Do Borders Really Slash Trade? A Meta-Analysis

National borders reduce trade, but most estimates of the border effect seem puzzlingly large. We show that major methodological innovations of the last decade combine to shrink the border effect to a one-third reduction in international trade flows worldwide. For the computation we collect 1,271 estimates of the border effect reported in 61 studies, codify 32 aspects of study design that may influence the estimates, and use Bayesian model averaging to take into account model uncertainty in meta-analysis. Our results suggest that methods systematically affect the estimated border effects. Especially important is the level of aggregation, measurement of internal and external distance, control for multilateral resistance, and treatment of zero trade flows. We also find that the magnitude of the border effect is associated with country characteristics, such as size and income.

[1]  David Card,et al.  Time-Series Minimum-Wage Studies: A Meta-analysis , 1995 .

[2]  Carlos Llano,et al.  The border effects in Spain: an industry-level analysis , 2010 .

[3]  H. Heinemeyer The treatment effect of borders on trade. The great war and the disintegration of Central Europe , 2007 .

[4]  Kevin Lang,et al.  Are all Economic Hypotheses False? , 1992, Journal of Political Economy.

[5]  T. Havránek,et al.  Estimating vertical spillovers from FDI: Why results vary and what the true effect is , 2011 .

[6]  Michael A. Anderson,et al.  Do National Borders Really Matter? Canada-Us Regional Trade Reconsidered , 1999 .

[7]  T. Stanley,et al.  Are All Economic Facts Greatly Exaggerated? Theory Competition and Selectivity , 2013 .

[8]  Carolyn L. Evans Border Effects and the Availability of Domestic Products Abroad , 2001 .

[9]  Wilfried Koch,et al.  'Dual' Gravity: Using Spatial Econometrics to Control for Multilateral Resistance , 2007 .

[10]  K. Fukao,et al.  Why Has the Border Effect in the Japanese Machinery Sectors Declined? The role of business networks in East Asian machinery trade , 2011 .

[11]  Toshihiro Okubo The Border Effect in the Japanese Market: A Gravity Model Analysis , 2004 .

[12]  J. Helliwell Do National Borders Matter for Quebec&Apos;S Trade? , 1995 .

[13]  Mark F. J. Steel,et al.  On the effect of prior assumptions in Bayesian model averaging with applications to growth regression , 2009 .

[14]  Gianluca Cafiso Sectoral border effects and the geographic concentration of production , 2011 .

[15]  J. Schwarz Impact of institutions on cross-border price dispersion , 2012 .

[16]  Natalie Chen,et al.  Intra-National Versus International Trade in the European Union: Why Do National Borders Matter? , 2002 .

[17]  A. Olper,et al.  Agricultural market integration in the OECD: A gravity-border effect approach , 2008 .

[18]  S. Wei Intra-National Versus International Trade: How Stubborn are Nations in Global Integration? , 1996 .

[19]  James E. Anderson,et al.  Gravity with Gravitas: A Solution to the Border Puzzle , 2001 .

[20]  M. Vancauteren,et al.  Intra-European Trade of Manufacturing Goods: An Extension of the Gravity Model , 2005 .

[21]  S. Straathof Gravity with gravitas: comment , 2008 .

[22]  Carolyn L. Evans The Economic Significance of National Border Effects , 2003 .

[23]  J. Bergstrand,et al.  Gravity Redux: Estimation of Gravity-Equation Coefficients, Elasticities of Substitution, and General Equilibrium Comparative Statics under Asymmetric Bilateral Trade Costs , 2013 .

[24]  Pankaj Ghemawat,et al.  Competitiveness and interregional as well as international trade: The case of Catalonia , 2010 .

[25]  D. Madigan,et al.  Bayesian Model Averaging for Linear Regression Models , 1997 .

[26]  H. Wall,et al.  Gravity Model Specification and the Effects of the Canada-U.S. Border , 2000 .

[27]  J. Eaton,et al.  Unbalanced Trade , 2007 .

[28]  J. Siegfried Minutes of the Meeting of the Executive Committee: Chicago, IL, January 5, 2012 , 2012 .

[29]  R. Rosenthal The file drawer problem and tolerance for null results , 1979 .

[30]  Carolyn L. Evans Border Effects and the Availability of Domestic Products Abroad , 2006 .

[31]  M. Vancauteren The Impact of Technical Barriers to Trade on Home Bias: An application to EU data , 2002 .

[32]  Nikolaus Wolf,et al.  Was Germany Ever United? Evidence from Intra- and International Trade, 1885–1933 , 2008, The Journal of Economic History.

[33]  Douglas L. Miller,et al.  Robust Inference with Multi-Way Clustering , 2006 .

[34]  Scott L. Baier,et al.  Bonus vetus OLS: A simple method for approximating international trade-cost effects using the gravity equation , 2009 .

[35]  Consuelo Pacchioli,et al.  Is the EU Internal Market Suffering from an Integration Deficit? , 2011 .

[36]  Asier Minondo,et al.  Is the Border Effect an Artefact of Geographical Aggregation? , 2011 .

[37]  Daria Taglioni,et al.  Trade Effects of the Euro: a Comparison of Estimators , 2007 .

[38]  T. Mayer,et al.  Market Access in Global and Regional Trade , 2005 .

[39]  Cletus C. Coughlin,et al.  Is the International Border Effect Larger than the Domestic Border Effect? Evidence from U.S. Trade , 2009, SSRN Electronic Journal.

[40]  Tommy Stanley,et al.  Beyond Publication Bias , 2005 .

[41]  K. Head,et al.  The Puzzling Persistence of the Distance Effect on Bilateral Trade , 2004 .

[42]  T. Mayer,et al.  Gravity Equations: Workhorse, Toolkit, and Cookbook , 2013 .

[43]  H. Wolf,et al.  Intranational Home Bias in Trade , 2000, Review of Economics and Statistics.

[44]  James E. Anderson,et al.  Trade Costs , 2004 .

[45]  Janet Ceglowski Has the border narrowed , 2000 .

[46]  T. Mayer,et al.  Non-Europe: The magnitude and causes of market fragmentation in the EU , 2000 .

[47]  Tomas Havranek,et al.  Do Consumers Really Follow a Rule of Thumb? Three Thousand Estimates from 130 Studies Say 'Probably Not' , 2016 .

[48]  Volker Nitsch,et al.  It's Not Right But It's Okay: On the Measurement of Intra- and International Trade Distances* , 2001 .

[49]  Eduardo Ley,et al.  On the Effect of Prior Assumptions in Bayesian Model Averaging With Applications to Growth Regression , 2007 .

[50]  Toshihiro Okubo Trade bloc formation in inter-war Japan.: A gravity model analysis , 2007 .

[51]  Tommy Stanley,et al.  Meta-Regression Methods for Detecting and Estimating Empirical Effects in the Presence of Publication Selection , 2007 .

[53]  National Borders, Trade and Migration , 1997 .

[54]  John Mccallum,et al.  National Borders Matter: Canada-U.S. Regional Trade Patterns , 1995 .

[55]  Matthias Helble,et al.  Border Effect Estimates for France and Germany Combining International Trade and Intranational Transport Flows , 2007 .

[56]  K. Behrens,et al.  Trade, Wages, and Productivity , 2012 .

[57]  Tomas Havranek,et al.  Habit Formation in Consumption: A Meta-Analysis , 2017 .

[58]  Raj Chetty,et al.  Are Micro and Macro Labor Supply Elasticities Consistent? A Review of Evidence on the Intensive and Extensive Margins , 2011 .

[59]  Michael A. Anderson,et al.  Canadian Provinces in World Trade: Engagement and Detachment , 1999 .

[60]  R. Feenstra,et al.  Border Effects and the Gravity Equation: Consistent Methods for Estimation , 2002 .

[61]  S. Gil‐Pareja,et al.  The Border Effect in Spain , 2005 .

[62]  Edward J. Balistreri,et al.  Structural Estimation and the Border Puzzle , 2004 .

[63]  Russell Hillberry Aggregation Bias, Compositional Change, and the Border Effect , 2002 .

[64]  Yoto Yotov,et al.  The Changing Incidence of Geography , 2008 .

[65]  T. Mayer,et al.  Trade in the Triad: How Easy is the Access to Large Markets? , 2004 .

[66]  Fernanda Maria de Almeida,et al.  COMÉRCIO E INTEGRAÇÃO DOS ESTADOS BRASILEIROS , 2015 .

[67]  T. Stanley,et al.  Picture this: A Simple Graph that Reveals Much Ado About Research , 2010 .

[68]  Volker Nitsch National borders and international trade: evidence from the European Union , 2000 .

[69]  G. Smith,et al.  Bias in meta-analysis detected by a simple, graphical test , 1997, BMJ.

[70]  A. Olper,et al.  Explaining National Border Effects in the QUAD Food Trade , 2006 .

[71]  R. Slavin Best evidence synthesis: an intelligent alternative to meta-analysis. , 1995, Journal of clinical epidemiology.

[72]  James E. Anderson,et al.  How Much Does Geography Deect Services Trade? Canadian Answers y , 2013 .

[73]  Zuzana Irsova,et al.  Determinants of Horizontal Spillovers from FDI: Evidence from a Large Meta-Analysis , 2013 .

[74]  Silvana Tenreyro,et al.  The Log of Gravity , 2004 .

[75]  T. Mayer,et al.  Illusory Border Effects: Distance mismeasurement inflates estimates of home bias in trade , 2002 .

[76]  Peter E. Kennedy,et al.  The Use (and Abuse) of Meta-analysis in Environmental and Natural Resource Economics: an Assessment , 2022 .

[77]  S. Benz Gravity with google maps: the border puzzle revisited , 2013 .

[78]  M. Steel,et al.  Benchmark Priors for Bayesian Model Averaging , 2001 .

[79]  A. Olper,et al.  Market Access Asymmetry in Food Trade , 2007 .

[80]  Russell Hillberry Regional Trade and "the Medicine Line": The National Border Effect in U.S. Commodity Flow Data , 1998 .

[81]  Ivan Ledezma,et al.  Trade integration in manufacturing: the Chilean experience , 2009 .

[82]  S. Tan Structural Estimation of a Flexible Translog Gravity Model , 2012 .

[83]  Asier Minondo The disappearance of the border barrier in some European Union countries’ bilateral trade , 2007 .

[84]  David Neumark,et al.  Wheat from Chaff: Meta-Analysis as Quantitative Literature Review: Reply , 2002 .

[85]  S. Wei,et al.  Explaining the Border Effect: The Role of Exchange Rate Variability, Shipping Costs, and Geography , 2000 .

[86]  T. Havránek MEASURING INTERTEMPORAL SUBSTITUTION: THE IMPORTANCE OF METHOD CHOICES AND SELECTIVE REPORTING , 2015 .

[87]  Marius Brülhart,et al.  A Test of Trade Theories When Expenditure is Home Biased , 2005 .

[88]  J. Helliwell,et al.  Measuring internal trade distances: a new method applied to estimate provincial border effects in Canada , 2001 .

[89]  A. Raftery,et al.  Default Priors and Predictive Performance in Bayesian Model Averaging, with Application to Growth Determinants , 2007 .

[90]  James E. Anderson,et al.  Specialization: Pro- and Anti-Globalizing, 1990-2002 , 2010 .

[91]  A. Rose,et al.  One money, one market : the effect of common currencies on trade , 2000 .

[92]  Gianluca Cafiso Rose effect versus border effect: the Euro's impact on trade , 2011 .

[93]  Fernanda Maria de Almeida,et al.  Comércio internacional "x" intranacional no Brasil: medindo o efeito-fronteira , 2007 .

[94]  Alessandro Nicita,et al.  Estimating Trade Restrictiveness Indices , 2006 .

[95]  Kenneth Rogoff,et al.  The Six Major Puzzles in International Macroeconomics: Is There a Common Cause? , 2000, NBER Macroeconomics Annual.