Foreign Bank Activity and Economic
Growth: Assessing the Direct Link and
Volatility Effects*
August 2007
Keywords: foreign bank activity, economic growth, credit growth, volatility
Author
Supervisor
R.J.J. Hartsuiker
Dr. D.J. Bezemer
s1576720
Faculty of Economics
De Kap 127, 7891 LR
Landleven 5, 9747 AD
Klazienaveen, The Netherlands
Groningen, The Netherlands
A. Data Appendix
Real GDP per capita: a country’s GDP divided by the size of its population measured in
international $ and based on in 2000 constant prices (PPP converted). Source: RGDPCH from
Penn World Tables Version 6.2 (RGDPCH is a chain index obtained by first applying the
component growth rates between each pair of consecutive years, t-l and t, to the current price
component shares in year t-1 to obtain the per capita domestic currency (DA) growth rate for
each year. This DA growth rate for each year t is then applied backwards and forwards from
2000, and summed to the constant price net foreign balance to obtain the Chain GDP series).
Foreign bank asset share: the share of banking sector assets held by foreign banks in a
country. Source: Bank Ownership and Performance Dataset by Micco et al. (2005).
Banking sector concentration: the asset share of the three largest banks. Source: Bank
Ownership and Performance Dataset by Micco et al. (2005).
Overhead costs: the accounting value of a bank’s overhead costs as a share of its total assets
(calculated as the average for all country banks in a given year). Source: Bank Ownership and
Performance Dataset by Micco et al. (2005).
Profit before tax: the accounting value of a bank’s profit before taxes as a share of its total
assets (calculated as the average for all country banks in a given year). Source: Bank
Ownership and Performance Dataset by Micco et al. (2005).
Net interest margin: the accounting value of a bank’s net interest revenue as a share of its
interest-bearing (total earning) assets (calculated as the average for all country banks in a
given year). Source: Bank Ownership and Performance Dataset by Micco et al. (2005).
Credit volume: domestic credit to the private sector as a ratio to GDP. Source: World Bank
World Development Indicators 2006.
Inflation: rate at which prices increase measured by the GDP deflator (GDP deflator is a
price index measuring changes in prices of all new, domestically produced, final goods and
services in an economy. It is also known as the “GDP implicit price deflator.” It is expressed
as a ratio of nominal GDP to real GDP and it is used as a measure of general inflation in the
domestic economy). Source: World Bank World Development Indicators 2006.
are based on in 2000 constant prices measured in international $). Source: KG from Penn
World Tables Version 6.2.
Trade openness: net exports as a ratio to GDP (shares are based on in 2000 constant prices
measured in international $). Source: OPENK from Penn World Tables Version 6.2.
Number of telephone mainlines per 1,000 people: proxy for public capital stock (telephone
mainlines are telephone lines connecting a customer's equipment to the public switched
telephone network). Source: World Bank World Development Indicators 2006.
Political risk: an index compiled out of 12 components (weight in terms of maximum number
of points is given between brackets): government stability (12), socioeconomic conditions
(12), investment profile (12), internal conflict (12), external conflict (12), corruption (6),
military in politics (6), religion in politics (6), law and order (6), ethnic tensions (6),
democratic accountability (6) and bureaucratic quality (4). Source: ICRG Researchers Dataset
from Political Risk Services.
GDP volatility: the standard deviation of four quarterly GDP data series per country
measured in mln. LCU (local currency units). This means that volatility is measured on a
yearly basis. Source: IMF International Financial Statistics.
Financial sector development: credit to the private sector as a ratio to GDP. Source: World
Bank World Development Indicators 2006.
Money and quasi-money: M2 as a ratio to GDP. Source: World Bank World Development
Indicators 2006.
Exchange rate volatility (terms of trade shocks): the absolute value of the change in the
real effective exchange rate (the real effective exchange rate is a measure of country
competitiveness). It is presented in index form
1. Source: Economist Intelligence Unit (EIU)
World Data Series
Population: number of inhabitants (× 1,000). Source: POPUL from Penn World Tables
Version 6.2.
1 The index rises if domestic costs or prices increase faster than foreign costs or prices. Thus, a larger index
Table A1: Sample Specification – Direct Effect
Argentina Czech Republic Jamaica Nicaragua Sudan
Armenia Denmark Japan Nigeria Sweden
Australia Dominican
Republic Jordan Norway Switzerland
Austria Ecuador Kazakhstan Oman Tanzania
Azerbaijan Egypt, Arab Rep. Kenya Pakistan Thailand
Bahamas, The El Salvador Korea, Rep. Panama Trinidad and Tobago
Bahrain Estonia Kuwait Papua New Guinea Tunisia
Bangladesh Ethiopia Latvia Paraguay Turkey
Belarus Finland Lebanon Peru Uganda
Belgium France Lithuania Philippines Ukraine
Bolivia Germany Luxembourg Poland United Arab
Emirates
Botswana Ghana Madagascar Portugal United Kingdom
Brazil Greece Malawi Romania Uruguay
Bulgaria Guatemala Malaysia Russian Federation United States
Burkina Faso Honduras Mali Saudi Arabia Venezuela, RB
Cameroon Hong Kong, China Malta Senegal Vietnam
Canada Hungary Mexico Sierra Leone Yemen, Rep.
Chile Iceland Moldova Singapore Zambia
Colombia India Morocco Slovak Republic Zimbabwe
Costa Rica Indonesia Mozambique Slovenia
Cote d'Ivoire Ireland Namibia South Africa
Croatia Israel Netherlands Spain
Cyprus Italy New Zealand Sri Lanka
Source: author’s table
Based on the World Bank Income Classification, the sample includes 76 developing countries (24 upper middle income countries, 29 lower middle income countries and 23 low income countries) and 35 developed countries (24 OECD-countries and 11 non-OECD countries).
Table A2: Sample Specification – Volatility Effect
Argentina Colombia Indonesia Malta Romania
Armenia Cyprus Israel Mexico Russian Federation
Australia Czech Republic Japan Morocco Slovak Republic
Belarus Denmark Jordan Namibia Slovenia
Botswana Ecuador Kazakhstan New Zealand South Africa
Brazil Estonia Korea, Rep. Norway Switzerland
Bulgaria Hong Kong, China Latvia Peru Thailand
Canada Hungary Lithuania Philippines Turkey
Chile Iceland Malaysia Poland United States
Source: author’s table
B. Descriptive Statistics and Correlations
Table B1: Descriptive Statistics – Direct Effect
Variable Mean Standard
Deviation Min Max
Log difference of GDP per capita 0.020603 0.044441 -0.183664 0.450530 Initial GDP per capita (in logs) 8.818385 1.103109 6.186147 10.78361 Foreign bank asset share (in 1+ logs) 0.202066 0.185622 0.000000 0.688235 Credit volume (in logs) 3.601381 1.001885 0.473585 9.665341 Trade openness (in logs) 4.281311 0.574986 2.837323 5.949470 Inflation rate (deviation of the rate from 1, in logs) -0.107691 0.209330 -2.055888 0.210900 Political risk (in logs) 3.287037 0.478843 1.365241 4.288174 Government expenditure level to GDP (in logs) 2.940278 0.405667 1.383791 4.092510 Main telephone lines per 1,000 people (in logs) 4.634968 1.640957 0.525639 6.686254 Net interest margin (deviation of the rate from 1, in logs) -0.039020 0.028142 -0.192593 0.091226 Overhead costs (deviation of the rate from 1, in logs) -0.037802 0.026717 -0.274043 -0.001218 Before tax profit (deviation of the rate from 1, in logs) -0.015607 0.026734 -0.182322 0.407089
Source: author’s table
Table B2: Descriptive Statistics – Volatility Effect
Variable Mean Standard
Deviation Min Max
GDP volatility (in logs) 9.253952 3.159467 2.259079 17.06171 Foreign bank asset share 0.255210 0.243729 0.000000 0.922222 Banking sector concentration 0.589798 0.183584 0.167564 0.986828 Financial sector development 67.25331 52.76093 6.938994 235.1112
Trade openness 88.91543 52.74560 18.05000 299.2000
Political risk 26.84236 11.38312 6.750000 56.16667
Money growth 59.48686 41.04830 10.40524 240.4783
Terms of trade shocks -0.388342 9.533529 -66.06070 29.16400
Table B2: Bivariate Correlations (Common Sample) – Direct Effect
Log differ-ence of GDP per capita Initial GDP per capita (in logs) Foreign bank asset share (in 1+ logs) Credit volume (in logs) Trade open-ness (in logs) Infla-tion rate (devia-tion of the rate from 1, in logs) Politi-cal risk (in logs) Govern ment expendi ture level to GDP (in logs) Main telepho ne lines per 1,000 people (in logs) Net interest margin (devia-tion of the rate from 1, in logs) Over-head costs (devia-tion of the rate from 1, in logs) Before tax profit (devia-tion of the rate from 1, in logs) Log difference of GDP per capita 1 0.0302 -0.0151 0.0016 0.1121 0.0479 -0.0770 0.1148 0.0874 0.0739 0.1500 -0.0749 Initial GDP per capita (in logs) 1 -0.0764 0.7532 0.3033 0.2289 -0.7096 -0.1804 0.9337 0.5460 0.5181 0.2695 Foreign bank asset share (in 1+ logs) 1 -0.1182 0.2503 0.1013 -0.0142 0.1164 -0.0922 -0.1874 -0.1964 -0.1633 Credit volume (in logs) 1 0.2845 0.3370 -0.5978 -0.2360 0.6908 0.5890 0.6255 0.3416 Trade openness (in logs) 1 0.1134 -0.2751 0.0035 0.3152 0.1789 0.2729 0.0123 Inflation rate (deviation of the rate from 1, in logs) 1 -0.2744 -0.0053 0.1574 0.3586 0.3800 0.0725 Political risk (in logs) 1 0.1014 -0.6621 -0.4207 -0.4726 -0.1465 Government expenditure level to GDP (in logs) 1 -0.0664 -0.1069 -0.1150 -0.0240 Main telephone lines per 1,000 people (in logs) 1 0.4834 0.4373 0.2664 Net interest margin (deviation of the rate from 1, in logs) 1 0.7323 0.5769 Overhead costs (deviation of the rate from 1, in logs) 1 0.2096 Before tax profit (deviation of the rate from 1, in logs) 1Source: author’s table
Table B2: Variance Inflation Factors – Direct Effect
Variable VIF Variable VIF
Initial GDP per capita (in logs) 11.35 Government expenditure level to GDP (in logs) 1.19 Foreign bank asset share (in 1+ logs) 1.21 Main telephone lines per 1,000 people (in logs) 9.02 Credit volume (in logs) 2.83 Net interest margin (deviation of the rate from 1, in logs) 1.75 Trade openness (in logs) 1.24 Overhead costs (deviation of the rate from 1, in logs) 1.97 Inflation rate (deviation of the rate from 1, in logs) 1.29 Before tax profit (deviation of the rate from 1, in logs) 1.18 Political risk (in logs) 2.12
Table B3: Bivariate Correlations (Common Sample) – Volatility Effect
GDP volatility (in logs) Foreign bank asset share Banking sector concen-tration Financial sector develop-ment Tradeopenness Political risk Money growth Terms of trade shocks GDP volatility (in logs) 1 -0.3718 -0.5448 -0.0797 -0.2290 0.3385 -0.2225 -0.1011 Foreign bank asset share 1 0.3604 -0.1726 0.3184 -0.1058 0.0173 0.0321 Banking sector concentration 1 -0.1117 0.4168 -0.1330 0.1185 0.0673 Financial sector development 1 0.1995 -0.4354 0.7164 -0.0920
Trade openness 1 -0.1384 0.5270 0.0589
Political risk 1 -0.3472 -0.1054
Money growth 1 -0.0225
Terms of trade shocks 1
Source: author’s table
Table B4: Variance Inflation Factors – Volatility Effect
Variable VIF
Foreign bank asset share 1.28 Banking sector concentration 1.37 Financial sector development 2.73
Trade openness 1.87
Political risk 1.36
Money growth 3.02
Terms of trade shocks 1.04
C. Foreign Bank Asset Shares
Table C1: Foreign Bank Participation in Developing Countries 1995-2002
1995 1996 1997 1998 1999 2000 2001 2002
DEVELOPING COUNTRIES 18.1% 18.5% 21.2% 22.6% 24.5% 28.9% 30.5% 32.7% East Asia & Pacific 15.0% 14.5% 15.1% 14.6% 12.6% 8.2% 7.7% 11.7%
Cambodia 8.5% 8.3% 7.9% China 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.1% 0.2% Indonesia 4.4% 4.7% 5.8% 6,0% 3,0% 5.7% 4.1% 3.9% Korea, Rep. 2.1% 2.1% 2.2% 5,0% 4.7% 7.6% 4.9% 9.2% Malaysia 24.9% 24.9% 25.0% 26.0% 23.1% 25.4% 22.7% 22.8% Mongolia 0.0% 7.1% 11.3% 45.3%
Papua New Guinea 71.7% 67.0% 70.3% 63.9% 63.1%
Philippines 7.9% 8.2% 8.5% 8.3% 8.6% 9.4% 9.8% 8.3%
Thailand 7.2% 6.9% 7.1% 6.5% 10.2% 9.0% 7.3% 6.7%
Vietnam 1.4% 1.8% 1.7% 1.0% 0.8% 1.0% 1.0% 0.9%
Europe & Central Asia 13.0% 13.3% 14.7% 18.2% 21.1% 28.4% 32.7% 35.7%
Albania 10.9% 15.6% 19.7%
Armenia 17.6% 24.6% 34.9% 49.3% 60.1% 59.1%
Azerbaijan 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0%
Belarus 0.0% 0.0% 0.0% 7.2% 4.3% 3.8% 8.4% 9.5%
Bosnia and Herzegovina 5.3% 6.5% 7.4% 12.4% 34.0% 46.1% 45.1% Bulgaria 8.2% 10.3% 10.3% 19.5% 30.9% 70.1% 55.5% 51.7% Croatia 9.8% 13.6% 14.1% 14.6% 15.8% 19.1% 20.6% 42.1% Czech Republic 14.2% 10.6% 13.7% 17.3% 31.0% 48.9% 61.4% 58.7% Estonia 80.7% 78.9% 72.1% 74.0% 73.5% 73.1% 73.0% 72.7% Georgia 10.6% 7.7% 6.4% 4.8% 20.0% 35.8% 36.2% Hungary 22.4% 23.1% 42.1% 62.9% 67.8% 63.5% 63.3% 58.7% Kazakhstan 12.6% 10.6% 15.8% 18.7% 18.6% 11.7% 12.6% 20.0% Kyrgyz Republic 30.3% 33.3% 20.8% Latvia 17.8% 30.4% 32.7% 35.3% 37.0% 37.6% 38.6% 38.8% Lithuania 18.9% 28.4% 35.5% 36.9% 41.8% 62.5% 92.2% 91.3% Macedonia, FYR 28.4% 27.1% 25.8% 23.3% 23.6% 47.8% 43.8% 41.8% Moldova 1.6% 1.8% 1.8% 2.5% 7.9% 18.8% 18.3% Poland 3.7% 8.4% 13.8% 27.1% 34.1% 37.8% 50.7% 49.3% Romania 0.0% 0.2% 0.5% 12.9% 17.2% 25.9% 27.0% 26.5% Russian Federation 2.0% 1.4% 2.7% 2.1% 4.5% 11.5% 13.7% 15.6%
Serbia and Montenegro 0.0% 0.0% 0.0%
Slovak Republic 8.7% 11.9% 18.0% 20.4% 21.5% 54.6% 56.6% 81.5%
Slovenia 6.8% 6.5% 6.4% 6.5% 6.1% 10.3% 14.3% 25.8%
Turkey 0.4% 0.3% 0.3% 0.4% 0.5% 0.9% 1.8% 1.8%
Ukraine 0.0% 0.0% 0.0% 0.0% 2.3% 5.8% 6.2% 6.8%
Uzbekistan 0.0% 0.0% 0.0% 0.6% 0.6% 0.8%
Latin America & Caribbean 19.3% 19.4% 24.3% 25.0% 25.4% 29.6% 30.2% 33.2%
Antigua and Barbuda 0.0% 0.0% 0.0%
Argentina 25.6% 28.1% 36.7% 40.0% 39.6% 47.8% 44.2% 37.5% Bolivia 42.7% 40.5% 39.7% 44.4% 44.2% 40.9% 39.4% 39.4%
Table C1: Foreign Bank Participation in Developing Countries 1995-2002 (cont.)
1995 1996 1997 1998 1999 2000 2001 2002 Brazil 9.0% 9.7% 14.4% 15.1% 17.3% 26.4% 30.4% 27.9% Chile 31.0% 35.3% 36.0% 37.6% 38.8% 38.4% 40.0% 44.8% Colombia 6.3% 10.9% 15.9% 18.0% 16.4% 25.8% 21.1% 17.4% Costa Rica 0.0% 0.2% 0.6% 5.1% 5.0% 18.0% 18.4% 18.8% Dominican Republic 11.1% 10.8% 9.9% 2.0% 17.5% 16.2% 17.7% 17.5% Ecuador 26.0% 27.4% 28.2% 0.0% 0.0% 0.0% El Salvador 1.0% 1.8% 2.9% 8.3% 8.3% 13.6% 13.5% 14.2% Guatemala 6.0% 5.6% 6.1% 6.3% 7.0% 8.4% 8.6% 8.1% Guyana 0.0% 0.0% 24.7% 27.5% 26.7% 23.5% 23.6% 23.1% Haiti 0.0% 0.0% Honduras 2.3% 2.1% 2.1% 1.5% 1.5% 4.4% 5.0% 5.8% Jamaica 24.3% 21.2% 32.9% 35.8% 21.9% 18.9% 19.3% 50.3% Mexico 2.3% 4.3% 7.2% 7.5% 9.9% 28.5% 30.0% 61.9% Nicaragua 0.7% 1.4% 3.0% 3.9% 3.8% 5.1% 4.3% 4.4% Panama 59.7% 54.9% 51.5% 50.8% 48.4% 64.9% 64.2% 58.1% Paraguay 69.3% 56.2% 73.9% 76.8% 77.2% 79.9% 81.7% 83.3% Peru 51.7% 59.9% 63.1% 66.1% 64.8% 66.1% 66.7% 86.4%Trinidad and Tobago 14.0% 13.5% 16.2% 17.1% 17.7% 11.2% 10.4% 10.4% Uruguay 24.3% 14.2% 18.1% 24.4% 30.6% 91.8% 95.5% 94.5% Venezuela, RB 4.8% 17.4% 29.1% 33.7% 34.3% 20.7% 30.2% 26.6% Middle East & North Africa 11.9% 12.3% 12.5% 12.8% 12.8% 14.4% 15.9% 18.8%
Algeria 59.0% 67.5% 60.0%
Egypt, Arab Rep. 4.0% 6.0% 6.1% 6.1% 6.2% 6.9% 6.4% 7.1%
Iran, Islamic Rep. 0.0% 0.0%
Jordan 12.8% 12.4% 12.9% 12.8% 12.8% 13.5% 13.7% 13.3% Lebanon 29.6% 29.4% 29.4% 31.5% 31.2% 30.5% 28.9% 28.0% Libya 0.0% 0.0% Morocco 18.6% 19.3% 19.5% 19.8% 20.4% 16.9% 17.3% 16.4% Oman 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 8.0% 8.7% Tunisia 10.8% 11.0% 11.5% 11.7% 11.9% 12.1% 14.9% 14.8% Yemen, Rep. 7.3% 7.8% 8.2% 8.0% 7.3% 5.0% 2.0% 2.4% South Asia 8.6% 9.4% 9.7% 9.3% 9.4% 12.0% 10.9% 10.4% Bangladesh 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% India 0.9% 1.1% 1.3% 1.3% 1.3% 1.7% 1.4% 0.5% Nepal 38.9% 41.7% 42.0% 39.4% 40.0% 52.8% 46.7% 45.4% Pakistan 1.4% 1.5% 2.3% 2.4% 2.4% 3.4% 4.3% 6.0% Sri Lanka 2.2% 2.5% 3.1% 3.2% 3.3% 2.3% 2.4% 0.3% Sub-Saharan Africa 30.2% 28.7% 32.4% 33.1% 37.4% 45.3% 45.3% 45.0% Angola 38.1% 43.0% Benin 49.4% 48.2% 46.0% 46.0% 51.8% 53.1% Botswana 79.6% 79.5% 79.7% 80.7% 83.0% 84.2% 84.7% 84.0% Burkina Faso 44.4% 43.8% 24.4% 29.4% 30.4% Burundi 39.2% 37.3% 37.6% 37.2% 36.4% 16.2% 23.6% 21.5% Cameroon 65.4% 64.0% 63.9% 54.9% 56.7% 59.0%
Table C1: Foreign Bank Participation in Developing Countries 1995-2002 (cont.)
1995 1996 1997 1998 1999 2000 2001 2002 Cote d'Ivoire 20.3% 19.7% 20.0% 23.8% 53.6% 58.3% 62.8% 61.8% Ethiopia 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% Ghana 28.4% 29.9% 53.8% 53.9% 57.6% 64.7% 52.1% 52.8% Kenya 26.6% 27.6% 27.6% 29.4% 28.6% 31.6% 34.4% 36.0% Lesotho 84.9% 86.1% 86.3% Madagascar 42.3% 63.3% 62.1% 61.4% 62.0% Malawi 8.9% 8.2% 8.1% 8.9% 33.7% 27.5% 27.9% Mali 41.1% 41.3% 40.6% 40.3% 40.8% 57.6% 49.9% 48.9% Mauritius 9.5% 19.7% 22.5% 32.8% 42.4% 24.6% 25.3% 24.7% Mozambique 22.0% 38.4% 40.6% 44.8% 60.0% 72.2% 72.5% Namibia 45.2% 42.6% 35.5% 33.8% 35.3% 47.4% 68.6% 66.9% Niger 51.0% 51.1% 43.7% Nigeria 10.1% 10.1% 10.1% 9.5% 12.5% 15.0% 10.5% 11.2% Rwanda 22.4% 22.8% 21.1% 23.7% Senegal 43.1% 42.5% 42.6% 42.8% 42.3% 40.9% 39.1% Seychelles 12.6% 13.1% 13.6% 13.8% Sierra Leone 0.0% 0.0% 0.0% 31.6% 32.2% 29.5% South Africa 0.3% 0.2% 0.2% 0.2% 0.2% 11.4% 10.4% 10.8% Sudan 0.0% 0.0% 0.0% 3.0% 2.9% 4.7% Swaziland 79.1% 74.7% 71.1% Tanzania 26.0% 31.5% 31.5% 34.6% 63.5% 64.3% 64.3% Uganda 39.7% 38.5% 36.3% 69.8% 76.0% 53.8% 53.9% 55.4% Zambia 55.2% 52.9% 93.6% 57.2% 61.1% 69.7% 68.4% 66.6% Zimbabwe 45.8% 46.9% 49.8% 47.3% 58.2% 51.5% 33.8% 33.3%Source: Micco et al. (2005, 2006)
Table C2: Foreign Bank Participation in Developed Countries 1995-2002
1995 1996 1997 1998 1999 2000 2001 2002 DEVELOPED COUNTRIES 18.5% 19.5% 19.4% 20.6% 22.0% 29.0% 29.3% 29.7% Andorra 27.9% 29.1% 27.7% 28.5% 26.3% 46.3% 46.8% 48.3% Australia 6.1% 6.6% 6.7% 6.9% 6.6% 6.2% 7.6% 7.4% Austria 4.9% 5.0% 6.3% 36.8% 36.7% 29.4% 26.8% 23.9% Bahamas, The 85.0% 82.6% 72.8% 43.2% 39.0% 92.0% 96.7% 96.1% Bahrain 66.8% 71.0% 67.4% 67.9% 64.0% 60.3% 61.7% 63.0% Belgium 20.2% 19.4% 17.5% 31.4% 30.2% 26.3% 20.4% 29.5% Bermuda 9.3% 8.4% 7.7% 8.4% 8.1% 5.3% 0.0% 0.0% Canada 7.2% 7.3% 7.2% 6.7% 6.1% 7.8% 8.1% 8.2% Cayman Islands 48.2% 57.5% 40.5% 62.3% 62.0% 92.1% 92.8% 94.4% Cyprus 28.3% 44.2% 44.5% 46.2% 47.3% 49.7% 48.6% 48.1% Denmark 1.5% 1.6% 1.7% 1.5% 1.6% 22.0% 20.1% 21.2% Finland 0.0% 0.0% 24.4% 24.8% 24.5% 79.9% 91.9% 92.3% France 6.2% 6.2% 6.2% 8.0% 7.8% 4.4% 4.2% 3.6% Germany 4.7% 5.3% 4.8% 5.0% 4.9% 4.7% 3.4% 3.3% Greece 2.4% 2.9% 3.2% 3.1% 9.6% 10.5% 7.5% 12.8%
Table C2: Foreign Bank Participation in Developed Countries 1995-2002 (cont.)
1995 1996 1997 1998 1999 2000 2001 2002
Hong Kong, China 60.7% 59.3% 51.7% 50.2% 51.8% 58.9% 66.2% 65.3%
Iceland 0.0% 0.0% 0.0% 0.0% 5.2% 6.5% 0.0% 0.0% Ireland 21.8% 27.7% 32.5% 34.2% 36.2% 33.0% 30.7% 31.5% Israel 0.4% 0.5% 14.1% 18.4% 18.3% 19.0% 18.7% 19.2% Italy 2.4% 3.7% 4.7% 5.6% 5.1% 3.9% 7.3% 3.7% Japan 0.2% 0.2% 0.2% 0.2% 0.2% 0.1% 0.0% 0.0% Kuwait 3.9% 3.7% 3.5% 3.6% 3.5% 3.3% 3.1% 3.6% Liechtenstein 0.0% 0.0% 0.0% 0.0% 0.2% 1.8% 3.1% 8.6% Luxembourg 75.5% 76.5% 74.3% 74.3% 73.6% 85.7% 89.0% 84.9% Macao, China 42.4% 46.4% 48.5% 50.6% 62.5% 61.1% 67.6% 66.1% Malta 8.3% 8.3% 8.7% 8.9% 51.2% 56.4% 55.5% 56.8% Monaco 60.0% 63.6% 62.3% 58.6% 61.3% 89.4% 95.1% 94.8% Netherlands 7.6% 10.6% 9.3% 3.4% 2.8% 5.0% 4.6% 3.3% Netherlands Antilles 6.5% 6.6% 6.2% New Zealand 99.0% 79.9% 73.0% 77.0% 79.1% 73.4% 74.0% 78.4% Norway 5.2% 4.5% 7.6% 7.8% 4.9% 26.1% 19.6% 19.3% Portugal 13.3% 28.4% 26.0% 24.9% 24.6% 30.6% 23.5% 23.5% Qatar 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% 0.0% San Marino 58.1% 59.1% 58.7% Saudi Arabia 21.8% 22.7% 23.0% 23.3% 29.8% 22.8% 21.8% 21.8% Singapore 2.6% 2.7% 1.5% 1.5% 1.4% 46.6% 48.3% 40.6% Slovenia 6.8% 6.5% 6.4% 6.5% 6.1% 10.3% 14.3% 25.8% Spain 5.7% 5.7% 5.4% 5.9% 4.9% 6.5% 5.0% 5.3% Sweden 3.8% 3.6% 9.4% 13.1% 10.6% 14.4% 17.3% 13.3% Switzerland 2.1% 2.0% 2.1% 2.1% 2.1% 3.0% 5.7% 5.3% Taiwan 0.0% 0.0% 0.0% 0.1% 0.1% 0.1% 4.4% 4.7%
United Arab Emirates 3.5% 3.4% 3.3% 3.1% 3.1% 2.8% 2.7% 2.5%
United Kingdom 6.8% 7.0% 7.0% 8.3% 8.8% 8.2% 7.2% 6.5%
United States 3.5% 3.7% 3.1% 2.8% 3.7% 3.5% 3.9% 3.9%
D. Estimation Output Tables
Table D1: Direct Link Regression Results – GMM System Estimator
Dependent variable: log difference of GDP per capita
(1) (2) (3)
Initial GDP per capita (in logs) -0.0086 (0.012) ** -0.0082 (0.015) ** -0.0097 (0.005) *** Foreign bank asset share (in 1+ logs) (0.002) 0.1023 *** (0.000) 0.1400 *** (0.052) 0.0615 * Credit volume (in logs) -0.0004 (0.876) -0.0011 (0.671) -0.0011 (0.655) Credit volume*foreign bank asset share -0.0297 (0.001) *** -0.0387 (0.000) *** -0.0212 (0.013) ** Trade openness (in logs) (0.001) 0.0096 *** (0.013) 0.0070 ** (0.001) 0.0092 *** Inflation rate (deviation of the rate from 1, in logs) a) 0.0043
(0.696) -0.0039 (0.645) (0.027) 0.0185 ** Political risk (in logs) (0.667) 0.0013 (0.115) 0.0048 (0.897) 0.0004 Government expenditure level to GDP (in logs) (0.023) 0.0082 ** (0.032) 0.0078 ** (0.040) 0.0075 ** Main telephone lines per 1,000 people (in logs) (0.006) 0.0082 *** (0.001) 0.0093 *** (0.001) 0.0107 ***
Banking sector indicators
Net interest margin (deviation of the rate from 1, in logs) a) 0.2305
(0.020) **
Overhead costs (deviation of the rate from 1, in logs) a) 0.4321
(0.000) *** Profit before tax (deviation of the rate from 1, in logs) a) -0.1666
(0.014) **
Number of countries 111 111 111
Observations 801 803 803
Specification tests (p-values)
Sargan test 1.000 1.000 1.000
Second-order serial correlation test (AR2) b) 0.498 0.637 0.213
Source: author’s table
The numbers given in parenthesis are p-values of the estimated coefficients. * (**,***) denotes statistical significance at 10% (5%, 1%) level. The null hypothesis of the Sargan test is that the instruments are not correlated with the residuals (this indicates that the moment conditions hold). The null hypothesis of the second-order serial correlation test is that the errors in the first-difference regression exhibit no second-second-order serial correlation.
a) These variables are inverted by definition
b) To be able to test for second-order serial correlation I included an AR1 and AR2 term in both equations. In this case Eviews, the econometric package used, transforms the linear specification into a non-linear
Table D2: Volatility Effect Regression Results – Fixed Effects OLS
Dependent variable: GDP volatility (in logs)
(1) (2) (3)
Foreign bank asset share (0.232) 0.0002 (0.331) 0.1410 (0.580) 0.3038 Banking sector concentration 6.33E-05 (0.850) (0.520) 0.3106 (0.509) 0.3224 Financial sector development -7.10E-07 (0.569) (0.286) 0.0012 (0.450) 0.0010 Trade openness -8.31E-07 (0.689) (0.006) 0.0053 *** (0.006) 0.0054 *** Political risk -1.09E-06 (0.829) (0.000) 0.0271 *** (0.000) 0.0274 *** Terms of trade shocks -1.11E-06 (0.541) -0.0046 (0.041) ** -0.0045 (0.046) ** Money growth -1.85E-06 (0.412) -0.0017 (0.594) -0.0018 (0.585) Constant (0.000) 0.0021 *** (0.000) 7.9154 *** (0.000) 7.9060 *** Foreign bank asset share*developing country -0.1805 (0.759)
AR1 (0.069) 0.1112 * (0.068) 0.1118 * R² 0.9976 0.9990 0.9990 Adjusted R² 0.9971 0.9987 0.9987 Durbin-Watson 2.8926 2.2210 2.2299 Number of countries 45 45 45 Observations (unbalanced) 289 244 244
Source: author’s table