Babina, Tania and Ma, Wenting and Moser, Christian and Ouimet, Paige and Zarutskie, Rebecca (2019): Pay, Employment, and Dynamics of Young Firms.
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Abstract
Why do young firms pay less? Using confidential microdata from the US Census Bureau, we find lower earnings among workers at young firms. However, we argue that such measurement is likely subject to worker and firm selection. Exploiting the two-sided panel nature of the data to control for relevant dimensions of worker and firm heterogeneity, we uncover a positive and significant young-firm pay premium. Furthermore, we show that worker selection at firm birth is related to future firm dynamics, including survival and growth. We tie our empirical findings to a simple model of pay, employment, and dynamics of young firms.
Item Type: | MPRA Paper |
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Original Title: | Pay, Employment, and Dynamics of Young Firms |
Language: | English |
Keywords: | Young-Firm Pay Premium, Selection, Worker and Firm Heterogeneity, Firm Dynamics, Startups |
Subjects: | D - Microeconomics > D2 - Production and Organizations D - Microeconomics > D2 - Production and Organizations > D22 - Firm Behavior: Empirical Analysis E - Macroeconomics and Monetary Economics > E2 - Consumption, Saving, Production, Investment, Labor Markets, and Informal Economy E - Macroeconomics and Monetary Economics > E2 - Consumption, Saving, Production, Investment, Labor Markets, and Informal Economy > E24 - Employment ; Unemployment ; Wages ; Intergenerational Income Distribution ; Aggregate Human Capital ; Aggregate Labor Productivity J - Labor and Demographic Economics > J3 - Wages, Compensation, and Labor Costs J - Labor and Demographic Economics > J3 - Wages, Compensation, and Labor Costs > J30 - General J - Labor and Demographic Economics > J3 - Wages, Compensation, and Labor Costs > J31 - Wage Level and Structure ; Wage Differentials M - Business Administration and Business Economics ; Marketing ; Accounting ; Personnel Economics > M1 - Business Administration M - Business Administration and Business Economics ; Marketing ; Accounting ; Personnel Economics > M1 - Business Administration > M13 - New Firms ; Startups |
Item ID: | 95382 |
Depositing User: | Christian Moser |
Date Deposited: | 01 Aug 2019 13:20 |
Last Modified: | 29 Sep 2019 14:56 |
References: | Abowd, John M. and Orley C. Ashenfelter, “Anticipated Unemployment, Temporary Layoffs, and Compensating Wage Differentials,” in Sherwin Rosen, ed., Studies in Labor Markets, Chicago, IL: University of Chicago Press, 1981, chapter 4, pp. 141–170. Abowd, John M, Bryce E Stephens, Lars Vilhuber, Fredrik Andersson, Kevin L McKinney, Marc Roemer, and Simon Woodcock, “The LEHD infrastructure files and the creation of the Quarterly Workforce Indicators,” 2009, pp. 149–230. Abowd, John M., Francis Kramarz, and David N. Margolis, “High Wage Workers and High Wage Firms,” Econometrica, 1999, 67 (2), 251–333. Abowd, John M., Hampton Finer, and Francis Kramarz, “Individual and Firm Heterogeneity in Compensation: An Analysis of Matched Longitudinal Employer-Employee Data for the State of Washington,” in John C. Haltiwanger, Julia I. Lane, James R. Spletzer, Jules J. M. Theeuwes, and Kenneth R. Troske, eds., The Creation and Analysis of Employer-Employee Matched Data, Amsterdam: North Holland, 1999, pp. 3–24. Abowd, John M., Robert H. Creecy, and Francis Kramarz, “Computing Person and Firm Effects Using Linked Longitudinal Employer-Employee Data,” Unpublished Manuscript, 2002. Acemoglu, Daron, Ufuk Akcigit, Harun Alp, Nicholas Bloom, and William Kerr, “Innovation, Reallocation, and Growth,” American Economic Review, November 2018, 108 (11), 3450–3491. Adrjan, Pawel, “Risky Business? Earnings Prospects of Employees at Young Firms,” Economics Series Working Papers Department of Economics, University of Oxford, 2018. Agarwal, Rajshree and Michael Gort, “The Evolution of Markets and Entry, Exit and Survival of Firms,” Review of Economics and Statistics, 1996, pp. 489–498. Agarwal, Rajshree and Michael Gort, “Firm and Product Life Cycles and Firm Survival,” American Economic Review, 2002, 92 (2), 184–190. Altonji, Joseph G., Todd E. Elder, and Christopher R. Taber, “Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools,” Journal of Political Economy, 2005, 113 (1), 151–184. Alvarez, Jorge, Felipe Benguria, Niklas Engbom, and Christian Moser, “Firms and the Decline of Earnings Inequality in Brazil,” American Economic Journal: Macroeconomics, 2018, 10 (1), 149– 189. Andrews, Martyn J., Leonard Gill, Thorsten Schank, and Richard Upward, “High Wage Workers and Low Wage Firms: Negative Assortative Matching or Limited Mobility Bias?,” Journal of the Royal Statistical Society: Series A (Statistics in Society), 2008, 171 (3), 673–697. Azariadis, Costas, “Human Capital and Self-Enforcing Contracts,” Scandinavian Journal of Economics, 1988, pp. 507–528. Azoulay, Pierre, Benjamin F. Jones, J. Daniel Kim, and Javier Miranda, “Age and High-Growth Entrepreneurship,” 2018. Bartelsman, Eric, Stefano Scarpetta, and Fabiano Schivardi, “Comparative Analysis of Firm Demographics and Survival: Evidence from Micro-Level Sources in OECD Countries,” Industrial and Corporate Change, 2005, 14 (3), 365–391. Becker, Sascha O. and Hans K. Hvide, “Do Entrepreneurs Matter?,” Unpublished Manuscript, 2017. Bertrand, Marianne and Antoinette Schoar, “Managing with Style: The Effect of Managers on Firm Policies,” Quarterly Journal of Economics, 2003, 118 (4), 1169–1208. Blanchflower, David and Andrew Oswald, “Entrepreneurship, Happiness and Supernormal Re- turns: Evidence from Britain and the US,” Technical Report, National Bureau of Economic Re- search 1992. Bloom, Nicholas, Fatih Guvenen, Benjamin S. Smith, Jae Song, and Till von Wachter, “The Disappearing Large-Firm Wage Premium,” in “AEA Papers and Proceedings,” Vol. 108 2018, pp. 317–22. Bonhomme, Stéphane, Thibaut Lamadon, and Elena Manresa, “A Distributional Framework for Matched Employer Employee Data,” Econometrica, 2019, 87 (3), 699–739. Brixy, Udo, Susanne Kohaut, and Claus Schnabel, “Do Newly Founded Firms Pay Lower Wages? First Evidence from Germany,” Small Business Economics, 2007, 29 (1-2), 161–171. Brown, Charles and James L. Medoff, “The Employer Size-Wage Effect,” Journal of Political Economy, 1989, 97 (5), 1027–1059. Brown, Charles and James L. Medoff, “Firm Age and Wages,” Journal of Labor Economics, 2003, 21 (3), 677–697. Burdett, Kenneth and Dale T. Mortensen, “Wage Differentials, Employer Size, and Unemployment,” International Economic Review, 1998, pp. 257–273. Bureau of Labor Statistics, “Average (Mean) Duration of Unemployment [UEMPMEAN],” retrieved from FRED, Federal Reserve Bank of St. Louis; https://fred.stlouisfed.org/series/ UEMPMEAN (accessed July 11, 2019). Burke, Mary A. and Tim R. Sass, “Classroom Peer Effects and Student Achievement,” Journal of Labor Economics, 2013, 31 (1), 51–82. Burton, M. Diane, Michael S. Dahl, and Olav Sorenson, “Do Start-ups Pay Less?,” ILR Review, 2018, 71 (5), 1179–1200. Cahuc, Pierre, Fabien Postel-Vinay, and Jean-Marc Robin, “Wage Bargaining with On-the-Job Search: Theory and Evidence,” Econometrica, 2006, 74 (2), 323–364. Card, David, Ana Rute Cardoso, and Patrick Kline, “Bargaining, Sorting, and the Gender Wage Gap: Quantifying the Impact of Firms on the Relative Pay of Women,” Quarterly Journal of Economics, 2016, 131 (2), 633–686. Card, David, Ana Rute Cardoso, Jörg Heining, and Patrick Kline, “Firms and Labor Market Inequality: Evidence and Some Theory,” Journal of Labor Economics, 2018, 36 (S1), S13–S70. Card, David, Jörg Heining, and Patrick Kline, “Workplace Heterogeneity and the Rise of West German Wage Inequality,” Quarterly Journal of Economics, 2013, 128 (3), 967–1015. Catherine, Sylvain, “Keeping Options Open: What Motivates Entrepreneurs?,” Unpublished Manuscript, 2019. Choi, Joonkyu, Nathan Goldschlag, John C. Haltiwanger, and J. Daniel Kim, “The Post Entry Growth and Survival of Business Startups: The Role of Founding Teams,” Unpublished Manuscript, 2019. Davis, Steven J. and John C. Haltiwanger, “Wage Dispersion Between and Within U.S. Manufacturing Plants, 1963-86,” Brookings Papers on Economic Activity. Microeconomics, 1991, 1991, 115–200. Davis, Steven J., John C. Haltiwanger, Ron S. Jarmin, Cornell J. Krizan, Javier Miranda, Alfred Nucci, and Kristin Sandusky, “Measuring the Dynamics of Young and Small Businesses: Integrating the Employer and Nonemployer Universes,” Technical Report, National Bureau of Economic Research 2007. Decker, Ryan A., John C. Haltiwanger, Ron Jarmin, and Javier Miranda, “The Role of Entrepreneurship in US Job Creation and Economic Dynamism,” Journal of Economic Perspectives, September 2014, 28 (3), 3–24. Decker, Ryan A., John C. Haltiwanger, Ron S. Jarmin, and Javier Miranda, “Changing Business Dynamism and Productivity: Shocks vs. Responsiveness,” Technical Report, National Bureau of Economic Research 2018. Dey, Matthew S. and Christopher Flinn, “An Equilibrium Model of Health Insurance Provision and Wage Determination,” Econometrica, 2005, 73 (2), 571–627. Diamond, Charles A. and Curtis J. Simon, “Industrial Specialization and the Returns to Labor,” Journal of Labor Economics, 1990, 8 (2), 175–201. Dinlersoz, Emin M., Henry R. Hyatt, and Hubert P. Janicki, “Who Works for Whom? Worker Sorting in a Model of Entrepreneurship with Heterogeneous Labor Markets,” Review of Economic Dynamics, 2019, 34, 244–266. Doms, Mark, Timothy Dunne, and Kenneth R. Troske, “Workers, Wages, and Technology,” Quarterly Journal of Economics, 1997, 112 (1), 253–290. Dunne, Timothy and Mark J. Roberts, “Wages and the Risk of Plant Closing,” Technical Report 1990. Engbom, Niklas, “Firm and Worker Dynamics in an Aging Labor Market,” Federal Reserve Bank of Minneapolis Working Paper 756, 2019. Engbom, Niklas and Christian Moser, “Earnings Inequality and the Minimum Wage: Evidence from Brazil,” Federal Reserve Bank of Minneapolis-Opportunity and Inclusive Growth Institute Working Paper, 2018, 7, 18–50. Evans, David S., “The Relationship Between Firm Growth, Size, and Age: Estimates for 100 Manufacturing Industries,” Journal of Industrial Economics, 1987, pp. 567–581. Evans, David S. and Boyan Jovanovic, “An Estimated Model of Entrepreneurial Choice Under Liquidity Constraints,” Journal of Political Economy, 1989, 97 (4), 808–827. Evans, David S. and Linda S. Leighton, “Why do Smaller Firms Pay Less?,” Journal of Human Resources, 1989, pp. 299–318. Foster, Lucia, John C. Haltiwanger, and Chad Syverson, “Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?,” American Economic Review, 2008, 98 (1), 394–425. Foster, Lucia, John C. Haltiwanger, and Cornell J. Krizan, “Aggregate Productivity Growth: Lessons from Microeconomic Evidence,” in “New Developments in Productivity Analysis,” University of Chicago Press, 2001, pp. 303–372. Foster, Lucia, John C. Haltiwanger, and Cornell J. Krizan, “Market Selection, Reallocation, and Restructuring in the US Retail Trade Sector in the 1990s,” Review of Economics and Statistics, 2006, 88 (4), 748–758. Freeman, Richard B., “The Effect of Unionism on Fringe Benefits,” Industrial and Labor Relations Review, 1981, 34 (4), 489–509. Gao, Janet, Xiumin Martin, and Joseph Pacelli, “Do Loan Officers Impact Lending Decisions? Evidence from the Corporate Loan Market,” Evidence from the Corporate Loan Market (March 21, 2017). Kelley School of Business Research Paper, 2017, (16-80). Gavazza, Alessandro, Simon Mongey, and Giovanni L. Violante, “Aggregate Recruiting Intensity,” American Economic Review, August 2018, 108 (8), 2088–2127. Gibbons, Robert, “Incentives Between Firms (and Within),” Management Science, 2005, 51 (1), 2– 17. Goetz, Christopher, Henry Hyatt, Erika McEntarfer, and Kristin Sandusky, “The Promise and Potential of Linked Employer-Employee Data for Entrepreneurship Research,” Technical Re- port, National Bureau of Economic Research 2015. Gouin-Bonenfant, Émilien, “Productivity Dispersion, Between-Firm Competition, and the Labor Share,” Unpublished Manuscript, 2019. Guiso, Luigi, Luigi Pistaferri, and Fabiano Schivardi, “The Firm as a Credit Market,” Review of Economic Studies, 2013, 80 (1), 211. Haltiwanger, John C., Ron S. Jarmin, and Javier Miranda, “Who Creates Jobs? Small Versus Large Versus Young,” Review of Economics and Statistics, 2013, 95 (2), 347–361. Hamilton, Barton H., “Does Entrepreneurship Pay? An Empirical Analysis of the Returns to Self- Employment,” Journal of Political Economy, 2000, 108 (3), 604–631. Herkenhoff, Kyle F., “The Impact of Consumer Credit Access on Unemployment,” Review of Economic Studies, forthcoming. Herkenhoff, Kyle F., Gordon M. Phillips, and Ethan Cohen-Cole, “The Impact of Consumer Credit Access on Self- Employment and Entrepreneurship,” Unpublished Manuscript, 2018. Heyman, Fredrik, “Firm Size or Firm Age? The Effect on Wages Using Matched Employer- Employee Data,” Labour, 2007, 21 (2), 237–263. Hopenhayn, Hugo A., “Entry, Exit, and Firm Dynamics in Long Run Equilibrium,” Econometrica, 1992, pp. 1127–1150. Hurst, Erik G. and Benjamin W. Pugsley, “What Do Small Businesses Do?,” Brookings Papers on Economic Activity, 2011, 42 (2, Fall), 73–142. Hurst, Erik G. and Benjamin W. Pugsley, “Wealth, Tastes, and Entrepreneurial Choice,” in John C. Haltiwanger, Erik Hurst, Javier Miranda, and Antoinette Schoar, eds., Measuring Entrepreneurial Businesses: Current Knowledge and Challenges, Chicago, IL: University of Chicago Press, 2017, chapter 3, pp. 111–151. Hurst, Erik G., Geng Li, and Benjamin W. Pugsley, “Are Household Surveys Like Tax Forms? Evidence from Income Underreporting of the Self-Employed,” Review of Economics and Statistics, 2014, 96 (1), 19–33. Hvide, Hans K. and Paul Oyer, “Dinner Table Human Capital and Entrepreneurship,” NBER Working Paper No. 24198, 2018. Idson, Todd L. and Walter Y. Oi, “Workers are More Productive in Large Firms,” American Economic Review, 1999, 89 (2), 104–108. Jacobson, Louis S., Robert J. LaLonde, and Daniel G. Sullivan, “Earnings Losses of Displaced Workers,” American Economic Review, 1993, pp. 685–709. Jarmin, Ron S. and Javier Miranda, “The Longitudinal Business Database,” Center for Economic Studies Discussion Paper CES-WP-02-17, 2002. Jarosch, Gregor, “Searching for Job Security and the Consequences of Job Loss,” Unpublished Manuscript, 2015. Jovanovic, Boyan, “Selection and the Evolution of Industry,” Econometrica, 1982, pp. 649–670. Kaas, Leo and Philipp Kircher, “Efficient Firm Dynamics in a Frictional Labor Market,” American Economic Review, October 2015, 105 (10), 3030–60. Kaplan, Steven N., Berk A. Sensoy, and Per Strömberg, “Should Investors Bet on the Jockey or the Horse? Evidence from the Evolution of Firms from Early Business Plans to Public Companies,” Journal of Finance, 2009, 64 (1), 75–115. Kraus, Alan and Robert H. Litzenberger, “Skewness Preference and the Valuation of Risk Assets,” Journal of Finance, 1976, 31 (4), 1085–1100. Lamadon, Thibaut, Magne Mogstad, and Bradley Setzler, “Imperfect Competition, Compensating Differentials and Rent Sharing in the U.S. Labor Market,” Unpublished Manuscript, 2019. Levine, Ross and Yona Rubinstein, “Smart and Illicit: Who Becomes an Entrepreneur and Do They Earn More?,” Quarterly Journal of Economics, 2017, 132 (2), 963–1018. Mayo, John W. and Matthew N. Murray, “Firm Size, Employment Risk and Wages: Further In- sights on a Persistent Puzzle,” Applied Economics, 1991, 23 (8), 1351–1360. Michelacci, Claudio and Vincenzo Quadrini, “Financial Markets and Wages,” Review of Economic Studies, 2009, 76 (2), 795–827. Moretti, Enrico, “Do Wages Compensate for Risk of Unemployment? Parametric and Semiparametric Evidence from Seasonal Jobs,” Journal of Risk and Uncertainty, Jan 2000, 20 (1), 45–66. Moser, Christian, Farzad Saidi, and Benjamin Wirth, “The Effects of Credit Supply on Wage Inequality Between and Within Firms,” Unpublished Manuscript, 2019. Moskowitz, Tobias J. and Annette Vissing-Jørgensen, “The Returns to Entrepreneurial Invest- ment: A Private Equity Premium Puzzle?,” American Economic Review, 2002, 92 (4), 745–778. Nyström, Kristina and Gulzat Z. Elvung, “New Firms and Labor Market Entrants: Is There a Wage Penalty for Employment in New Firms?,” Small Business Economics, 2014, 43 (2), 399–410. Oster, Emily, “Unobservable Selection and Coefficient Stability: Theory and Evidence,” Journal of Business & Economic Statistics, 2019, 37 (2), 187–204. Ouimet, Paige and Rebecca Zarutskie, “Who Works for Startups? The Relation Between Firm Age, Employee Age, and Growth,” Journal of Financial Economics, 2014, 112 (3), 386–407. Parker, Simon C., “Why do Small Firms Produce the Entrepreneurs?,” Journal of Socio-Economics, 2009, 38 (3), 484–494. Postel-Vinay, Fabien and Jean-Marc Robin, “The Distribution of Earnings in an Equilibrium Search Model with State-Dependent Offers and Counteroffers,” International Economic Review, 2002, 43 (4), 989–1016. Pugsley, Benjamin W., Petr Sedlacek, and Vincent Sterk, “The Nature of Firm Growth,” 2018. Roach, Michael and Henry Sauermann, “Founder or Joiner? The Role of Preferences and Context in Shaping Different Entrepreneurial Interests,” Management Science, 2015, 61 (9), 2160–2184. Roy, Andrew D., “Some Thoughts on the Distribution of Earnings,” Oxford Economic Papers, 1951, 3 (2), 135–146. Schmieder, Johannes, “What Causes Wage Dispersion? Evidence from New Firms,” Unpublished Manuscript, 2013. Song, Jae, David J. Price, Fatih Guvenen, Nicholas Bloom, and Till von Wachter, “Firming Up Inequality,” Quarterly Journal of Economics, 2019, 134 (1), 1–50. Sorkin, Isaac, “Ranking Firms Using Revealed Preference,” Quarterly Journal of Economics, 2018. Topel, Robert H. and Michael P. Ward, “Job Mobility and the Careers of Young Men,” Quarterly Journal of Economics, 1992, 107 (2), 439–479. Troske, Kenneth R., “The Worker-Establishment Characteristics Database,” in “Labor Statistics Measurement Issues,” University of Chicago Press, 1998, pp. 371–404. Woodcock, Simon D., “Sampling Connected Histories from Longitudinal Linked Data,” Technical Report, Citeseer 2005. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/95382 |