Trade Policy and Industrial Development. Lessons from Mexico

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: Lessons from Mexico Columbia University UNU-WIDER/CIEM Conference, Hanoi June 30, 2014

Overview This talk:

Overview This talk: A broad-brush interpretation of role of international trade in the recent development of Mexico.

Overview This talk: A broad-brush interpretation of role of international trade in the recent development of Mexico. Tries to draw some general lessons, including for Vietnam.

Overview This talk: A broad-brush interpretation of role of international trade in the recent development of Mexico. Tries to draw some general lessons, including for Vietnam. Why Mexico?

Overview This talk: A broad-brush interpretation of role of international trade in the recent development of Mexico. Tries to draw some general lessons, including for Vietnam. Why Mexico? Clearly differs in many ways from Vietnam, but it is illustrative of issues that Vietnam is likely to face in its future growth.

Overview This talk: A broad-brush interpretation of role of international trade in the recent development of Mexico. Tries to draw some general lessons, including for Vietnam. Why Mexico? Clearly differs in many ways from Vietnam, but it is illustrative of issues that Vietnam is likely to face in its future growth. Cautionary tale about liberalization relevant to Vietnam, given 2006 AFTA accession, 2007 WTO accession, recent trade agreements with the U.S., Japan, ASEAN agreements with Korea, India, and pending agreements with the E.U. and Trans-Pacific Partnership.

Mexico s Disappointing Growth Between 1985 and 1994, Mexico implemented an ambitious program of reforms, in line with recommendations from international institutions (IMF, World Bank etc.): Trade liberalization 1985-87: joined GATT, unilateral reduction of tariff barriers. 1994: NAFTA, phased out remaining barriers over 15 years. Privatization of state-owned enterprises Liberalization of investment regime General reduction of role of state in economy

Mexico s Disappointing Growth Between 1985 and 1994, Mexico implemented an ambitious program of reforms, in line with recommendations from international institutions (IMF, World Bank etc.): Trade liberalization 1985-87: joined GATT, unilateral reduction of tariff barriers. 1994: NAFTA, phased out remaining barriers over 15 years. Privatization of state-owned enterprises Liberalization of investment regime General reduction of role of state in economy Advocates of these reforms were confident that rising average incomes would follow.

Mexico s Disappointing Growth Between 1985 and 1994, Mexico implemented an ambitious program of reforms, in line with recommendations from international institutions (IMF, World Bank etc.): Trade liberalization 1985-87: joined GATT, unilateral reduction of tariff barriers. 1994: NAFTA, phased out remaining barriers over 15 years. Privatization of state-owned enterprises Liberalization of investment regime General reduction of role of state in economy Advocates of these reforms were confident that rising average incomes would follow. But Mexico s growth performance has been disappointing.

Hanson: Why Isn t Mexico Rich? Mexico s Disappointing Growth Performance Panel A. Latin America 1 989 Log per capita GDP (1980 = 0) 0.5 0 Mexico Brazil Venezuela Argentina Chile 0.5 1980 1985 1990 1995 2000 2005 Year Source: Panel Hanson B. Southeast (2010). Asia 1.5 Mexico Malaysia Thailand 0) Indonesia Philippines

0.5 1980 1985 1990 1995 2000 2005 Year Mexico s Disappointing Growth Performance (cont.) Panel B. Southeast Asia 1.5 Log per capita GDP (1980 = 0) 1 0.5 0 Mexico Malaysia Thailand Indonesia Philippines 0.5 1980 1985 1990 1995 2000 2005 Year Source: Hanson (2010). Figure 1: Economic Growth in Comparison Countries (continued)

990 Journal of Economic Literature, Vol. XLVIII (December 2010) Mexico s Disappointing Growth Performance (cont.) Panel C. Eastern and Central Europe 0.8 Log per capita GDP (1980 = 0) 0.6 0.4 0.2 0 Mexico Hungary Turkey Bulgaria Romania 0.2 1980 1985 1990 1995 2000 2005 Year Source: Hanson (2010). Figure 1: Economic Growth in Comparison Countries (continued) are insufficient to explain the Mexican case. Because some countries in Latin America have Trade Policy and done Industrial well in the Development last decade, Mexico s perforrelative to Asia and Europe, which during the second half of the twentieth century did converge toward U.S. income levels, was due Eric pri-verhoogen

Mexico s Disappointing Growth Performance (cont.) There are a number of plausible factors that have contributed to the disappointing performance (Hanson, 2010; Kehoe and Ruhl, 2010): Monopolies and inefficient regulation (Arias et al., 2010). Underdeveloped credit markets (Haber, 2004). Informality and evasion (Levy, 2008). Corruption and, more recently, violence.... All of these likely played a role.

Mexico s Disappointing Growth Performance (cont.) There are a number of plausible factors that have contributed to the disappointing performance (Hanson, 2010; Kehoe and Ruhl, 2010): Monopolies and inefficient regulation (Arias et al., 2010). Underdeveloped credit markets (Haber, 2004). Informality and evasion (Levy, 2008). Corruption and, more recently, violence.... All of these likely played a role. Here I would like to focus on the role of trade in particular, links between pattern of specialization and innovation.

Plan of Talk Introduction Inter- and Intra-Sectoral Resource Shifts Pattern of Specialization and Innovation Conclusion

The Empirical Challenge Evaluating the effect of trade policy in Mexico is difficult because other things changed at the same time.

The Empirical Challenge Evaluating the effect of trade policy in Mexico is difficult because other things changed at the same time. NAFTA was implemented in January 1994, and was followed by peso crisis in Dec. 1994. As Krueger (2000) and others have noted, devaluation was much larger (50% nominal devaluation) than tariff changes (10% reductions in Mexico, 3-5% in US).

The Empirical Challenge Evaluating the effect of trade policy in Mexico is difficult because other things changed at the same time. NAFTA was implemented in January 1994, and was followed by peso crisis in Dec. 1994. As Krueger (2000) and others have noted, devaluation was much larger (50% nominal devaluation) than tariff changes (10% reductions in Mexico, 3-5% in US). There may also have been lagging effects of the mid-1980s liberalization.

The Empirical Challenge Evaluating the effect of trade policy in Mexico is difficult because other things changed at the same time. NAFTA was implemented in January 1994, and was followed by peso crisis in Dec. 1994. As Krueger (2000) and others have noted, devaluation was much larger (50% nominal devaluation) than tariff changes (10% reductions in Mexico, 3-5% in US). There may also have been lagging effects of the mid-1980s liberalization. Here I do not try to separate these factors.

Employment Growth vs. Skill Intensity, 1988-1998 change in log(employment), 1988 1998 1.5 1.5 0.5 1 1.5 2 Apparel & textile prod. Transportation equip. Electrical/electronic prod. Other 4 digit NAICS industries 0.1.2.3.4.5.6 Share >=12 yrs education (in large plants), 1998 Notes: Data on employment growth are from the INEGI Economic Censuses from 1989 and 1999 (containing information from previous year). Data on schooling are from 1999 ENESTyC. Each symbol represents a 4-digit industry in the North American Industrial Classification System (NAICS). The size of the symbols reflect employment in the industry in 1998. The fitted regression line is weighted by employment in 1998. See Figure A1 of Verhoogen (2008).

Employment Growth vs. Capital Intensity, 1988-1998 change in log(employment), 1988 1998 1.5 1.5 0.5 1 1.5 2 Apparel & textile prod. Transportation equip. Electrical/electronic prod. Other 4 digit NAICS industries 2 3 4 5 6 7 8 log capital labor ratio, 1998 Notes: Data on employment growth and capital-labor ratio are from the INEGI Economic Censuses from 1989 and 1999 (containing information from previous year). Each symbol represents a 4-digit industry in the North American Industrial Classification System (NAICS). The size of the symbols reflect employment in the industry in 1998. The fitted regression line is weighted by employment in 1998. A similar graph (using a different industry classification) appeared as Figure A2 of Verhoogen (2008).

Employment Growth vs. Skill Intensity, 1998-2008 change in log(employment), 1998 2008 1.5 1.5 0.5 1 1.5 2 Apparel & textile prod. Transportation equip. Electrical/electronic prod. Other 4 digit NAICS industries 0.1.2.3.4.5.6 Share >=12 yrs education (in large plants), 1998 Notes: Data on employment growth are from the INEGI Economic Censuses from 1989 and 1999 (containing information from previous year). Data on schooling are from 1999 ENESTyC. Each symbol represents a 4-digit industry in the North American Industrial Classification System (NAICS). The size of the symbols reflect employment in the industry in 1998. The fitted regression line is weighted by employment in 1998.

Employment Growth vs. Capital Intensity, 1998-2008 change in log(employment), 1998 2008 1.5 1.5 0.5 1 1.5 2 Apparel & textile prod. Transportation equip. Electrical/electronic prod. Other 4 digit NAICS industries 2 3 4 5 6 7 8 log capital labor ratio, 1998 Notes: Data on employment growth are from the INEGI Economic Censuses from 1989 and 1999 (containing information from previous year). Data on schooling are from 1999 ENESTyC. Each symbol represents a 4-digit industry in the North American Industrial Classification System (NAICS). The size of the symbols reflect employment in the industry in 1998. The fitted regression line is weighted by employment in 1998.

Maquiladora and Total Industry Employment Apparel Electrical and Electronic Equipment Employment (thousands) 0 200 400 600 all NAICS 315 maquiladoras Employment (thousands) 0 200 400 600 All NAICS 334 and 335 maquiladoras 1990 1995 2000 2005 2010 1990 1995 2000 2005 2010 Transportation Equipment Employment (thousands) 0 200 400 600 All NAICS 336 maquiladoras 1990 1995 2000 2005 2010 Notes: Maquiladora employment from EMIME for 1988-2006; total industry employment from Economic Censuses of 1989, 1994, 1999, 2004, and 2009. Apparel and textile products (maquila group 2) mapped to NAICS 315 (apparel manufacturing); transportation equipment (maquila group 6) to NAICS 336 (transportation equipment manufacturing); electrical and electronic equipment (maquila groups 8 and 9) to NAICS 334 and 335 (computer and electronic equipment; and electrical equipment, appliances, and components).

Means by Sub-Sector: Apparel, Elect. & Trans. Equip. non-maquiladoras non-exporters exporters maquiladoras (1) (2) (3) Employment 315.43 438.97 969.67 (8.23) (11.07) (30.02) Export percentage of sales 30.81 96.52 (0.72) (0.63) Foreign ownership indicator 0.08 0.29 0.84 (0.01) (0.01) (0.02) Capital-labor ratio 254.26 309.07 54.87 (19.11) (14.45) (7.18) Share with >= 12 years schooling 0.28 0.32 0.19 (0.01) (0.01) (0.01) Percentage blue-collar 70.18 70.75 83.04 (0.56) (0.46) (0.63) Years of schooling, blue-collar 7.86 8.15 7.37 (0.04) (0.04) (0.06) Blue-collar hourly wage 3.59 3.92 3.83 (0.06) (0.05) (0.10) White-collar hourly wage 7.45 9.32 9.33 (0.14) (0.15) (0.27) Turnover rate 41.47 40.54 72.37 (1.22) (1.06) (2.66) Tenure (years) 6.25 6.59 3.53 (0.09) (0.08) (0.08) N 1423 1774 557 Notes: Standard errors of means in parentheses. Sample is plants with 100 employees in 1999 ENESTyC. Capital-labor ratio measured in thousands of 1998 pesos; blue-collar and white-collar hourly wage in 1998 pesos. Average 1998 nominal exchange rate: 9.1 pesos/dollar. Apparel Transport Equip. Electronics

The Story So Far From 1988-1998, manufacturing sector specialized in less capital- and skill-intensive activities, both across sectors and within sectors (i.e. to maquilas).

The Story So Far From 1988-1998, manufacturing sector specialized in less capital- and skill-intensive activities, both across sectors and within sectors (i.e. to maquilas). From 1998-2008, these sectors/subsectors tended to stagnate.

The Story So Far From 1988-1998, manufacturing sector specialized in less capital- and skill-intensive activities, both across sectors and within sectors (i.e. to maquilas). From 1998-2008, these sectors/subsectors tended to stagnate. Researchers have also documented within-industry pressures to upgrade (Lopez Cordova, 2003; Verhoogen, 2008). But first-order effect of liberalization seems to have been the standard Heckscher-Ohlin effect.

Role of China A common explanation: Mexico had bad luck. Just as Mexico was poised to grow, China entered. China had similar pattern of specialization in exports to U.S.

Role of China A common explanation: Mexico had bad luck. Just as Mexico was poised to grow, China entered. China had similar pattern of specialization in exports to U.S. There is definitely evidence to support the China story: Utar and Torres Ruiz (2013). Kumler (2014): applies approach of Autor, Dorn and Hanson (2013) in Mexico. Lopez Cordova, Micco and Molina (2008), Hanson and Robertson (2010), Hsieh and Ossa (2011). China-Mexico export similarity US import shares

Role of China A common explanation: Mexico had bad luck. Just as Mexico was poised to grow, China entered. China had similar pattern of specialization in exports to U.S. There is definitely evidence to support the China story: Utar and Torres Ruiz (2013). Kumler (2014): applies approach of Autor, Dorn and Hanson (2013) in Mexico. Lopez Cordova, Micco and Molina (2008), Hanson and Robertson (2010), Hsieh and Ossa (2011). China-Mexico export similarity US import shares But here I would like to argue that China is not the whole story, that Mexico would have had problems even if China had not entered.

Pattern of Specialization and Innovation Old-fashioned idea (Prebisch, 1950; Matsuyama, 1992; Harrison and Rodríguez-Clare, 2010): Different activities are associated with different inherent rates of innovation, productivity growth. Liberalization changes to pattern of specialization, may lead to specialization in non-dynamic activities.

R&D Measure, ENESTyC 1999 Survey asked: Since 1997, has the establishment undertaken R&D? (If yes) What did the R&D principally consist of? Design of new products Process improvements Product quality improvements Design/Improvement/Manufacture of machinery or equipment Other N.B.: This is a broad, inclusive definition of R&D, not just patents. Not perfect, but not bad as a first pass. Code as 0/1.

R&D Intensity vs Skill Intensity, 1998 Share of plants performing R&D, 1998 0.5 1 Apparel & textile prod. Transportation equip. Electrical/electronic prod. Other 4 digit NAICS industries 0.1.2.3.4.5.6 Share >= 12 years schooling, 1998 Notes: Size of plotting symbols reflects employment in industry. The fitted regression line is weighted by employment. The estimated slope is 0.53 with standard error 0.13; the R 2 is 0.16. Industry-level averages are for large plants ( 100 employees).

R&D Intensity vs Capital Intensity, 1998 Share of plants performing R&D, 1998 0.5 1 Apparel & textile prod. Transportation equip. Electrical/electronic prod. Other 4 digit NAICS industries 2 3 4 5 6 7 8 log capital labor ratio, 1998 Notes: Size of plotting symbols reflects employment in industry. The fitted regression line is weighted by employment. The estimated slope is 0.05 with standard error 0.01; the R 2 is 0.14. Industry-level averages are for large plants ( 100 employees).

R&D Intensity by Sector non-maquiladoras non-exporters exporters maquiladoras (1) (2) (3) All manufacturing 0.36 0.50 0.41 (0.01) (0.01) (0.02) Apparel 0.19 0.33 0.34 (0.03) (0.04) (0.05) Electrical and Electronic Products 0.35 0.54 0.45 (0.07) (0.04) (0.03) Transportation Equipment 0.40 0.62 0.54 (0.07) (0.04) (0.10) Source: ENESTyC 1999.

INNOVATION IN MEXICO: NAFTA IS NOT ENOUGH 251 Alternative Innovation Measure I: Patents per Capita Figure 6.2 Patents per Million Workers, 1960 2000 4.5 4.0 3.5 3.0 2.5 2.0 1.5 1.0 0 450 400 350 300 250 200 150 100 50 0 1960s Latin America and the Caribbean Mexico 1960s 1970s 1970s 1980s 1980s 1990 94 1990 94 1995 2000 1995 2000 80 70 60 50 40 30 20 10 0 120 100 80 60 40 20 0 1960s 1960s 1970s East Asia 1970s 1980s 1990 94 Republic of Korea 1980s 1990 94 United States Canada High-income countries 1995 2000 1995 2000 Source: U.S. Office of Patents and Trademarks. Notes: From Lederman, Maloney and Servén (2005), based on data from the U.S. Office of Patents and Trademarks. global and long time coverage, and especially because it is commonly understood that the United States offers perhaps the most advanced lev-

Alternative Innovation Measure II: R&D Spending/GDP Country R&D spending/gdp (%) Mexico.38 Chile.65 China.65 Korea 2.34 U.S. 2.59 Canada 1.76 Notes: Data from World Bank World Development Indicators for 1998.

Summary Integration led Mexico to specialize in less capital- and skill-intensive activities, both across and within sectors.

Summary Integration led Mexico to specialize in less capital- and skill-intensive activities, both across and within sectors. These sectors that Mexico tended to be less innovative. This did not have to be true. But the correlation appears quite robust.

Summary Integration led Mexico to specialize in less capital- and skill-intensive activities, both across and within sectors. These sectors that Mexico tended to be less innovative. This did not have to be true. But the correlation appears quite robust. The sectoral shifts thus tended to dampen the overall rate of innovation in the economy.

Summary Integration led Mexico to specialize in less capital- and skill-intensive activities, both across and within sectors. These sectors that Mexico tended to be less innovative. This did not have to be true. But the correlation appears quite robust. The sectoral shifts thus tended to dampen the overall rate of innovation in the economy. What if China had not entered?

Summary Integration led Mexico to specialize in less capital- and skill-intensive activities, both across and within sectors. These sectors that Mexico tended to be less innovative. This did not have to be true. But the correlation appears quite robust. The sectoral shifts thus tended to dampen the overall rate of innovation in the economy. What if China had not entered? We don t observe the counterfactual, but my sense is that there would always be another country moving up the product ladder Malaysia, Thailand, Indonesia,... Vietnam.

General Lessons More research is needed, needless to say.

General Lessons More research is needed, needless to say. But patterns suggest that there may be a trade-off between static allocative efficiency and long-term productivity growth. Liberalization alone may not to be enough to bring about sustained growth.

General Lessons More research is needed, needless to say. But patterns suggest that there may be a trade-off between static allocative efficiency and long-term productivity growth. Liberalization alone may not to be enough to bring about sustained growth. There is a strong case for interventions to promote the sorts of activities that generate innovation and productivity growth, both across and within sectors. Argument relies on the idea that innovation generates positive externalities. (With co-authors, I am examining such spillovers among soccer-ball producers in Pakistan (Atkin et al., 2014).)

Caveats 1. Such interventions need not be at the border, in the form of trade policy.

Caveats 1. Such interventions need not be at the border, in the form of trade policy. Well-established principle: better to address the market failure at the source. In this case, by subsidizing innovative activities.

Caveats 1. Such interventions need not be at the border, in the form of trade policy. Well-established principle: better to address the market failure at the source. In this case, by subsidizing innovative activities. WTO limits ability to conduct industrial policy through taxes, restrictions at the border in any case.

Caveats 1. Such interventions need not be at the border, in the form of trade policy. Well-established principle: better to address the market failure at the source. In this case, by subsidizing innovative activities. WTO limits ability to conduct industrial policy through taxes, restrictions at the border in any case. 2. Government officials have no special knowledge about which sectors/firms/ideas/technologies are going to be successful in the future. Indeed, even the best-intentioned officials are often less well informed than businesspeople in the relevant industry.

Broad-Based Policies Common approach is to focus on policies that provide broad-based (sometimes called horizontal (Lederman and Maloney, 2012)) support for innovative activities:

Broad-Based Policies Common approach is to focus on policies that provide broad-based (sometimes called horizontal (Lederman and Maloney, 2012)) support for innovative activities: Infrastructure

Broad-Based Policies Common approach is to focus on policies that provide broad-based (sometimes called horizontal (Lederman and Maloney, 2012)) support for innovative activities: Infrastructure Technical/vocational education

Broad-Based Policies Common approach is to focus on policies that provide broad-based (sometimes called horizontal (Lederman and Maloney, 2012)) support for innovative activities: Infrastructure Technical/vocational education Removal of restrictions on imports of high-quality/high-tech imported inputs.

Broad-Based Policies Common approach is to focus on policies that provide broad-based (sometimes called horizontal (Lederman and Maloney, 2012)) support for innovative activities: Infrastructure Technical/vocational education Removal of restrictions on imports of high-quality/high-tech imported inputs. A number of policies along these lines are already in place in Vietnam.

Targeted Policies Targeted policies are inherently more subject to corruption, capture, plain old mistargeting. But if implemented well they can be very effective.

Targeted Policies Targeted policies are inherently more subject to corruption, capture, plain old mistargeting. But if implemented well they can be very effective. Good examples: Law on Corporate Income Tax (2009) and Law 31 (2014) provide preferential tax treatment for investments in: high technology scientific research technology development computer software environmental protection high-grade steel energy-saving products machinery and equipment for primary industries

Targeted Policies (cont.) Mexican experience suggests that such policies are well-advised, pressures from market fundamentalists notwithstanding.

Targeted Policies (cont.) Mexican experience suggests that such policies are well-advised, pressures from market fundamentalists notwithstanding. This is not a blanket endorsement of intervention. Many heavy-handed interventions produce more distortions, rent-seeking than growth.

Targeted Policies (cont.) Mexican experience suggests that such policies are well-advised, pressures from market fundamentalists notwithstanding. This is not a blanket endorsement of intervention. Many heavy-handed interventions produce more distortions, rent-seeking than growth. But recent liberalization of trade policy makes it even more crucial to find smart ways promote innovative activities.

Targeted Policies (cont.) Mexican experience suggests that such policies are well-advised, pressures from market fundamentalists notwithstanding. This is not a blanket endorsement of intervention. Many heavy-handed interventions produce more distortions, rent-seeking than growth. But recent liberalization of trade policy makes it even more crucial to find smart ways promote innovative activities. Clean, rigorous evidence on effects (positive or negative) of industrial policies is relatively scarce. We need more research!

Idea Worth Exploring: Matching Grants Currently, main instrument of industrial policy in Vietnam appears to be favorable tax treatment for pre-selected sectors. Presumes knowledge by policy-makers about promising sectors.

Idea Worth Exploring: Matching Grants Currently, main instrument of industrial policy in Vietnam appears to be favorable tax treatment for pre-selected sectors. Presumes knowledge by policy-makers about promising sectors. Possible alternative: Matching grants.

Idea Worth Exploring: Matching Grants Currently, main instrument of industrial policy in Vietnam appears to be favorable tax treatment for pre-selected sectors. Presumes knowledge by policy-makers about promising sectors. Possible alternative: Matching grants. Firms propose innovative projects, aimed at increasing exports.

Idea Worth Exploring: Matching Grants Currently, main instrument of industrial policy in Vietnam appears to be favorable tax treatment for pre-selected sectors. Presumes knowledge by policy-makers about promising sectors. Possible alternative: Matching grants. Firms propose innovative projects, aimed at increasing exports. External panel from industry, academia select promising ones.

Idea Worth Exploring: Matching Grants Currently, main instrument of industrial policy in Vietnam appears to be favorable tax treatment for pre-selected sectors. Presumes knowledge by policy-makers about promising sectors. Possible alternative: Matching grants. Firms propose innovative projects, aimed at increasing exports. External panel from industry, academia select promising ones. Fund offers co-financing.

Idea Worth Exploring: Matching Grants Currently, main instrument of industrial policy in Vietnam appears to be favorable tax treatment for pre-selected sectors. Presumes knowledge by policy-makers about promising sectors. Possible alternative: Matching grants. Firms propose innovative projects, aimed at increasing exports. External panel from industry, academia select promising ones. Fund offers co-financing. Exports used as target for evaluation of success of grants, basis for future grants to same firm.

Idea Worth Exploring: Matching Grants Currently, main instrument of industrial policy in Vietnam appears to be favorable tax treatment for pre-selected sectors. Presumes knowledge by policy-makers about promising sectors. Possible alternative: Matching grants. Firms propose innovative projects, aimed at increasing exports. External panel from industry, academia select promising ones. Fund offers co-financing. Exports used as target for evaluation of success of grants, basis for future grants to same firm. Matching grants place less ex-ante burden on knowledge of policy-makers, perhaps at greater risk of capture, corruption.

Idea Worth Exploring: Matching Grants (cont.) Caveat: Not all projects are going to succeed. Government needs to think a bit more like a venture capitalist. One successful project out of 10 or 20 can justify program.

Idea Worth Exploring: Matching Grants (cont.) Caveat: Not all projects are going to succeed. Government needs to think a bit more like a venture capitalist. One successful project out of 10 or 20 can justify program. In Pakistan, with co-authors I have been working with the government of the province of Punjab to develop an Innovation Development Fund along these lines. Stay tuned for results.

References I Arias, Javier, Oliver Azuara, Pedro Bernal, James J. Heckman, and Cajeme Villarreal, Policies To Promote Growth and Economic Efficiency in Mexico, 2010. NBER working paper no. 16554. Atkin, David, Azam Chaudhry, Shamyla Chaudry, Amit K. Khandelwal, and, Organizational Barriers to Technology Adoption: Evidence from Soccer-Ball Producers in Pakistan, 2014. Mimeo, Columbia University. Autor, David H., David Dorn, and Gordon H. Hanson, The China Syndrome: Local Labor Market Effects of Import Competition in the United States, American Economic Review, 2013, 103 (6), 2121 68. Devlin, Robert, Antoni Estevadeordal, and Andres Rodriguez-Clare, The Emergence of China: Challenges and Opportunities for Latin America and the Carribean, Harvard University Press, 2006. Haber, Stephen, Why Institutions Matter: Banking and Economic Growth in Mexico, 2004. Stanford Center for International Development working paper no. 234. Hanson, Gordon H., Why Isn t Mexico Rich?., Journal of Economic Literature, 2010, 48 (4), 987 1004. and Raymond Robertson, China and the Manufacturing Exports of Other Developing Countries, in China s Growing Role in World Trade, NBER Conference Report series. Chicago and London: University of Chicago Press, 2010, pp. 137 159. Harrison, Ann and Andrés Rodríguez-Clare, Trade, Foreign Investment, and Industrial Policy in Developing Countries, in Dani Rodrik and Mark Rosenzweig, eds., Handbook of Development Economics, vol. 5, North-Holland, 2010, pp. 4039 4214. Hsieh, Chang-Tai and Ralph Ossa, A Global View of Productivity Growth in China, 2011. NBER working paper no. 16778.

References II Kehoe, Timothy J. and Kim J. Ruhl, Why Have Economic Reforms in Mexico Not Generated Growth?., Journal of Economic Literature, 2010, 48 (4), 1005 1027. Krueger, Anne, NAFTA s Effects: A Preliminary Assessment, World Economy, June 2000, 23 (6), 761 75. Kumler, Todd, Chinese Competition and Mexican Labor Markets, 2014. Unpub. paper, Columbia University. Lederman, Daniel and William Maloney, Does What You Export Matter? In Search of Empirical Guidance for Industrial Policies, Washington DC: The World Bank, 2012.,, and Luis Servén, Lessons from NAFTA for Latin America and the Caribbean, Stanford CA: Stanford University Press, 2005. Levy, Santiago, Good Intentions, Bad Outcomes: Social Policy, Informality and Economic Growth in Mexico, Brookings Institution Press, Washington D.C., 2008. Lopez Cordova, Ernesto, NAFTA and Manufacturing Productivity in Mexico, Economia: Journal of the Latin American and Caribbean Economic Association, 2003, 4 (1), 55 88., Alejandro Micco, and Danielken Molina, How Sensitive Are Latin American Exports to Chinese Competition in the U.S. Market?, Economia: Journal of the Latin American and Caribbean Economic Association, 2008, 8 (2), 117. Matsuyama, Kiminori, Agricultural Productivity, Comparative Advantage, and Economic Growth, Journal of Economic Theory, 1992, 58. Prebisch, Raul, The Economic Development of Latin America and its Principal Problems, 1950. New York: United Nations, Reprinted in Economic Bulletin for Latin America in 1962.

References III Utar, Hale and Luis B. Torres Ruiz, International Competition and Industrial Evolution: Evidence from the Impact of Chinese Competition on Mexican Maquiladoras, Journal of Development Economics, 2013, 105, 267 287. Verhoogen, Eric, Trade, Quality Upgrading and Wage Inequality in the Mexican Manufacturing Sector, Quarterly Journal of Economics, 2008, 123 (2), 489 530.

Means by Sub-Sector: Apparel non-maquiladoras non-exporters exporters maquiladoras (1) (2) (3) Employment 260.19 460.66 813.88 (17.90) (39.51) (57.79) Export percentage of sales 46.93 97.40 (3.53) (1.13) Foreign ownership indicator 0.02 0.05 0.60 (0.01) (0.02) (0.05) Capital-labor ratio 64.96 48.38 28.90 (29.22) (8.87) (7.56) Share with >= 12 years schooling 0.15 0.18 0.14 (0.02) (0.02) (0.01) Percentage blue-collar 84.66 82.91 88.48 (1.62) (1.46) (1.18) Years of schooling, blue-collar 7.25 7.40 7.21 (0.16) (0.14) (0.14) Blue-collar hourly wage 2.34 2.43 3.03 (0.13) (0.11) (0.17) White-collar hourly wage 5.50 6.38 6.84 (0.44) (0.55) (0.50) Turnover rate 55.17 60.19 60.20 (4.51) (5.44) (4.90) Tenure (years) 4.91 4.45 3.29 (0.31) (0.29) (0.16) N 112 105 111 Notes: Standard errors of means in parentheses. Sample is plants with 100 employees in 1999 ENESTyC. Capital-labor ratio measured in thousands of 1998 pesos; blue-collar and white-collar hourly wage in 1998 pesos. Average 1998 nominal exchange rate: 9.1 pesos/dollar. Return

Means by Sub-Sector: Transportation Equipment non-maquiladoras non-exporters exporters maquiladoras (1) (2) (3) Employment 344.24 637.01 1342.07 (46.90) (52.91) (82.97) Export percentage of sales 41.32 96.33 (2.68) (1.28) Foreign ownership indicator 0.28 0.49 0.97 (0.07) (0.04) (0.02) Capital-labor ratio 212.92 294.49 57.30 (90.57) (46.77) (22.49) Share with >= 12 years schooling 0.27 0.34 0.20 (0.02) (0.02) (0.01) Percentage blue-collar 75.35 73.40 84.29 (1.89) (1.01) (1.48) Years of schooling, blue-collar 7.79 8.60 7.43 (0.19) (0.12) (0.14) Blue-collar hourly wage 3.55 4.73 3.64 (0.26) (0.22) (0.19) White-collar hourly wage 7.24 11.17 9.81 (0.61) (0.52) (0.65) Turnover rate 45.99 33.11 69.47 (7.59) (3.18) (6.74) Tenure (years) 5.37 6.88 3.74 (0.34) (0.28) (0.20) N 46 141 92 Notes: Standard errors of means in parentheses. Sample is plants with 100 employees in 1999 ENESTyC. Capital-labor ratio measured in thousands of 1998 pesos; blue-collar and white-collar hourly wage in 1998 pesos. Average 1998 nominal exchange rate: 9.1 pesos/dollar. Return

Means by Sub-Sector: Electrical/Electronic Equipment non-maquiladoras non-exporters exporters maquiladoras (1) (2) (3) Employment 334.83 585.75 1081.90 (105.70) (56.59) (51.35) Export percentage of sales 39.94 98.24 (3.33) (0.78) Foreign ownership indicator 0.25 0.52 0.92 (0.09) (0.05) (0.02) Capital-labor ratio 132.03 223.10 68.35 (74.50) (26.16) (14.69) Share with >= 12 years schooling 0.29 0.31 0.22 (0.04) (0.02) (0.01) Percentage blue-collar 73.35 71.88 80.79 (3.56) (1.57) (1.06) Years of schooling, blue-collar 8.03 8.52 7.54 (0.27) (0.12) (0.09) Blue-collar hourly wage 3.04 3.84 4.15 (0.25) (0.17) (0.17) White-collar hourly wage 8.74 10.17 10.82 (1.00) (0.53) (0.48) Turnover rate 39.68 41.19 73.60 (5.52) (4.09) (4.56) Tenure (years) 6.18 6.21 3.50 (0.64) (0.29) (0.12) N 24 109 191 Notes: Standard errors of means in parentheses. Sample is plants with 100 employees in 1999 ENESTyC. Capital-labor ratio measured in thousands of 1998 pesos; blue-collar and white-collar hourly wage in 1998 pesos. Average 1998 nominal exchange rate: 9.1 pesos/dollar. Return

US Import Shares from China, Mexico Hanson: Why Isn t Mexico Rich? 1001 0.1 Mexico China 0.08 0.06 0.04 0.02 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 Year Source: Hanson (2010). Return Figure 2: Share of U.S. Manufacturing Imports comparative advantage in another third of its products (including automobiles and auto parts, industrial machinery, and beverages). (2010) take a more theoretical approach, introducing Ricardian productivity differences into a Marc J. Melitz (2003) model

The increasing similarity between the Chinese and Latin America export baskets is not unlike the Introductiongrowth in Inter- the similarity and Intra-Sectoral between East Resource Asia (China Shiftsexcluded) Pattern and Latin ofamerica. Specialization Figure and 5.2 Innovation shows the Conclusion ESI values between selected Latin American countries and regions and East Asia. The similarity of exports between Latin America (particularly Brazil and Mexico) and East Asian economies was relatively pronounced in the early-1990s; this similarity has increased during the same period, Export particularly Similarity for Mexico and between Latin America as a whole. Mexico and China 6 Figure 5.2 Export Similarity between Selected Latin American Countries and East Asia in the US Market, 1992-2002 45 40 35 30 Percent 25 20 15 10 5 0 Latin America Argentina Brazil Chile Colombia Mexico Central America 1992 1995 2000 2002 Source: IDB-INT calculations based on UN/Comtrade data. Within manufacturing product categories, moreover, China s export prices (measured in unit Source: values) Devlin, are generally Estevadeordal lower and than Rodriguez-Clare the prices received (2006). by other developing economies in Latin America Return and Asia. The premium received by those countries over China is highest in machinery and lowest in apparel. One explanation for this differential is that products from those regions offer higher quality or have more attributes than products from China, thereby raising their value. This would be consistent with differences in comparative advantage: countries that are relatively abundant in human Trade Policyand andphysical Industrial capital Development can improve quality or add product features. A competing explanation is that the