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The Dynamics of Firm Lobbying

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  • William R. Kerr
  • William F. Lincoln
  • Prachi Mishra

Abstract

We study the determinants of the dynamics of firm lobbying behavior using a panel data set covering 1998-2006. Our data exhibit three striking facts: (i) few firms lobby, (ii) lobbying status is strongly associated with firm size, and (iii) lobbying status is highly persistent over time. Estimating a model of a firm's decision to engage in lobbying, we find significant evidence that up-front costs associated with entering the political process help explain all three facts. We then exploit a natural experiment in the expiration in legislation surrounding the H-1B visa cap for high-skilled immigrant workers to study how these costs affect firms' responses to policy changes. We find that companies primarily adjusted on the intensive margin: the firms that began to lobby for immigration were those who were sensitive to H-1B policy changes and who were already advocating for other issues, rather than firms that became involved in lobbying anew. For a firm already lobbying, the response is determined by the importance of the issue to the firm's business rather than the scale of the firm's prior lobbying efforts. These results support the existence of significant barriers to entry in the lobbying process.

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  • William R. Kerr & William F. Lincoln & Prachi Mishra, 2011. "The Dynamics of Firm Lobbying," NBER Working Papers 17577, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:17577
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    1. William F. Lincoln & Andrew H. McCallum, 2011. "Entry Costs and Increasing Trade," Working Papers 11-38, Center for Economic Studies, U.S. Census Bureau.
    2. Keane, Michael P, 1994. "A Computationally Practical Simulation Estimator for Panel Data," Econometrica, Econometric Society, vol. 62(1), pages 95-116, January.
    3. Sari Pekkala Kerr & William R. Kerr & William F. Lincoln, 2015. "Skilled Immigration and the Employment Structures of US Firms," Journal of Labor Economics, University of Chicago Press, vol. 33(S1), pages 147-186.
    4. George J. Borjas & Kirk B. Doran, 2021. "The Collapse Of The Soviet Union And The Productivity Of American Mathematicians," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 11, pages 313-373, World Scientific Publishing Co. Pte. Ltd..
    5. Gordon H. Hanson, 2009. "The Economic Consequences of the International Migration of Labor," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 179-208, May.
    6. Jennifer Hunt & Marjolaine Gauthier-Loiselle, 2010. "How Much Does Immigration Boost Innovation?," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 31-56, April.
    7. Lincoln, William F. & McCallum, Andrew H., 2011. "Entry Costs and Increasing Trade," Working Papers 619, Research Seminar in International Economics, University of Michigan.
    8. Stephen Ansolabehere & John M. de Figueiredo & James M. Snyder Jr, 2003. "Why is There so Little Money in U.S. Politics?," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 105-130, Winter.
    9. Christina D. Romer & David H. Romer, 2010. "The Macroeconomic Effects of Tax Changes: Estimates Based on a New Measure of Fiscal Shocks," American Economic Review, American Economic Association, vol. 100(3), pages 763-801, June.
    10. Braillard, S. Lael & Verdier, Thierry, 1994. "Lobbying and adjustment in declining industries," European Economic Review, Elsevier, vol. 38(3-4), pages 586-595, April.
    11. William R. Kerr & William F. Lincoln & Prachi Mishra, 2014. "The Dynamics of Firm Lobbying," American Economic Journal: Economic Policy, American Economic Association, vol. 6(4), pages 343-379, November.
    12. Bombardini, Matilde & Trebbi, Francesco, 2012. "Competition and political organization: Together or alone in lobbying for trade policy?," Journal of International Economics, Elsevier, vol. 87(1), pages 18-26.
    13. Facchini, Giovanni & Mayda, Anna Maria & Mishra, Prachi, 2011. "Do interest groups affect US immigration policy?," Journal of International Economics, Elsevier, vol. 85(1), pages 114-128, September.
    14. Philippe Aghion & Alberto Alesina & Francesco Trebbi, 2004. "Endogenous Political Institutions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(2), pages 565-611.
    15. Grossman, Gene M & Helpman, Elhanan, 1994. "Protection for Sale," American Economic Review, American Economic Association, vol. 84(4), pages 833-850, September.
    16. C. Fritz Foley & William R. Kerr, 2013. "Ethnic Innovation and U.S. Multinational Firm Activity," Management Science, INFORMS, vol. 59(7), pages 1529-1544, July.
    17. Sunil Mithas & Henry C. Lucas, Jr., 2010. "Are Foreign IT Workers Cheaper? U.S. Visa Policies and Compensation of Information Technology Professionals," Management Science, INFORMS, vol. 56(5), pages 745-765, May.
    18. Tripathi Micky & Ansolabehere Stephen & Jr James M. Snyder, 2002. "Are PAC Contributions and Lobbying Linked? New Evidence from the 1995 Lobby Disclosure Act," Business and Politics, De Gruyter, vol. 4(2), pages 1-26, August.
    19. William R. Kerr, 2007. "The Ethnic Composition of US Inventors," Harvard Business School Working Papers 08-006, Harvard Business School.
    20. Michael J. Cooper & Huseyin Gulen & Alexei V. Ovtchinnikov, 2010. "Corporate Political Contributions and Stock Returns," Journal of Finance, American Finance Association, vol. 65(2), pages 687-724, April.
    21. Dixit, Avinash K, 1989. "Entry and Exit Decisions under Uncertainty," Journal of Political Economy, University of Chicago Press, vol. 97(3), pages 620-638, June.
    22. George J. Borjas, 2021. "Native Internal Migration and the Labor Market Impact of Immigration," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 10, pages 275-312, World Scientific Publishing Co. Pte. Ltd..
    23. Sanghamitra Das & Mark J. Roberts & James R. Tybout, 2007. "Market Entry Costs, Producer Heterogeneity, and Export Dynamics," Econometrica, Econometric Society, vol. 75(3), pages 837-873, May.
    24. Chen, Hui & Parsley, David & Yang, Ya-wen, 2010. "Corporate Lobbying and Financial Performance," MPRA Paper 21114, University Library of Munich, Germany.
    25. Xavier Gabaix, 2011. "The Granular Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 79(3), pages 733-772, May.
    26. William R. Kerr & William F. Lincoln, 2010. "The Supply Side of Innovation: H-1B Visa Reforms and U.S. Ethnic Invention," Journal of Labor Economics, University of Chicago Press, vol. 28(3), pages 473-508, July.
    27. Ben S. Bernanke, 1983. "Irreversibility, Uncertainty, and Cyclical Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 98(1), pages 85-106.
    28. Hansen, Wendy L. & Mitchell, Neil J., 2000. "Disaggregating and Explaining Corporate Political Activity: Domestic and Foreign Corporations in National Politics," American Political Science Review, Cambridge University Press, vol. 94(4), pages 891-903, December.
    29. Giovanni Peri, 2016. "The Effect Of Immigration On Productivity: Evidence From U.S. States," World Scientific Book Chapters, in: The Economics of International Migration, chapter 8, pages 265-275, World Scientific Publishing Co. Pte. Ltd..
    30. Hajivassiliou, Vassilis & McFadden, Daniel & Ruud, Paul, 1996. "Simulation of multivariate normal rectangle probabilities and their derivatives theoretical and computational results," Journal of Econometrics, Elsevier, vol. 72(1-2), pages 85-134.
    31. Jordi Blanes i Vidal & Mirko Draca & Christian Fons-Rosen, 2012. "Revolving Door Lobbyists," American Economic Review, American Economic Association, vol. 102(7), pages 3731-3748, December.
    32. Butler, J S & Moffitt, Robert, 1982. "A Computationally Efficient Quadrature Procedure for the One-Factor Multinomial Probit Model," Econometrica, Econometric Society, vol. 50(3), pages 761-764, May.
    33. Deniz Igan & Prachi Mishra & Thierry Tressel, 2012. "A Fistful of Dollars: Lobbying and the Financial Crisis," NBER Macroeconomics Annual, University of Chicago Press, vol. 26(1), pages 195-230.
    34. Giovanni Maggi & Pinelopi Koujianou Goldberg, 1999. "Protection for Sale: An Empirical Investigation," American Economic Review, American Economic Association, vol. 89(5), pages 1135-1155, December.
    35. Magee, Christopher, 2002. "Endogenous trade policy and lobby formation: an application to the free-rider problem," Journal of International Economics, Elsevier, vol. 57(2), pages 449-471, August.
    36. Mark Stewart, 2006. "Maximum simulated likelihood estimation of random-effects dynamic probit models with autocorrelated errors," Stata Journal, StataCorp LP, vol. 6(2), pages 256-272, June.
    37. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    38. Marilyn Young & Michael Reksulak & William F. Shughart, 2001. "The Political Economy of the IRS," Economics and Politics, Wiley Blackwell, vol. 13(2), pages 201-220, July.
    39. Stephen R. Bond & Jason G. Cummins, 2000. "The Stock Market and Investment in the New Economy: Some Tangible Facts and Intangible Fictions," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 31(1), pages 61-124.
    40. George J. Borjas, 2009. "Immigration in High-Skill Labor Markets: The Impact of Foreign Students on the Earnings of Doctorates," NBER Chapters, in: Science and Engineering Careers in the United States: An Analysis of Markets and Employment, pages 131-161, National Bureau of Economic Research, Inc.
    41. Snyder, James M, Jr, 1992. "Long-Term Investing in Politicians; or, Give Early, Give Often," Journal of Law and Economics, University of Chicago Press, vol. 35(1), pages 15-43, April.
    42. Jaewoo Ryoo & Sherwin Rosen, 2004. "The Engineering Labor Market," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 110-140, February.
    43. William R. Kerr, 2008. "Ethnic Scientific Communities and International Technology Diffusion," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 518-537, August.
    44. Gary Chamberlain, 1980. "Analysis of Covariance with Qualitative Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 225-238.
    45. Bhagwati, Jagdish & Hanson, Gordon H (ed.), 2009. "Skilled Immigration Today: Prospects, Problems, and Policies," OUP Catalogue, Oxford University Press, number 9780195382433.
    46. Richard Baldwin & Paul Krugman, 1989. "Persistent Trade Effects of Large Exchange Rate Shocks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 104(4), pages 635-654.
    47. Stephen Morris & Stephen Coate, 1999. "Policy Persistence," American Economic Review, American Economic Association, vol. 89(5), pages 1327-1336, December.
    48. Rodrik, Dani, 1991. "Policy uncertainty and private investment in developing countries," Journal of Development Economics, Elsevier, vol. 36(2), pages 229-242, October.
    49. Takao Kato & Chad Sparber, 2013. "Quotas and Quality: The Effect of H-1B Visa Restrictions on the Pool of Prospective Undergraduate Students from Abroad," The Review of Economics and Statistics, MIT Press, vol. 95(1), pages 109-126, March.
    50. Devashish Mitra, 2016. "Endogenous Lobby Formation and Endogenous Protection: A Long-Run Model of Trade Policy Determination," World Scientific Book Chapters, in: The Political Economy of Trade Policy Theory, Evidence and Applications, chapter 1, pages 3-21, World Scientific Publishing Co. Pte. Ltd..
    51. Salamon, Lester M. & Siegfried, John J., 1977. "Economic Power and Political Influence: The Impact of Industry Structure on Public Policy," American Political Science Review, Cambridge University Press, vol. 71(3), pages 1026-1043, September.
    52. Mara Faccio, 2006. "Politically Connected Firms," American Economic Review, American Economic Association, vol. 96(1), pages 369-386, March.
    53. Marianne Bertrand & Matilde Bombardini & Francesco Trebbi, 2014. "Is It Whom You Know or What You Know? An Empirical Assessment of the Lobbying Process," American Economic Review, American Economic Association, vol. 104(12), pages 3885-3920, December.
    54. Jennifer Hunt, 2011. "Which Immigrants Are Most Innovative and Entrepreneurial? Distinctions by Entry Visa," Journal of Labor Economics, University of Chicago Press, vol. 29(3), pages 417-457.
    55. Bronars, Stephen G & Lott, John R, Jr, 1997. "Do Campaign Donations Alter How a Politician Votes? Or, Do Donors Support Candidates Who Value the Same Things That They Do?," Journal of Law and Economics, University of Chicago Press, vol. 40(2), pages 317-350, October.
    56. Gary S. Becker, 1983. "A Theory of Competition Among Pressure Groups for Political Influence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 98(3), pages 371-400.
    57. Kishore Gawande & Usree Bandyopadhyay, 2000. "Is Protection for Sale? Evidence on the Grossman-Helpman Theory of Endogenous Protection," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 139-152, February.
    58. Chellaraj, Gnanaraj & Maskus, Keith E. & Mattoo, Aaditya, 2005. "The contribution of skilled immigration and international graduate students to U.S. innovation," Policy Research Working Paper Series 3588, The World Bank.
    59. Bombardini, Matilde, 2008. "Firm heterogeneity and lobby participation," Journal of International Economics, Elsevier, vol. 75(2), pages 329-348, July.
    60. Luigi Zingales, 2011. "Comment on "A Fistful of Dollars: Lobbying and the Financial Crisis"," NBER Chapters, in: NBER Macroeconomics Annual 2011, Volume 26, pages 236-243, National Bureau of Economic Research, Inc.
    61. Marcos Chamon & Ethan Kaplan, 2013. "The Iceberg Theory of Campaign Contributions: Political Threats and Interest Group Behavior," American Economic Journal: Economic Policy, American Economic Association, vol. 5(1), pages 1-31, February.
    62. Dean R. Hyslop, 1999. "State Dependence, Serial Correlation and Heterogeneity in Intertemporal Labor Force Participation of Married Women," Econometrica, Econometric Society, vol. 67(6), pages 1255-1294, November.
    63. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    64. Hall, Richard L. & Deardorff, Alan V., 2006. "Lobbying as Legislative Subsidy," American Political Science Review, Cambridge University Press, vol. 100(1), pages 69-84, February.
    65. Dhammika Dharmapala & C. Fritz Foley & Kristin J. Forbes, 2011. "Watch What I Do, Not What I Say: The Unintended Consequences of the Homeland Investment Act," Journal of Finance, American Finance Association, vol. 66(3), pages 753-787, June.
    66. Lenway, Stefanie & Morck, Randall & Yeung, Bernard, 1996. "Rent Seeking, Protectionism and Innovation in the American Steel Industry," Economic Journal, Royal Economic Society, vol. 106(435), pages 410-421, March.
    67. David Roodman, 2006. "How to Do xtabond2," North American Stata Users' Group Meetings 2006 8, Stata Users Group.
    68. MARA FACCIO & RONALD W. MASULIS & JOHN J. McCONNELL, 2006. "Political Connections and Corporate Bailouts," Journal of Finance, American Finance Association, vol. 61(6), pages 2597-2635, December.
    69. Jacob Funk Kirkegaard, 2005. "Outsourcing and Skill Imports: Foreign High-Skilled Workers on H-1B and L-1 Visas in the United States," Working Paper Series WP05-15, Peterson Institute for International Economics.
    70. Madeline Zavodny, 2003. "The H-1B program and its effects on information technology workers," Economic Review, Federal Reserve Bank of Atlanta, vol. 88(Q3), pages 33-43.
    71. Jeremy C. Stein, 2011. "Comment on "A Fistful of Dollars: Lobbying and the Financial Crisis"," NBER Chapters, in: NBER Macroeconomics Annual 2011, Volume 26, pages 231-235, National Bureau of Economic Research, Inc.
    72. Roberts, Mark J & Tybout, James R, 1997. "The Decision to Export in Colombia: An Empirical Model of Entry with Sunk Costs," American Economic Review, American Economic Association, vol. 87(4), pages 545-564, September.
    73. Philip Oreopoulos, 2011. "Why Do Skilled Immigrants Struggle in the Labor Market? A Field Experiment with Thirteen Thousand Resumes," American Economic Journal: Economic Policy, American Economic Association, vol. 3(4), pages 148-171, November.
    74. Fernandez, Raquel & Rodrik, Dani, 1991. "Resistance to Reform: Status Quo Bias in the Presence of Individual-Specific Uncertainty," American Economic Review, American Economic Association, vol. 81(5), pages 1146-1155, December.
    75. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    76. Raymond Fisman, 2001. "Estimating the Value of Political Connections," American Economic Review, American Economic Association, vol. 91(4), pages 1095-1102, September.
    77. Tripathi, Micky & Ansolabehere, Stephen & Snyder, James M., 2002. "Are PAC Contributions and Lobbying Linked? New Evidence from the 1995 Lobby Disclosure Act," Business and Politics, Cambridge University Press, vol. 4(2), pages 131-155, August.
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    More about this item

    JEL classification:

    • D72 - Microeconomics - - Analysis of Collective Decision-Making - - - Political Processes: Rent-seeking, Lobbying, Elections, Legislatures, and Voting Behavior
    • D73 - Microeconomics - - Analysis of Collective Decision-Making - - - Bureaucracy; Administrative Processes in Public Organizations; Corruption
    • D78 - Microeconomics - - Analysis of Collective Decision-Making - - - Positive Analysis of Policy Formulation and Implementation
    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy

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