This document contains an analysis of international economics topics including:
1) International capital markets and how financial crises can emerge from issues like exchange rate fluctuations and government defaults. Greece joining the Euro is used as a case study.
2) The stages of economic integration from free trade areas to monetary unions and the theories surrounding them. Evidence from literature on economic integration processes is also reviewed.
3) The relationship between inflation and economic openness, as measured by trade intensity. Regressions show a negative correlation, with developing countries more impacted by inflation than developed ones.
Mercer Capital's Bank Watch | April 2020 | Ernest Hemingway, Albert Camus, an...Mercer Capital
This document summarizes an article analyzing potential credit risk issues for banks due to the COVID-19 pandemic and economic downturn. It begins by noting that while current asset quality metrics don't yet show issues, bank stock prices have fallen due to expected problems. The article then discusses using the 2008 financial crisis as a reference, noting loan growth was more balanced this time. Historical loss rates are compared to today. Areas of potential concern include commercial and industrial loans and commercial real estate loans to hard-hit industries like hotels and retail. The impacts on rural vs. metropolitan banks are also considered. Rating agency data on at-risk loan categories is presented.
The document discusses India's economic growth and whether it could experience a bubble and crisis similar to Japan in the 1980s-90s. It notes that India's stock market has grown strongly but questions if this is a bubble close to bursting. It analyzes India's stock market performance and P/E ratios, finding the market fell after two years when P/E ratios exceeded 20. This raises concerns current high P/E ratios could lead to a crash. It also notes India's industrial output has recently slumped, posing another threat to economic growth. The document questions if India is on the verge of an economic bubble bursting.
How The Growth Of Emerging Markets Will Strain Global FinanceChaitanya Rane
1) The demand for capital investment is expected to surge globally by 2030 due to rapid infrastructure development in emerging markets like Africa, Asia, and Latin America. This could strain the global financial system.
2) Global savings may decline as populations age and China shifts toward increased domestic consumption, reducing its high savings rate. This could result in a gap between global capital supply and demand.
3) The gap between capital supply and demand could push up real interest rates, crowd out some investments, and potentially slow global economic growth unless new channels for financial intermediation are developed.
Sovereign credit risk, liquidity, and the ecb intervention: deus ex machina? ...SYRTO Project
Sovereign credit risk, liquidity, and the ecb intervention: deus ex machina? - Loriana Pelizzon, Marti Subrahmanyam, Davide Tomio, Jun Uno. June, 5 2014. First International Conference on Sovereign Bond Markets.
This document provides a summary of the global economic outlook and trends for retailers to consider. It discusses slowing economic growth in many leading markets in 2012. In Europe, government spending cuts and debt issues are weakening economies and confidence. In the US, uncertainty around fiscal policy is hurting markets. China is also slowing after monetary tightening. Some positives for retailers include potential margin improvements from lower commodity prices and inflation in some countries. Long term global growth prospects remain strong, especially in emerging markets.
The UN/DESA Expert Group Meeting on the World Economy (Project LINK) was held in New York on 24-26 October. The agenda of the meeting included three broad items: (1) Economic outlook for the world economy in 2012-2013, (2) Major macroeconomic policy issues, and (3) Econometric modelling. The LINK Global Economic Outlook summarizes the forecasts for the world economy in 2012-2013. Also available are the LINK Country Reports which contain detailed country forecasts and policy analyses.
The document discusses the sluggish economic recovery in the US despite massive monetary expansion by the Federal Reserve. It provides the following key points:
1) Most of the money from quantitative easing programs has remained as excess reserves held by banks at the Federal Reserve rather than flowing into the real economy or increasing bank lending.
2) Money supply has grown but credit growth and velocity of money remain low, restraining economic growth.
3) Investment remains subdued due increased uncertainty from issues like the ongoing Eurozone crisis.
4) Infrastructure investment is proposed as an alternative driver of growth and employment given the lagging housing sector recovery.
Mercer Capital's Bank Watch | April 2020 | Ernest Hemingway, Albert Camus, an...Mercer Capital
This document summarizes an article analyzing potential credit risk issues for banks due to the COVID-19 pandemic and economic downturn. It begins by noting that while current asset quality metrics don't yet show issues, bank stock prices have fallen due to expected problems. The article then discusses using the 2008 financial crisis as a reference, noting loan growth was more balanced this time. Historical loss rates are compared to today. Areas of potential concern include commercial and industrial loans and commercial real estate loans to hard-hit industries like hotels and retail. The impacts on rural vs. metropolitan banks are also considered. Rating agency data on at-risk loan categories is presented.
The document discusses India's economic growth and whether it could experience a bubble and crisis similar to Japan in the 1980s-90s. It notes that India's stock market has grown strongly but questions if this is a bubble close to bursting. It analyzes India's stock market performance and P/E ratios, finding the market fell after two years when P/E ratios exceeded 20. This raises concerns current high P/E ratios could lead to a crash. It also notes India's industrial output has recently slumped, posing another threat to economic growth. The document questions if India is on the verge of an economic bubble bursting.
How The Growth Of Emerging Markets Will Strain Global FinanceChaitanya Rane
1) The demand for capital investment is expected to surge globally by 2030 due to rapid infrastructure development in emerging markets like Africa, Asia, and Latin America. This could strain the global financial system.
2) Global savings may decline as populations age and China shifts toward increased domestic consumption, reducing its high savings rate. This could result in a gap between global capital supply and demand.
3) The gap between capital supply and demand could push up real interest rates, crowd out some investments, and potentially slow global economic growth unless new channels for financial intermediation are developed.
Sovereign credit risk, liquidity, and the ecb intervention: deus ex machina? ...SYRTO Project
Sovereign credit risk, liquidity, and the ecb intervention: deus ex machina? - Loriana Pelizzon, Marti Subrahmanyam, Davide Tomio, Jun Uno. June, 5 2014. First International Conference on Sovereign Bond Markets.
This document provides a summary of the global economic outlook and trends for retailers to consider. It discusses slowing economic growth in many leading markets in 2012. In Europe, government spending cuts and debt issues are weakening economies and confidence. In the US, uncertainty around fiscal policy is hurting markets. China is also slowing after monetary tightening. Some positives for retailers include potential margin improvements from lower commodity prices and inflation in some countries. Long term global growth prospects remain strong, especially in emerging markets.
The UN/DESA Expert Group Meeting on the World Economy (Project LINK) was held in New York on 24-26 October. The agenda of the meeting included three broad items: (1) Economic outlook for the world economy in 2012-2013, (2) Major macroeconomic policy issues, and (3) Econometric modelling. The LINK Global Economic Outlook summarizes the forecasts for the world economy in 2012-2013. Also available are the LINK Country Reports which contain detailed country forecasts and policy analyses.
The document discusses the sluggish economic recovery in the US despite massive monetary expansion by the Federal Reserve. It provides the following key points:
1) Most of the money from quantitative easing programs has remained as excess reserves held by banks at the Federal Reserve rather than flowing into the real economy or increasing bank lending.
2) Money supply has grown but credit growth and velocity of money remain low, restraining economic growth.
3) Investment remains subdued due increased uncertainty from issues like the ongoing Eurozone crisis.
4) Infrastructure investment is proposed as an alternative driver of growth and employment given the lagging housing sector recovery.
This document contains notes from a lecture given by Brian Butler on international finance and global economics. It discusses several key topics:
- The risks to China of holding large US dollar reserves, including depreciation of the dollar and higher US inflation eroding the value of those reserves over time.
- The risks to the US from high debt levels and budget/trade deficits, but also why a US default is unlikely due to its ability to service debt in its own currency.
- The challenges faced by both China and the US - China wants to diversify reserves for better returns but also avoid currency appreciation, while the US relies on foreign demand for treasuries to fund its deficits.
This document provides an economic overview and outlook for the United States in Q2 2012. It discusses the country's GDP growth estimates of 2.1% for 2012 and 2.4% for 2013, high debt levels, and unemployment above 8%. The housing market is showing signs of stabilization with home sales up 7% in 2012. The energy sector is becoming more self-sufficient due to increased natural gas production and projected reductions in Middle East oil reliance by 2020. Looming issues include the "Fiscal Cliff" at the end of 2012 and greater financial regulation under Dodd-Frank.
Leszek Balcerowicz. Euro: problems and solutionsEesti Pank
This document summarizes a presentation on problems and solutions related to the Euro. It discusses economic growth in the EU from 2008-2013, reasons for deep recessions in some Eurozone countries including financial and fiscal crises, policy responses and their impact on GDP growth, issues related to the Eurozone crisis, and necessary solutions. The presentation contains graphs and tables displaying economic indicators for various countries.
"Show me the incentive and I'll show you the outcome" – Veripath Farmland Funds Q4 Investor Letter: Investing in a World of Financial Repression, Negative Real Rates, Valuation “Challenges” and Inflationary Forces.
Do G7 governments have an incentive to attempt to keep inflation higher for longer and real rates lower for longer? Negative real rates across a broad spectrum of credit assets are a graphic sign that we inhabit a world of financial repression orchestrated by central banks at the formal/informal behest of sovereign borrowers. In a normally functioning market, lenders do not provide capital to borrowers for negative yields – i.e., they do not pay for the privilege of lending. It goes without saying we are not in a normally functioning market.
The document discusses the shape of the global economic recovery and associated risks. It finds that while growth rebounded in 2010, the recovery is not sustainable and a downturn is expected in 2011. Europe faces significant risks from debt problems and austerity measures. The US recovery depends on weak consumer demand as households pay down debt. China also faces recession risks from a slowing property market and investment.
This document provides an overview and analysis of the global economic outlook and its implications for retailers. It discusses how the ongoing crisis in the Eurozone has caused economic slowdowns around the world, including in the US, China, and other large economies. If the issues in Europe are not resolved, there is a risk of sovereign defaults that could lead to a collapse of the Eurozone with severe global economic consequences. The outlook suggests a modest acceleration in the US economy but continued structural changes, while China appears to be avoiding a hard landing through stimulus measures.
1. The study analyzes how bank credit supply shocks affect aggregate productivity growth in the Italian manufacturing sector between 2000-2015.
2. The results show that credit supply shocks negatively impact average productivity but positively impact reallocation of resources from less to more productive firms.
3. During the crisis, credit supply shocks contributed to a 1/4 drop in average productivity growth but a 1/2 increase in productivity from reallocation, largely offsetting the negative effects.
The World Economic Situation and Prospects 2012 Global economic outlook was pre-released on 1 December at UN Headquarters in New York. The report estimates growth of world gross product (WGP) at 2.8 per cent in 2011, and its baseline forecast projects growth of 2.6 per cent for 2012 and 3.2 per cent for 2013, well below pre-crisis pace of global growth. Risks for a double-dip recession have heightened, however.
1) Debt levels across the Eurozone and other countries are at historically high and unsustainable levels, with total debt exceeding several times annual economic output.
2) Traditional methods of dealing with too much debt, like austerity, have severe economic and social consequences and have not proven effective. Growing out of debt through economic growth faces significant headwinds.
3) Failure to address excessive debt levels risks deflation, stagnation, or even a return to barter-like economies as seen in ancient times, threatening economic and political systems. Bold actions may be needed to avoid these outcomes.
Mid year outlook market perspectives july 2012 finalRankia
The document provides an outlook for the second half of 2012. It discusses that the global economy remains in a slow recovery threatened by the ongoing European crisis. The US economy is expected to continue modest growth of around 2% for the rest of the year. However, risks include the potential "fiscal cliff" facing the US and uncertainty around resolving Europe's banking and debt issues, which could trigger a global recession if not addressed. The outlook remains cautious given these geopolitical and economic uncertainties.
The document summarizes the current global macroeconomic environment. It finds that global economic growth has weakened over the past six months and is expected to remain modest in 2013. While fiscal policy is constrained by high debt levels, monetary policy remains loose but has not been effective at boosting growth. The Eurozone is expected to contract again in 2013, while growth in the US and emerging markets is stable but weak. Risks to the outlook are high given uncertainty around fiscal and monetary policies and the unresolved Eurozone crisis.
This document provides an overview and agenda for a macroeconomic conference on January 22nd, 2014. It introduces the two main speakers, Gavyn Davies and Neil Williams, and gives brief biographies of each. The agenda includes presentations by Davies on the global economic outlook for 2014 and the end of quantitative easing programs. Williams will also present on the global economic outlook and end of quantitative easing. There will be a panel session at the end with both speakers and a moderator. The document provides context for the conference and introduces the expert presenters.
Inflation targeting misfiring on development of housing market bubbleLondonMet PGR Students
1) Keeping interest rates too low from 2002-2004 despite rising inflation contributed to the growth of the housing market bubble as it encouraged excessive borrowing.
2) Then sharply raising rates from 2004-2006 may have triggered the bursting of the housing bubble in 2007.
3) The combination of higher rates and high debt levels had a devastating effect as borrowers could no longer afford their mortgage payments, leading to a collapse in demand, falling GDP, and bankruptcies.
Lenders are becoming more optimistic about commercial real estate markets and loan growth. While over half of lenders saw an increase in new loan originations in 2012, most do not expect lending conditions to substantially recover until after 2014. Non-bank lenders like insurers have seen the biggest loan book growth as banks continue deleveraging. Progress in working out problem loans is advancing, though lenders remain selective, focusing on prime assets in major cities and remaining cautious of secondary markets and non-prime properties.
1) After the Asian financial crisis, Asian economies shifted to more flexible exchange rate regimes to reduce vulnerability to currency crises, while still maintaining some intervention to prevent large fluctuations. This created more room for monetary policy autonomy.
2) Equity market integration has increased within ASEAN and globally, indicating financial shocks can spread rapidly across Asian markets. The risk of contagion may increase if foreign investors treat ASEAN equities as one asset class.
3) Capital controls can help reduce financial contagion risks if used prudentially, such as taxes on short-term inflows. However, unilateral imposition could be harmful, so a regional guideline would help coordinate macroprudential controls.
This document discusses Abenomics vs. the Austerian approach to economic policy. It provides context on the 2007-2009 Great Recession and countries' responses. The Austerians advocated fiscal austerity through spending cuts and tax reductions to promote growth. Japan under Prime Minister Shinzō Abe pursued Abenomics, reversing austerity with inflation targeting and increased spending, which showed modest economic improvement. The document analyzes experiences in the UK, US, and Iceland to argue Abenomics may better cure global economic issues than austerity.
The global economy is slowing in 2012, with growth expected to be slower than 2011 in many leading markets. In Europe, governments are cutting spending and raising taxes to address fiscal issues, weakening economies and undermining confidence. While recent actions have stabilized the situation temporarily, the long-term future of the Eurozone remains uncertain and could involve either greater integration or failure of the currency union. Consumer products companies may find opportunities in slower commodity prices and inflation in some markets.
'Troika austerity and alternatives in Greece', MOC Brussels lectureStavros Mavroudeas
This document provides an overview and analysis of the Greek economic crisis. It discusses:
1) What is not the Greek crisis - it was not caused by exorbitant wage increases as claimed by some, as Greek wages consistently lagged behind productivity.
2) What is the Greek crisis - it is a systemic structural crisis caused by a falling profitability rate for Greek capital and an unequal relationship between Greece and more developed EU economies that deindustrialized Greece.
3) What are the troika Economic Adjustment Programs - the austerity programs implemented since 2010 that have caused GDP to fall 26% and unemployment to surge, while failing to reduce debt as projected due to recession. Alternative strategies like renegotiation
The document summarizes and discusses three papers on the relationship between financial frictions, capital misallocation, and productivity. All three papers find different and innovative empirical evidence on this relationship. The discussion focuses on reconciling the different results, addressing open questions, and identifying areas where more work is needed, such as understanding differences between countries and the roles of banks, firm financial constraints, and credit supply shocks.
Presentation by Leszek Balcerowicz, Warsaw School of Economics at the Conference "Have We Learnt Anything from the Crisis?" in Riga, Latvia. 17.10.2014
The document discusses Europe's fragmented bond markets, which have become more divided during the euro crisis. Government bond yields have varied widely between member states, making fiscal adjustment difficult for countries with high borrowing costs and slowing economic growth. While market differentiation pressures fiscal discipline, the current level of variance is unsustainable. Integrating Europe's bond markets into a large, unified market could help overcome difficulties by creating more liquidity and lowering interest rates, but this cannot undermine budget constraints for highly indebted countries.
This document contains notes from a lecture given by Brian Butler on international finance and global economics. It discusses several key topics:
- The risks to China of holding large US dollar reserves, including depreciation of the dollar and higher US inflation eroding the value of those reserves over time.
- The risks to the US from high debt levels and budget/trade deficits, but also why a US default is unlikely due to its ability to service debt in its own currency.
- The challenges faced by both China and the US - China wants to diversify reserves for better returns but also avoid currency appreciation, while the US relies on foreign demand for treasuries to fund its deficits.
This document provides an economic overview and outlook for the United States in Q2 2012. It discusses the country's GDP growth estimates of 2.1% for 2012 and 2.4% for 2013, high debt levels, and unemployment above 8%. The housing market is showing signs of stabilization with home sales up 7% in 2012. The energy sector is becoming more self-sufficient due to increased natural gas production and projected reductions in Middle East oil reliance by 2020. Looming issues include the "Fiscal Cliff" at the end of 2012 and greater financial regulation under Dodd-Frank.
Leszek Balcerowicz. Euro: problems and solutionsEesti Pank
This document summarizes a presentation on problems and solutions related to the Euro. It discusses economic growth in the EU from 2008-2013, reasons for deep recessions in some Eurozone countries including financial and fiscal crises, policy responses and their impact on GDP growth, issues related to the Eurozone crisis, and necessary solutions. The presentation contains graphs and tables displaying economic indicators for various countries.
"Show me the incentive and I'll show you the outcome" – Veripath Farmland Funds Q4 Investor Letter: Investing in a World of Financial Repression, Negative Real Rates, Valuation “Challenges” and Inflationary Forces.
Do G7 governments have an incentive to attempt to keep inflation higher for longer and real rates lower for longer? Negative real rates across a broad spectrum of credit assets are a graphic sign that we inhabit a world of financial repression orchestrated by central banks at the formal/informal behest of sovereign borrowers. In a normally functioning market, lenders do not provide capital to borrowers for negative yields – i.e., they do not pay for the privilege of lending. It goes without saying we are not in a normally functioning market.
The document discusses the shape of the global economic recovery and associated risks. It finds that while growth rebounded in 2010, the recovery is not sustainable and a downturn is expected in 2011. Europe faces significant risks from debt problems and austerity measures. The US recovery depends on weak consumer demand as households pay down debt. China also faces recession risks from a slowing property market and investment.
This document provides an overview and analysis of the global economic outlook and its implications for retailers. It discusses how the ongoing crisis in the Eurozone has caused economic slowdowns around the world, including in the US, China, and other large economies. If the issues in Europe are not resolved, there is a risk of sovereign defaults that could lead to a collapse of the Eurozone with severe global economic consequences. The outlook suggests a modest acceleration in the US economy but continued structural changes, while China appears to be avoiding a hard landing through stimulus measures.
1. The study analyzes how bank credit supply shocks affect aggregate productivity growth in the Italian manufacturing sector between 2000-2015.
2. The results show that credit supply shocks negatively impact average productivity but positively impact reallocation of resources from less to more productive firms.
3. During the crisis, credit supply shocks contributed to a 1/4 drop in average productivity growth but a 1/2 increase in productivity from reallocation, largely offsetting the negative effects.
The World Economic Situation and Prospects 2012 Global economic outlook was pre-released on 1 December at UN Headquarters in New York. The report estimates growth of world gross product (WGP) at 2.8 per cent in 2011, and its baseline forecast projects growth of 2.6 per cent for 2012 and 3.2 per cent for 2013, well below pre-crisis pace of global growth. Risks for a double-dip recession have heightened, however.
1) Debt levels across the Eurozone and other countries are at historically high and unsustainable levels, with total debt exceeding several times annual economic output.
2) Traditional methods of dealing with too much debt, like austerity, have severe economic and social consequences and have not proven effective. Growing out of debt through economic growth faces significant headwinds.
3) Failure to address excessive debt levels risks deflation, stagnation, or even a return to barter-like economies as seen in ancient times, threatening economic and political systems. Bold actions may be needed to avoid these outcomes.
Mid year outlook market perspectives july 2012 finalRankia
The document provides an outlook for the second half of 2012. It discusses that the global economy remains in a slow recovery threatened by the ongoing European crisis. The US economy is expected to continue modest growth of around 2% for the rest of the year. However, risks include the potential "fiscal cliff" facing the US and uncertainty around resolving Europe's banking and debt issues, which could trigger a global recession if not addressed. The outlook remains cautious given these geopolitical and economic uncertainties.
The document summarizes the current global macroeconomic environment. It finds that global economic growth has weakened over the past six months and is expected to remain modest in 2013. While fiscal policy is constrained by high debt levels, monetary policy remains loose but has not been effective at boosting growth. The Eurozone is expected to contract again in 2013, while growth in the US and emerging markets is stable but weak. Risks to the outlook are high given uncertainty around fiscal and monetary policies and the unresolved Eurozone crisis.
This document provides an overview and agenda for a macroeconomic conference on January 22nd, 2014. It introduces the two main speakers, Gavyn Davies and Neil Williams, and gives brief biographies of each. The agenda includes presentations by Davies on the global economic outlook for 2014 and the end of quantitative easing programs. Williams will also present on the global economic outlook and end of quantitative easing. There will be a panel session at the end with both speakers and a moderator. The document provides context for the conference and introduces the expert presenters.
Inflation targeting misfiring on development of housing market bubbleLondonMet PGR Students
1) Keeping interest rates too low from 2002-2004 despite rising inflation contributed to the growth of the housing market bubble as it encouraged excessive borrowing.
2) Then sharply raising rates from 2004-2006 may have triggered the bursting of the housing bubble in 2007.
3) The combination of higher rates and high debt levels had a devastating effect as borrowers could no longer afford their mortgage payments, leading to a collapse in demand, falling GDP, and bankruptcies.
Lenders are becoming more optimistic about commercial real estate markets and loan growth. While over half of lenders saw an increase in new loan originations in 2012, most do not expect lending conditions to substantially recover until after 2014. Non-bank lenders like insurers have seen the biggest loan book growth as banks continue deleveraging. Progress in working out problem loans is advancing, though lenders remain selective, focusing on prime assets in major cities and remaining cautious of secondary markets and non-prime properties.
1) After the Asian financial crisis, Asian economies shifted to more flexible exchange rate regimes to reduce vulnerability to currency crises, while still maintaining some intervention to prevent large fluctuations. This created more room for monetary policy autonomy.
2) Equity market integration has increased within ASEAN and globally, indicating financial shocks can spread rapidly across Asian markets. The risk of contagion may increase if foreign investors treat ASEAN equities as one asset class.
3) Capital controls can help reduce financial contagion risks if used prudentially, such as taxes on short-term inflows. However, unilateral imposition could be harmful, so a regional guideline would help coordinate macroprudential controls.
This document discusses Abenomics vs. the Austerian approach to economic policy. It provides context on the 2007-2009 Great Recession and countries' responses. The Austerians advocated fiscal austerity through spending cuts and tax reductions to promote growth. Japan under Prime Minister Shinzō Abe pursued Abenomics, reversing austerity with inflation targeting and increased spending, which showed modest economic improvement. The document analyzes experiences in the UK, US, and Iceland to argue Abenomics may better cure global economic issues than austerity.
The global economy is slowing in 2012, with growth expected to be slower than 2011 in many leading markets. In Europe, governments are cutting spending and raising taxes to address fiscal issues, weakening economies and undermining confidence. While recent actions have stabilized the situation temporarily, the long-term future of the Eurozone remains uncertain and could involve either greater integration or failure of the currency union. Consumer products companies may find opportunities in slower commodity prices and inflation in some markets.
'Troika austerity and alternatives in Greece', MOC Brussels lectureStavros Mavroudeas
This document provides an overview and analysis of the Greek economic crisis. It discusses:
1) What is not the Greek crisis - it was not caused by exorbitant wage increases as claimed by some, as Greek wages consistently lagged behind productivity.
2) What is the Greek crisis - it is a systemic structural crisis caused by a falling profitability rate for Greek capital and an unequal relationship between Greece and more developed EU economies that deindustrialized Greece.
3) What are the troika Economic Adjustment Programs - the austerity programs implemented since 2010 that have caused GDP to fall 26% and unemployment to surge, while failing to reduce debt as projected due to recession. Alternative strategies like renegotiation
The document summarizes and discusses three papers on the relationship between financial frictions, capital misallocation, and productivity. All three papers find different and innovative empirical evidence on this relationship. The discussion focuses on reconciling the different results, addressing open questions, and identifying areas where more work is needed, such as understanding differences between countries and the roles of banks, firm financial constraints, and credit supply shocks.
Presentation by Leszek Balcerowicz, Warsaw School of Economics at the Conference "Have We Learnt Anything from the Crisis?" in Riga, Latvia. 17.10.2014
The document discusses Europe's fragmented bond markets, which have become more divided during the euro crisis. Government bond yields have varied widely between member states, making fiscal adjustment difficult for countries with high borrowing costs and slowing economic growth. While market differentiation pressures fiscal discipline, the current level of variance is unsustainable. Integrating Europe's bond markets into a large, unified market could help overcome difficulties by creating more liquidity and lowering interest rates, but this cannot undermine budget constraints for highly indebted countries.
The future of the Euro after the Great Recession by Javier Andrés and Rafel D...Círculo de Empresarios
1. This chapter analyzes the challenges facing the Eurozone and proposals to improve economic governance through fiscal, financial, and economic integration.
2. From the mid-1990s to 2007, developed economies experienced strong growth known as the "Great Moderation," but this masked growing imbalances.
3. The document examines the reasons for imbalances, their significance, and heterogeneity among Eurozone countries, to understand the challenges and potential solutions for the Eurozone's economic future.
The document provides background on the creation of the euro zone and the euro currency. It summarizes the factors that led to convergence initially but then divergence during the global financial crisis, exposing weaknesses in some euro zone economies. The crisis is described as stemming from high sovereign debt, fiscal deficits, and structural economic problems. Rescue efforts like the EFSF and ESM were created but have so far failed to fully reassure markets. Specific issues facing Ireland, Portugal, Spain, Italy, and Greece are also outlined.
As the global financial crisis entered its most dramatic phase, in the second half of 2008, the International Monetary Fund (IMF), many governments and several distinguished scholars advocated expansionary fiscal olicy as the second most effective tool (after monetary stimulus) to fight deep recession and deflation. Now, more than a year later, the previous excitement surrounding the supposed power of fiscal stimulus largely disappeared and instead has been replaced by ising concerns over the sustainability of public finances in many countries. Unfortunately, the previous enthusiasts of the active counter‐cyclical fiscal policy have not always realized the causality between the two.
Authored by: Marek Dąbrowski
Published in 2009
The Effects of Currency Futures Trading on the Turkish Spot Market - Samet Ma...Samet Marasli
This document summarizes a study on the effects of currency futures trading on the volatility of the underlying Turkish currency market. The analysis uses a GARCH model and data from 1999-2011 on the returns of a currency basket consisting of the euro and USD. The results show that: 1) The introduction of currency futures reduces currency market volatility. 2) Considering the 2008 global crisis, currency futures trading yielded even more beneficial results by reducing volatility. 3) The onset of currency futures increased the efficiency of the spot currency market.
1. The document discusses the costs and benefits of forming an Optimum Currency Area (OCA). Key costs include the inability to use exchange rate adjustment and specialization leading to asymmetric shocks. Benefits include reduced transaction costs and increased price stability.
2. To mitigate costs, the document suggests implementing a single fiscal policy and better financial integration across members. It also recommends monitoring members' balance of payments and issuing import directives from the central union to maintain positive balances.
3. Forming a successful OCA requires addressing issues like asymmetric shocks, demand adjustments, and balancing members' economic structures through policy coordination.
1. The document discusses the impact of the debt crisis in European countries that use the euro. It led to higher growth initially but also rising current account imbalances.
2. Two potential solutions are discussed: further integrating policies and governments in the EU, and reducing peripheral debt through tools like Eurobonds or other mechanisms.
3. The methodology section outlines that the research will use both primary and secondary data sources to examine the issues and develop understanding of the impacts in different eurozone countries. A deductive or inductive approach may be taken.
This document summarizes a study that examines the impact of the COVID-19 pandemic on stock market volatility in euro area countries. It uses a GARCH modeling approach with dummy variables to analyze daily returns of 16 stock market indices from January 2016 to December 2020. The results show that euro area markets responded differently to the pandemic, with those having middle-large financial centers more impacted by the first wave, while the second wave mainly impacted Belgium. It also examines time-varying risk premium, leverage effect, and volatility persistence across markets.
This document summarizes a research paper that investigates the antecedents and consequences of Greece's debt crisis as well as reforms to address it. 1) Weak fiscal management, misreported statistics, corruption, and inflexible policies made Greece vulnerable to the crisis. 2) The crisis had twin constraints - large budget and current account deficits - and its consequences included high unemployment and loss of investor confidence. 3) Greece undertook austerity measures to meet deficit targets under the Stability and Growth Pact but faced challenges due to its large external debt.
Greece experienced strong economic growth after adopting the Euro due to easy credit availability, but faced high budget and current account deficits. The government overspent on pensions and healthcare while tax evasion reduced revenue collection. This, combined with decreasing competitiveness and sensitivity to investor confidence, led Greece into a recession. Greece was forced to accept international bailouts with austerity conditions. Structural reforms like privatization, education investment, and trade/foreign investment promotion will be needed for long-term recovery.
Money Deficits and Inflation Evidence and Policy Issues of Euro Zone during D...paperpublications3
Abstract: An important lesson from the euro area sovereign debt crisis is that the need for sound economic policies does not end once a country has adopted the euro. There are no automatic mechanisms to ensure that the process of nominal convergence which occurs before adoption of the euro produces sustainable real convergence there after. The global financial crisis that started in 2008 has showed that some countries participating in Economic and Monetary Union (EMU) had severe weaknesses in their structural and institutional set-up. This has resulted in a large and protracted fall in real per capita income levels in these countries since 2008. While there has been real convergence in the European Union (EU) as a whole since 1999 owing to the catching up of central and eastern European (CEE) economies, there has been no process of real convergence among the 12 countries that adopted the euro in 1999 and 2001. This lack of convergence is related to several factors, notably weak institutions, structural rigidities, weak productivity growth and in sufficient policies to address asset price booms. Against this background, several factors appear crucial for ensuring real convergence in EMU: macroeconomic stability, and sound fiscal policy in particular; a high degree of flexibility in product and labor markets; favorable conditions for an efficient use of capital and labor in the economy, supporting total factor productivity (TFP) growth; economic integration within the euro area; and a more active use of national policy tools to prevent asset price and credit boom-bust cycles.
Keywords: Money Deficits, Inflation, Policy, Euro Zone,Sustainability, Monetary Policy, Investments.
Jel codes: H62, H68, H6, E41, E42
Title: Money Deficits and Inflation Evidence and Policy Issues of Euro Zone during Debt Crisis
Author: Dr. Stamatis Kontsas
ISSN 2349-7807
International Journal of Recent Research in Commerce Economics and Management (IJRRCEM)
Paper Publications
Long Run Drivers of Current Account Imbalances: the role of trade opennessGiuseppe Caivano
This document summarizes research examining the role of trade openness in long-run current account imbalances in EU countries from 1974-2011. The researchers find that:
1) Real exchange rates are the most important driver of current account balances, but their impact varies significantly depending on a country's trade openness, with less open countries being more sensitive to exchange rate changes.
2) Other determinants like income, credit, and government debt also have heterogeneous effects across countries that can be explained by differences in trade openness and exposure to emerging market competition.
3) Countries with smaller tradable sectors and less trade openness, like southern European nations, were more affected by competitive pressures from emerging markets like
POLICY PAPER-MOU Impact on Cyprus, Gr. & Portug. Economies.-CCEIA-FINAL-4.11.15PANAYIOTIS TILLIROS
This document provides an overview of the causes and impacts of memoranda of understanding (MOUs) imposed on the economies of Cyprus, Greece, and Portugal by the Troika (European Commission, European Central Bank, International Monetary Fund). It discusses the background of the European sovereign debt crisis and issues with the Eurozone architecture. It then examines the economies, conditions, and impacts of the MOUs in Cyprus, Greece, and Portugal. The document critically analyzes the Troika's philosophy and failures in its approach. It explores reasons for the economic collapses in Cyprus and Greece and provides some alternative policy considerations.
This document provides an overview and analysis of the global economic outlook for retailers in 2012. It discusses slower anticipated growth in Europe, the United States, China, and other BRIC countries. The three possible scenarios for the Eurozone are integration with fiscal union, failure of the Eurozone, or continued "muddling along" with slow growth and uncertainty. The outlook for China includes an economic deceleration and concerns about rising debt levels. Retailers may face challenges like weak consumer spending but also opportunities for global expansion.
Swedbank was founded in 1820, as Sweden’s first savings bank was established. Today, our heritage is visible in that we truly are a bank for each and every one and in that we still strive to contribute to a sustainable development of society and our environment. We are strongly committed to society as a whole and keen to help bring about a sustainable form of societal development. Our Swedish operations hold an ISO 14001 environmental certification, and environmental work is an integral part of our business activities.
The document provides an economic outlook for retailers globally. It discusses the slowdown in major economies due to the European debt crisis dragging down demand. While the US economy is expected to accelerate in 2013 if fiscal issues are resolved, growth remains tied to uncertainties in Europe. China has slowed but avoided a hard landing through stimulus. Long-term, China faces challenges of rebalancing its economy away from investment and managing demographic shifts. The outlook for retailers will be influenced by continued consumer spending in the US but greater dependence on exports and emerging markets globally going forward.
The document discusses key issues related to the Eurozone and Britain's position regarding adopting the Euro. It covers topics such as which countries have adopted the Euro, convergence criteria for joining, the motivations and cases for and against Britain adopting the Euro, and tensions that have arisen within the Eurozone.
This document analyzes the extent to which privatization can help alleviate Greece's debt crisis in 2011. It discusses previous privatizations in Greece and their outcomes. It also compares Greece's privatization plan in 2011 to the UK's privatization experience and challenges. The research examines issues that may arise during implementation of the Greek plan and whether privatization or private ownership is the answer to Greece's debt crisis. The document outlines the methodology, literature review, findings, and conclusions of the research study on Greece's privatization plan.
This presentation considers the possibility of a second recession in the face of the ongoing European Debt Crisis, misguided attempts to address the crisis through austerity and struggling world economies. It also reflects on the impact of the probable break-up of EU’s currency union, measures to avert the scenario and vulnerable positions of the economies of the USA, China and India to more trouble in the Euro-zone.
The doomsday scenario has been summarized by Martin Wolf of Financial Times (May 17, 2012):
“The mechanisms at work would be powerful: bank runs; the imposition of (illegal) exchange controls; legal uncertainties; asset price collapses; unpredictable shifts in balance sheets; freezing of the financial system; disruption of central banking; collapse in spending and trade; and enormous shifts in the exchange rates of new currencies.
.
3. 1 International Capital Markets and Financial Cri-
sis
Capital markets are the part of the financial system which raises capital
funds by dealing in shares and bonds. This allows capital to flow across
international borders for a more efficient. Capital markets also mobilize
savings and increase economic growth and development.
Foreign Assets
Domestic Goods
Services
Foreign Goods
Services
Domestic Assets
Figure.1 International Capital Markets
There are two markets, the primary market where securities are sold for the
first time and a secondary market in which buying and selling of previously
issued securities is done. An international capital market involves trade
between domestic capital markets (figure 1)There are specific risks involved
in International capital markets such as:
- Exchange rate fluctuations: which causes bond purchasers to suffer
capital loss.
- Default: where a party refuses to pay its debt or is unable to.
Bonds are agreements offered by governments and corporations that
enable them to raise funds with the promise of a larger return at a later
date. Governments can finance spending through monetizing debt, this is
when the government issues shares and the central bank purchase them
with newly created money. This can allow the government to increase its
spending or pay off portions of its debt. As long as the government borrows
in the same currency it issues it can never become bankrupt.
When Greece joined the Euro in 2001 it lost the ability to finance its own
debt through monetizing, however it gained the benefits of a stable currency,
this lead to a fall in the 10-year Greek government bond from 20% to 3.5%
3
4. in 2001 (Hardouvelis, 2011). The adoption of the Euro also lowered inflation
reducing the uncertainty caused by inflation distortion (Kouretas, 2010).
With both low inflation and nominal interest rates real GDP grew 3.9% per
year between 2001-2008. The Greek government did not take advantage
of the low inflation environment running a fiscal deficit of 6% a year and
increased the share of government spending to GDP (Antzoulatos, 2011).
When the financial crisis between 2007-2009 occurred unstable fiscal and
external imbalances were exposed in Greece.
Excessive government debt and a large current account deficit led to in-
creased bond interest rates due to the lack of competitiveness in the Greek
economy which indicated it would not be able to grow its way out of its debt
(Gibson et al, 2012). Greece was therefore no able to pay its loans which
lead to further refinancing and a reduced credit rating. Which lead to a loss
of liquidity due to lack of monetary policy control and therefore a larger
financial crisis.
2 Economic Integration
2.1 EMU and GDP growth
The European Monetary Union (EMU) was established in 1999 as part of the
the EU integration process. Liadze et al. (2008) found that between 1999 and
2007 EMU area growth has been weak relative to the US, UK, and Sweden
figure2 supports this data and shows that this pattern continued after the
2008. If the recession years 2008-09 are excluded there is a clear pattern of
slow growth in the EU area.
4
5. 1998200020022004200620082010201220142016
−6
−4
−2
0
2
4
6
Y ear
GDPGrowth(%)
Figure2. GDP Growth between 1999-2015
USA
UK
Sweden
EMU
Averages growth figures from the data in figure2 can be seen in table 1 which
shows the EMU has experienced between 0.6% and 1.1% less growth than
the countries used in the comparison by Liadze et al. (2008)
Table 1: Average GDP Growth by Country
Country ¯x Growth(%)
United States 2.091527412
United Kingdom 1.976918882
Sweden 2.396895765
Euro area 1.293725941
During the EMU’s active operation it experienced slower economic growth.
An extension of this comparison between the EMU countries is made through
the use of data before and after joining the EMU. This involves comparing
data from 1980-1998 with data from 1999-2015. A selection of countries
are used, based on geography and level of development in order to pro-
vide a world picture of the effect. This will help to establish if the EMU is
a contributor towards the cause of low GDP growth in the included countries.
5
6. 1980 1985 1990 1995 2000 2005 2010 2015
−5
0
5
10
15
Y ear
GDPGrowth(%)
Figure3. GDP Growth between 1999-2015
EMU
Australia
Singapore
World
Figure3 shows that the EMU growth is on average lower than other coun-
tries however this trend is constant throughout the sample period. Table
2 shows the average growth from the period before and after the creation
of the EMU. The absolute difference between the two periods places the
EMU in roughly the middle with countries such as the USA Singapore and
Japan experiencing larger decreases in GDP growth while countries such as
Australia, UK and the world average experiencing a lower decrease in GDP
growth.
This suggests that while the EMU may have slowed growth the effect is
not as significant as often perceived.
6
7. Table 2: My caption
Country 1980-1998 1999-2015 Difference
EMU 2.23 1.29 0.93
AUS 3.24 3.09 0.15
CAN 2.49 2.33 0.15
SGP 7.62 5.53 2.10
JPN 3.08 0.77 2.31
SWE 1.90 2.40 0.50
CHE 1.60 1.87 0.27
GBR 2.36 1.98 0.38
USA 3.11 2.09 1.02
WLD 2.84 2.90 0.06
CHN 10.01 9.43 0.58
2.2 Economic Integration Theory
Economic Integration is the policy of discriminatingly eliminating trade
barriers between countries. This process can be seen in Figure 4. At several
stages of economic integration there are benefits and challenges which will
be discussed.
Preferential Trading Area
Free Trade Agreement (FTA)
Customs Union
Common Market
Monetary Union
Fiscal Union
Political Integration
Figure4. Stages of Political Integration
FTA’s remove tariff barriers between participating countries allowing ben-
efits from competitive advantage, such as NAFTA where Mexico has the
7
8. labour advantage and USA has the capital advantage. If the FTA is successful
participating countries may decide to create a customs union(CU) where
there is a common external tariff (Figure5).
The CU encourages further integration and trade dependence, however this
can lead to difficulties for certain countries, for example if a given country in
the CU was able to trade with low transport cost to a country outside the CU
the tariff will remove this advantage leading to a higher cost of production
and a higher price.
Figure5. FTA (left), Customs Union (right)
The common market (CM) is similar to a CU, however, further inte-
gration involves free movement of capital and labour. Enabling factors of
production to be efficiently allocated increasing competition and making it
monopoly formation difficult. Producers benefit from economies of scale
and consumers benefit from an increased selection of goods at a lower price.
Some sectors of national economies can fail due to increased international
competition. Countries may struggle to compete against more developed
and efficient peers, this can lead to unemployment and migration.
Monetary union with one currency and central bank removes exchange rate
fluctuations and uncertainty leading to a stable environment to increase
business confidence promoting trade with no transaction costs. However,
individuals cannot manage interest rates and money supply leading to no
government control of fiscal and monetary policy.
2.3 Evidence from Literature
Balassa (1961) outlined the five steps of the economic integration process as
(i)free exchange areas, (ii)customs union, (iii)common market, (iv)economic
union, (v)monetary union. Andrei (2012) described the contribution as a
decisive way to overcome the draw-back and decline of a multiplicity of
currency’s.
8
9. Viner (1950) focused upon the creation of custom unions, he established that
they are susceptible to the effects of trade creation and trade perversion.
These stages have received much criticism due to the large amount of separa-
tion between them (Tosukalis, 2000). Andrei (2012) provides an alternative
suggestion based on two big stages the first called incipient integration (a
combination of (i) and (ii) of Balass’s model). The second called advance
integration which involves economic convergence and an optimum currency
area. These two large stages would enable the change to be protected from
the perversion mentioned by Viner (1950).
Overall Rodrik (1999) states that economic integration will always be lim-
ited even where there is an absence of tariffs, exchange-rate uncertainty and
linguistic or cultural differences. Due to the advanced industrial countries
exhibiting large amount of “home bias” which limits asset diversification.
While real interest rates are not driven to equality even in integrated finan-
cial markets. Obstfel (1998) uses the term “open-economy trilemma” to
describe the issues surrounding economic integration. Like with any im-
possible trinity model only two of the three variables can be chosen at once,
therefore until countries are willing to surrender mass politics or nation-
states complete integration cannot occur.
Figure6. Modified Impossible Trinity
3 Inflation and Economic Openness
The variable chosen to represent economic openness is the adjusted trade
intensity index (ATI) suggested by Frankel (2000) with modification to ac-
9
10. count for PPP as suggested by Alcala and Ciccone (2004)
AT I = 1 − [(X + M)i/2RGDPi] ∗ 100
To determine the measure of CPI that should be used a correlation matrix
of CPI, GDP deflater and ATI was created.
Correlation coefficients, using the observations 1–175
5% critical value (two-tailed) = 0.1484 for n = 175
AdjustedTradeIn CPI GDPdeflator
1.0000 0.0999 −0.1041 AdjustedTradeIn
1.0000 0.6130 CPI
1.0000 GDPdeflator
This showed little variance in the correlation between CPI and GDP deflator
therefore both regressions were run and it was found that the ATI was most
significant when regressed with GDP this is likely due to their aggregate
nature.
OLS, using observations 1–175 (n = 173)
Dependent variable: GDP Deflator
Heteroskedasticity-robust standard errors, variant HC1
Coefficient Std. Error t-ratio p-value
const 7.15914 0.923253 7.7543 0.0000***
Adjusted Trade Intensity −0.0881765 0.0389359 −2.2647 0.0248**
Mean dependent var 6.665234 S.D. dependent var 10.09827
Sum squared resid 17349.83 S.E. of regression 10.07278
R2 0.010827 Adjusted R2 0.005042
F(1,171) 5.128685 P-value(F) 0.024789
Log-likelihood −644.0724 Akaike criterion 1292.145
Schwarz criterion 1298.451 Hannan–Quinn 1294.703
3.1 Correlation
The regression showed that as the GDP deflater increase by 1% the ATI fell
by 8.8% result was significant to the 5% level. Badinger (2009) found that
there is a negative relationship between inflation and openness (see also
10
11. Muhammad and Batool (2006), Sachsida et al. (2006)).
Inflation undermines the confidence of domestic and foreign investors re-
garding the future, causes a reduction in total factor productivity and gen-
erates larger forecasting error by distorting prices (Hernando, 1999). An
increase in prices will lead to a decrease in international competitiveness,
which will be magnified by a reduction in investment reducing the accumula-
tion of capital required to benefit from increase productivity and economies
of scale.
When consumers feel uncertain regarding purchases they will be less in-
clined to take on the increased risk of trade with the country therefore
reducing the economies openness to trade. Braumann (2000) found that
increased inflation cause a decline in output, private consumption, in real
wages and a sharp decline in investment. All of these factor could greatly
impact the level of imports purchased and exports sold.
3.2 Difference in developing countries
GNI per capita will be used as a dummy to determine the differences between
developing and developed economy. GNI is used based on the world develop-
ment indicators suggested by the World Bank (2016) defining a developing
economies as any country which has a GNI per capita of less than $4,035.
The regression with dummy significantly changes, ATI decreases from -8%
to -20%. The dummy shows that developing countries GNI increases by 6.5
when the GDP deflater increases by one unit.
OLS, using observations 1–171
Dependent variable: GDP deflater
Heteroskedasticity-robust standard errors, variant HC1
Coefficient Std. Error t-ratio p-value
const 4.93782 0.682554 7.2343 0.0000***
AdjustedTradeIn −0.204078 0.0729415 −2.7978 0.0057***
GNI D 6.50285 2.08705 3.1158 0.0022***
Mean dependent var 6.689026 S.D. dependent var 10.15481
Sum squared resid 15832.06 S.E. of regression 9.707650
R2 0.096881 Adjusted R2 0.086130
F(2,168) 4.977403 P-value(F) 0.007943
Log-likelihood −629.7935 Akaike criterion 1265.587
Schwarz criterion 1275.012 Hannan–Quinn 1269.411
11
12. A structuralist view of inflation describes a positive relationship between
inflation and growth. This argument is based on rigidities and in-elasticities
in the economic environment of the developing country which leads to a
build-up of inflationary pressure. These inflationary pressures arise when
industrial or developing sectors increase wages in order to attract people
from the subsistence sectors, this increase in wages results in a higher food
consumption level and population growth which push up the relative price
of food (Cardoso 1981).
Another cause of inflation in developing countries is the in-elasticity of de-
mand for traditional exports of the developing economy, the earnings from
such exports cannot rise fast enough to either finance the growing require-
ment of imports or to satisfy the demand for imports of intermediate goods
by producers of export-oriented and domestic goods. Therefore, import sub-
stitution is required and in combination with the low degree of comparative
advantage, the cost of production will be high creating inflationary pressures
(Omotunde, 1984). This theory thereby explains the increase in inflation
within a developing country and the different effect of inflation upon its
economy, due initial to the types of exports, natural resources, which are in
a typically un-fluctuating demand regardless of inflationary changes com-
pared to a service or industrial sectors in which sales change depending on
the levels of disposable income which are eroded by inflationary increases.
3.3 Factor control for robust analysis
There are many factors that can influence inflation level they will be dis-
cussed in order to establish how they can increase the robustness of the
model.
Unemployment: the theory of cost push inflation suggests that as unem-
ployment decreases wages will increase due to a reduction in the supply of
labour causing and inflationary rise (Alpanda et al, 2010).
Minimum Wage: creating a price floor can cause the supply and demand for
labour to be in disequilibrium
Exchange Rates and Natural resources: Abdul & Husain (2012) found the
inflation can be imported from other countries through international trade.
Interest Rates: Utami and Inaga (2009) found that there is a strong relation-
ship between interest rates and inflation this is based on monetary policy
where an increase in the interest rate increases the demand for money which
in turn increases the value of the currency and which requires an increased
supply of money in order to maintain equilibrium.
In order to discover an accurate measure of the relationship between the
12
13. GDP deflater and ATI several control variable need to be included in order
to find a true relationship.
The control variables selected are a minimum wage dummy, unemployment
rate, log exchange rate, log natural resources as proportion of GDP and real
interest rate. logs of selected variables have been used in order to improve
interpretation, remove noise and increase the robustness of the model.
OLS, using observations 1–171 (n = 110)
Dependent variable: GDPdeflator
Heteroskedasticity-robust standard errors, variant HC1
Coefficient Std. Error t-ratio p-value
const 4.64368 1.61353 2.8780 0.0049***
AdjustedTradeIn −0.119857 0.0534400 −2.2428 0.0270**
l Ex Rate 0.742931 0.275697 2.6947 0.0082***
MinimumWage 2.04037 1.17687 1.7337 0.0860*
GNI D 7.50246 2.13485 3.5143 0.0007 ***
Unemploy 0.0938021 0.0932762 1.0056 0.3169
Real Interest −0.879171 0.326378 −2.6937 0.0083***
Mean dependent var 8.334824 S.D. dependent var 11.69931
Sum squared resid 6713.780 S.E. of regression 8.073557
R2 0.549992 Adjusted R2 0.523778
F(6,103) 3.506661 P-value(F) 0.003385
Log-likelihood −382.2123 Akaike criterion 778.4245
Schwarz criterion 797.3279 Hannan–Quinn 786.0919
The results show that log exchange rates, developing dummy and real
interest rate all have significant impacts on the GDP deflater. This model
has an R2 of 0.54 which is significantly larger than the previous models
(0.01 and 0.09 respectively). An alternative model which includes the log
of natural resources as a percent of GDP provides an R2 of 0.58 which is
a slight improvement. When comparing the Akaike criterion the second
model is significantly better.
OLS, using observations 1–171 (n = 108)
Dependent variable: GDP deflater
Heteroskedasticity-robust standard errors, variant HC1
13
14. Coefficient Std. Error t-ratio p-value
const 2.13249 2.23242 0.9552 0.3418
AdjustedTradeIn −0.144266 0.0626038 −2.3044** 0.0233
l Ex Rate 0.823981 0.290348 2.8379 0.0055***
MinimumWage 1.42776 1.20399 1.1859 0.2385
GNI D 6.29294 2.43516 2.5842 0.0112**
l Unemploy 1.52512 0.920621 1.6566 0.1007*
Real Interest −0.839895 0.332014 −2.5297 0.0130**
l Nat ofGDP 0.885899 0.286960 3.0872 0.0026***
Mean dependent var 8.396618 S.D. dependent var 11.79888
Sum squared resid 6204.929 S.E. of regression 7.877137
R2 0.583446 Adjusted R2 0.554287
F(7,100) 8.584729 P-value(F) 3.28e–08
Log-likelihood −371.9976 Akaike criterion 759.9953
Schwarz criterion 781.4523 Hannan–Quinn 768.6953
The equation for this model with improved robustness is shown below
indicates that the when the GDP deflater increases by 1% ATI decreases by
14%. This is a more robust result which provides an accurate relationship
between GDP deflater and ATI while accounting for key control variables.
GDPdeflater = 2.13249
(2.2324)
− 0.144266
(0.062604)
AdjustedTradeIn + 0.823981
(0.29035)
l Ex Rate
+ 6.29294
(2.4352)
GNI D − 0.839895
(0.33201)
Real Interest + 0.885899
(0.28696)
l Nat ofGDP
T = 108 ¯R2
= 0.5543 F(7,100) = 8.5847 ˆσ = 7.8771
(standard errors in parentheses)
14
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16