finance, Entrepreneurship and Growth.” Journal of Monetary Economics, 32 (1993b), 513–542.CrossRefGoogle Scholar
Lamoreaux, N. R. Insider Lending: Banks, Personal Connections, and Economic Development in Industrial New England. Cambridge: Cambridge University Press (1996).Google Scholar
Lamoreaux, N. R., and Sokoloff, K. L.. “Long-Term Change in the Organization of Inventive Activity.” Proceedings of the National Academy of Sciences of the United States of America, 93 (1996), 12686–12692.CrossRefGoogle ScholarPubMed
Lamoreaux, N. R., and Sokoloff, K. L.. “The Geography of Invention in the American Glass Industry, 1870–1925.” Journal of Economic History, 60 (2000), 700–729.CrossRefGoogle Scholar
Laxton, E. The Famine Ships: The Irish Exodus to America, 1846–51. London: Bloomsbury (1997).Google Scholar
Lebergott, S. “Wage Trends, 1800–1900.” In Trends in the American Economy in the Nineteenth Century. Princeton: Princeton University Press (1960), 449–500.Google Scholar
Levine, R. “Financial Development and Economic Growth: Views and Agenda.” Journal of Economic Literature, 35 (1997), 688–726.Google Scholar
Luong, H.; Moshirian, F.; Nguyen, L.; Tian, X.; and Zhang, B.. “How Do Foreign Institutional Investors Enhance Firm Innovation?” Journal of Financial and Quantitative Analysis, 52 (2017), 1449–1490.CrossRefGoogle Scholar
Margo, R. A., and Villaflor, G. C.. “The Growth of Wages in Antebellum America: New Evidence.” Journal of Economic History, 47 (1987), 873–895.CrossRefGoogle Scholar
Martin, B. “Slavery’s Invisible Engine: Mortgaging Human Property.” Journal of Southern History, 76 (2010), 817–866.Google Scholar
McKinnon, R. Money and Capital in Economic Development. Washington, DC: Brookings Institution (1973).Google Scholar
Murphy, S. A. “Banking on Slavery in the Antebellum South.” Yale University Economic History Workshop Working Paper (2017a).Google Scholar
Murphy, S. A. Free Banking in Louisiana. Tobin Project Conference on Democracy Working Paper (2017b).Google Scholar
Murphy, S. A. Other People’s Money: How Banking Worked in the Early American Republic. How Things Worked. Baltimore, MD: Johns Hopkins University Press (2017c).CrossRefGoogle Scholar
Nanda, R., and Nicholas, T.. “Did Bank Distress Stifle Innovation During the Great Depression?” Journal of Financial Economics, 114 (2014), 273–292.CrossRefGoogle Scholar
Nanda, R., and Rhodes-Kropf, M.. “Financing Risk and Innovation.” Management Science, 63 (2017), 901–918.10.1287/mnsc.2015.2350CrossRefGoogle Scholar
Nunn, N. “The Long Term Effects of Africa’s Slave Trades.” Quarterly Journal of Economics, 123 (2008), 139–176.CrossRefGoogle Scholar
OCC. Annual Report of the Comptroller of the Currency. Washington, DC: Washington Government Printing Office (1876).Google Scholar
Officer, L. H., and Williamson, S. H.. “The Annual Consumer Price Index for the United States, 1774–Present.” Measuring Worth (2018).Google Scholar
Pierce, L., and Snyder, J. A.. “The Historical Slave Trade and Firm Access to Finance in Africa.” Review of Financial Studies, 31 (2017), 142–174.CrossRefGoogle Scholar
Ransom, R. L., and Sutch, R.. One Kind of Freedom: The Economic Consequences of Emancipation. Cambridge: Cambridge University Press (2001).CrossRefGoogle Scholar
Rasmussen, W. D. “The Mechanization of Agriculture.” Scientific American, 247 (1982), 76–89.CrossRefGoogle Scholar
Rockoff, H. “The Free Banking Era: A Reexamination.” Journal of Money, Credit and Banking, 6 (1974), 141–167.CrossRefGoogle Scholar
Rolnick, A. J., and Weber, W. E.. “New Evidence on the Free Banking Era.” American Economic Review, 73 (1983), 1080–1091.Google Scholar
Rosenberg, N. “The Direction of Technological Change: Inducement Mechanisms and Focusing Devices.” Economic Development and Cultural Change, 18 (1969), 1–24.CrossRefGoogle Scholar
Rosenberg, C. E. The Cholera Years: The United States in 1832, 1849, and 1866. Chicago: University of Chicago Press (2009).Google Scholar
Rosenbloom, J. L. “Antebellum Labor Markets.” In Oxford Research Encyclopedia of American History. Oxford: Oxford University Press (2018).Google Scholar
Schumpeter, J. A. The Theory of Economic Development: An Inquiry into Profits, Capital, Credit, Interest, and the Business Cycle. Cambridge, MA: Harvard University Press (1934).Google Scholar
Sokoloff, K. L. “Invention, Innovation, and Manufacturing Productivity Growth in the Antebellum Northeast.” In American Economic Growth and Standards of Living before the Civil War. Chicago: University of Chicago Press (1992), 345–384.Google Scholar
Temin, P. “Labor Scarcity in America.” Journal of Interdisciplinary History, 1 (1971), 251–264.CrossRefGoogle Scholar
Weber, W. E. “Early State Banks in the United States: How Many Were There and When Did They Exist?” Journal of Economic History, 66 (2006), 433–455.CrossRefGoogle Scholar
Weber, W. E. “Balance Sheets for U.S. Antebellum State Banks.” Minneapolis Fed Working Paper (2008).Google Scholar
Willcox, W. F. International Migrations, Volume I: Statistics. New York: National Bureau of Economic Research (1929).Google Scholar
Wittke, C. F. We Who Built America: the Saga of the Immigrant. Cleveland, OH: Press of Western Reserve University (1939).Google Scholar
Wright, G. “Slavery and American Economic Development.” Walter Lynwood Fleming Lectures in Southern History. Louisiana State University Press (2006).Google Scholar
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