American Economic Association Exchange-Rate Regimes and International Trade: Evidence from the Classical Gold Standard Era Author(s): J. Ernesto López-Córdova and Christopher M. Meissner Source: The American Economic Review, Vol. 93, No. 1 (Mar., 2003), pp. 344-353 Published by: American Economic Association Stable URL: http://www.jstor.org/stable/3132179 . Accessed: 28/08/2014 14:27 Your use of the JSTOR archive indicates your acceptance of the Terms & Conditions of Use, available at . http://www.jstor.org/page/info/about/policies/terms.jsp . JSTOR is a not-for-profit service that helps scholars, researchers, and students discover, use, and build upon a wide range of content in a trusted digital archive. We use information technology and tools to increase productivity and facilitate new forms of scholarship. For more information about JSTOR, please contact [email protected]. . American Economic Association is collaborating with JSTOR to digitize, preserve and extend access to The American Economic Review. http://www.jstor.org This content downloaded from 130.15.75.171 on Thu, 28 Aug 2014 14:27:19 PM All use subject to JSTOR Terms and Conditions Trade: Exchange-RateRegimes and International Evidence from the Classical Gold Standard Era M. MEISSNER* ANDCHRISTOPHER By J. ERNESTOLOPEZ-CORDOVA The late nineteenth century experienced a profound rise in commercial integration (see Michael D. Bordo et al., 1999; Kevin H. O'Rourke and Jeffrey G. Williamson, 1999). Interestingly, this watershed in global history also witnessed a large amount of institutional change. For instance, a vast majorityof countries adoptedthe gold standardafter 1870, and a number of currency unions consisting of economically significantcountriesappearedon the scene. Many observers in the late nineteenth century argued that disparate monetary regimes and separate national currencies were barriers to trade which stifled international commerce. The question then arises: how did institutional arrangements such as currency unions and monetary regimes like the gold standardaffect globalization in the late nineteenth century? To find out we use a gravity model of trade, controlling for geographic, economic, and political factors, exchange-rate volatility, monetary union membership,and commodity money regime coordination.1In qualitative terms we find strongevidence that coordinationon a similar commoditymoney regime is correlatedwith higher trade and some evidence that monetary unions are associated with large increases in trade. However, our results vary depending upon the exact specification of our model. For instance, when we control for observable characteristics and unobservable heterogeneity at the country level we find that gold standard countriestradeup to 30 percentmore with each other than with nations not on gold. In Section I we highlight previous research along these lines and give a bit of historical backgroundto the issues. Section II presentsour data. In Section III we exhibit our results. We conclude by noting that global tradecould have been approximately20 percent lower between 1880 and 1910 if no countryhad decided to join the gold standard. I. HistoricalBackgroundand PreviousWork A. Previous Work Marc Flandreau (2000) was apparentlythe first to use a gravity approachon nineteenth* L6pez-C6rdova: Inter-AmericanDevelopment Bank, century trade data. He controls only for the INT/ITD Stop W608, 1300 New York Avenue NW, Washington, DC 20577 (e-mail: [email protected]); Meissner: productof total tradefor each of the two counKing's College and Faculty of Economics, Austin Robinson tries, distance, sharing a border, and memberBuilding, University of Cambridge, Sidgwick Avenue, ship in the Latin Monetary Union or the Cambridge CB3 9DD, England (e-mail: chris.meissner@ Scandinavian Monetary Union (the latter in econ.cam.ac.uk).The authorsthank PranabBardhan,Brad 1880 only). His results suggest thatmembership Maurice Obstfeld, DeLong, BarryEichengreen,LarryKarp, Christina Romer, Andrew Rose, and Jeff Williamson for in the Latin Monetary Union or the Scandinatheir comments and guidance. Seminar participants at vian MonetaryUnion could not explain bilateral Berkeley and the Cliometrics Conference, along with two trade flows in 1860, 1870, or 1880. To the best anonymous referees, provided helpful suggestions. Andy of our knowledge, the only other work investithis data. Rose encouragedus to use a gravity model with We thank him for inspiring us. The Institutefor Business and Economic Research(IBER) at Berkeley and the John L. Simpson Fellowship from the Institute for International ' The gravityequationhas strongtheoreticalsupport(see Studies at Berkeley graciouslyprovidedfinancialassistance Alan V. Deardorff, 1998, as well as Simon J. Evenett and for this project.We also thankRocio Aguilera for excellent Wolfgang Keller, 1998). JamesE. Anderson(1979) also has help with the data. Any errors are our own. The opinions an earlier theoreticalderivation.Our empirical approachis expressed herein are those of the authorsand do not necessimilar to Andrew K. Rose's (2000) study of currency sarily reflect the official position of the IDB or its member unions and trade in the late twentieth century. countries. 344 This content downloaded from 130.15.75.171 on Thu, 28 Aug 2014 14:27:19 PM All use subject to JSTOR Terms and Conditions VOL.93 NO. 1 L6PEZ-C6RDOVAAND MEISSNER:GLOBALTRADEAND THE GOLD STANDARD 345 TABLE 1-MONETARY REGIMESOF THECOUNTRIES INCLUDEDIN THEBASELINESAMPLE Country U.K. Australia New Zealand Canada U.S. France Belgium Switzerland Italy Denmark Norway Sweden Germany Netherlands Finland Austria Russia Spain Portugal Japan Brazil Mexico Chile Argentina Egypt India China Indonesia Philippines Total number of countries Total number of country-pairs MonetaryUnion (MU) Year 1870 1875 1880 1885 1890 1895 1900 1905 Gold Gold Gold Gold Gold Gold Gold Gold Sterling union Gold Gold Gold Gold Gold Gold Gold Gold Sterling union Gold Gold Gold Gold Gold Gold Gold Gold Sterling union Gold Gold Gold Gold Gold Gold Gold Gold Sterling, U.S./Canada U.S./Canada Paper Paper Gold Gold Gold Gold Gold Gold Latin MU Bimetal Bimetal Gold Gold Gold Gold Gold Gold Latin MU Bimetal Bimetal Gold Gold Gold Gold Gold Gold Latin MU Gold Gold Latin MU Paper Paper Paper Gold Gold Paper Paper Paper ScandinavianMU Silver Gold Gold Gold Gold Gold Gold Gold ScandinavianMU Silver Gold Gold Gold Gold Gold Gold Gold ScandinavianMU Silver Gold Gold Gold Gold Gold Gold Gold Silver Gold Gold Gold Gold Gold Gold Gold Silver Gold Gold Gold Gold Gold Gold Gold Silver Silver Gold Gold Paper Paper Gold Paper Paper Bimetal Paper Paper Paper Gold Gold Paper Silver Paper Silver Silver Gold Gold Paper Paper Paper Paper Silver Silver Silver Gold Paper Paper Paper Paper Gold Gold Silver Silver Gold Gold Silver Silver Silver Silver Silver Silver 1910 Gold Gold Gold Gold Gold Gold Gold Gold Paper Gold Gold Gold Gold Gold Gold Paper Gold Gold Gold Paper Gold Gold Silver 23 14 14 14 22 14 28 23 23 90 56 59 70 139 81 274 189 182 Note: "-" indicates that the country was not included in the sample during a given year. Source: Based on Meissner (2002). gating the effect of currency unions on trade in the 1800's is work by Flandreau and Mathilde Maurel (2001). This work is based on a limited European sample, and finds that monetary unions in Scandinavia and in Austria-Hungary may have increased international trade twofold. Preliminaryunpublishedwork by Antoni Estevadeordal et al. (2001) finds that the gold standardis significantly associated with bilateral trade in 1913 and in the inter-warperiod. We believe our work is the first to use both currency unions and commodity regime data (i.e., not just gold standard adherence) in the same study. Furthermore,no study to date has similar country coverage in the data as we have, and none have taken advantage of the time-series evidence or accounted for commodity money regime coordination in general as we do. B. CommodityMoney Regimes, Currency Unions, and Trade:A Brief History Table 1 presents the countries in our sample and their monetary regime at any one time. Notably by 1905 most nations were de jure if not de facto gold standard countries. This change was precipitated by discussions focusing on the transaction-cost saving and This content downloaded from 130.15.75.171 on Thu, 28 Aug 2014 14:27:19 PM All use subject to JSTOR Terms and Conditions 346 THEAMERICANECONOMICREVIEW (L) tially to "remedy the inconvenience to trade between their respective countries resulting from the diversity of their small silver coin" [Luca Einaudi, 2001; see also IngridHenriksen and Niels Kaergard (1995) and Krim Talia (2001)]. Australia and New Zealand used the pound sterling,which apparentlyhad to do with close colonial relationshipswith England (S. J. Butlin, 1986). 50 40 / 0t / 20 ._187- --1875 1 1870 1875 1880 1 __ 1885 - - ---- 1890 1895 Year 1900 1905 MARCH2003 1910 1870-1910 FIGURE 1. REGIME COORDINATION, trade-creatingbenefits of regime coordination.2 Figure 1 presents the percentage of countrypairs in our sample sharing a similar monetary regime in the nineteenthcentury. Much of this increase is accountedfor by fiat regimes in the peripherybecoming gold standardregimes, but the more developed countries of the time also witnessed a rise in coordination. Importantly, the lags in the adoption of the gold standard among countries, leading to varying configurations of coordination across time and space, give us unique evidence on the impact of monetary regimes on internationaltrade. During the period we study, a number of principalcountries of the world participatedin some form of a monetary union (see Table 1, column 2). If monetaryunions were formed because of existing tradepatternsour econometric results may be exposed to endogeneityproblems, but their establishment may have been driven by other factors. Historyis not decisive on the issue. American republicsconcluded that the only benefits from a hypothetical American Monetary Union would accrue to tourists (GuillermoSubercaseaux, 1915). In Scandinaviaand westernEurope, unions were formed in part to cooperatively coerce nationsinto coining currencyof a similar weight and fineness as their neighbors and par2 For modem analyses see Bordo and Anna Schwartz (1996), Eichengreen and Flandreau (1996), Flandreau (1996), and Meissner (2002). For contemporarydebatesand positions, see, for example: United States MonetaryCommission (1879, p. 331); Henry Benajah Russell (1898, p. 100); CountMatsukataMasayoshi(1899, p. 191); and Commission on InternationalExchange (1904, pp. 94, 120). II. Data Our baseline regressions use an unbalanced panel consisting of 1,140 country-pairobservations.3 The data cover the period 1870 to 1910 at five-year intervals. On average we have four observations over time for each country-pair. The numberof countriesthat generateour pairwise observations is larger toward the end of our sample period as Table 1 illustrates. We complementeda data set put togetherby Katherine Barbieri (1996) with information from national statistical yearbooks and other publicationsfrom the period;a detaileddescription of our sources appearsin our workingpaper (Lopez-Cordova and Meissner, 2000). Trade figures were transformedinto 1990 U.S. dollars using a U.S. consumer price index and annual average exchange rates. Informationon every country's monetaryregime was used to create dummy variablesindicating whether any pair of countries shared a common monetary standardor a common currency. In Table 1 we reportthe regimes for each country that enters our baseline regression based on datafrom Meissner (2002). In our data set we have just over 100 observations (i.e., roughly 10 percentof our sample)whereboth of the tradingpartnersare in a monetaryunion. We constructed our measure of exchangerate volatility as the standarddeviation of the first difference of the naturallogarithm of the monthlybilateralexchange rate for the previous three years. We also control for the effect of tradepolicy on bilateralexchange by insertinga dummy if two countries shared a trade agreement with a most-favorednation (MFN) clause. The standarddistancevariable(the logarithmof 3 More informationabout the data and the sources are available in the full working paper. This content downloaded from 130.15.75.171 on Thu, 28 Aug 2014 14:27:19 PM All use subject to JSTOR Terms and Conditions VOL 93 NO. 1 LOPEZ-C6RDOVAAND MEISSNER:GLOBALTRADEAND THE GOLD STANDARD 347 TABLE2-SAMPLE AVERAGES,POOLEDAND ANNUALOLS REGRESSIONS OLS regressions Sample averages Variable (1) (2) (3) (4) (5) Not on the On the Not in a In a Baseline gold monetary monetary gold standard standard union union (6) (7) (8) (9) (10) (11) (12) (13) (14) 1870 1875 1880 1885 1890 1895 1900 1905 1910 0.167 0.396 -1.102 1.995 -0.899 0.209 0.373 0.163 0.073 0.282 19.82 (0.044) 0.861 (0.190) 0.817 (0.246) 0.780 (0.917) 1.047 (0.971) 0.906 (0.364) 0.736 (0.340) 1.064 (0.070) 0.822 (0.172) 0.991 (0.082) 0.886 (1.9) 15.92 (0.028) 0.656 (0.095) 1.617 (0.097) 1.519 (0.097) 1.120 (0.091) 1.268 (0.089) 0.991 (0.112) 0.559 (0.055) 0.825 (0.076) 0.298 (0.052) 0.291 (0.8) 7.82 (0.63) 7.14 (0.081) -0.661 (0.280) -0.349 (0.325) -0.724 (0.404) -0.977 (0.306) -0.888 (0.412) -0.912 (0.533) -0.755 (0.157) -0.607 (0.172) -0.672 (0.140) -0.520 (1.25) 0.12 (1.12) 0.082 (1.4) 0.36 (0.045) 0.625 (0.210) 1.506 (0.165) 0.931 (0.156) 0.195 (0.140) 0.184 (0.141) 0.529 (0.196) -0.023 (0.099) 0.645 (0.126) 0.503 (0.090) 0.697 (0.303) 0.02 (0.32) 0.09 (0.27) 0.02 (0.48) 0.45 (0.122) 0.927 (0.366) 0.143 (0.379) 0.401 (0.377) 0.970 (0.374) 0.439 (0.371) 0.514 (0.417) 0.917 (0.275) 1.088 (0.405) 0.816 (0.274) 0.465 Common (0.14) 0.06 (0.3) 0.18 (0.14) 0.07 (0.45) 0.64 (0.293) 0.165 (0.615) 0.611 (0.788) 0.545 (0.778) -0.076 (0.862) 0.046 (1.026) 0.799 (0.714) -0.488 (0.709) 0.228 (0.695) -0.214 (0.907) 0.078 language MFN (0.24) 0.45 (0.38) 0.6 (0.25) 0.56 (0.48) 0.28 (0.167) 0.142 (0.411) 0.187 (0.506) -0.346 (0.354) 0.030 (0.303) 0.234 (0.585) 0.370 (0.350) -0.028 (0.301) -0.102 (0.555) 0.139 (0.236) 0.287 (0.5) (0.49) (0.5) (0.45) Constant (0.095) -18.438 (0.344) -34.649 (0.287) -28.406 (0.308) -29.905 (0.252) -26.777 (0.306) -18.849 (0.350) -22.036 (0.205) -21.114 (0.246) -15.682 (0.190) -15.030 (1.392) 0.765 (5.121) 1.479 (5.335) (6.502) (5.044) (6.281) -0.307 (7.781) - (3.134) (3.105) - (2.456) Silver Bimetal (0.394) -0.303 (0.410) -0.366 -0.987 Gold (0.269) 0.479 (0.282) 1.583 (0.529) 0.894 2.603 0.191 -0.465 1.993 0.449 0.161 0.662 Monetaryunion (0.124) 0.716 (0.490) 0.129 (0.320) -0.138 (0.733) 2.558 (0.681) 0.737 (0.371) 0.363 (0.460) 1.448 (0.256) 0.380 (0.306) 0.933 (0.250) 0.778 (0.186) (0.404) (0.662) (0.817) (0.784) (0.646) (0.477) (0.459) (0.575) (0.408) 1,140 0.595 1.453 90 0.673 56 59 70 139 81 274 189 182 0.852 0.835 0.794 0.486 0.753 0.567 0.568 0.650 1.134 0.877 0.963 1.172 1.755 1.310 1.550 1.643 1.215 1.94 0.42 1.24 GDP (1.79) 20.75 (0.54) 20.57 (1.51) 20.75 GDP per capita (1.55) 15.05 (1.79) 15.84 (1.64) 15.4 Distance (0.691) 7.93 (0.7) 7.6 Border (1.04) 0.102 Political union Volatility 0 - - - (1.230) - - - - Number of observations R2 Root MSE 518 622 1,022 118 Notes: Dependent variable is In(trade).Standarderrorsare reportedin parentheses.For regressions these are heteroskedasticityrobust. great circle distance between capitals) is the literature's proxy for transportationcosts and was takenfrom Rose (2000). We includedcommon language, common border, and year-specific indicators. We also created a "political union" dummy encompassing a colonial relationship-colony-colonizer and colonies with the same colonizer-as well as countries that formed a single political entity. Table 2, columns (1)-(4), shows that the levels of the regressors are reasonably similar for countries on and off the gold standard.After adoptingthe gold standardor a currencyunion, nations had slightly higher levels of GDP per person than those that did not. Additionally, these countries were more likely to be geo- graphically closer, as indicated by the mean distance coefficient and the common border variable. Countries in a monetary union were also more likely to have a political union and to share a common language.4 4 Formal statistical tests reject the equality of means between both groups for all variables except border and the product of GDP for gold and non-gold countries. The issue raises Torsten Persson's (2001) critique on Rose. Namely, our findings may be spurious because of selection on observables or nonlinear associations. By interacting our institutional variables with other explanatory variables, we found no evidence that nonlinearities can explain our findings on the gold standardcoefficient while statistical significance of the currency union estimates decline when we include such effects. The results of those This content downloaded from 130.15.75.171 on Thu, 28 Aug 2014 14:27:19 PM All use subject to JSTOR Terms and Conditions 348 THEAMERICANECONOMICREVIEW III. BaselineResults In column (5) of Table 2 we report pooled ordinary least-squares (OLS) estimates of the regressionof the naturallogarithmof real trade levels on our set of covariates. Throughoutwe present White heteroskedasticity-robuststandard errors. This specification explains nearly 60 percent of the variation in bilateral trade flows. Our estimates show that monetary regimes may have had a nonnegligible impact on internationaltrade. Otherexplanatoryvariables seem in line with our predictions although in some instances they are statistically insignificant. Annual cross-section regression results also appearin Table 2. The limited size of our annualsamples for some years resultedin poor regression results in terms of statistical significance on our monetaryvariables,but, in qualitative terms, annualpoint estimates supportour conclusions from the pooled regression. A. Monetary Variables Ourbaseline regressionrejectsthe hypothesis that regime coordination had an insignificant association with bilateraltradeflows. The coefficienton "gold,""silver,"and "monetaryunion" are positive and statistically significant. Our baseline results show that two countries on the gold standardtraded62 percent more with one another than with countries under a different monetary regime. Trade between countries on silver may have received an even bigger boost from the common monetaryregime of approximately 115 percent.But the numberof pairs in which "silver"is equal to 1 is small, and these observations tend to appear at early stages of our period of analysis. Bimetallism does not seem to be a significant force encouragingbilateral trade flows either because of the small numberof observationsor because of its inherent instability. Countriesin a monetaryunion appearto trade more than two times more with each other than they would with countries outside the union. Furthermore,the association between tradeand a monetaryunion is likely understatedby look- longer specifications are available in our longer working paper version of this paper. MARCH2003 ing at the coefficients on that variable.Joining a monetaryunion effectively implied being on the same commodityregime standard.For example, in our baseline sample96 out of 118 pairswhich sharea currencyare also on the gold standard.It is reasonableto assertthat bilateraltradewould be about 3.30 times larger when both countries belonged to a monetaryunion.5 Nominal exchange-rate volatility is positively associatedwith internationaltrade,with a statisticallysignificant coefficient of 0.17. This finding contradictsour expectations of a negative effect and is in contrast to Jeffrey A. Frankel and Shang-JinWei (1998) and Rose's (2000) findings. In our defense, Philippe Bacchetta and Eric van Wincoop (2000) show that the theoretical effect of exchange-rate volatility on commerce is ambiguous, historical actors seem not to have paid too much attention to such oscillations and most modern researchers like Maurice Obstfeld (1997) and Charles Wyplosz (1997) have all but discounted the intuitive negative effect of volatility on trade.6 B. GravityEquation and Control Variables The estimated coefficient on the product of the country-pair'sGDP is 0.86. A literalreading of our estimate suggests that trade openness duringthe nineteenthcenturywas affected to a lesser extent than today by the size of a country and that commercial integrationhad reached a level at least as high as today's level. Our estimate for the productof GDP per capita, 0.66, is identical to that in Frankeland Rose (2002). In our regression, a 1-percentincrease in the distance between two countries reduces bilateral 5 We consideredCanadato be in a monetaryunion with the United Kingdom and some of the British colonies and dominions, as well as with the United States. This is because both British sovereigns and the U.S. dollarwere legal tender in Canada. Our econometric results are identical whetheror not we considerCanadaand the United States as having a currencyunion. 6 In the longer working paperwe devote an appendixto this finding.Unexpectedlylarge tradein Brazil and Chiledespite high exchange-rate volatility in both countriesmay explain the positive coefficient. We also found a quadraticrelationshipbetween exchange-ratevolatility and trade.This suggests that at high levels of volatility (e.g., in the aftermathof crises and/orrapiddepreciations),tradecan be spurredwhile in normal times volatility reduces trade. This content downloaded from 130.15.75.171 on Thu, 28 Aug 2014 14:27:19 PM All use subject to JSTOR Terms and Conditions VOL.93 NO. 1 L6PEZ-C6RDOVAAND MEISSNER:GLOBALTRADEAND THE GOLD STANDARD trade by only 0.66 percent-compared to a 1-percentdecline in the late twentieth century, according to Frankel and Rose (2002).7 The distance coefficients may be capturing differences in the degree of relative trade openness that existed in each period. Estimateson the rest of our explanatoryvariables have the expected sign, although we did not find statistically significant coefficients for the common language and MFN dummies. If product differentiation during the nineteenth century were limited, then cultural similarities captured in the common language dummy would have been a less importantdeterminant of trade, explaining the lack of significance of the former variable. We attributethe statistically insignificantestimate of the MFN dummy to the dearthof easily accessible sourcesregarding nineteenth-centurytradetreaties. Both contiguity and close political ties between two countries (or colonies) are highly correlated with trade. C. Other Specifications The main results are surprisinggiven thatour data has overcome the theoretical observation that large countrieswhich tradea lot should see relatively small effects from droppingbilateral barriers to trade (i.e., joining a monetary union).8Nevertheless there are a host of factors that might be influencing our results. We also present a few alternative specifications of our 7 In our working paper, we allow for a time-varying distance coefficient and, as Jeff Williamson suggested, for a more direct measure of transportationcosts. We also allowed for a bilateralmeasure of transportationcosts developed by Nuno Limao and Anthony J. Venables (1999) which takes into account railroadsand telegraphiccommunications. This does not affect our qualitativeresults on the monetaryvariables. 8 In a theoreticalanalysis of these issues, Rose and van Wincoop (2001) and Anderson and van Wincoop (2003) note that in situations where pre-union trade is low or currencyunions are small, the effect of joining a union may be large and, when tradeamong countriesis extensive or the (potential)union is economically large, the effect of joining a union would be small. The logic is that, if tradecosts are reduced among a group of countries that already trade substantiallywith each other, multilateraltradebarriersfall considerably while bilateral resistance falls only slightly. Trade increases the most when bilateral resistance falls relatively more than multilateralresistance. I I I I 349 I 40 - 0D c00 20 - 5) c. 0 - -20 5-9 10-14 15-19 20-24 25-29 30-34 35-39 Yearsaftermovingto coordinationon the gold standard FIGURE 2. ESTIMATED LAGGED IMPACT ON TRADE OF A MOVE TO COORDINATION model to see if they validate the conclusions from Table 2. We illustratethe fact that it took a numberof years to achieve the impact on trade that the baseline regressions imply by allowing for lagged effects of moves to coordinationin our baseline pooled regression. That is we add to our gravity equation indicator variables five years, ten years, etc., aftera country-pairmoved to coordination on the gold standard.9Figure 2 shows that trade between countries rises relative to noncoordinatingcountriesfor at least 30 years, reaching an impact of nearly 50 percent after about 15 years. However, the few observations we have suggest that after 30 to 35 years, tradeis slightly lower comparedto countries that never moved to coordinationby 5 to 20 percent. Next, we consider the possibility that unobserved country-pairor country characteristics are driving our baseline results. Column (1) of Table 3 presents a country-pair fixed-effects specification of the gravity equation. Here coordinationon the gold standardstill has a positive and statistically significant association with trade. Our estimate says that coordination 9 The effect we refer to in the text is the sum of the coordinationdummy (0.90 with a standarderrorof 0.14 in this specification)plus the coefficient on the move to coordination t years later. The coefficients and their standard errorsbeginning with that on five years after the move and finishing 35 years after are -0.85 (0.14), -0.78 (0.18), -0.49 (0.21), -0.49 (0.23), -0.65 (0.22), -0.96 (0.19), and -1.13 (0.34). This content downloaded from 130.15.75.171 on Thu, 28 Aug 2014 14:27:19 PM All use subject to JSTOR Terms and Conditions 350 THEAMERICANECONOMICREVIEW TABLE 3-HETEROGENEITY Regressors Gold Silver Bimetallism Monetaryunion Volatility GDP GDP per capita Distance X cost index AND ENDOGENEITY REGRESSIONS (1) Country-pairFE (2) CountryFE (3) IV regression 0.154 (0.077) 0.177 (0.267) 0.189 (0.312) 0.258 (0.54) 0.017 (0.024) 0.550 (0.148) 0.312 (0.092) -0.33 (0.121) 0.283 (0.125) 1.104 (0.396) -0.308 (0.352) 1.335 (0.389) 0.054 (0.034) 0.360 (0.265) 0.434 (0.113) - 0.973 (1.318) 0.155 (0.690) -0.031 (0.105) yes no -9.530 (3.290) -0.74 (0.103) 0.27 (0.389) 0.215 (1.137) 0.067 (0.223) no no -21.264 (6.210) 1140 0.502 1140 0.735 681 0.670 Border MFN Country-paircontrols Countrycontrols Constant Number of observations R2 1.305 (1.358) 0.110 (0.369) 0.905 (0.091) 0.806 (0.519) -0.487 (0.136) 0.567 (0.298) 0.906 (0.533) -0.160 (0.133) no yes -7.43 (6.584) Distance Political union MARCH2003 Notes: Robust standarderrorsare reported.Year dummies are not reported. IV regression-Variable instrumentedfor: gold and monetaryunion. Instruments:Ratio of gold reserves to domestic liabilities outstanding and common language indicator. specific to each country as theoretical discussions of gravity models suggest (see Anderson and van Wincoop, 2003). Country-pairson a gold standardtrade about 30 percentmore with each other while countries in a currencyunion trade nearly 2.8 times more than they might if not in a currency union, and both coefficients are statisticallysignificant. One could also arguethatan endogeneitybias may be affecting our results. Countries that traded disproportionatelymay have found it more lucrative to coordinateon the gold standard or to form a currencyunion.11In order to address this concern, we estimate our model using instrumentalvariables.We instrumentfor the gold standarddummy with the product of each country's ratio of gold reserves to bank 10In our data there are 79 moves to coordination on commodity money regimes while there are only two observations that involve a currencyunion regime switch. "1We focus on the gold standardbecause most of our observationsare for gold standardcountries. on the gold standardraises trade by 15 percent relative to the country-pairsample average.10 The coefficient on the monetaryunion indicator shrinksin magnitude.It is no longer statistically significant,possibly because there is little variation in this regressorover time. Reassuringly, the point estimate is still positive. Regression 2 uses country-specificfixed effects. This controls for unobserved multilateral barriers to trade This content downloaded from 130.15.75.171 on Thu, 28 Aug 2014 14:27:19 PM All use subject to JSTOR Terms and Conditions VOL.93 NO. 1 L6PEZ-C6RDOVA AND MEISSNER:GLOBALTRADEAND THE GOLD STANDARD notes in circulation.A countrynecessarily possessed gold reserves to be on the gold standard. However, it is unlikely thatthis gold cover ratio would be affected by the level of integration between countries. Moreover, the ratio may be reflecting fundamentalfinancial capabilities or exogenous legal stipulations on the level of requiredreserves ratherthan unaccountabledeterminantsof trade.We instrumentfor the monetary union variable with a common language indicator. Countries in our sample that had monetary unions often shared a similar language. Yet we find no reason why language might be correlated with the error term especially since we are controlling for so many factors alreadyand explainingnearly 60 percent of the variationin trade, because of our earlier argumentthat products may not have been too differentiated in the nineteenth century, and since the common language dummy never enters our earlier specification with a statistically significant coefficient.12Using two-stage least squares, the magnitude of both point estimates increases but neither coefficient is statistically significant (Table 3, regression 3). However, a Hausmantest cannot reject the null hypothesis of exogeneity of the regressors (X2 = 0.07, p-value 1.00). Therefore,we find no conclusive evidence that an endogeneity bias explains our baseline parameterestimates. In our working paper we ran a number of other checks. We allowed for the possibility of a sample selection bias using a Heckman twostage estimator and we found that the coefficients on the monetary variables of interest increased in magnitude and were still highly statisticallysignificant.We also estimateda Tobit model to account for the potential sample selection and obtainedresults similarto those in the baseline regression. Moreover, we explored whether other variables we omitted from the baseline were biasing our coefficients or if the endogeneity of GDP was an issue. Last, we tested for the influence of outliers and corrected for autocorrelationin the errorterm.The results 351 from our baseline specificationare quite robust to potential specification problems. Virtually none of the checks we undertookin this subsection radically altered the qualitativeconclusions of our basic model: monetaryregimes are significantly associated with higher trade. IV. ConcludingRemarks In thispaperwe findstrongevidenceconsistent with the idea that monetaryregime choice had a largeimpacton patternsof tradein the firstperiod of globalization.Trade flows may have been nearly 30 percent larger when two countries adoptedthe gold standard.Some evidence suggests that monetaryunions are associated with levels of tradenearlytwo times higher.Combining these two effects, which was the case more often than not, suggests a very large association betweentradeand monetaryregimecoordination. With these results it is also possible to gauge the contributionof the gold standardto global integrationbefore 1913. How might trade have evolved without the rise of the classical gold standard(i.e., no regime switching having occurredafter 1870) or with no commoditymoney regime coordination?13 First we predictedtrade in such a counterfactualworld using our baseline point estimates. We then comparedit to the level of predictedtradegiven actualcommodity regime adherence.This reveals that the rise of the classical gold standardaccounts for perhaps 20 percent of the rise in global trade between 1880 and 1910. If each countryhad operatedits own fiat money throughout the period, trade might have been even slightly lower than this figure.All of this stronglysupportsthe idea that commodity money regime coordination and currencyunions were an importantcatalyst for nineteenth-centuryglobalization. REFERENCES Anderson,James E. "A TheoreticalFoundation for the GravityEquation."AmericanEconomic Review,March1979, 69(1), pp. 106-16. 12 The coefficients and their standarderrorsin parentheses in first-stagelinear regressions predictinggold standard coordination and monetary union adherence were 0.0000177 (0.000000193) and 0.088 (0.004) respectively; the F-statistics for zero-slopes were 83.87 and 460.77; the R-squaredvalues were 0.07 and 0.04. 13 Estevadeordal et al. 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