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Agricultural & Applied Economics Association



Exchange Rate Effects on the Relationship between FDI and Trade in the U.S. Food Processing
Industry
Author(s): Munisamy Gopinath, Daniel Pick and Utpal Vasavada
Reviewed work(s):
Source: American Journal of Agricultural Economics, Vol. 80, No. 5, Proceedings Issue (Dec.,
1998), pp. 1073-1079
Published by: Oxford University Press on behalf of the Agricultural & Applied Economics Association
Stable URL: http://www.jstor.org/stable/1244207 .
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EXCHANGE RATE EFFECTS ON THE RELATIONSHIP
      BETWEEN
            FDI                                AND TRADE IN THE U.S. FOOD
                                     PROCESSINGINDUSTRY

              MUNISAMY GOPINATH, DANIEL PICK, AND UTPAL VASAVADA




The effect of exchange rates on international                          vens), a majority of studies support the neg-
trade and, more specifically, on agricultural                          ative relationship between the dollar value and
trade flows has been documented by several                             FDI inflows into the United States (Caves,
studies.' Most studies agree that an appreci-                          Cushman 1985).
ation (depreciation) in the value of the U.S.                             The juxtaposition of these two strands of
dollar hurts (helps) U.S. agricultural exports.                        literature suggests that as the value of the dol-
An appreciation of the U.S. dollar raises the                          lar declines, exports increase and FDI out-
cost of U.S. products to foreign buyers and                            flows decrease. Effectively, FDI and trade
reduces their purchases.2 Although neglected                           may be substitutes and exchange rate move-
early on, the effect of exchange rate risk as                          ments can cause this substitution.4 In this ar-
measured by its volatility on trade flows was                          ticle, the exchange-rate-induced substitution
also found to be negative (Arize, Pick).                               hypothesis is tested for the U.S. food pro-
   Parallel to this literature were the devel-                         cessing industry, which presents an interest-
opment and testing of theories on the rela-                            ing case study. The composition of global ag-
tionship between exchange rates and foreign                            ricultural trade has shifted toward high-value
direct investment (FDI). Using an imperfect-                           processed food products, which account for
capital-market approach, Froot and Stein                               two-thirds of the $381 billion global trade in
demonstrated that exchange rate movements                              agricultural products and commodities (Hen-
affect the relative-wealth positions of coun-                          derson and Handy). The U.S. share in global
tries and thus have a systematic effect on                             agricultural trade has fallen from 22% to less
FDI.3 To the extent that foreigners own their                          than 15%, and processed foods account for
wealth in non-dollar-denominated forms, a                              less than 40% of total U.S. agricultural ex-
depreciation of the dollar increases the wealth                        ports for the period 1962-94 (Gehlhar and
position of foreigners relative to domestic                            Vollrath). However, the United States ac-
agents. This lowers foreigners' relative cost                          counted for six out of ten of the world's largest
of capital and allows them to bid more ag-                             food-processing (multinational) firms. In ad-
gressively for domestic assets (Froot and                              dition, sales by U.S.-owned food-processing
 Stein, p. 1194). While the empirical results of                       foreign affiliates are estimated to have reached
Froot and Stein have been questioned (Ste-                              $103 billion in 1994 (Neff et al.). Declining
                                                                       export shares and the increasing role of U.S.-
Munisamy Gopinath is an assistant professor in the Departmentof        owned multinational corporations (MNCs)
Agricultural and Resource Economics, Oregon State University.           suggest some degree of substitution in the
Daniel Pick is an economist in the Markets and Trade Economics
Division, Economic Research Service, U.S. Departmentof Agricul-
                                                                       food processing industry. This has been tested
ture. Utpal Vasavada is an economist in the Resource Economics          at the aggregate level and at the firm level.
Division, Economic Research Service, U.S. Departmentof Agricul-        For instance, Gopinath, Pick, and Vasavada
ture.
   Thanks to Andy Jerardo, Mark Gehlhar, and Alisa Livensperger
                                                                        found that exports and foreign sales by U.S.-
for their help in compiling the data. The authors benefited from       based multinational firms are substitutes.
helpful comments by John Beghin, Bruce Blonigen, and Tom Worth.            The purpose of this study is to test for the
   1'Some studies focused on nominal exchange rate effects (e.g.,
Chambersand Just), while others looked at real exchange rateeffects     effects of the real exchange rate and its vol-
(e.g., Cushman 1983, Batten and Belongia).                              atility on exports, outward FDI, and foreign
   2 As Schuh notes, a rise in the dollar value not only discourages
exports, but also exerts pressure on the domestic import-competing
industries (automobile, textile, and others).
                                                                         4 Lipsey provides a useful discussion on the effects of outward
   3 See Cushman (1985) and Caves for other studies on exchange
rate effects on FDI.                                                   FDI on the broader economy.

                                  Amer. J. Agr. Econ. 80 (Number 5, 1998): 1073-1079
                               Copyright 1998 American Agricultural Economics Association




                                       This content downloaded on Tue, 5 Mar 2013 02:03:17 AM
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1074      Number 5, 1998                                                                                      Amer. J. Agr. Econ.

affiliate sales by the U.S. food-processing in-                               FDI,
dustry. The relevant question is whether the                                    GNP o + P3ln Ri, + 321nVi, +
                                                                              GNPj -                                               P33
appreciation (depreciation) of the U.S. dollar
and its volatility has contributed to the ob-
served relationship between FDI and trade in                                  Foreign                       + ylln R, + y2ln Vi
                                                                                      Salesi, =
this industry. Besides underscoring the im-                                       GNP,
portance of the level and stability of exchange                                                         + Y"3 +
                                                                                                                    Uit
rates for trade and foreign investment, this
research has implications for policy, since ex-                       where i denotes country of destination and t
                                                                      denotes time. The value Rit, is the real ex-
panding trade and/or foreign investment can
bring about changes in the distribution of in-                        change rate between the ith country's curren-
come to those engaged in food processing in                           cy and the U.S. dollar, Vi, is the volatility of
the United States.                                                    the real exchange rate, and 7 is a time trend.
                                                                      The superscripts (e, f s) on the error terms
                                                                      (u) reflect the respective exports, FDI, and
                                                                      foreign sales equations.6
A Test of Exchange Rate Effects

Our test of the effects of exchange rates on                          Data Used in Empirical Estimation
exports, outward FDI, and foreign affiliate
sales is closely related to those carried out by                      Since developed countries account for more
Hooper and Kohlhagen (for exports), Froot                             than 75% of the total of 29 billion dollars of
and Stein, and Stevens (for FDI and foreign                           U.S. direct investment abroad in the food-pro-
sales). By maximizing the expected utility of                         cessing industry, our analysis focuses pri-
profits for both the exporter and the importer,                       marily on high-income countries for the pe-
with the transactions denominated in the re-                          riod 1982-95.7
spective currencies, Hooper and Kohlhagen                                The ten countries included in the analysis
derived the optimal quantity exported as a                            are Australia, Belgium, Canada, France, Ger-
function of income levels, factor costs, and                          many, Japan, the Netherlands, Italy, Spain,
real exchange rates and their volatility. Froot                       and the United Kingdom. Data on FDI vari-
and Stein argued that informational imperfec-                         ables were obtained from U.S. Department of
tions cause a divergence between external and                         Commerce. Annual estimates of the FDI po-
internal financing, with the former being more                        sition abroad for the food-processing industry
expensive. Hence, by systematically lowering                          (SIC 20) were available for the period 1982-
the wealth of domestic agents, a depreciation                         95 from the Bureau of Economic Analysis in
of the U.S. dollar can lead to foreign acqui-                         electronic form. Data on sales by majority-
sitions of domestic assets. They tested for this                      owned foreign affiliates were taken from the
effect by normalizing FDI inflows on U.S.                             annual U.S. Direct Investment Abroad: Op-
                                                                      erations of Parent Companies and their For-
gross national product (GNP) and regressing
it on real exchange rates.5                                           eign Affiliates for the 1982-95 period. The
   We present the following three equations to                        data on prices (unit values) and quantities of
test the effects of the real exchange rate and                        exports of processed food products were ob-
its volatility on exports, outward FDI, and for-                      tained from Foreign Agricultural Trade of the
                                                                       U.S., published by the Economic Research
eign affiliate sales by the U.S. (home country)                       Service of the U.S. Department of Agriculture
food processing industry. All three dependent
variables, exports, outward FDI, and foreign                          (ERS/USDA). Relative consumer price indi-
affiliate sales, in a host country are normalized                     ces (CPIs) and nominal exchange rates (for-
                                                                      eign currency per U.S. dollar) were obtained
by its GNP.

(1)                    = ao0+ aln R, + a21n Vi,                          6
                                                                           See Arize for a discussion on the pros and cons of various mea-
         Exportsi,                                                    sures of exchange rate volatility. Lothian and Taylor show that the
           GNP,
                                                                      real exchange rates are stationary. Although Froot and Stein do not
                                                                      offer an explanation for including the time trend, we assume that
                          +   (37 +                                   normalized exports, FDI, and foreign sales are stationary around a
                                       Ui,
                                                                      deterministic trend.
                                                                         7 Latin American countries make up most of the remaining 25%
  I A normalization
                     by GNP discounts FDI growth for income and       of the FDI in the food-processing industry. However, these countries
factor cost changes. Since GNP is the sum of the returnsto factors,   have undergone substantial currency depreciation, along with large
increases in factor prices are also reflected in GNP.                 inflation rates, which has greatly affected the quality of data.




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Gopinath,Pick, and Vasavada                                                                              ExchangeRate Effects             1075

Table 1. Pooled Regression Results on Exchange Rate Effects
                                                                       Real
                                                                     Exchange             Volatility
Equation                                Constant                       Rate               Measure             Trend            R2         d.f.
Export/GNP                               0.00014a               -0.000136a            -0.00003a            0.000004           0.89        136
                                         (31.1)                  (-15.2)                 (-4.11)              (0.31)
Foreign Sales/GNP                       0.0050a                      0.00029a         -0.00189a            0.00018a           0.17        136
                                         (2.72)                        (4.27)              (9.15)            (3.40)
FDI/GNP                               -0.00196a                      0.00116a         - 0.00092a           0.00008a           0.27        136
                                       (-3.30)                         (8.18)           (-29.6)              (2.38)
Note: Numbers in parentheses are t-values.
a
  Significant at the 5% level.



Table 2. Effect of Exchange Rates on (Normalized) U.S. Exports
                                                             Real
                                                         Exchange               Volatility
Countries                          Constant                Rate                 Measure                Trend         DWa        R2        d.f.
Australia                           0.0008                -0.0006b              0.00003            -0.00001          1.83      0.22        9
                                     (6.09)                (-2.32)               (0.83)             (-1.90)
Belgium                             0.0054                -0.0012b              0.00006            -0.00003          1.59      0.55        9
                                    (2.63)                 (-2.16)               (0.41)             (-1.56)
Canada                            -0.0026                   0.01558b        -0.0003b                 0.0002            1.82    0.88        9
                                  (- 1.14)                   (2.30)             (-1.49)               (1.64)
France                              0.0007                -0.0003b               0.00001           -0.00001            1.81    0.72        9
                                    (3.57)                 (-1.99)                (0.22)            (-5.05)
Germany                             0.0004                -0.00001              0.00003            -0.00001            1.78    0.35        9
                                     (1.48)                (-0.04)             (0.43)               (-1.44)
Italy                               0.0013                -0.00014b         -0.00004b                  0.00006       1.37      0.18        9
                                    (3.05)                 (-2.51)           (-2.44)                  (1.82)
Japan                               0.0005                  0.0001          -0.00002               -0.00001          2.60      0.37        9
                                    (1.01)                   (1.09)          (-0.78)                (-0.71)
The Netherlands                     0.0017                  0.0048b         -0.00005               -0.00023            1.79    0.94        9
                                    (1.16)                   (4.36)          (-0.13)                (-7.28)
Spain                               0.0012                -0.0002           -0.0001                  0.00001           1.18    0.67        9
                                     (1.48)                (-0.95)              (-0.97)                (1.00)
United Kingdom                    -0.0002                    0.00014        -0.00015b                  0.00004       2.12      0.60        9
                                  (-0.88)                     (0.31)         (-1.91)                    (1.64)
Note: Numbers in parentheses are t-values.
a Durbin-Watson statistic after
                                correcting for serial correlation.
"
  Significant at the 5% level.
SSignificant at the 10% level.



from the International Monetary Fund to de-                                 ported in tables 2-4. Recall that by normal-
rive the real exchange rates between the cur-                               izing on GNP, we account for both income
rencies of the ten countries listed above and                               effects and, possibly, changes in factor costs
the U.S. dollar. A moving twelve-month stan-                                in exports, outward FDI, and foreign affiliate
dard deviation of the relative changes in the                               sales.8
real exchange rate was used to represent its                                   Both Ri, and Vi, were replaced with their
volatility.                                                                 one-period lags, Ri,_1 and Vi,,_-,respectively,


Estimation and Results                                                        8 Overall, the U.S. dollar experienced lows as well as highs during
                                                                            the sample period. Beginning in the early 1980s, the value of the
Table 1 presents the results from the pooled                                dollar appreciated until 1985-86. The late 1980s and early 1990s
                                                                            saw the dollar fall in value. This pattern changed just after 1992,
time series and cross-section models, while                                 and since then, the value of the dollar has increased relative to most
the results for individual countries are re-                                other currencies.




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1076        Number 5, 1998                                                                               Amer. J. Agr. Econ.

Table 3. Effect of Exchange Rates on (Normalized) Outward FDI by U.S. Multinationals
                                                           Real
                                                         Exchange       Volatility
Countries                          Constant                Rate         Measure            Trend       DWa      R2    d.f.
Australia                           0.0025                 0.0121b      -0.0014c          -0.0002      1.96    0.21    9
                                    (0.76)                 (3.71)        (-1.54)          (-1.99)
Belgium                           -0.0292                 0.01008b      -0.0031b            0.0005     2.80    0.96    9
                                  (-3.17)                  (3.89)        (-4.47)            (5.51)
Canada                              0.0106                 0.0197b      -0.0007b          -0.0004      3.01    0.93    9
                                    (3.92)                 (3.24)        (-2.12)          (-3.94)
France                            -0.0049                  0.0040c        0.0002            0.00027    2.26    0.29    9
                                  (-0.88)                  (1.56)          (0.25)           (3.22)
Germany                           -0.0020                  0.0034b      -0.0008c            0.0003     2.40    0.77    9
                                  (-0.88)                  (2.01)        (-1.49)            (5.40)
Italy                             -0.0098                  0.0016c        0.00011         -0.00004     1.96    0.42    9
                                  (-1.47)                  (1.62)          (0.37)         (-0.18)
Japan                             -0.0023                  0.0005       -0.00004            0.00007    1.89    0.54    9
                                  (-0.97)                  (1.16)        (-0.41)            (2.31)
The Netherlands                     0.0136                 0.0029       -0.0003             0.0007     1.57    0.43    9
                                    (1.35)                 (0.29)        (-0.18)            (2.07)
Spain                             -0.0210                  0.0044b        0.0012            0.0004     1.95    0.67    9
                                  (-1.73)                  (1.93)          (1.38)           (2.93)
United Kingdom                      0.0066                 0.0062c      -0.0014b          -0.0001      2.66    0.75    9
                                    (2.57)                 (1.63)       (-2.56)           (-0.14)
Note: Numbers in parentheses are t-values.
a Durbin-Watson statistic after
                                correcting for serial correlation.
1
  Significant at the 5% level.
c
  Significant at the 10% level.




Table 4. Effect of Exchange Rates on (Normalized) Foreign Affiliate Sales by U.S.
Multinationals
                                                             Real
                                                           Exchange      Volatility
Countries                           Constant                 Rate        Measure              Trend     DWa     R2     d.f.
Australia                            0.0017                   0.0041b    -0.0001          -0.00008      1.99   0.35     9
                                     (1.08)                  (1.66)       (-0.25)           (-1.24)
Belgium                               0.035                -0.0006       -0.0005c           0.00013     2.61   0.81     9
                                     (1.07)                (-0.63)        (-2.82)             (2.88)
Canada                               0.00043                 0.0126c     -0.0004b           0.00002     2.59   0.73     9
                                     (0.23)                  (3.04)       (-1.43)             (0.35)
France                             -0.0020                   0.00114c    -0.00021           0.0001      2.08   0.79     9
                                   (-1.18)                   (1.83)       (-1.19)             (1.91)
Germany                              0.0002                  0.00027     -0.00004           0.00004     2.17   0.79     9
                                     (0.59)                   (0.83)      (-0.43)             (2.97)
Italy                              -0.00033                  0.00002       0.00008b         0.00012     1.90   0.59     8
                                   (-0.25)                    (0.10)         (1.78)           (1.99)
Japan                                0.00001                 0.00003     -0.00003           0.00001     1.89   0.55     9
                                     (0.02)                  (0.32)       (-1.02)             (2.01)
The Netherlands                    -0.0044                   0.0092c     -0.0003            0.0001      2.26   0.42     9
                                   (-0.80)                   (1.89)       (-0.35)             (0.71)
Spain                              -0.0009                   0.00053     -0.00022           0.00004     1.95   0.05     9
                                   (-0.41)                    (1.16)      (-0.79)             (1.52)
United Kingdom                     -0.0007                   0.0057c     -0.0012c           0.00020     2.37   0.86     9
                                   (-0.63)                    (2.93)      (-4.23)             (0.77)
Note: Numbers in parentheses are t-values.
a Durbin-Watson statistic after
                                correcting for serial correlation.
h Significant at the 10% level.
c
  Significant at the 5% level.




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Gopinath, Pick, and Vasavada                                                                      Exchange Rate Effects   1077

in order to account for the expectations as-                            of the real exchange rate and its stability for
sociated with exchange rates and their vola-                            agricultural trade flows.
tility. In the pooled model, we accounted for                              Real exchange rates have a positive effect
serial correlation, contemporaneous correla-                            on outward FDI and foreign sales by U.S.
tion between cross sections and heteroske-                              majority-owned multinational food compa-
dasticity by using two types of error struc-                            nies. That is, an appreciation of the U.S. dollar
tures. The Parks method specifies errors as:                            leads to an increase in outward FDI and the
                                                                        resulting foreign affiliate sales. Our reasoning,
(2)                        Uit = piUi,t1 +        Eit.                  which is in accord with Froot and Stein, is
                                                                        that an appreciation in the U.S. dollar increas-
This model assumes a first-order autoregres-                            es the wealth of U.S. food processors relative
sive error structure with contemporaneous                               to foreigners and allows them to bid aggres-
correlation between cross sections and was                              sively for foreign assets through FDI. As other
used to estimate the export equations. How-                             studies have documented, the volatility in real
ever, we used the Da Silva method for the                               exchange rates has a negative effect on both
foreign affiliate sales and FDI equation, which                         outward FDI and foreign sales. Consistent
specifies errors as:                                                    with our hypothesis, these results suggest that
                                                                        dollar appreciation has been a causal factor
                  + b, + eit,
(3)      uit = ai                                                       in the observed substitutability between FDI
where                                                                   and trade in the U.S. food-processing industry
                                                                        (Gopinath, Pick, and Vasavada).
         ei   =    oE, +    J1E,1        -.   .   +      Et-m.              The magnitudes of the above-mentioned ef-
This procedure is used to estimate a mixed-                             fects are also important. Note that the right-
variance-component moving average process                               hand side variables in the equations are in
for the errors. The moving average process of                           logarithms, while the left-hand side variables
order m for ei, should satisfy m - T - 1, where                         are shares in GNP of exports, outward FDI,
T is the total number of observations over                              and foreign sales for each country. By divid-
time. The order m was chosen to be three,                               ing the parameter estimates in table 1 by an
although the results did not vary much for m                            average of these shares (over all countries),
ranging from three to eight. This moving av-                            we obtain a measure of share elasticity. A 1%
erage process was chosen in addition to an                              rise in the real value of the U.S. dollar causes
error-component specification to account for                            a fall of 0.13% for normalized exports. In oth-
the possible lag involved in the FDI process                            er words, exports as a share of GNP fell by
leading to foreign affiliate sales. In the indi-                        0.13% for every 1% rise in the real value of
vidual country analysis, an OLS procedure                               U.S. dollar. Outward FDI and foreign sales as
was used to estimate the parameters of all                              shares of GDP expanded by 0.54% and
three equations after accounting for serial cor-                        0.04%, respectively, in response to a 1% in-
relation.                                                               crease in the real value of the U.S. dollar. The
   Most of the parameter estimates of equation                          negative effect of the real exchange rate on
(1) reported in table 1 are significant at the                          U.S. processed food exports is accompanied
1% level. The R2 for the export equation was                            by the rise in the foreign affiliate sales of U.S.
0.89, while that for the foreign sales and FDI                          majority-owned MNCs.
equations were 0.17 and 0.27, respectively,                                 Tables 2-4 report the parameter estimates
and similar in magnitude to those reported by                           for the normalized export, FDI, and foreign
Froot and Stein.9 The negative sign on the real                         sales equations for each of the ten countries.
exchange rate in the normalized export equa-                            This estimation, similar to that of Froot and
tion confirms the importance of real exchange                           Stein, was constrained by the available de-
rates in determining agricultural trade flows                           grees of freedom given the annual time series
(Batten and Beiongia, Pick). Moreover, the                              data for 1982-95. However, these results con-
negative effect of exchange rate volatility on                          firm earlier results from the pooled regres-
exports is consistent with previous studies as                           sions.
well. These results illustrate the importance                               The effect of the real exchange rate on ex-
                                                                        ports was negative and significant for five of
                                                                        the ten countries investigated (table 2). Of the
  9 As FDI and foreign sales are often outcomes of intangibles          rest, only one had a positive and significant
(knowledge capital, including trade secrets and brand names), it is
not surprisingthat exchange rates alone do not account for all of the   coefficient (Canada). Three countries showed
variation in these variables.                                            significant negative effects of real exchange




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1078   Number 5, 1998                                                                 Amer. J. Agr. Econ.

rate volatility on exports, while this effect was        focus of the current research is on the impact
insignificant for the other countries.                   of real exchange rates, it may be interesting
   Table 3 shows that in eight out of ten coun-          to incorporate these measures into future stud-
tries, the effect of the real exchange rate on           ies at a more disaggregated level.
foreign affiliate sales was positive and sig-               Nontraditional variables affecting FDI in-
nificant, as expected. In most countries, for-           clude environmental policy variables, mea-
eign affiliate sales were negatively affected            sures of degree of openness, and measures of
by the volatility of exchange rates. However,            riskiness of investment. For example, factors
this effect was significant for only five coun-          such as the quality of the legal system, cor-
tries. Similarly, the effect of the real exchange        ruption, presence of import restrictions, and
rate and its volatility on outward FDI was               currency convertibility may affect the deci-
positive and significant for about half of the           sion to invest abroad and sales by foreign af-
sampled countries (table 4). The results of the          filiates (Wheeler and Mody).
country-wise analysis, given the degrees of
freedom constraint, provide some support for
our pooled regression results (table 1).                 References
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FDI and trade. That is, the adverse effects of        Rev. Econ. and Statist. 67(1985):297-308.
real exchange rates on processed food exports Da Silva, J.G.C. "The Analysis of Cross-Sec-
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sales by U.S. majority-owned MNCs.                    Department of Statistics, North Carolina
   A key issue for the future is to test for the      State University, 1975.
relationship between FDI and trade at a more Froot, K.A., and J.C. Stein. "ExchangeRates and
disaggregated level for the U.S. food-pro-            Foreign Direct Investment: An Imperfect
cessing industry by including the possibility         CapitalMarketsApproach."Quart.J. Econ.
that farm and other product (intermediate) ex-         106(November 1991):1191-217.
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the aggregate level. Many other factors may           TradeCompetitivenessin ForeignMarkets."
potentially affect exports, FDI, and foreign          WashingtonDC: U.S. Departmentof Agri-
affiliate sales. For example, outward FDI may         culture, ERS Tech. Pap. No. 1854, 1997.
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but are not limited to, classical sources of          Economics of Foreign Direct Investmentand
competitiveness    such as wage rates, tax rates,     Trade with an Application to the U.S. Food
market size, and transport costs. While the           Processing Industry." Amer. J. Agr. Econ.,




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Gopinath,Pick, and Vasavada                                                            ExchangeRate Effects   1079

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    coming, 1998.                                            of Agriculture, ERS AER No. 742, 1996.
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Hooper, P, and S.W. Kohlhagen. "The Effects of               ricultural Trade Flows." Amer. J. Agr. Econ.
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     "U.S. Trade in Processed Foods." Global-                 vestment Location Decisions." J. Int. Econ.
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Exchange rate effects on the relationship between fdi and trade in the u.s. food processing

  • 1. Agricultural & Applied Economics Association Exchange Rate Effects on the Relationship between FDI and Trade in the U.S. Food Processing Industry Author(s): Munisamy Gopinath, Daniel Pick and Utpal Vasavada Reviewed work(s): Source: American Journal of Agricultural Economics, Vol. 80, No. 5, Proceedings Issue (Dec., 1998), pp. 1073-1079 Published by: Oxford University Press on behalf of the Agricultural & Applied Economics Association Stable URL: http://www.jstor.org/stable/1244207 . Accessed: 05/03/2013 02:03 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 support@jstor.org. . Agricultural & Applied Economics Association and Oxford University Press are collaborating with JSTOR to digitize, preserve and extend access to American Journal of Agricultural Economics. http://www.jstor.org This content downloaded on Tue, 5 Mar 2013 02:03:17 AM All use subject to JSTOR Terms and Conditions
  • 2. EXCHANGE RATE EFFECTS ON THE RELATIONSHIP BETWEEN FDI AND TRADE IN THE U.S. FOOD PROCESSINGINDUSTRY MUNISAMY GOPINATH, DANIEL PICK, AND UTPAL VASAVADA The effect of exchange rates on international vens), a majority of studies support the neg- trade and, more specifically, on agricultural ative relationship between the dollar value and trade flows has been documented by several FDI inflows into the United States (Caves, studies.' Most studies agree that an appreci- Cushman 1985). ation (depreciation) in the value of the U.S. The juxtaposition of these two strands of dollar hurts (helps) U.S. agricultural exports. literature suggests that as the value of the dol- An appreciation of the U.S. dollar raises the lar declines, exports increase and FDI out- cost of U.S. products to foreign buyers and flows decrease. Effectively, FDI and trade reduces their purchases.2 Although neglected may be substitutes and exchange rate move- early on, the effect of exchange rate risk as ments can cause this substitution.4 In this ar- measured by its volatility on trade flows was ticle, the exchange-rate-induced substitution also found to be negative (Arize, Pick). hypothesis is tested for the U.S. food pro- Parallel to this literature were the devel- cessing industry, which presents an interest- opment and testing of theories on the rela- ing case study. The composition of global ag- tionship between exchange rates and foreign ricultural trade has shifted toward high-value direct investment (FDI). Using an imperfect- processed food products, which account for capital-market approach, Froot and Stein two-thirds of the $381 billion global trade in demonstrated that exchange rate movements agricultural products and commodities (Hen- affect the relative-wealth positions of coun- derson and Handy). The U.S. share in global tries and thus have a systematic effect on agricultural trade has fallen from 22% to less FDI.3 To the extent that foreigners own their than 15%, and processed foods account for wealth in non-dollar-denominated forms, a less than 40% of total U.S. agricultural ex- depreciation of the dollar increases the wealth ports for the period 1962-94 (Gehlhar and position of foreigners relative to domestic Vollrath). However, the United States ac- agents. This lowers foreigners' relative cost counted for six out of ten of the world's largest of capital and allows them to bid more ag- food-processing (multinational) firms. In ad- gressively for domestic assets (Froot and dition, sales by U.S.-owned food-processing Stein, p. 1194). While the empirical results of foreign affiliates are estimated to have reached Froot and Stein have been questioned (Ste- $103 billion in 1994 (Neff et al.). Declining export shares and the increasing role of U.S.- Munisamy Gopinath is an assistant professor in the Departmentof owned multinational corporations (MNCs) Agricultural and Resource Economics, Oregon State University. suggest some degree of substitution in the Daniel Pick is an economist in the Markets and Trade Economics Division, Economic Research Service, U.S. Departmentof Agricul- food processing industry. This has been tested ture. Utpal Vasavada is an economist in the Resource Economics at the aggregate level and at the firm level. Division, Economic Research Service, U.S. Departmentof Agricul- For instance, Gopinath, Pick, and Vasavada ture. Thanks to Andy Jerardo, Mark Gehlhar, and Alisa Livensperger found that exports and foreign sales by U.S.- for their help in compiling the data. The authors benefited from based multinational firms are substitutes. helpful comments by John Beghin, Bruce Blonigen, and Tom Worth. The purpose of this study is to test for the 1'Some studies focused on nominal exchange rate effects (e.g., Chambersand Just), while others looked at real exchange rateeffects effects of the real exchange rate and its vol- (e.g., Cushman 1983, Batten and Belongia). atility on exports, outward FDI, and foreign 2 As Schuh notes, a rise in the dollar value not only discourages exports, but also exerts pressure on the domestic import-competing industries (automobile, textile, and others). 4 Lipsey provides a useful discussion on the effects of outward 3 See Cushman (1985) and Caves for other studies on exchange rate effects on FDI. FDI on the broader economy. Amer. J. Agr. Econ. 80 (Number 5, 1998): 1073-1079 Copyright 1998 American Agricultural Economics Association This content downloaded on Tue, 5 Mar 2013 02:03:17 AM All use subject to JSTOR Terms and Conditions
  • 3. 1074 Number 5, 1998 Amer. J. Agr. Econ. affiliate sales by the U.S. food-processing in- FDI, dustry. The relevant question is whether the GNP o + P3ln Ri, + 321nVi, + GNPj - P33 appreciation (depreciation) of the U.S. dollar and its volatility has contributed to the ob- served relationship between FDI and trade in Foreign + ylln R, + y2ln Vi Salesi, = this industry. Besides underscoring the im- GNP, portance of the level and stability of exchange + Y"3 + Uit rates for trade and foreign investment, this research has implications for policy, since ex- where i denotes country of destination and t denotes time. The value Rit, is the real ex- panding trade and/or foreign investment can bring about changes in the distribution of in- change rate between the ith country's curren- come to those engaged in food processing in cy and the U.S. dollar, Vi, is the volatility of the United States. the real exchange rate, and 7 is a time trend. The superscripts (e, f s) on the error terms (u) reflect the respective exports, FDI, and foreign sales equations.6 A Test of Exchange Rate Effects Our test of the effects of exchange rates on Data Used in Empirical Estimation exports, outward FDI, and foreign affiliate sales is closely related to those carried out by Since developed countries account for more Hooper and Kohlhagen (for exports), Froot than 75% of the total of 29 billion dollars of and Stein, and Stevens (for FDI and foreign U.S. direct investment abroad in the food-pro- sales). By maximizing the expected utility of cessing industry, our analysis focuses pri- profits for both the exporter and the importer, marily on high-income countries for the pe- with the transactions denominated in the re- riod 1982-95.7 spective currencies, Hooper and Kohlhagen The ten countries included in the analysis derived the optimal quantity exported as a are Australia, Belgium, Canada, France, Ger- function of income levels, factor costs, and many, Japan, the Netherlands, Italy, Spain, real exchange rates and their volatility. Froot and the United Kingdom. Data on FDI vari- and Stein argued that informational imperfec- ables were obtained from U.S. Department of tions cause a divergence between external and Commerce. Annual estimates of the FDI po- internal financing, with the former being more sition abroad for the food-processing industry expensive. Hence, by systematically lowering (SIC 20) were available for the period 1982- the wealth of domestic agents, a depreciation 95 from the Bureau of Economic Analysis in of the U.S. dollar can lead to foreign acqui- electronic form. Data on sales by majority- sitions of domestic assets. They tested for this owned foreign affiliates were taken from the effect by normalizing FDI inflows on U.S. annual U.S. Direct Investment Abroad: Op- erations of Parent Companies and their For- gross national product (GNP) and regressing it on real exchange rates.5 eign Affiliates for the 1982-95 period. The We present the following three equations to data on prices (unit values) and quantities of test the effects of the real exchange rate and exports of processed food products were ob- its volatility on exports, outward FDI, and for- tained from Foreign Agricultural Trade of the U.S., published by the Economic Research eign affiliate sales by the U.S. (home country) Service of the U.S. Department of Agriculture food processing industry. All three dependent variables, exports, outward FDI, and foreign (ERS/USDA). Relative consumer price indi- affiliate sales, in a host country are normalized ces (CPIs) and nominal exchange rates (for- eign currency per U.S. dollar) were obtained by its GNP. (1) = ao0+ aln R, + a21n Vi, 6 See Arize for a discussion on the pros and cons of various mea- Exportsi, sures of exchange rate volatility. Lothian and Taylor show that the GNP, real exchange rates are stationary. Although Froot and Stein do not offer an explanation for including the time trend, we assume that + (37 + normalized exports, FDI, and foreign sales are stationary around a Ui, deterministic trend. 7 Latin American countries make up most of the remaining 25% I A normalization by GNP discounts FDI growth for income and of the FDI in the food-processing industry. However, these countries factor cost changes. Since GNP is the sum of the returnsto factors, have undergone substantial currency depreciation, along with large increases in factor prices are also reflected in GNP. inflation rates, which has greatly affected the quality of data. This content downloaded on Tue, 5 Mar 2013 02:03:17 AM All use subject to JSTOR Terms and Conditions
  • 4. Gopinath,Pick, and Vasavada ExchangeRate Effects 1075 Table 1. Pooled Regression Results on Exchange Rate Effects Real Exchange Volatility Equation Constant Rate Measure Trend R2 d.f. Export/GNP 0.00014a -0.000136a -0.00003a 0.000004 0.89 136 (31.1) (-15.2) (-4.11) (0.31) Foreign Sales/GNP 0.0050a 0.00029a -0.00189a 0.00018a 0.17 136 (2.72) (4.27) (9.15) (3.40) FDI/GNP -0.00196a 0.00116a - 0.00092a 0.00008a 0.27 136 (-3.30) (8.18) (-29.6) (2.38) Note: Numbers in parentheses are t-values. a Significant at the 5% level. Table 2. Effect of Exchange Rates on (Normalized) U.S. Exports Real Exchange Volatility Countries Constant Rate Measure Trend DWa R2 d.f. Australia 0.0008 -0.0006b 0.00003 -0.00001 1.83 0.22 9 (6.09) (-2.32) (0.83) (-1.90) Belgium 0.0054 -0.0012b 0.00006 -0.00003 1.59 0.55 9 (2.63) (-2.16) (0.41) (-1.56) Canada -0.0026 0.01558b -0.0003b 0.0002 1.82 0.88 9 (- 1.14) (2.30) (-1.49) (1.64) France 0.0007 -0.0003b 0.00001 -0.00001 1.81 0.72 9 (3.57) (-1.99) (0.22) (-5.05) Germany 0.0004 -0.00001 0.00003 -0.00001 1.78 0.35 9 (1.48) (-0.04) (0.43) (-1.44) Italy 0.0013 -0.00014b -0.00004b 0.00006 1.37 0.18 9 (3.05) (-2.51) (-2.44) (1.82) Japan 0.0005 0.0001 -0.00002 -0.00001 2.60 0.37 9 (1.01) (1.09) (-0.78) (-0.71) The Netherlands 0.0017 0.0048b -0.00005 -0.00023 1.79 0.94 9 (1.16) (4.36) (-0.13) (-7.28) Spain 0.0012 -0.0002 -0.0001 0.00001 1.18 0.67 9 (1.48) (-0.95) (-0.97) (1.00) United Kingdom -0.0002 0.00014 -0.00015b 0.00004 2.12 0.60 9 (-0.88) (0.31) (-1.91) (1.64) Note: Numbers in parentheses are t-values. a Durbin-Watson statistic after correcting for serial correlation. " Significant at the 5% level. SSignificant at the 10% level. from the International Monetary Fund to de- ported in tables 2-4. Recall that by normal- rive the real exchange rates between the cur- izing on GNP, we account for both income rencies of the ten countries listed above and effects and, possibly, changes in factor costs the U.S. dollar. A moving twelve-month stan- in exports, outward FDI, and foreign affiliate dard deviation of the relative changes in the sales.8 real exchange rate was used to represent its Both Ri, and Vi, were replaced with their volatility. one-period lags, Ri,_1 and Vi,,_-,respectively, Estimation and Results 8 Overall, the U.S. dollar experienced lows as well as highs during the sample period. Beginning in the early 1980s, the value of the Table 1 presents the results from the pooled dollar appreciated until 1985-86. The late 1980s and early 1990s saw the dollar fall in value. This pattern changed just after 1992, time series and cross-section models, while and since then, the value of the dollar has increased relative to most the results for individual countries are re- other currencies. This content downloaded on Tue, 5 Mar 2013 02:03:17 AM All use subject to JSTOR Terms and Conditions
  • 5. 1076 Number 5, 1998 Amer. J. Agr. Econ. Table 3. Effect of Exchange Rates on (Normalized) Outward FDI by U.S. Multinationals Real Exchange Volatility Countries Constant Rate Measure Trend DWa R2 d.f. Australia 0.0025 0.0121b -0.0014c -0.0002 1.96 0.21 9 (0.76) (3.71) (-1.54) (-1.99) Belgium -0.0292 0.01008b -0.0031b 0.0005 2.80 0.96 9 (-3.17) (3.89) (-4.47) (5.51) Canada 0.0106 0.0197b -0.0007b -0.0004 3.01 0.93 9 (3.92) (3.24) (-2.12) (-3.94) France -0.0049 0.0040c 0.0002 0.00027 2.26 0.29 9 (-0.88) (1.56) (0.25) (3.22) Germany -0.0020 0.0034b -0.0008c 0.0003 2.40 0.77 9 (-0.88) (2.01) (-1.49) (5.40) Italy -0.0098 0.0016c 0.00011 -0.00004 1.96 0.42 9 (-1.47) (1.62) (0.37) (-0.18) Japan -0.0023 0.0005 -0.00004 0.00007 1.89 0.54 9 (-0.97) (1.16) (-0.41) (2.31) The Netherlands 0.0136 0.0029 -0.0003 0.0007 1.57 0.43 9 (1.35) (0.29) (-0.18) (2.07) Spain -0.0210 0.0044b 0.0012 0.0004 1.95 0.67 9 (-1.73) (1.93) (1.38) (2.93) United Kingdom 0.0066 0.0062c -0.0014b -0.0001 2.66 0.75 9 (2.57) (1.63) (-2.56) (-0.14) Note: Numbers in parentheses are t-values. a Durbin-Watson statistic after correcting for serial correlation. 1 Significant at the 5% level. c Significant at the 10% level. Table 4. Effect of Exchange Rates on (Normalized) Foreign Affiliate Sales by U.S. Multinationals Real Exchange Volatility Countries Constant Rate Measure Trend DWa R2 d.f. Australia 0.0017 0.0041b -0.0001 -0.00008 1.99 0.35 9 (1.08) (1.66) (-0.25) (-1.24) Belgium 0.035 -0.0006 -0.0005c 0.00013 2.61 0.81 9 (1.07) (-0.63) (-2.82) (2.88) Canada 0.00043 0.0126c -0.0004b 0.00002 2.59 0.73 9 (0.23) (3.04) (-1.43) (0.35) France -0.0020 0.00114c -0.00021 0.0001 2.08 0.79 9 (-1.18) (1.83) (-1.19) (1.91) Germany 0.0002 0.00027 -0.00004 0.00004 2.17 0.79 9 (0.59) (0.83) (-0.43) (2.97) Italy -0.00033 0.00002 0.00008b 0.00012 1.90 0.59 8 (-0.25) (0.10) (1.78) (1.99) Japan 0.00001 0.00003 -0.00003 0.00001 1.89 0.55 9 (0.02) (0.32) (-1.02) (2.01) The Netherlands -0.0044 0.0092c -0.0003 0.0001 2.26 0.42 9 (-0.80) (1.89) (-0.35) (0.71) Spain -0.0009 0.00053 -0.00022 0.00004 1.95 0.05 9 (-0.41) (1.16) (-0.79) (1.52) United Kingdom -0.0007 0.0057c -0.0012c 0.00020 2.37 0.86 9 (-0.63) (2.93) (-4.23) (0.77) Note: Numbers in parentheses are t-values. a Durbin-Watson statistic after correcting for serial correlation. h Significant at the 10% level. c Significant at the 5% level. This content downloaded on Tue, 5 Mar 2013 02:03:17 AM All use subject to JSTOR Terms and Conditions
  • 6. Gopinath, Pick, and Vasavada Exchange Rate Effects 1077 in order to account for the expectations as- of the real exchange rate and its stability for sociated with exchange rates and their vola- agricultural trade flows. tility. In the pooled model, we accounted for Real exchange rates have a positive effect serial correlation, contemporaneous correla- on outward FDI and foreign sales by U.S. tion between cross sections and heteroske- majority-owned multinational food compa- dasticity by using two types of error struc- nies. That is, an appreciation of the U.S. dollar tures. The Parks method specifies errors as: leads to an increase in outward FDI and the resulting foreign affiliate sales. Our reasoning, (2) Uit = piUi,t1 + Eit. which is in accord with Froot and Stein, is that an appreciation in the U.S. dollar increas- This model assumes a first-order autoregres- es the wealth of U.S. food processors relative sive error structure with contemporaneous to foreigners and allows them to bid aggres- correlation between cross sections and was sively for foreign assets through FDI. As other used to estimate the export equations. How- studies have documented, the volatility in real ever, we used the Da Silva method for the exchange rates has a negative effect on both foreign affiliate sales and FDI equation, which outward FDI and foreign sales. Consistent specifies errors as: with our hypothesis, these results suggest that dollar appreciation has been a causal factor + b, + eit, (3) uit = ai in the observed substitutability between FDI where and trade in the U.S. food-processing industry (Gopinath, Pick, and Vasavada). ei = oE, + J1E,1 -. . + Et-m. The magnitudes of the above-mentioned ef- This procedure is used to estimate a mixed- fects are also important. Note that the right- variance-component moving average process hand side variables in the equations are in for the errors. The moving average process of logarithms, while the left-hand side variables order m for ei, should satisfy m - T - 1, where are shares in GNP of exports, outward FDI, T is the total number of observations over and foreign sales for each country. By divid- time. The order m was chosen to be three, ing the parameter estimates in table 1 by an although the results did not vary much for m average of these shares (over all countries), ranging from three to eight. This moving av- we obtain a measure of share elasticity. A 1% erage process was chosen in addition to an rise in the real value of the U.S. dollar causes error-component specification to account for a fall of 0.13% for normalized exports. In oth- the possible lag involved in the FDI process er words, exports as a share of GNP fell by leading to foreign affiliate sales. In the indi- 0.13% for every 1% rise in the real value of vidual country analysis, an OLS procedure U.S. dollar. Outward FDI and foreign sales as was used to estimate the parameters of all shares of GDP expanded by 0.54% and three equations after accounting for serial cor- 0.04%, respectively, in response to a 1% in- relation. crease in the real value of the U.S. dollar. The Most of the parameter estimates of equation negative effect of the real exchange rate on (1) reported in table 1 are significant at the U.S. processed food exports is accompanied 1% level. The R2 for the export equation was by the rise in the foreign affiliate sales of U.S. 0.89, while that for the foreign sales and FDI majority-owned MNCs. equations were 0.17 and 0.27, respectively, Tables 2-4 report the parameter estimates and similar in magnitude to those reported by for the normalized export, FDI, and foreign Froot and Stein.9 The negative sign on the real sales equations for each of the ten countries. exchange rate in the normalized export equa- This estimation, similar to that of Froot and tion confirms the importance of real exchange Stein, was constrained by the available de- rates in determining agricultural trade flows grees of freedom given the annual time series (Batten and Beiongia, Pick). Moreover, the data for 1982-95. However, these results con- negative effect of exchange rate volatility on firm earlier results from the pooled regres- exports is consistent with previous studies as sions. well. These results illustrate the importance The effect of the real exchange rate on ex- ports was negative and significant for five of the ten countries investigated (table 2). Of the 9 As FDI and foreign sales are often outcomes of intangibles rest, only one had a positive and significant (knowledge capital, including trade secrets and brand names), it is not surprisingthat exchange rates alone do not account for all of the coefficient (Canada). Three countries showed variation in these variables. significant negative effects of real exchange This content downloaded on Tue, 5 Mar 2013 02:03:17 AM All use subject to JSTOR Terms and Conditions
  • 7. 1078 Number 5, 1998 Amer. J. Agr. Econ. rate volatility on exports, while this effect was focus of the current research is on the impact insignificant for the other countries. of real exchange rates, it may be interesting Table 3 shows that in eight out of ten coun- to incorporate these measures into future stud- tries, the effect of the real exchange rate on ies at a more disaggregated level. foreign affiliate sales was positive and sig- Nontraditional variables affecting FDI in- nificant, as expected. In most countries, for- clude environmental policy variables, mea- eign affiliate sales were negatively affected sures of degree of openness, and measures of by the volatility of exchange rates. However, riskiness of investment. For example, factors this effect was significant for only five coun- such as the quality of the legal system, cor- tries. Similarly, the effect of the real exchange ruption, presence of import restrictions, and rate and its volatility on outward FDI was currency convertibility may affect the deci- positive and significant for about half of the sion to invest abroad and sales by foreign af- sampled countries (table 4). The results of the filiates (Wheeler and Mody). country-wise analysis, given the degrees of freedom constraint, provide some support for our pooled regression results (table 1). References Arize, A.C. "Conditional Exchange Rate Vola- Issues and Implications for tility and the Volume of Foreign Trade:Ev- Future Research idence from Seven Industrialized Coun- tries." S. Econ. J. 64(July 1997):235-54. The relationship between FDI and trade has Batten, D.S., and M.T.Belongia. "MonetaryPol- been addressed theoretically and empirically. icy, Real Exchange Rates and U.S. Agricul- Researchers agree on a substitution relation- tural Exports."Amer. J. Agr. Econ. 68(May ship along direct product lines. However, con- 1986):422-27. ceptual and empirical studies have shown that Caves, R.E. "Exchange Rate Movements and a complementary relationship exists for sev- Foreign Direct Investment in the United eral reasons. First, foreign opportunities/mar- States." The Internationalization the U.S. of kets are not fixed. Second, exports of the same Markets,D.R. Audretschand M.P. Claudon, product may fall, but more intermediate inputs ed. pp. 199-229. New York:New YorkUni- may be exported from the home country. Fi- versity Press, 1990. nally, if the technology is different between Chambers,R.G., and R.E. Just. "Effects of Ex- home and host countries, it is possible for both change Rate Changeson U.S. Agriculture: A FDI and trade to expand together. Dynamic Analysis." Amer. J. Agr. Econ. In the U.S. food-processing industry, a sub- 63(February1981):32-46. stitution relationship between FDI and trade Cushman,D.O. "The Effects of Exchange Rate has been identified previously by Gopinath, Risk on InternationalTrade." J. Int. Econ. Pick, and Vasavada. In this study, real ex- 15(1983):45-63. change rates have been shown to be a causal . "Real Exchange Rate Risk, Expectations, factor in this apparent substitution between and the Level of ForeignDirectInvestment." FDI and trade. That is, the adverse effects of Rev. Econ. and Statist. 67(1985):297-308. real exchange rates on processed food exports Da Silva, J.G.C. "The Analysis of Cross-Sec- are accompanied by a rise in foreign affiliate tional Time Series Data." PhD dissertation, sales by U.S. majority-owned MNCs. Department of Statistics, North Carolina A key issue for the future is to test for the State University, 1975. relationship between FDI and trade at a more Froot, K.A., and J.C. Stein. "ExchangeRates and disaggregated level for the U.S. food-pro- Foreign Direct Investment: An Imperfect cessing industry by including the possibility CapitalMarketsApproach."Quart.J. Econ. that farm and other product (intermediate) ex- 106(November 1991):1191-217. ports may compensate for the substitution at Gehlhar,M.J., and T. Vollrath."U.S. Agricultural the aggregate level. Many other factors may TradeCompetitivenessin ForeignMarkets." potentially affect exports, FDI, and foreign WashingtonDC: U.S. Departmentof Agri- affiliate sales. For example, outward FDI may culture, ERS Tech. Pap. No. 1854, 1997. be affected by a host of factors. These include, Gopinath, M., D. Pick, and U. Vasavada. "The but are not limited to, classical sources of Economics of Foreign Direct Investmentand competitiveness such as wage rates, tax rates, Trade with an Application to the U.S. Food market size, and transport costs. While the Processing Industry." Amer. J. Agr. Econ., This content downloaded on Tue, 5 Mar 2013 02:03:17 AM All use subject to JSTOR Terms and Conditions
  • 8. Gopinath,Pick, and Vasavada ExchangeRate Effects 1079 International Agricultural Trade Research Henderson, C.R. Handy, and S.A. Neff, eds., Consortium, University of Minnesota, forth- pp. 25-65 Washington DC: U.S. Department coming, 1998. of Agriculture, ERS AER No. 742, 1996. Henderson, D.R., and C. Handy. "International Parks, R.W. "Efficient Estimation of a System of Dimensions of the Food Marketing System." Regression Equations when Disturbances are Food and Agricultural Markets: The Quiet both Serially and Contemporaneously Cor- Revolution. L.P. Schertz and L.M. Daft, eds. related." J. Amer. Statist. Assoc. 62(1967): pp. 166-95, Washington DC: National Plan- 500-9. ning Association, 1994. Pick, D.H. "Exchange Rate Risk and U.S. Ag- Hooper, P, and S.W. Kohlhagen. "The Effects of ricultural Trade Flows." Amer. J. Agr. Econ. Exchange Rate Risk and Uncertainty on the 72(August 1990):694-99. Prices and Volume of Trade." J. Int. Econ. Schuh, E. G. "The Exchange Rate and U.S. Ag- 8(1978):483-511. riculture." Amer J. Agr. Econ. 56(February International Monetary Fund. International Fi- 1974):1-13. nancial Statistics. Washington DC. 1982- Stevens, G.V.G. "Exchange Rates and Foreign 1995. Direct Investment: A Note." J. Policy Mod. Lipsey, R.E. "Outward Direct Investment and 20(June 1998):393-401. U.S. Economy." Working Paper No. 4691, U.S. Department of Agriculture, Economic Re- National Bureau of Economic Research, search Service. Foreign Agriculture Trade of Cambridge MA, 1994. the United States, 1982-1995. Lothian, J.R., and M.P. Taylor. "Real Exchange U.S. Department of Commerce, Bureau of Eco- Rate Behavior: The Recent Float from the nomic Analysis. U.S. Direct Investment Perspective of the Past Two Centuries." J. Abroad, Operations of Parent Companies Polit. Econ. 104(June 1996):488-509. and Their Affiliates, 1982-1995. Neff, S., M. Harris, M. Malonoski, and E Ruppel. Wheeler, D., and A. Mody. "International In- "U.S. Trade in Processed Foods." Global- vestment Location Decisions." J. Int. Econ. ization of the Processed Food Markets. D.R. 33(August 1992):57-76. This content downloaded on Tue, 5 Mar 2013 02:03:17 AM All use subject to JSTOR Terms and Conditions