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Title: Foreign Direct Investment in Cambodia and Cambodia Trade:
Substitutes or Complements?
Author’s name: NEAK Samsen
Author’s affiliation: Researcher, Economic Institute of Cambodia
Graduated from Graduate School of International Cooperation
Studies (GSICS), Kobe University, Japan
Mailing address: NEAK Samsen, Researcher
Economic Institute of Cambodia
Room 234, Phnom Penh Center, Corner Street 274&3, Tonle
Bassac, Phnom Penh, Cambodia
P.O. Box: 1008
Phone: (+855) 23 987 941
Fax: (+855) 23 987 942
Mobile phone: (+855) 12 601 637
Email: samsen.neak@eicambodia.org
Abstract
Theoretical arguments of FDI and trade relationship suggest that foreign direct investment
complements to or substitutes for trade. However, the majority of empirical attempts found
complementary relationship. Using gravity model of bilateral trade from the investigation of
host Cambodia, this study also found complementarity.
Key Words: Foreign Direct Investment, Trade, Cambodia, Gravity Model
2
1. Introduction
Foreign Direct Investment (FDI) and international trade have been widely studied for
a long time, yet they have been disjointed. It is until 1957 when Robert Mundell showed
perfect substitution relationship between FDI and trade under his well-known article “factor
mobility and commodity trade.” Following Mundell’s work, there are significant number of
scholars attempted to observe the relationship between FDI and trade. However, majority of
them points out contradictory prediction to Mundell’s claim.
Since Cambodia adopted full free market economy in 1993, the country has
established pro-foreign-investor policies through promulgation of investment laws,
establishment of special promotion zone (SPZ), conducting yearly private sector-government
forum, encouragement in forming business association, signing bilateral trade and investment
promotion agreements with partner countries, and so on. At the same time, export and import
activities have expanded rapidly. It has been questioning of any interaction between FDI
inflow and trade. Hence, this study aims to examine empirically the link between inward FDI
and trade (export and import) in commodity from the investigation of host Cambodia. In
other words, does inward FDI increase or decrease Cambodia’s commodity trade?
To address the above objective, gravity model of bilateral trade, which its
application has been widely seen in many empirical analyses, is employed to test the
relationship. The author also develop theoretical framework to support the regression
equation. Furthermore, TSP software package is used in running regression.
This paper is divided into five sections. Section two reviews the existing theory of the
relationship between FDI and trade. Section three discusses previous empirical findings.
Section four gives evidence of effects of FDI on trade. Section five draws conclusion.
2. Literature Review on the Relationship between Foreign Direct Investment and Trade
2.1 Theories Predict Substitution Relationship
To analyze the relationship between FDI and trade, many scholars based on
traditional but powerful framework of Heckcher-Ohlin model (H-O). This practice was
pioneered by Robert Mundell in 1957 when he claimed capital movements are perfect
substitute for commodity trade. He noted that if there are trade impediments (tariffs or other
barriers), different abundant factors in each will determine relative prices between countries.
Thus, factor mobility will lead to reduction in price differences and finally to eliminate trade.
His assertion was backed by Markusen and Maskus (2001) whose study used different
approach.1
Their conclusion is that oversea production would substitute for trade if countries
(home and host) are quite similar, and if trade costs are moderate to high as well as if
countries grow in total income.
2.2 Theories Predict Complementary Relationship
There are two main groups who used two different approaches to explain FDI and
trade complementary relationship. One group used H-O model: Schmitz and Helmberger
1
Their study used industrial to trade approach. This approach lays on the question of mode of entry:
transnational corporation serves foreign market by exports or by setting up production?
3
(1970), Purvis (1972), Markusen (1997), and Baldwin & Ottaviano (2001) are among leading
theorists. They concluded complementary relationship after relaxing the assumption of
identical production function or assuming identical labor and capital but differing in
technology or endowing with only labor within H-O framework. Another group used firm
behavior approach: Markusen (1983), Helpman (1984), Markusen, Venables, Konan and
Zhang (1996). This approach confirmed complementarity occurs mostly under vertical
integration strategy of multinationals. Despite two different ways of explanation, they
reached the same conclusion: FDI complements to trade.
2.3 Theories Predict Either Substitution Relationship or Complementary Relationship
There are some scholars who suggest that FDI can either complement to or substitute
for trade. For example, Kojima (1973, 1978, 1982, 1985), from macro-economic approach,
concluded that FDI creates trade if they move from comparative disadvantageous industries
in home country to comparative advantages in host country. However, if they move from
comparatively advantageous industry in home country to comparatively advantageous
industry in host country, they will destroy trade. Similar to Kojima, Snider (1979) asserted,
from the facts in the real world, factor mobility and trade partially substitute due to
institutional or natural restrictions of factors of productions of land, labor and capital.
Furthermore, although factor movement eliminates trade it simultaneously creates new fields
of trade. Capital flows to recipient countries result in increasing real incomes, which creates
new demand in terms of bigger volume and greater composition of goods and services.
From the above-mentioned theoretical summary, whether FDI and trade are
substitutes or complements depend upon four main reasons: (1) strategy of transnational
corporations, (2) the policies of the host and home countries, (3) stage of developments and
factor endowments of host country, and (4) type of sector. First main reason, from the
behavior of transnational corporations, if corporations expand production operation in a host
country in order to gain better access to that host country market, that FDI will decrease trade
(horizontal FDI). On the other hand, if the corporations invest in a host country in order to
gain cost advantages, that FDI will increase trade (vertical FDI). Second main reason,
whether FDI-trade has positive or negative relationship relies on export-promotion or import-
substitution policies of sending and recipient countries. Third main reason, less important but
relevant condition is development stage and factor endowment. Operations of decreased-trade
corporations have often found in developed and/ or high income or big market size
economies whereas increased-trade FDI operates in developing countries with natural
resource endowment or labor abundance. Last, the sectors of FDI that have taken place also
determine the FDI-trade relationship. FDI which involves in primary and secondary sectors is
likely to create trade while presence of FDI in service sector displaces trade.
3. Review of Previous Empirical Findings on the Relationship between FDI and Trade
3.1 Outward Foreign Direct Investment and Home Country Exports
Lipsey and Weiss (1981) studied relationship among the U.S. and foreign affiliate
activities in a market and exports to that market by the U.S. and foreign firms. Using cross-
sectional data for the U.S. and other 13 major exporting countries in 14 industries of
manufacturing sector, they found both complementarity and substitutability. The U.S. affiliates
activities were positively associated with exports from U.S. but negatively associated with
4
exports from rival countries. It is the same finding in the case of foreign affiliates and their
exports.
Three years later, in 1984 Lipsey and Weiss conducted another empirical study to
examine more specifically the effect of foreign production on exports of parent firms by
using unpublished data obtained from the U.S. Department of Commerce. They found that
foreign production by a firm did not substitute for exports by that firm to the area in which
the production had taken place. Instead, the higher the production of a firm in one country,
the more exports from that parent firm to host country. Strongest positive relationship applied
not only between foreign production and intermediate goods for further processing but also
between foreign production and finished goods.
Complementary evidence was also asserted by Blomström, Lipsey and Kulchycky
(1988) who examined the effect of foreign production on home country exports, based on
Swedish and U.S. data. Using cross-section firm-level data (1978 for Sweden and 1982 for
United States), they found that foreign direct investment complements to export sales.
Nonetheless, the result suggested that overseas production has no effect on the home country
exports at all for the case of Sweden, but has some effects for the case of the U.S.
Another positive finding was obtained from an analysis of Pfaffermayr (1995) who
investigate empirically from Austrian FDI outward flows to recipient countries and the
exports of Austrian manufacturing to those markets. Using times-series cross-section of seven
industries dataset over a period of 13 years, the study found no evidence to support
substitution relationship.
More recently, Fors and Kokko (2001) studied outward FDI effects on home country
exports by analyzing the structural changes in home country production. Using firm-level
data for 30 Swedish MNCs for the period 1986-1994, they found large structural changes in
the Swedish MNCs after those firms expanded their oversea production operations. Moreover,
there was no evidence to show that overseas productions reduced exports from Sweden. The
reason is the decreasing in exporting finished goods exports was replaced by increasing in
exporting intermediate goods.
Another recent study of outward FDI and home country exports was examined by
Head and Ries (2001). Using panel data of 932 Japanese manufacturing firms over 25 years,
they found net complementary effect. In other words, firms that supply intermediate inputs to
oversea affiliates can increase their exports. In contrast, firms that do not export intermediate
inputs to supply oversea production facilities cannot increase their exports. Instead, oversea
affiliates eliminate exports from parent firms. Thus, outward FDI stimulate exports through
exporting of intermediate inputs only; it does not rise in exporting of finished goods.
Another more recent analysis for Swedish case was conducted by Swedenborg in
2001. Using Swedish firm level data for the period of 1965-1994, she found net
complementary relationship between parent-company exports and foreign production sales.
More specifically, she found that there was a weak negative effect on exports of nonaffiliated
firms. However, this negative impact has been offset by a strong positive effect on exports to
manufacturing affiliates.
5
However, Svensson’s empirical analysis (1996) on Swedish case found different
results. The study, by using Swedish firm level data for the period of 1974-1990, found net
negative effect of foreign production on parent firm exports. The impact, however, is mixed.
Oversea production substitutes for exports of finished goods but complements to parent
exports of intermediate goods. Moreover, the strong substitution effect was found particularly
in third markets because exports by parents are replaced by oversea production exports.
A recent empirical study done by Gopinath, Pick and Vasavada (1999) of outward
FDI and exports from home country also found substitution relationship. It examined the
effect of foreign sales of foreign-based U.S. firms in the U.S processed food industry on
exports from U.S. by using panel data for the period of 1982-1994 across ten high income
countries. The reason that FDI substitutes for export is due to the host country protection
policies in favor of foreign investors to establish import-substitution industries.
3.2 Inward Foreign Direct Investment and Host Country Trade
Helleiner (1973) is probably among pioneering writers who investigated FDI-trade
relationship empirically although he did not mention explicitly complementarity or
substitutability. He only claimed there was a close link between international trade and
foreign direct investment by taking the observation of trade activities and operations of
multinational firms in manufactured goods in less-developed and developed countries.
Clearer empirical evidence was provided by Naya and Ramstetter (1992) who
examine trade and FDI in Asia and Pacific countries. Despite their strict definition of
complementarity and substitutability, they still found complementary relationship.2
One more empirical study in East Asians was elaborated by Lin (1995) who examined
the effect of inward and outward FDI between Taiwan and four ASEAN countries: Indonesia,
Malaysia, the Philippines and Thailand. Using time series data for a period of 1986-1992
across these four partner countries, the study found that outward FDI from Taiwan had
significant positive effect on both exports to and imports from those four host countries, but
inward FDI to Taiwan found no positive effect on neither exports to nor imports from those
four host countries.
Another contribution to positive evidence of FDI effect on trade was made by Chen
(1997). Using cross-sectional of trade between provinces of China and 101 trading partners
across 1987, 1989, 1991 and 1993, he found positive correlation for all four years.
More recent investigation in East Asia countries was done by Fukao, Ishido, Ito, and
Yoshiike in 2002. They studied FDI and vertical intra-industry trade in East Asia. Using
bilateral intra-industry trade of Japan and her 43 major trading partners for the period from
1988 to 2000 in the electrical machinery industry, they found FDI played a significant role in
the rapid increase of vertical intra-industry trade.
4. Econometric Analysis
2
They defined FDI complements to trade if increasing in capital stock results in increasing in the volume of
trade through stimulation of importable consumption and exportable productions. FDI substitutes for trade if
increasing in capital stock results in increasing in volume of trade through stimulation of importable production
and exportable consumption.
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4.1 Definition of “substitutability” and “complementarity”
It is necessary to define clearly what is meant by substitution and complementary
relationship as most of the theoretical and empirical studies have done. Hence, through this
regression analysis, the concept of “substitutability” and “complementarity” between FDI and
commodity trade will follow quantitative sense that has been used extensively in doing
empirical studies. FDI and Goods trade are complements if increasing in the level of FDI
stock leads to increasing in the volume of trade. On the other hand, FDI and Goods trade are
substitutes if increasing in the level of FDI stock leads to decreasing in the volume of trade.
4.2 The Gravity Model in Analyzing FDI-trade Relationship
4.2.1 The Conceptual Framework, Model and Variable Specification
Many applications of gravity model have been used to investigate factors affect trade.
However, in this study, the author is trying to add one more independent variable -FDI- to see
how this factor gives impact on trade. The inclusion of FDI variable in gravity model was
found in Frankel (1993) and Chen (1997).
The general concepts of gravity model of bilateral trade states that trade between
countries are affected by their economic sizes, income level, transaction and communication
costs (distance, adjacency, cultural similarities) and a set of facilitating or restrictive factors
(Frankel, 1993 , Rivera-Batiz& Oliva, 2003). 3
GDP, per capita GDP, distance between countries are used to be proxies for economic
size, income level and transaction cost respectively. Facilitating or restrictive factors are
proxy by adjacent, regional bloc, preferential and trade arrangement. Therefore, regression
equation of FDI-trade relationship is:
cjcjcj
jcjcjcj
jcjccj
uTBTAGREEMENPREFERENCE
ASEANADJACENTFDIDISTANCE
PCGDPPCGDPGDPGDPBT
+++
++++
++=
)()(
)()()log()log(
)*log()*log()log(
87
6543
21
ββ
ββββ
ββα
cjBT = Total trade between Cambodia and country j. In other words, sum of exports
from Cambodia to country j and imports of Cambodia from country j
=jc GDPGDP , Gross Domestic Product of Cambodia and country j
=jc PCGDPPCGDP , Per capita Gross Domestic Product of Cambodia and country j
cjDIST = Distance from Cambodia to country j
cjFDI = Accumulated FDI stock invested by country j in Cambodia
3
Due to US dollarization of Cambodian economy since early 1990s, exchange rate, which is a major influential
variable on trade, was not examined in this regression model.
7
=cjADJACENT Dummy variable for country j shares border with Cambodia
=jASEAN Dummy variable for country j if it is a member of ASEAN
=cjPREFERENCE Dummy variable for preferential arrangement between Cambodia
and country j
=cjTBTAGREEMEN Dummy variable for bilateral trade agreement between Cambodia and
country j
ijU = stochastic disturbance
8,7654321 ,,,,,,, ββββββββα and = regression parameters
Explanation of each variable and its specification, sources of data and expected result
are presented in table 1 in appendix. Table 2 indicates all countries that have trade
agreements and preferential arrangements with Cambodia. A list of 29 trading partners with
names of capital cities is shown in table 3 in appendix.
4.2.2 Sample Size and Data
Due to unavailability of product level and industry level dataset, the author use
aggregate country level data from 1994 to 2002 across 29 trading partners. The partners
consist of both developed and developing countries over the world (Table 3 in appendix).
Total volume of bilateral trade, exports and import are calculated in million USD at
current price. Data for the period of 1994-2002 was retrieved from Direction of Trade
Statistics CD-ROM 2003 published by the International Monetary Fund.
Gross Domestic Product is in Billion USD at 1995 constant price. We obtained from
World Development Indicator CD-ROM 2003. However, this time-series data provides us
until 2001 only. We supplement data set for 2002 by using World Bank statistical database.
Per capita Gross Domestic Product is in USD at 1995 constant price. Data is retrieved
World Development Indicator CD-ROM 2003 for the period of 1994-2001. For 2002, the
author divided real GDP in 2002 by population in 2002 for each country in our sample.
Data on distance is in hour by sea retrieved from Great Circle Distance between Cities
webpage. It is calculated between capital city of Cambodia, Phnom Penh, and the capital
cities of 29 trading partners.
Foreign Direct Investment is in million USD. It is inward investment stock from
investing countries to Cambodia. Full set of data was obtained from Foreign Direct
Investment Database of World Investment Directory on-line which is accessible at the United
Nations Conference on Trade and Development web site. Using investment stock rather than
investment flows is commonly found in empirical studies of FDI-trade relationship. However,
there are two disadvantages of using book value of investment stock in nominal terms. One
8
disadvantage is that data is always recorded in registered capital when investment projects
have been approved. They can not be interpreted as stock of capital in an economic sense
because some investment projects have not been carried out. Another problem is that the
investment stock is affected by exchange rate and inflation rate.
ADJACENT are countries next to Cambodia; they are Laos, Thailand and Vietnam.
Laos has not invested any capital in Cambodia, so the researcher excludes it in his sample
ASEAN is the Association South East Asian Nations. Besides Cambodia, the other
members are Brunei, Indonesia, Laos, Malaysia, Myanmar, the Philippines, Singapore,
Thailand and Vietnam. However, the sources countries that have invested in Cambodia are
only Indonesia, Malaysia, the Philippines, Singapore, Thailand and Vietnam. Hence, Brunei,
Laos and Myanmar are not included in his observation.
4.2.3 Regression Result and Interpretation
Using ordinary least squares (OLS) panel regression analysis. The regression results
reported in table 4 in appendix is interpreted as follows:
(i) The coefficient on the log of GDP is around 1.028. This means that when GDPs of
Cambodia and her trading partner rise one per cent, the trade volume between
Cambodia and her trading partners will also increase 1.028 per cent;
(ii) The coefficient for log of PCGDP is negative which is contrasted the expectation.
However, it is statistically insignificance;
(iii) The coefficient on the log of distance is -2.09. It means that when distance
between Cambodia and her trading partners is higher by one per cent, the trade
between them falls by about 2.09 per cent;
(iv) Another coefficient which is the central attempts to this analysis is 0.17. It is
slightly positive correlation between FDI and trade. It can be interpreted that
rising in FDI from host countries by one per cent will result in increasing in trade
0.17 per cent between Cambodia and those host countries;
(v) ADJACENT and PREFERENCE that are statistically significance at 1% level
have positive signs. Therefore, Cambodia tends to have substantial trade with
neighboring countries and with preferential arrangement countries than other
countries; and
(vi) It is surprising that bilateral agreement and being a member of ASEAN do not
play positive roles in increasing trade between Cambodia and those partners. They
are statistically insignificance.
9
5. Conclusion
In this paper the author, using aggregate country level data, tries to investigate
empirically how inward FDI to Cambodia affects the country trade. He found FDI has
positive impact on trade. It implies that increasing in level of FDI inflows from source
countries to Cambodia will lead to increasing in volume of trade between Cambodia and
those source countries.
Another conclusion is deprived from the gravity model equation in section four. It
enables us to capture some major implications. Firstly, the major home countries investing in
Cambodia are developing countries from Asia. This investment creates more imports and
exports between pairs, and at the same time stimulates exports to lucrative markets of
developed countries. Thus, it reflects South-South FDI flows with mixed trade flows of
South-North and South-South model. Secondly, preferential arrangement with U.S and EU
has played a central role in massive flows of FDI and boom of exports. Thirdly, being a
member of ASEAN and signing bilateral agreements to promote trade and investment have
so far not played any significant roles in boosting trade. Lastly, size of the economies and
distance are also major factors affecting trade.
10
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13
Appendix
Table 1: List of Variables and Explanation
Variable Name Specification Expected Sign Source of Data
Dependent Variable
BTcj Exports from Cambodia to country j plus Direction of Trade CD-ROM, International Monetary
imports from country j to Cambodia in current price Fund, 2003
Independent Variables
Products of GDPs of Cambodia and country j at
1995 constant US dollar Positive World Development Indicator CD-ROM, World Bank, 2003
PCGDP Products of Per Capita GDP of Cambodia Positive World Development Indicator CD-ROM, World Bank, 2003
and country j at 1995 constant US dollar
DISTcj Distance between Phnom Penh, Capital Negative Download from Great Circle Distance between Capital
of Cambodia, to country j Cities, http://www.wcrl.ars.usda.gov/cec/java/capitals.htm
FDIcj Accumulated FDI stock invested in Positive United Nations Conference on Trade and Development
Cambodia by country j at current value Foreign Direct Investment Database, World Investment
Directory Online, Cambodia
Dummy Variables
ADJACENT Countries Share Border with Cambodia
ASEAN Member of Association of Southeast Asia Nations ASEAN Secretariat; www.aseansec.org
PREFERENCE Most Favored Nation (MFN) and General Ministry of Commerce; www.moc.gov.kh
System of Preference (GSP)
BTAGREEMENT Bilateral Trade Agreement Between Cambodia Ministry of Commerce; www.moc.gov.kh
and Partners
cjGDPs
14
Table 2: Bilateral Trade Agreements
Bilateral Trade Agreements Preferential Arrangement (all signed in 1996)
Economies Date of Signature
MFN and Other
arrangements
GSP
Canada January 21, 2003 United States Bulgaria
China July 19, 1996 Australia France
India November 6, 2000 Canada Germany
Indonesia February 18, 1998 New Zealand Netherlands
Malaysia February 4, 1999 Switzerland Norway
Philippines December 17, 1995 United Kingdom
Republic of Korea November 6, 2000 Sweden
Thailand September 20, 1996
Vietnam April 3, 1994
Sources: UNCTAD and ICC, Table IV.1 and Ministry of Commerce
Table 3: Cambodian Trading Partners and their Capital Cities
Trading Partners Name of Capital City Classification Region
Argentina Buenos Aires Developing Latin America and the Caribbean
Australia Canberra Developed Other Developed
Bulgaria Sofia Developing Central and Eastern Europe
Canada Ottawa Developed North America
China Beijing Developing East Asia
France Paris Developed Western Europe/ European Union
Germany Berlin Developed Western Europe/ European Union
Hong Kong, China Hong Kong Developing East Asia
India New Delhi Developing South Asia
Indonesia Jakarta Developing Southeast Asia
Israel Jerusalem Developed Other Developed
Japan Tokyo Developed East Asia
Macau, China Macau Developing East Asia
Malaysia Kuala Lumpur Developing Southeast Asia
Netherlands Amsterdam Developed Western Europe/ European Union
New Zealand Wellington Developed Other Developed
Norway Oslo Developed Western Europe
Philippines Manila Developing Southeast Asia
Portugal Lisbon Developed Western Europe/ European Union
Republic of Korea Seoul Developing East Asia
Russian Federation Moscow Developing Central and Eastern Europe
Singapore Singapore Developing Southeast Asia
Sri Lanka Colombo Developing South Asia
Sweden Stockholm Developed Western Europe/ European Union
Switzerland Bern Developed Western Europe
Thailand Bangkok Developing South East Asia
United Kingdom London Developed Western Europe/ European Union
United States Washington D.C. Developed North America
Vietnam Hanoi Developing South East Asia
Source: Great Circles Distances Between Cities
Note: The classification of the economy is based on the UNCTAD World Investment Report's
classification 2003.
15
Table 4: Regression Results
Dependent Variable: LogBT
Variables
Constant 11.7177 ADJACENT 1.28476
(6.90901)*** (2.57518)***
LogGDP 1.02823 ASEAN -0.272385
(12.4559)*** (-0.660088)
LogPCGDP -0.055011 PREFERENCE 1.59263
(-0.699123) (5.47980)***
LogDIST -2.09613 BTAGREEMENT -0.102377
(-10.2036)*** (-0.319206)
Log FDI 0.174556 Adjusted R-square 0.714012
(5.02354) *** DF 260
Notes: The numbers in parentheses are t-statistics.
*** Statistically significant at 1 % level
Table 5: Summary of Statistics
Number of Observations: 194
Mean Std Dev Minimum Maximum
LOGBT 3.01291 2.29307 -3.91202 6.97901
LOGGDP 7.02022 1.54452 3.07559 10.63548
LOGPCGDP 14.73688 1.54803 11.26509 16.51780
LOGDIST 7.74963 0.99248 5.65729 9.12081
LOGFDI 2.60716 2.69383 -2.30259 7.53005
ADJACENT 0.087629 0.28349 0.00000 1.00000
ASEAN 0.14433 0.35233 0.00000 1.00000
PREFERENCE 0.39175 0.48940 0.00000 1.00000
BTAGREEMENT 0.20103 0.40181 0.00000 1.00000
Sum Variance Skewness Kurtosis
LOGBT 584.50485 5.25818 -0.75175 0.016021
LOGGDP 1361.92264 2.38555 0.062729 0.14521
LOGPCGDP 2858.95543 2.39641 -0.85328 -0.73629
LOGDIST 1503.42891 0.98501 -0.53260 -1.01081
LOGFDI 505.78840 7.25673 -0.20300 -1.14325
ADJACENT 17.00000 0.080364 2.93959 6.71028
ASEAN 28.00000 0.12414 2.03997 2.18390
PREFERENCE 76.00000 0.23952 0.44697 -1.81908
BTAGREEMENT 39.00000 0.16145 1.50362 0.26348

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6_FDI & Trade in Cambodia

  • 1. 1 Title: Foreign Direct Investment in Cambodia and Cambodia Trade: Substitutes or Complements? Author’s name: NEAK Samsen Author’s affiliation: Researcher, Economic Institute of Cambodia Graduated from Graduate School of International Cooperation Studies (GSICS), Kobe University, Japan Mailing address: NEAK Samsen, Researcher Economic Institute of Cambodia Room 234, Phnom Penh Center, Corner Street 274&3, Tonle Bassac, Phnom Penh, Cambodia P.O. Box: 1008 Phone: (+855) 23 987 941 Fax: (+855) 23 987 942 Mobile phone: (+855) 12 601 637 Email: samsen.neak@eicambodia.org Abstract Theoretical arguments of FDI and trade relationship suggest that foreign direct investment complements to or substitutes for trade. However, the majority of empirical attempts found complementary relationship. Using gravity model of bilateral trade from the investigation of host Cambodia, this study also found complementarity. Key Words: Foreign Direct Investment, Trade, Cambodia, Gravity Model
  • 2. 2 1. Introduction Foreign Direct Investment (FDI) and international trade have been widely studied for a long time, yet they have been disjointed. It is until 1957 when Robert Mundell showed perfect substitution relationship between FDI and trade under his well-known article “factor mobility and commodity trade.” Following Mundell’s work, there are significant number of scholars attempted to observe the relationship between FDI and trade. However, majority of them points out contradictory prediction to Mundell’s claim. Since Cambodia adopted full free market economy in 1993, the country has established pro-foreign-investor policies through promulgation of investment laws, establishment of special promotion zone (SPZ), conducting yearly private sector-government forum, encouragement in forming business association, signing bilateral trade and investment promotion agreements with partner countries, and so on. At the same time, export and import activities have expanded rapidly. It has been questioning of any interaction between FDI inflow and trade. Hence, this study aims to examine empirically the link between inward FDI and trade (export and import) in commodity from the investigation of host Cambodia. In other words, does inward FDI increase or decrease Cambodia’s commodity trade? To address the above objective, gravity model of bilateral trade, which its application has been widely seen in many empirical analyses, is employed to test the relationship. The author also develop theoretical framework to support the regression equation. Furthermore, TSP software package is used in running regression. This paper is divided into five sections. Section two reviews the existing theory of the relationship between FDI and trade. Section three discusses previous empirical findings. Section four gives evidence of effects of FDI on trade. Section five draws conclusion. 2. Literature Review on the Relationship between Foreign Direct Investment and Trade 2.1 Theories Predict Substitution Relationship To analyze the relationship between FDI and trade, many scholars based on traditional but powerful framework of Heckcher-Ohlin model (H-O). This practice was pioneered by Robert Mundell in 1957 when he claimed capital movements are perfect substitute for commodity trade. He noted that if there are trade impediments (tariffs or other barriers), different abundant factors in each will determine relative prices between countries. Thus, factor mobility will lead to reduction in price differences and finally to eliminate trade. His assertion was backed by Markusen and Maskus (2001) whose study used different approach.1 Their conclusion is that oversea production would substitute for trade if countries (home and host) are quite similar, and if trade costs are moderate to high as well as if countries grow in total income. 2.2 Theories Predict Complementary Relationship There are two main groups who used two different approaches to explain FDI and trade complementary relationship. One group used H-O model: Schmitz and Helmberger 1 Their study used industrial to trade approach. This approach lays on the question of mode of entry: transnational corporation serves foreign market by exports or by setting up production?
  • 3. 3 (1970), Purvis (1972), Markusen (1997), and Baldwin & Ottaviano (2001) are among leading theorists. They concluded complementary relationship after relaxing the assumption of identical production function or assuming identical labor and capital but differing in technology or endowing with only labor within H-O framework. Another group used firm behavior approach: Markusen (1983), Helpman (1984), Markusen, Venables, Konan and Zhang (1996). This approach confirmed complementarity occurs mostly under vertical integration strategy of multinationals. Despite two different ways of explanation, they reached the same conclusion: FDI complements to trade. 2.3 Theories Predict Either Substitution Relationship or Complementary Relationship There are some scholars who suggest that FDI can either complement to or substitute for trade. For example, Kojima (1973, 1978, 1982, 1985), from macro-economic approach, concluded that FDI creates trade if they move from comparative disadvantageous industries in home country to comparative advantages in host country. However, if they move from comparatively advantageous industry in home country to comparatively advantageous industry in host country, they will destroy trade. Similar to Kojima, Snider (1979) asserted, from the facts in the real world, factor mobility and trade partially substitute due to institutional or natural restrictions of factors of productions of land, labor and capital. Furthermore, although factor movement eliminates trade it simultaneously creates new fields of trade. Capital flows to recipient countries result in increasing real incomes, which creates new demand in terms of bigger volume and greater composition of goods and services. From the above-mentioned theoretical summary, whether FDI and trade are substitutes or complements depend upon four main reasons: (1) strategy of transnational corporations, (2) the policies of the host and home countries, (3) stage of developments and factor endowments of host country, and (4) type of sector. First main reason, from the behavior of transnational corporations, if corporations expand production operation in a host country in order to gain better access to that host country market, that FDI will decrease trade (horizontal FDI). On the other hand, if the corporations invest in a host country in order to gain cost advantages, that FDI will increase trade (vertical FDI). Second main reason, whether FDI-trade has positive or negative relationship relies on export-promotion or import- substitution policies of sending and recipient countries. Third main reason, less important but relevant condition is development stage and factor endowment. Operations of decreased-trade corporations have often found in developed and/ or high income or big market size economies whereas increased-trade FDI operates in developing countries with natural resource endowment or labor abundance. Last, the sectors of FDI that have taken place also determine the FDI-trade relationship. FDI which involves in primary and secondary sectors is likely to create trade while presence of FDI in service sector displaces trade. 3. Review of Previous Empirical Findings on the Relationship between FDI and Trade 3.1 Outward Foreign Direct Investment and Home Country Exports Lipsey and Weiss (1981) studied relationship among the U.S. and foreign affiliate activities in a market and exports to that market by the U.S. and foreign firms. Using cross- sectional data for the U.S. and other 13 major exporting countries in 14 industries of manufacturing sector, they found both complementarity and substitutability. The U.S. affiliates activities were positively associated with exports from U.S. but negatively associated with
  • 4. 4 exports from rival countries. It is the same finding in the case of foreign affiliates and their exports. Three years later, in 1984 Lipsey and Weiss conducted another empirical study to examine more specifically the effect of foreign production on exports of parent firms by using unpublished data obtained from the U.S. Department of Commerce. They found that foreign production by a firm did not substitute for exports by that firm to the area in which the production had taken place. Instead, the higher the production of a firm in one country, the more exports from that parent firm to host country. Strongest positive relationship applied not only between foreign production and intermediate goods for further processing but also between foreign production and finished goods. Complementary evidence was also asserted by Blomström, Lipsey and Kulchycky (1988) who examined the effect of foreign production on home country exports, based on Swedish and U.S. data. Using cross-section firm-level data (1978 for Sweden and 1982 for United States), they found that foreign direct investment complements to export sales. Nonetheless, the result suggested that overseas production has no effect on the home country exports at all for the case of Sweden, but has some effects for the case of the U.S. Another positive finding was obtained from an analysis of Pfaffermayr (1995) who investigate empirically from Austrian FDI outward flows to recipient countries and the exports of Austrian manufacturing to those markets. Using times-series cross-section of seven industries dataset over a period of 13 years, the study found no evidence to support substitution relationship. More recently, Fors and Kokko (2001) studied outward FDI effects on home country exports by analyzing the structural changes in home country production. Using firm-level data for 30 Swedish MNCs for the period 1986-1994, they found large structural changes in the Swedish MNCs after those firms expanded their oversea production operations. Moreover, there was no evidence to show that overseas productions reduced exports from Sweden. The reason is the decreasing in exporting finished goods exports was replaced by increasing in exporting intermediate goods. Another recent study of outward FDI and home country exports was examined by Head and Ries (2001). Using panel data of 932 Japanese manufacturing firms over 25 years, they found net complementary effect. In other words, firms that supply intermediate inputs to oversea affiliates can increase their exports. In contrast, firms that do not export intermediate inputs to supply oversea production facilities cannot increase their exports. Instead, oversea affiliates eliminate exports from parent firms. Thus, outward FDI stimulate exports through exporting of intermediate inputs only; it does not rise in exporting of finished goods. Another more recent analysis for Swedish case was conducted by Swedenborg in 2001. Using Swedish firm level data for the period of 1965-1994, she found net complementary relationship between parent-company exports and foreign production sales. More specifically, she found that there was a weak negative effect on exports of nonaffiliated firms. However, this negative impact has been offset by a strong positive effect on exports to manufacturing affiliates.
  • 5. 5 However, Svensson’s empirical analysis (1996) on Swedish case found different results. The study, by using Swedish firm level data for the period of 1974-1990, found net negative effect of foreign production on parent firm exports. The impact, however, is mixed. Oversea production substitutes for exports of finished goods but complements to parent exports of intermediate goods. Moreover, the strong substitution effect was found particularly in third markets because exports by parents are replaced by oversea production exports. A recent empirical study done by Gopinath, Pick and Vasavada (1999) of outward FDI and exports from home country also found substitution relationship. It examined the effect of foreign sales of foreign-based U.S. firms in the U.S processed food industry on exports from U.S. by using panel data for the period of 1982-1994 across ten high income countries. The reason that FDI substitutes for export is due to the host country protection policies in favor of foreign investors to establish import-substitution industries. 3.2 Inward Foreign Direct Investment and Host Country Trade Helleiner (1973) is probably among pioneering writers who investigated FDI-trade relationship empirically although he did not mention explicitly complementarity or substitutability. He only claimed there was a close link between international trade and foreign direct investment by taking the observation of trade activities and operations of multinational firms in manufactured goods in less-developed and developed countries. Clearer empirical evidence was provided by Naya and Ramstetter (1992) who examine trade and FDI in Asia and Pacific countries. Despite their strict definition of complementarity and substitutability, they still found complementary relationship.2 One more empirical study in East Asians was elaborated by Lin (1995) who examined the effect of inward and outward FDI between Taiwan and four ASEAN countries: Indonesia, Malaysia, the Philippines and Thailand. Using time series data for a period of 1986-1992 across these four partner countries, the study found that outward FDI from Taiwan had significant positive effect on both exports to and imports from those four host countries, but inward FDI to Taiwan found no positive effect on neither exports to nor imports from those four host countries. Another contribution to positive evidence of FDI effect on trade was made by Chen (1997). Using cross-sectional of trade between provinces of China and 101 trading partners across 1987, 1989, 1991 and 1993, he found positive correlation for all four years. More recent investigation in East Asia countries was done by Fukao, Ishido, Ito, and Yoshiike in 2002. They studied FDI and vertical intra-industry trade in East Asia. Using bilateral intra-industry trade of Japan and her 43 major trading partners for the period from 1988 to 2000 in the electrical machinery industry, they found FDI played a significant role in the rapid increase of vertical intra-industry trade. 4. Econometric Analysis 2 They defined FDI complements to trade if increasing in capital stock results in increasing in the volume of trade through stimulation of importable consumption and exportable productions. FDI substitutes for trade if increasing in capital stock results in increasing in volume of trade through stimulation of importable production and exportable consumption.
  • 6. 6 4.1 Definition of “substitutability” and “complementarity” It is necessary to define clearly what is meant by substitution and complementary relationship as most of the theoretical and empirical studies have done. Hence, through this regression analysis, the concept of “substitutability” and “complementarity” between FDI and commodity trade will follow quantitative sense that has been used extensively in doing empirical studies. FDI and Goods trade are complements if increasing in the level of FDI stock leads to increasing in the volume of trade. On the other hand, FDI and Goods trade are substitutes if increasing in the level of FDI stock leads to decreasing in the volume of trade. 4.2 The Gravity Model in Analyzing FDI-trade Relationship 4.2.1 The Conceptual Framework, Model and Variable Specification Many applications of gravity model have been used to investigate factors affect trade. However, in this study, the author is trying to add one more independent variable -FDI- to see how this factor gives impact on trade. The inclusion of FDI variable in gravity model was found in Frankel (1993) and Chen (1997). The general concepts of gravity model of bilateral trade states that trade between countries are affected by their economic sizes, income level, transaction and communication costs (distance, adjacency, cultural similarities) and a set of facilitating or restrictive factors (Frankel, 1993 , Rivera-Batiz& Oliva, 2003). 3 GDP, per capita GDP, distance between countries are used to be proxies for economic size, income level and transaction cost respectively. Facilitating or restrictive factors are proxy by adjacent, regional bloc, preferential and trade arrangement. Therefore, regression equation of FDI-trade relationship is: cjcjcj jcjcjcj jcjccj uTBTAGREEMENPREFERENCE ASEANADJACENTFDIDISTANCE PCGDPPCGDPGDPGDPBT +++ ++++ ++= )()( )()()log()log( )*log()*log()log( 87 6543 21 ββ ββββ ββα cjBT = Total trade between Cambodia and country j. In other words, sum of exports from Cambodia to country j and imports of Cambodia from country j =jc GDPGDP , Gross Domestic Product of Cambodia and country j =jc PCGDPPCGDP , Per capita Gross Domestic Product of Cambodia and country j cjDIST = Distance from Cambodia to country j cjFDI = Accumulated FDI stock invested by country j in Cambodia 3 Due to US dollarization of Cambodian economy since early 1990s, exchange rate, which is a major influential variable on trade, was not examined in this regression model.
  • 7. 7 =cjADJACENT Dummy variable for country j shares border with Cambodia =jASEAN Dummy variable for country j if it is a member of ASEAN =cjPREFERENCE Dummy variable for preferential arrangement between Cambodia and country j =cjTBTAGREEMEN Dummy variable for bilateral trade agreement between Cambodia and country j ijU = stochastic disturbance 8,7654321 ,,,,,,, ββββββββα and = regression parameters Explanation of each variable and its specification, sources of data and expected result are presented in table 1 in appendix. Table 2 indicates all countries that have trade agreements and preferential arrangements with Cambodia. A list of 29 trading partners with names of capital cities is shown in table 3 in appendix. 4.2.2 Sample Size and Data Due to unavailability of product level and industry level dataset, the author use aggregate country level data from 1994 to 2002 across 29 trading partners. The partners consist of both developed and developing countries over the world (Table 3 in appendix). Total volume of bilateral trade, exports and import are calculated in million USD at current price. Data for the period of 1994-2002 was retrieved from Direction of Trade Statistics CD-ROM 2003 published by the International Monetary Fund. Gross Domestic Product is in Billion USD at 1995 constant price. We obtained from World Development Indicator CD-ROM 2003. However, this time-series data provides us until 2001 only. We supplement data set for 2002 by using World Bank statistical database. Per capita Gross Domestic Product is in USD at 1995 constant price. Data is retrieved World Development Indicator CD-ROM 2003 for the period of 1994-2001. For 2002, the author divided real GDP in 2002 by population in 2002 for each country in our sample. Data on distance is in hour by sea retrieved from Great Circle Distance between Cities webpage. It is calculated between capital city of Cambodia, Phnom Penh, and the capital cities of 29 trading partners. Foreign Direct Investment is in million USD. It is inward investment stock from investing countries to Cambodia. Full set of data was obtained from Foreign Direct Investment Database of World Investment Directory on-line which is accessible at the United Nations Conference on Trade and Development web site. Using investment stock rather than investment flows is commonly found in empirical studies of FDI-trade relationship. However, there are two disadvantages of using book value of investment stock in nominal terms. One
  • 8. 8 disadvantage is that data is always recorded in registered capital when investment projects have been approved. They can not be interpreted as stock of capital in an economic sense because some investment projects have not been carried out. Another problem is that the investment stock is affected by exchange rate and inflation rate. ADJACENT are countries next to Cambodia; they are Laos, Thailand and Vietnam. Laos has not invested any capital in Cambodia, so the researcher excludes it in his sample ASEAN is the Association South East Asian Nations. Besides Cambodia, the other members are Brunei, Indonesia, Laos, Malaysia, Myanmar, the Philippines, Singapore, Thailand and Vietnam. However, the sources countries that have invested in Cambodia are only Indonesia, Malaysia, the Philippines, Singapore, Thailand and Vietnam. Hence, Brunei, Laos and Myanmar are not included in his observation. 4.2.3 Regression Result and Interpretation Using ordinary least squares (OLS) panel regression analysis. The regression results reported in table 4 in appendix is interpreted as follows: (i) The coefficient on the log of GDP is around 1.028. This means that when GDPs of Cambodia and her trading partner rise one per cent, the trade volume between Cambodia and her trading partners will also increase 1.028 per cent; (ii) The coefficient for log of PCGDP is negative which is contrasted the expectation. However, it is statistically insignificance; (iii) The coefficient on the log of distance is -2.09. It means that when distance between Cambodia and her trading partners is higher by one per cent, the trade between them falls by about 2.09 per cent; (iv) Another coefficient which is the central attempts to this analysis is 0.17. It is slightly positive correlation between FDI and trade. It can be interpreted that rising in FDI from host countries by one per cent will result in increasing in trade 0.17 per cent between Cambodia and those host countries; (v) ADJACENT and PREFERENCE that are statistically significance at 1% level have positive signs. Therefore, Cambodia tends to have substantial trade with neighboring countries and with preferential arrangement countries than other countries; and (vi) It is surprising that bilateral agreement and being a member of ASEAN do not play positive roles in increasing trade between Cambodia and those partners. They are statistically insignificance.
  • 9. 9 5. Conclusion In this paper the author, using aggregate country level data, tries to investigate empirically how inward FDI to Cambodia affects the country trade. He found FDI has positive impact on trade. It implies that increasing in level of FDI inflows from source countries to Cambodia will lead to increasing in volume of trade between Cambodia and those source countries. Another conclusion is deprived from the gravity model equation in section four. It enables us to capture some major implications. Firstly, the major home countries investing in Cambodia are developing countries from Asia. This investment creates more imports and exports between pairs, and at the same time stimulates exports to lucrative markets of developed countries. Thus, it reflects South-South FDI flows with mixed trade flows of South-North and South-South model. Secondly, preferential arrangement with U.S and EU has played a central role in massive flows of FDI and boom of exports. Thirdly, being a member of ASEAN and signing bilateral agreements to promote trade and investment have so far not played any significant roles in boosting trade. Lastly, size of the economies and distance are also major factors affecting trade.
  • 10. 10 References Baldwin, R. E., & Ottaviano, G. I. P. (2001). Multiproduct multinationals and reciprocal FDI dumping. Journal of International Economics, 54, 429-448. Blomström, M., Lipsey, R. E., & Kulchycky, K. (1988). U.S. and Swedish direct investment and exports. In R. E. Baldwin (Ed.), Trade policy issues and empirical analysis (pp 259-302) National Bureau of Economic Research Conference Report. Chicago: University of Chicago Press. Chen, C. (1997). Foreign direct investment and trade: An empirical investigation of the evidence from China. Working paper. Chinese Economies Research Centre. University of Adelaide. Retrieved from http://www.adelaide.educ.au/cies/CERC/wrk- pprs/97-11.pdf. Fors, G., & Kokko A. (2001). Home-country effects of FDI: Foreign production and structural change in home-country operations. In M. Blomström., & L. S. Goldberg, (Eds.). Topics in empirical international economics (pp 137-160). National Bureau of Economic Research Conference Report. Chicago: University of Chicago Press. Frankel, J. A. (1993). Is Japan creating a Yen bloc in East Asia and the Pacific? In Frankel, J. A. & Kahler, M. (Eds). Regionalism and rivalry: Japan and the United States in Pacific Asia. National Bureau of Economic Research Conference Report. Chicago: University of Chicago Press. Fukao, K., Ishido, H., Ito, K., & Yoshiike, Y. (2002). Vertical intra-industry trade and foreign direct investment in East Asia. ADB Institute Research Paper Series No.51. Available from Asian Development Bank Institute http://www.idbi.org. Gopinath, M., Pick, D., & Vasavada, U. (1999). The economics of foreign direct investment and trade with an application to the U.S. food processing industry. American Journal of Agricultural Economics, 81 (1-3), 442-451. Head, K., & Ries, J. (2001). Overseas investment and firm exports. Review of International Economics, 9 (1), 108-122. Helleiner, G. K. (1973). Manufacture exports from less-developed countries and multinational firms. Economic Journal, 83, 21-47. Helpman, E. (1984). A simple theory of international trade with multinational corporations. Journal of Political Economy, 92, 451-471. International Monetary Fund. (2003). Direction of trade statistics CD-ROM. Washington, D.C.: IMF. Kojima, K. (1973). A macroeconomic approach to foreign direct investment. Hitotsubashi Journal of Economics, 14, 1-21. _____ . (1978). Direct foreign investment: A Japanese model of business operations.
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  • 12. 12 Rivera-Batiz, L. A., & Oliva, M. (2003). International trade: Theory, strategies and evidence. Oxford: University of Oxford Press. Schmitz, A., & Helmberger, P. (1976). Factor mobility and international trade: The case of complementarity. American Economic Review, 60, 761-767. Snider, D.A. (1979). Introduction to international economics (7th ed.). Georgetown: Richard D. Irwin. Svensson, R. (1996). Effects of oversea production on home country exports: Evidence based on Swedish Multinationals. Weltwirtschaftliches Archiv, 132, 304-329. Swedenborg, B. (2001). Determinants and effects of multinational growth: The Swedish case revisited. In M. Blomstöm., & L. S. Goldberg (Eds). Topics in empirical international economics (pp 99-135). National Bureau of Economic Research Conference Report. Chicago: University of Chicago Press. UNCTAD. (2003). Foreign direct investment database: World investment directory on-line. Retrieved from http://www.unctad.org/Templates/Page.asp?intItemID=2980&lang=1. World Bank. (2003). World development indicators CD-ROM. Washington, D.C.: World Bank.
  • 13. 13 Appendix Table 1: List of Variables and Explanation Variable Name Specification Expected Sign Source of Data Dependent Variable BTcj Exports from Cambodia to country j plus Direction of Trade CD-ROM, International Monetary imports from country j to Cambodia in current price Fund, 2003 Independent Variables Products of GDPs of Cambodia and country j at 1995 constant US dollar Positive World Development Indicator CD-ROM, World Bank, 2003 PCGDP Products of Per Capita GDP of Cambodia Positive World Development Indicator CD-ROM, World Bank, 2003 and country j at 1995 constant US dollar DISTcj Distance between Phnom Penh, Capital Negative Download from Great Circle Distance between Capital of Cambodia, to country j Cities, http://www.wcrl.ars.usda.gov/cec/java/capitals.htm FDIcj Accumulated FDI stock invested in Positive United Nations Conference on Trade and Development Cambodia by country j at current value Foreign Direct Investment Database, World Investment Directory Online, Cambodia Dummy Variables ADJACENT Countries Share Border with Cambodia ASEAN Member of Association of Southeast Asia Nations ASEAN Secretariat; www.aseansec.org PREFERENCE Most Favored Nation (MFN) and General Ministry of Commerce; www.moc.gov.kh System of Preference (GSP) BTAGREEMENT Bilateral Trade Agreement Between Cambodia Ministry of Commerce; www.moc.gov.kh and Partners cjGDPs
  • 14. 14 Table 2: Bilateral Trade Agreements Bilateral Trade Agreements Preferential Arrangement (all signed in 1996) Economies Date of Signature MFN and Other arrangements GSP Canada January 21, 2003 United States Bulgaria China July 19, 1996 Australia France India November 6, 2000 Canada Germany Indonesia February 18, 1998 New Zealand Netherlands Malaysia February 4, 1999 Switzerland Norway Philippines December 17, 1995 United Kingdom Republic of Korea November 6, 2000 Sweden Thailand September 20, 1996 Vietnam April 3, 1994 Sources: UNCTAD and ICC, Table IV.1 and Ministry of Commerce Table 3: Cambodian Trading Partners and their Capital Cities Trading Partners Name of Capital City Classification Region Argentina Buenos Aires Developing Latin America and the Caribbean Australia Canberra Developed Other Developed Bulgaria Sofia Developing Central and Eastern Europe Canada Ottawa Developed North America China Beijing Developing East Asia France Paris Developed Western Europe/ European Union Germany Berlin Developed Western Europe/ European Union Hong Kong, China Hong Kong Developing East Asia India New Delhi Developing South Asia Indonesia Jakarta Developing Southeast Asia Israel Jerusalem Developed Other Developed Japan Tokyo Developed East Asia Macau, China Macau Developing East Asia Malaysia Kuala Lumpur Developing Southeast Asia Netherlands Amsterdam Developed Western Europe/ European Union New Zealand Wellington Developed Other Developed Norway Oslo Developed Western Europe Philippines Manila Developing Southeast Asia Portugal Lisbon Developed Western Europe/ European Union Republic of Korea Seoul Developing East Asia Russian Federation Moscow Developing Central and Eastern Europe Singapore Singapore Developing Southeast Asia Sri Lanka Colombo Developing South Asia Sweden Stockholm Developed Western Europe/ European Union Switzerland Bern Developed Western Europe Thailand Bangkok Developing South East Asia United Kingdom London Developed Western Europe/ European Union United States Washington D.C. Developed North America Vietnam Hanoi Developing South East Asia Source: Great Circles Distances Between Cities Note: The classification of the economy is based on the UNCTAD World Investment Report's classification 2003.
  • 15. 15 Table 4: Regression Results Dependent Variable: LogBT Variables Constant 11.7177 ADJACENT 1.28476 (6.90901)*** (2.57518)*** LogGDP 1.02823 ASEAN -0.272385 (12.4559)*** (-0.660088) LogPCGDP -0.055011 PREFERENCE 1.59263 (-0.699123) (5.47980)*** LogDIST -2.09613 BTAGREEMENT -0.102377 (-10.2036)*** (-0.319206) Log FDI 0.174556 Adjusted R-square 0.714012 (5.02354) *** DF 260 Notes: The numbers in parentheses are t-statistics. *** Statistically significant at 1 % level Table 5: Summary of Statistics Number of Observations: 194 Mean Std Dev Minimum Maximum LOGBT 3.01291 2.29307 -3.91202 6.97901 LOGGDP 7.02022 1.54452 3.07559 10.63548 LOGPCGDP 14.73688 1.54803 11.26509 16.51780 LOGDIST 7.74963 0.99248 5.65729 9.12081 LOGFDI 2.60716 2.69383 -2.30259 7.53005 ADJACENT 0.087629 0.28349 0.00000 1.00000 ASEAN 0.14433 0.35233 0.00000 1.00000 PREFERENCE 0.39175 0.48940 0.00000 1.00000 BTAGREEMENT 0.20103 0.40181 0.00000 1.00000 Sum Variance Skewness Kurtosis LOGBT 584.50485 5.25818 -0.75175 0.016021 LOGGDP 1361.92264 2.38555 0.062729 0.14521 LOGPCGDP 2858.95543 2.39641 -0.85328 -0.73629 LOGDIST 1503.42891 0.98501 -0.53260 -1.01081 LOGFDI 505.78840 7.25673 -0.20300 -1.14325 ADJACENT 17.00000 0.080364 2.93959 6.71028 ASEAN 28.00000 0.12414 2.03997 2.18390 PREFERENCE 76.00000 0.23952 0.44697 -1.81908 BTAGREEMENT 39.00000 0.16145 1.50362 0.26348