FIN 500R Topics on Quantitative Finance Stefan Yu September 2018

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Presentation transcript:

FIN 500R Topics on Quantitative Finance Stefan Yu September 2018 Why Have Economic Reforms in Mexico Not Generated Growth? Timothy J Kehoe and Kim J Ruhl FIN 500R Topics on Quantitative Finance Stefan Yu September 2018

About the Publication Journal of Economic Literature, December 2010 “JEL issues contain commissioned, peer-reviewed survey and review articles, book reviews, an annotated bibliography of new books classified by subject matter, and an annual index of dissertations in North American universities.” Source: https://www.aeaweb.org/journals/jel/about-jel

About the Authors Timothy J Kehoe Kim J Ruhl PhD in Economics, Yale 1979 Adviser, Federal Reserve Bank of Minneapolis, 2000–present President, Society for Economic Dynamics, 2015–present. Research Associate, National Bureau of Economic Research, Economic Fluctuations and Growth Program, 2006–present. Supported reforms to open Mexico’s market in 1992, 1994, 1995 Kim J Ruhl PhD in Economics, University of Minnesota 2004 Research Associate, Center for International Price Research Research Associate, Globalization and Monetary Policy Institute, Federal Reserve Bank of Dallas Associate Editor, Economic Letters, 2012–present Associate Editor, International Economic Review, 2017–present

Why is this paper interesting (or applicability)

Most notably, big emerging markets are slowing down

While changes to NAFTA are impacting Mexico and new Emerging markets are outperforming. The study sheds light on drivers for economic growth and can help us understand macroeconomic trends

Summary

Core thesis: Under a balanced growth model, the industrial leader will grow at a constant rate. Developing countries can grow faster than the leader with improved institutions and policy reform. Growth potential depends on the distance from the industry leader1 China has experienced more growth because its starting point as measured by real GDP per working-age person (rGDP- wap) is lower than Mexico’s (20K vs 5K)

Mexico has stagnated while China has boomed Factor driving China growth: Productivity improvement measured by TFP Factors impeding growth in Mexico Inefficient financial institutions Insufficient rule of law Rigid labor markets Same factors do not affect China because China has not reached the same level of economic development (rGDP-wap) as Mexico These factors might affect China in the future

Scope of Research

Focus Identify factor(s) impeding growth in Mexico but not in China, or factor(s) aiding growth in China but not in Mexico Focus on impacts of reforms that opened the market to Foreign Investment and trade Measuring changes in real GDP, productivity, welfare due to trade Focus is mainly on growth of real GDP per working-age person, which is assumed to be the best approximation of economic production Using a growth model, the factor would need to address Total Factor Productivity (TFP) stagnation in Mexico and growth in China respectively

Methodology

Approach Comparing Mexico to China, 1985-2008 Review existing literature for conclusions Suggest own theories and next steps

Analytical Tools Real GDP per Capita vs Real GDP per working-age person Measuring economic ability to produce goods & services Working age : 15-64 Real GDP vs Real GDI Real GDP per capita used as indicator for economic growth Real GDI per capita used as indicator for welfare Total Factor Productivity The measure of output not explained by labour and capital

Overview

Mexico vs China, 1 Mexico China 7% (2nd) 12.7% (1st) 5.4% (3rd) 3.2% (7th) 14.8% (1st) EM merchandise trade, % of total 1995 2008 EM FDI, % of total 1995 2008

Mexico vs China, 2 1994 – NAFTA established

Mexico vs China, 3 Between 1985 and 2008: China’s rGDP wap grew 510% Mexico’s rGDP wap grew 10%

Existing Literature on growth factors

Factor 1: Cross-Country Growth Regression, 1 of 2 Measuring country openness (via trade policy) and correlation with economic growth, a series of papers and rebuttals A 1995 study3 found open countries experience “on average 2.5% per year higher growth in real GDP per capita” Mexico classified as open since 1986, China classified as closed A 2003 follow-up study4, focusing on average tariff on imports on capital and intermediate goods, showed tariff’s negative effect on growth controlling for initial GDP per capita A 2007 paper5 comments that “openness seems to have a more positive effect on poorer countries than on middle income countries” Authors note that these ‘openness’ measures might be flawed and cannot be assumed an accurate reflection of trade policy

Factor 1: Cross-Country Growth Regression, 2 of 2 INCONCLUSIVE Conclusions Strong positive correlation: Trade as Share of GDP vs. Growth rate BUT trade share does not directly measure policy Openness policy vs growth - relationship empirically not robust Strong positive, weak positive, none Openness only good for developed countries6, better for developing countries4, bad for less developed countries7 Lack of comparable theoretical models in research Some do not use any Others use endogenous growth models8 where all else being equal, larger countries should grow faster BUT empirical evidence mixed

Factor 2: Stagnant Mexican Economy One: Inefficient Financial system Mexico vs Chile comparison9 showed misallocations of labor and capital in an efficient system. Inefficient bankruptcy processes prevent new firms from entering the market. Both hurt TFP Two: Lack of contract enforcement In several studies10 of post-1994/95-crisis Mexico show the traded goods sector growing much faster than non-traded goods. Non-traded goods were hampered by financing issues domestically due to lack of contract enforcement e.g. when loans go bust. China Has same issues but still grew at an astounding pace INCONCLUSIVE

INCONCLUSIVE Factor 3: China Factors Strong Central Government hypothesis Deemed unlikely for two reasons Mexico became a democracy in mid 1990s, before which a one-party system ruled. Misallocation of resources already identified in one-party period9 Banking system was inefficient and government credit allocation was also an issue in China14 INCONCLUSIVE

Factor 4: Impact of Trade on Welfare Growth “Standard trade models do not imply that opening to trade increases productivity or real GDP, but that it increases welfare”2 Many models support increase in welfare Welfare in Mexico increased more than rGDP data indicate E.g. import penetration measure Changes as % of real GDP are similar between Mexico 1990-2000 and China 1998-2008, but Mexico has greater absolute gain Using real GDI as measure, welfare gains from trade is empirically verifiable Assuming real GDI is an accurate measure of welfare Assuming correlation between import penetration and welfare is causal

Factor 4: Impact of Trade on Real GDP Theoretical model predictions15 of impact of tariff reduction (trade increase) on real GDP are inconclusive Real GDP and tariff related in 2 ways2 Change in real GDP due to factor prices Change in real tariff revenue Net effect yields change in Real GDP In this paper, measured two gains Gains from terms of trade (export vs import prices) Gains from new varieties Assuming higher GDP growth was not a gain from trade, then Mexico gained more from trade than China

Gains from terms of trade Measuring with GDI Components deflated by price indices (like real GDP) Trade balance deflated differently Exports valued in terms of how many imports they can purchase Impact of trade over 10- year period paints different picture (refer to figure 4)

Gains from New Varieties, 1 of 2 When constant elasticity of substitution is present (CES) the impact of new varieties on price can be measured as utility Even without initial price16 the gain due to new varieties can be calculated17 Assuming the set of goods is constant and the set of varieties of each good can change, an “composite import good” and “composite domestic good” can be calculated. All varieties of good assumed to have same elasticity of substitution By comparing the aggregates, the “aggregate import bias” can be measured in terms of the value of the goods Goods were defined by a 3 digit code Variety was defined by a 6 digit code + country

Gains from New Varieties, 2 of 2 Median varieties per good In China, 300.5 to 406.0 (1998-2008) In Mexico, 150.5 to 230.5 (1990-2000) Country specific elasticities of goods from 2006 study18 used for calculations of utility Lamba-ratio shows how changing variety affects expenditure on a set of goods. A ratio of 1 isn’t affected. Ratio is affected by substitutability (-) and weight (+) of traded goods Calculate finally the income needed to achieve same increase in utility, without increase in variety. = less is more + = more is more

INCONCLUSIVE On average, new varieties lower expenditure Average price of goods has fallen But value-add of new varieties less in China China rGDP at PPP: $2,325 -> 2,177 Mexico rGDP at PPP: $10,121 -> 10,440

Summary of Results Factor 1: Openness of market seems to have empirical positive correlation with growth, but not robust relationship Factor 2: Mexico’s endogenous market limitations Observed in China as well but do not limit China’s growth Factor 3: China resource allocation and productivity in manufacturing Also observed in Mexico during comparable timeframe Factor 4: Trade impact on GDP growth Complex relationship, approximated trade via tariffs Trade improves welfare, and Mexico improved more than China. Doesn’t explain GDP growth challenge

New Theory

Factor 5: Productivity Measure growth using a model by Kehoe and Prescott (2002, 2007) featuring function where Y is output, A is TFP, K is capital, and L is labor input Rewriting the equation as yields a growth in output (rGDP wap), productivity factor, capital factor, and labor factor All other factors being equal, Yt/Nt is approximated by At1/(1-alpha)

Other models19 look at increases output per worker as a function of variables including capital per worker and conclude that capital and FTP increases contribute equally to growth. This model assumes an increase in capital is caused by increase in productivity, to maintain a constant capital-output ratio. Capital factor increases are only attributed when increases in the capital-output ratio occur.

Factor 5: Productivity TFP growth driving economic growth Productivity differences in firms11 accounted for a lot of the TFP growth Reallocation of resources from inefficient firms to efficient firms12 especially in manufacturing sector However, productivity was increasing in Mexico too, especially in manufacturing13 issue seems to be in other sectors of economy (e.g. services, technology)

Other Considerations Other growth drivers (i.e. not openness of market) FDI transfer of technology19 Role of international trade in incentivizing new technology adoption20 Is openness to trade and FDI necessary for rapid growth? Looking at India growth How to re-activate catch-up growth in Mexico / stagnated nations? Hypothesis: Promote competition in oil extraction, electricity, telecom, transportation

Productivity and GDP If productivity is low, growth of income per capita is low Parente and Prescott (2002) model suggests government policies and institutions like monopolies impede new technology and therefore productivity William W Lewis (2004) case studies shows productivity across many sectors is necessary for growth in income, and government policies preventing best available global technologies from entering keep countries relatively poor

Mexico vs China – why the difference Mexico trade and FDI largely with USA Reduce competition and innovation Complementary manufacturing China provides substitute manufacturing products with USA and Mexico Reduce incentives for innovation Relativity of GDP per capita strength

Growth Trends

USA

Mexico

China (estimate) In 2008: China GDP wap 7,896 China GDP pc 5,712 Mexico GDP wap 20,755 Mexico GDP pc 14,434 Explosive growth since 1985

Final Thoughts The paper conducted a broad and critical analysis of existing literature from multiple angles Certain comparisons amongst different time periods might not be apt due to the global economic climate e.g. 1990-2000 Mexico vs 1998-2008 China Proposed factor responsible for the difference in growth makes intuitive sense and is supported by the numerical analysis Conclusions applicable to new emerging markets such as India, South Africa, and Brazil. Its stance in support of open trade is an especially interesting topic in the current macro environment of trade wars and protectionism, with China slowing down although it is still far from reaching U.S. per capita wealth. VALID

References Stephen L Parente and Edward C Prescott (1994, 2002) and Timothy J Kehoe and Edward C Prescott (2002, 2007) Claustre Bajone et al. (2010) Jeffrey D Sachs and Andrew M Warner (1995) Andrew M Warner (2003) Francisco Rodriguez (2007) Steve Dowrick and Jane Golley (2004) and David N DeJong and Marla Ripoll (2006) Halit Yanikkaya (2003) Luis Rivera-Batiz and Paul M Romer (1991) amongst others Raphael Bergoeing et al (2002, 2007) Anne Krueger and Aaron Tornell (1999) and Aaron Tornell, Frank Westerman, and Lorenza Martinez (2003) Loren Brandt and Xiaodong Zhu (2010) Chang-Tai Hsieh and Peter J Klenow (2009) Ernesto Lopez-Cordova (2003) Bajona and Tianshu Chu (2010) Ricardian models by Rudiger Dornbusch, Stanley Fischer, and Paul A Samuelson (1977) and Jonathan Eaton and Samuel S Kortum (2002) Imperfect Competition models by Paul Krugman (1980) and Marc J Melitz (2003) Feenstra (1994) Christian Broda and David E Weinstein (2006) Broda, Joshua Greenfield, and Weisntein (2006) Natalia Ramondo and Rodriguez-Clare (2009) and Ellen R McGrattan and Prescott (2009) Thomas J Holmes and James A Schmitz (2001), Schmitz (2005), Mark J Gibson (2007)

Presentation Goal The presentations should reflect a sophisticated understanding of the papers' assumptions and conclusions, and the presentation should include a critical analysis of the paper's validity and applicability.