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Determinants of trade margins: insights using state export data

We adapt the heterogeneous firm trade models of Helpman, Melitz, and Rubinstein (2008) and Lawless (2010) to analyze extensive and intensive trade margins using state-level exports to foreign nations. Our theoretical analysis provides definitive predictions for the effects of changes in fixed costs, variable costs, and foreign income on the extensive margin, while for the intensive margin the predictions regarding changes in fixed costs are definitive, but the effects of changes in variable costs and foreign income are not. The number of exporting firms of a state is used to measure the extensive margin, while the intensive margin is approximated by the average firm exports of a state. Various count-data models, such as the standard negative binomial and its hurdle extension, are used to address non-trading pairs and overdispersion in the extensive trade estimations, while a Heckman correction is examined to handle sample selection issues in the intensive margin estimations. As the theory predicts, we find more consistent and statistically significant effects of changes in cost-related variables on the extensive than on the intensive margin of trade. Unlike Lawless (2010), but consistent with a truncated Pareto distribution, empirical findings suggest that variable costs reduce average exports. A noteworthy finding is that U.S. foreign direct investment has a positive effect on both margins.

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Paper provided by Federal Reserve Bank of St. Louis in its series Working Papers with number 2014-6.

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Length: 41 pages
Date of creation: 27 Feb 2014
Date of revision: 18 Nov 2015
Handle: RePEc:fip:fedlwp:2014-006
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  1. Kajal Lahiri & Guibo Xing, 2001. "An Econometric Analysis of Veterans Health Care Utilization Using Two-part Models," Discussion Papers 01-13, University at Albany, SUNY, Department of Economics.
  2. Keith Head & Thierry Mayer, 2013. "What Separates Us? Sources of Resistance to Globalization," Working Papers 2013-26, CEPII research center.
  3. Andrew J. Cassey, 2010. "State Export Behavior and Barriers," Working Papers 2010-14, School of Economic Sciences, Washington State University.
  4. Markusen, James R., 2013. "Expansion of trade at the extensive margin: A general gains-from-trade result and illustrative examples," Journal of International Economics, Elsevier, vol. 89(1), pages 262-270.
  5. Gurmu, Shiferaw & Trivedi, Pravin K, 1996. "Excess Zeros in Count Models for Recreational Trips," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(4), pages 469-77, October.
  6. Ferrante Maria Rosaria & Novelli Marco, 2013. "Heterogeneity and Number of Export Destinations of Italian Firms: A Hurdle Negative Binomial Regression Approach," Global Economy Journal, De Gruyter, vol. 13(3-4), pages 391-416, December.
  7. Coughlin, Cletus C. & Wall, Howard J., 2011. "Ethnic networks and trade: Intensive versus extensive margins," Economics Letters, Elsevier, vol. 113(1), pages 73-75, October.
  8. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
  9. Cletus C. Coughlin & Howard J. Wall, 2010. "Ethnic networks and trade: intensive vs. extensive margins," Working Papers 2010-016, Federal Reserve Bank of St. Louis.
  10. Jonathan Eaton & Samuel Kortum & Francis Kramarz, 2004. "Dissecting trade: firms, industries, and export destinations," Staff Report 332, Federal Reserve Bank of Minneapolis.
  11. Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-61, January.
  12. Elhanan Helpman & Marc Melitz & Yona Rubinstein, 2008. "Estimating Trade Flows: Trading Partners and Trading Volumes," The Quarterly Journal of Economics, Oxford University Press, vol. 123(2), pages 441-487.
  13. Martijn Burger & Frank van Oort & Gert-Jan Linders, 2009. "On the Specification of the Gravity Model of Trade: Zeros, Excess Zeros and Zero-inflated Estimation," Spatial Economic Analysis, Taylor & Francis Journals, vol. 4(2), pages 167-190.
  14. Lawless, Martina, 2008. "Deconstructing Gravity: Trade Costs and Extensive and Intensive Margins," Research Technical Papers 5/RT/08, Central Bank of Ireland.
  15. Russell Hillberry & David Hummels, 2005. "Trade Responses to Geographic Frictions: A Decomposition Using Micro-Data," NBER Working Papers 11339, National Bureau of Economic Research, Inc.
  16. Puhani, Patrick A, 2000. " The Heckman Correction for Sample Selection and Its Critique," Journal of Economic Surveys, Wiley Blackwell, vol. 14(1), pages 53-68, February.
  17. Cletus C. Coughlin, 2010. "Measuring international trade policy: a primer on trade restrictiveness indices," Review, Federal Reserve Bank of St. Louis, issue Sep, pages 381-394.
  18. Thomas Chaney, 2008. "Distorted Gravity: The Intensive and Extensive Margins of International Trade," American Economic Review, American Economic Association, vol. 98(4), pages 1707-21, September.
  19. Don P. Clark, 2007. "Distance, production, and trade," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 16(3), pages 359-371.
  20. Ferrante Maria Rosaria & Novelli Marco, 2013. "Heterogeneity and Number of Export Destinations of Italian Firms: A Hurdle Negative Binomial Regression Approach," Global Economy Journal, De Gruyter, vol. 13(3), pages 391-416, December.
  21. Timothy J. Kehoe & Kim J. Ruhl, 2006. "How Important is the New Goods Margin in International Trade?," 2006 Meeting Papers 733, Society for Economic Dynamics.
  22. Gerdtham, Ulf-G., 1996. "Equity in Health Care Utilisation: Further Tests Based on Hurdle models and Swedish Micro Data," SSE/EFI Working Paper Series in Economics and Finance 116, Stockholm School of Economics.
  23. Rubinstein, Yona & Helpman, Elhanan & Melitz, Marc, 2008. "Estimating Trade Flows: Trading Partners and Trading Volumes," Scholarly Articles 3228230, Harvard University Department of Economics.
  24. Begoña Álvarez & Miguel A. Delgado, 2002. "Goodness-of-fit techniques for count data models: an application to the demand for dental care in Spain," Empirical Economics, Springer, vol. 27(3), pages 543-567.
  25. Manning, W. G. & Duan, N. & Rogers, W. H., 1987. "Monte Carlo evidence on the choice between sample selection and two-part models," Journal of Econometrics, Elsevier, vol. 35(1), pages 59-82, May.
  26. Wang, Peiming, 2003. "A bivariate zero-inflated negative binomial regression model for count data with excess zeros," Economics Letters, Elsevier, vol. 78(3), pages 373-378, March.
  27. Mullahy, John, 1986. "Specification and testing of some modified count data models," Journal of Econometrics, Elsevier, vol. 33(3), pages 341-365, December.
  28. Paola Giuliano & Antonio Spilimbergo & Giovanni Tonon, 2014. "Genetic distance, transportation costs, and trade -super-1," Journal of Economic Geography, Oxford University Press, vol. 14(1), pages 179-198, January.
  29. Antoine Berthou & Lionel Fontagné, 2008. "The Euro and the Intensive and Extensive Margins of Trade: Evidence from French Firm Level Data," Working Papers 2008-06, CEPII research center.
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