Globalization, structural change, and economic growth

Size: px
Start display at page:

Download "Globalization, structural change, and economic growth"

Transcription

1 Globalization, structural change, and economic growth Dani Rodrik April 2011 Based on a paper with the title Globalization, Structural Change, and Productivity Growth, authored jointly with Margaret McMillan (IFPRI). I acknowledge financial support from IFPRI and a joint IL-WTO project on "Making Globalization Socially Sustainable."

2 Productivity growth through structural change Importance of mis-allocation Recent work focuses on within-industry misallocation Older tradition of dual-economy models focused on broad structural change This work reminiscent of that older tradition and complements more disaggregated research

3 Productivity gaps are large in developing countries

4 Productivity gaps diminish over the course of development Component plus residual MWI ETH KEN ZMB GHA SEN NGA BOL IND CHN THA IDN BRA COL PER PHL VEN MYS KOR TWN NLD DNK HKG MEX TURCHL ARG ZAF UKM SGP ESP JPN USA CRI MUS ITA SWE FRA lnlabprod05 Relationship between inter-sectoral productivity gaps and income levels

5 Growth requires both new activities and ongoing structural change ln_sumlprod In %, = (_lprod_kppp00/non lprod_kppp00)*100 Fitted values In %, = (_lprod_kppp00/non lprod_kppp ln_sumlprod IND PER FRA Relationship between economy-wide labor productivity (horizontal axis) and the ratio of icultural productivity to non-icultural productivity (percent, vertical axis)

6 Data sources Start from Groningen Growth and Development Center (GGDC) data base, which provides employment and real valued added statistics for 27 countries disaggregated into 10 sectors (Timmer and de Vries, 2007; 2009) We converted local currency value added at 2000 prices to dollars using 2000 PPP exchange rates. Complement with data from national sources for 11 additional countries (China, Turkey, and several African countries) For the most part, VA comes from national income accounts, while level and structure of employment come from population censuses (and other household surveys) Since employment data are not based on labor force or industrial surveys (save for extrapolation purposes), coverage of informal sector should be less problematic than otherwise

7

8 Sectors

9 Decomposing labor productivity growth Y = θ t i t k yi t + yi t θ,,, i, t i= n i= n within structural change Y refers to aggregate labor productivity, y is sectoral labor productivity, θ is employment share, Δ is the first-difference operator, i indexes sectors, t -k and t stand for initial and final years.

10 Productivity decomposition in Latin America Productivity decomposition in Latin America across different periods (annual growth rates) Sectoral productivity growth Structural change Data from Pages, Carmen ed., The Age of Productivity, Inter-American Development Bank, Washington, D.C., 2010.

11 and across regions LAC Productivity growth within sectors AFRICA within ASIA HI structural Productivity growth due to structural change Decomposition of productivity growth by country group,

12 The actual numbers

13 Country details

14 Patterns of structural change: Asia versus Latin America Log of Sectoral Productivity/Total Productivity man Correlation Between Sectoral Productivity and Change in Employment Shares in Asia ( ) β = ; t-stat = 2.20 man man man min pu pu fire pu min min fire pu min pu fire min man pu min tsc man pu fire man wrt con man fire cspsgs fire tsc tsc tsc man fire fire con fire man wrt mintsc tsc tsc cspsgs wrt con con tsc cspsgs wrt cspsgs wrt wrt cspsgs wrt wrt cspsgs cspsgs wrt cspsgs min cspsgs wrt con con con con con fire Log of Sectoral Productivity/Total Productivity Correlation Between Sectoral Productivity and Change in Employment Shares in Latin America ( ) β = ; t-stat = min pu min min pu con min min pu pu pu pu min minfire fire tsc tsc man tsc man con fire man man man man tsc putsctsc mancon cspsgs tsc man con con tscfire con fire wrt wrt cspsgs cspsgs fire cspsgs wrt fire cspsgs fire wrt cspsgs cspsgs con cspsgs fire cspsgs wrt mincon wrt wrt wrt con pu wrt Change in Employment Share ( Emp. Share) Change in Employment Share ( Emp. Share) Fitted values Fitted values *Note: β denotes coeff. of independent variable in regression equation: ln(p/p) = α + β Emp. Share Source: Authors' calculations with data from Timmer and de Vries (2009) and China's National Bureau of Statistics *Note: β denotes coeff. of independent variable in regression equation: ln(p/p) = α + β Emp. Share Source: Authors' calculations with data from Timmer and de Vries (2009) Asia Latin America

15 Argentina Log of Sectoral Productivity/Total Productivity Correlation Between Sectoral Productivity and Change in Employment Shares in Argentina ( ) β = ; t-stat = man Change in Employment Share ( Emp. Share) min pu con wrt tsc fire cspsgs Fitted values *Note: Size of circle represents employment share in 1990 **Note: β denotes coeff. of independent variable in regression equation: ln(p/p) = α + β Emp. Share Source: Authors' calculations with data from Timmer and de Vries (2009)

16 Brazil Log of Sectoral Productivity/Total Productivity Correlation Between Sectoral Productivity and Change in Employment Shares in Brazil ( ) β = ; t-stat = man Change in Employment Share ( Emp. Share) con pu min fire tsc wrt cspsgs Fitted values *Note: Size of circle represents employment share in 1990 **Note: β denotes coeff. of independent variable in regression equation: ln(p/p) = α + β Emp. Share Source: Authors' calculations with data from Timmer and de Vries (2009)

17 Nigeria Log of Sectoral Productivity/Total Productivity Correlation Between Sectoral Productivity and Change in Employment Shares in Nigeria ( ) β = ; t-stat = wrt min fire tsc pu mancon cspsgs Change in Employment Share ( Emp. Share) Fitted values *Note: Size of circle represents employment share in 1990 **Note: β denotes coeff. of independent variable in regression equation: ln(p/p) = α + β Emp. Share Source: Authors' calculations with data from Nigeria's National Bureau of Statistics and ILO's LABORSTA

18 Zambia Log of Sectoral Productivity/Total Productivity Correlation Between Sectoral Productivity and Change in Employment Shares in Zambia ( ) β = ; t-stat = fire cspsgs min con pu man tsc wrt Change in Employment Share ( Emp. Share) Fitted values *Note: Size of circle represents employment share in 1990 **Note: β denotes coeff. of independent variable in regression equation: ln(p/p) = α + β Emp. Share Source: Authors' calculations with data from CSO, Bank of Zambia, and ILO's KILM

19 India Log of Sectoral Productivity/Total Productivity Correlation Between Sectoral Productivity and Change in Employment Shares in India ( ) β = ; t-stat = 2.97 cspsgs pu tsc min wrt con man Change in Employment Share ( Emp. Share) fire Fitted values *Note: Size of circle represents employment share in 1990 **Note: β denotes coeff. of independent variable in regression equation: ln(p/p) = α + β Emp. Share Source: Authors' calculations with data from Timmer and de Vries (2009)

20 Thailand Log of Sectoral Productivity/Total Productivity Correlation Between Sectoral Productivity and Change in Employment Shares in Thailand ( ) β = ; t-stat = 1.27 pu min tsc fire con man cspsgs Change in Employment Share ( Emp. Share) wrt Fitted values *Note: Size of circle represents employment share in 1990 **Note: β denotes coeff. of independent variable in regression equation: ln(p/p) = α + β Emp. Share Source: Authors' calculations with data from Timmer and de Vries (2009)

21 What s going on? Some possibilities: Some countries have more surplus labor in iculture than others Role of comparative advantage: primary products versus manufactures Labor market rigidity: large hiring/firing costs may prevent employment growth in dynamic sectors Trade/industrial/currency policies have: Not encouraged new tradable activities sufficiently Exposed tradables to import competition too early and excessively

22

23 Large reservoir of excess labor helps, but only conditionally Component plus residual HKG TWN SGP SWE DNK FRA ITA JPN ESP MUS MYS MEX CRI USA NLD ZAF BRA UKM COL ARG PER CHL KOR VEN TUR IDN PHL NGA BOL ZMB THA CHN IND GHA SEN KEN MWI ETH Component plus residual ZAF PER MUS NLD FRAESP MYS CRI CHL ARG BRA HKG SWE ITA COL DNK VEN MEX SGP USA UKM JPN KOR BOL PHL IDN NGA TUR ZMB GHA THA CHN IND SEN KEN ETH MWI Labor share of iculture, Labor share of iculture, 1990 unconditional conditional Association between the initial labor share in iculture and the contribution of structural change to growth

24 Comparative advantage in primary products is bad news HKG Component plus residual MUS ITA TWN TUR JPN SWE USA SGP ESP FRA THA MYS DNK ZAF NLD UKM CHN IND PHL MEX KOR KEN CRI BRA SEN IDN ETH GHA COL ARG PER CHL BOL ZMB MWI VEN NGA index_exp_rawmat Partial association between the share of primary products in exports and the contribution of structural change to growth

25 But policy can clearly help: currency undervaluation Component plus residual JPN DNK SWE NGA HKG TUR PER ARGCRI TWN SGP BRA NLD MEX FRA ESP ITA USA UKM VEN ZMB KOR SEN GHA THA ZAF KEN CHL MYS COL BOL MWI ETH PHL CHN IDN MUS underval IND Partial association between an index of currency undervaluation and the contribution of structural change to growth

26 But policy can clearly help: labor market rigidity Component plus residual HKG SGP USA NGA DNK THA MYS COL UKM MWI KEN ARG JPN MUS CHL ZMB GHA ETH CHN PHL IND TUR ZAF PER IDN NLD SWE CRI ITAMEX KOR BRA ESP FRA Employment rigidity index (0=less rigid, 1=more rigid) SEN VEN BOL Partial association between an index of labor market rigidity and the contribution of structural change to growth

27 Conclusions The presence of a large convergence gap ensures significant potential for rapid economic growth in developing world, regardless of what happens in the rich countries Fulfilling this potential requires ongoing process of diversification and structural change This process is not automatic, especially in countries with an initial comparative advantage in primary products It necessitates pragmatic, experimental policies that support new industries along with an external environment that supports, rather than misdirects, such efforts implications for WTO rules, and for WB/IMF policy advice

Structural Change and Productivity Growth

Structural Change and Productivity Growth Structural Change and Productivity Growth --in Latin America, Asia, and Turkey Dani Rodrik Merih Celasun Memorial Lecture December 2010 Structuralism is back Not in the sense of distrust of markets or

More information

Structural change, labor

Structural change, labor Structural change, labor productivity and globalization Margaret McMillan IFPRI, Tufts, NBER June 2011 Based on a paper with the title Globalization, Structural Change, and Productivity Growth, authored

More information

Economic Growth: Lecture 1 (first half), Stylized Facts of Economic Growth and Development

Economic Growth: Lecture 1 (first half), Stylized Facts of Economic Growth and Development 14.452 Economic Growth: Lecture 1 (first half), Stylized Facts of Economic Growth and Development Daron Acemoglu MIT October 24, 2012. Daron Acemoglu (MIT) Economic Growth Lecture 1 October 24, 2012. 1

More information

ECON 385. Intermediate Macroeconomic Theory II. Solow Model With Technological Progress and Data. Instructor: Dmytro Hryshko

ECON 385. Intermediate Macroeconomic Theory II. Solow Model With Technological Progress and Data. Instructor: Dmytro Hryshko ECON 385. Intermediate Macroeconomic Theory II. Solow Model With Technological Progress and Data Instructor: Dmytro Hryshko 1 / 35 Examples of technological progress 1970: 50,000 computers in the world;

More information

Productivity and income differences in the 20 th century

Productivity and income differences in the 20 th century Productivity and income differences in the 20 th century Robert Inklaar and Daniel Gallardo Albarrán (University of Groningen) World KLEMS Conference, June 4 5 2018 Development accounting What can account

More information

Fiscal Policy and Income Inequality. March 13, 2014

Fiscal Policy and Income Inequality. March 13, 2014 Fiscal Policy and Income Inequality March 13, 2014 Inequality has been increasing in most economies 0.55 Disposable Income Inequality: 1980 2010 0.5 0.45 Gini coefficient 0.4 0.35 0.3 0.25 0.2 1980 1985

More information

THE PAST, PRESENT, AND FUTURE

THE PAST, PRESENT, AND FUTURE THE PAST, PRESENT, AND FUTURE OF ECONOMIC CONVERGENCE Dani Rodrik October 2013 Global income disparities $35,000 $30,000 Per capita income levels in different country groups (2012, in 2005 PPP$) $31,625

More information

Overview of Presentation

Overview of Presentation Overview of Presentation Fiscal Outlook and Challenges How to Address Fiscal Challenges? 2 Fiscal Outlook and Challenges 3 While the fiscal drag is waning in AE, EMEs would need to start rebuilding buffers

More information

Good growth, bad growth, and manufacturing. Dani Rodrik September 2011

Good growth, bad growth, and manufacturing. Dani Rodrik September 2011 Good growth, bad growth, and manufacturing Dani Rodrik September 2011 0.02.04.06 An extraordinary decade 1950 1960 1970 1980 1990 2000 2010 year smoothed trend actual Growth trends in world economy: GDP

More information

Chapter 6. Macroeconomic Data. Zekarias M. Hussein and Angel H. Aguiar Uses of Macroeconomic Data

Chapter 6. Macroeconomic Data. Zekarias M. Hussein and Angel H. Aguiar Uses of Macroeconomic Data Chapter 6 Macroeconomic Data Zekarias M. Hussein and Angel H. Aguiar This chapter provides an overview of the macroeconomic features of the 8 Data Base. We will first present how the macroeconomic data

More information

Chapter 6 Macroeconomic Data

Chapter 6 Macroeconomic Data Chapter 6 Macroeconomic Data Angel H. Aguiar and Betina V. Dimaranan 6.1 Uses of Macroeconomic Data During the Data Base construction process, macroeconomic data are used in various stages. The primary

More information

Online Appendix for Explaining Educational Attainment across Countries and over Time

Online Appendix for Explaining Educational Attainment across Countries and over Time Online Appendix for Explaining Educational Attainment across Countries and over Time Diego Restuccia University of Toronto Guillaume Vandenbroucke University of Southern California March 2014 Contents

More information

Foreign Capital and Economic Growth

Foreign Capital and Economic Growth Foreign Capital and Economic Growth Arvind Subramanian (Eswar Prasad and Raghuram Rajan) Western Hemisphere Department Workshop November 17, 2006 *This presentation reflects the views of the authors only

More information

Inclusive Growth. Miguel Niño-Zarazúa UNU-WIDER

Inclusive Growth. Miguel Niño-Zarazúa UNU-WIDER Inclusive Growth Miguel Niño-Zarazúa UNU-WIDER Significant poverty reduction since 1990s Latin America Percentage of people living on less than $1.25 USD fell from 47% (2bp) in 1990 to 24% (1.4bp) in 2008

More information

Corporate Standards and Disclosure Around the World: What works?

Corporate Standards and Disclosure Around the World: What works? Corporate Standards and Disclosure Around the World: What works? Professor Florencio Lopez-de-Silanes Yale University International Institute for Corporate Governance September 20, 2002. Why do some countries

More information

NEW GROWTH STRATEGIES. Dani Rodrik October 2014

NEW GROWTH STRATEGIES. Dani Rodrik October 2014 NEW GROWTH STRATEGIES Dani Rodrik October 2014 A framework: combining growth theory, convergence and dualism Economic dualism is endemic Traditional activities traditional agriculture; small, informal

More information

NAVIGATING an INTERCONNECTED WORLD. Sean Hagan, Tamim Bayoumi, and Steven Phillips

NAVIGATING an INTERCONNECTED WORLD. Sean Hagan, Tamim Bayoumi, and Steven Phillips NAVIGATING an INTERCONNECTED WORLD Sean Hagan, Tamim Bayoumi, and Steven Phillips I NTEGRATED S URVEILLANCE D ECISION Why an Integrated Surveillance Decision? Highly interconnected world: need to monitor

More information

The Challenge of Public Pension Reform in Advanced and Emerging Economies

The Challenge of Public Pension Reform in Advanced and Emerging Economies The Challenge of Public Pension Reform in Advanced and Emerging Economies Mauricio Soto Fiscal Affairs Department International Monetary Fund January 212 The views expressed herein are those of the author

More information

Introduction: Basic Facts and Neoclassical Growth Model

Introduction: Basic Facts and Neoclassical Growth Model Introduction: Basic Facts and Neoclassical Growth Model Diego Restuccia University of Toronto and NBER University of Oslo August 14-18, 2017 Restuccia Macro Growth and Development University of Oslo 1

More information

University of Pennsylvania & NBER. This paper reflects only the authors views, and not those of the IMF

University of Pennsylvania & NBER. This paper reflects only the authors views, and not those of the IMF An Anatomy of Credit Booms and their Demise Enrique G. Mendoza University of Pennsylvania & NBER Marco E. Terrones IMF This paper reflects only the authors views, and not those of the IMF Motivation and

More information

Trade led Growth in Times of Crisis Asia Pacific Trade Economists Conference 2 3 November 2009, Bangkok. Session 12

Trade led Growth in Times of Crisis Asia Pacific Trade Economists Conference 2 3 November 2009, Bangkok. Session 12 Trade led Growth in Times of Crisis Asia Pacific Trade Economists Conference 2 3 November 2009, Bangkok Session 12 Factors Contributing to Export Performance in the Aftermath of Global Economic Crisis

More information

Labor productivity in manufacturing vs. construction in Turkey: A few puzzles

Labor productivity in manufacturing vs. construction in Turkey: A few puzzles No.2018-1 Labor productivity in manufacturing vs. construction in Turkey: A few puzzles İzak Atiyas 1 Zeren Tatar Taşpınar 2 January 2018 Özet: Bu notun amacı Türkiye de imalat sanayi ile inşaat sektöründe

More information

Financial Inclusion, Education & the Arab World

Financial Inclusion, Education & the Arab World Financial Inclusion, Education & the Arab World Nadine Chehade nchehade@worldbank.org October 2016 Framing the discussions Why is financial inclusion important? Where does / will the Arab world stand?

More information

2016 External Sector Report

2016 External Sector Report 216 External Sector Report Global Imbalances and Policy Challenges September, 216 o Evolution of Global Current Accounts and Exchange Rates Widening and reconfiguration of imbalances in 215 Drivers: Asymmetric

More information

Long-run Economic Growth. Part II: Sources of Growth and Productivity. Growth accounting. Today. Chris Edmond NYU Stern.

Long-run Economic Growth. Part II: Sources of Growth and Productivity. Growth accounting. Today. Chris Edmond NYU Stern. Growth accounting ong-run Economic Growth Part II: Sources of Growth and Productivity Chris Edmond NYU Stern Spring 2007 Where does growth in output per worker come from? Recall ( augmented ) production

More information

The Challenge of Public Pension Reform

The Challenge of Public Pension Reform The Challenge of Public Pension Reform Baoping Shang Fiscal Affairs Department International Monetary Fund May 4, 212 This presentation represents the views of the author and should not be attributed to

More information

CAN FDI CONTRIBUTE TO INCLUSIVE GROWTH: ROLE OF INVESTMENT FACILITATION

CAN FDI CONTRIBUTE TO INCLUSIVE GROWTH: ROLE OF INVESTMENT FACILITATION CAN FDI CONTRIBUTE TO INCLUSIVE GROWTH: ROLE OF INVESTMENT FACILITATION Iza Lejarraga Head of Unit, Investment Policy Linkages OECD Investment Division FIFD Workshop on Investment Facilitation for Development

More information

MMGPI 2016 Outcomes. Dr David Knox Senior Partner, Mercer

MMGPI 2016 Outcomes. Dr David Knox Senior Partner, Mercer Editions 2016 Top 3 Rankings MMGPI 2016 Outcomes Dr David Knox Senior Partner, Mercer Every retirement system is different! Insurance Private Public Pensions DC Indexation Assets RETIREMENT INCOME SYSTEMS

More information

WORLD ECONOMIC OUTLOOK October 2017

WORLD ECONOMIC OUTLOOK October 2017 WORLD ECONOMIC OUTLOOK October 2017 Andreas Bauer Sr Resident Representative @imf_delhi World Economic Outlook The big picture Global activity picked up further in 2017H1 the outlook is now for higher

More information

Trade in Value Added. Fabienne Fortanier. International trade past, present, future Alpbach Economic Symposium

Trade in Value Added. Fabienne Fortanier. International trade past, present, future Alpbach Economic Symposium Trade in Value Added International trade past, present, future Alpbach Economic Symposium Fabienne Fortanier Head of Trade Statistics Statistics Directorate, OECD 1 Increasing international fragmentation

More information

Economic Growth

Economic Growth MIT OpenCourseWare http://ocw.mit.edu 14.452 Economic Growth Fall 2008 For information about citing these materials or our Terms of Use, visit: http://ocw.mit.edu/terms. 14.452 Economic Growth: Lecture

More information

Building Blocks for the FTAAP: Investment and Services

Building Blocks for the FTAAP: Investment and Services Building Blocks for the FTAAP: Investment and Services Robert Scollay New Zealand APEC Study Centre, University of Auckland Presented at CNCPEC Symposium on FTAAP: Asia-Pacific Economic Integration by

More information

The Marginal Product of Capital: New Facts and Interpretation

The Marginal Product of Capital: New Facts and Interpretation The Marginal Product of Capital: New Facts and Interpretation Julia Faltermeier Universitat Pompeu Fabra October 11, 2017 Universitat Pompeu Fabra Julia Faltermeier 1 Convergence in aggregate MPKs across

More information

Performance of the Singapore Labour Market

Performance of the Singapore Labour Market Performance of the Singapore Labour Market Employment, Wages and Productivity Randolph Tan School of Business, SIM University (UniSIM) October 25, 2012 Labour- 1 Preamble: Enviable Labour Market Experience

More information

A Virtuous Cycle in Local Currency Bond Markets?

A Virtuous Cycle in Local Currency Bond Markets? A Virtuous Cycle in Local Currency Bond Markets? John D. Burger The Sellinger School, Loyola College in Maryland Katholieke Universiteit Leuven Francis E. Warnock Darden Business School, NBER, IIIS at

More information

By Daron Acemoglu, Simon Johnson, and James A. Robinson, 2001

By Daron Acemoglu, Simon Johnson, and James A. Robinson, 2001 By Daron Acemoglu, Simon Johnson, and James A. Robinson, 2001 We exploit differences in European mortality rates to estimate the effect of institutions on economic performance. Europeans adopted very different

More information

Understanding the Downward Trend in Labor Income Shares

Understanding the Downward Trend in Labor Income Shares Understanding the Downward Trend in Labor Income Shares Mai Dao, Mitali Das (team lead), Zsoka Koczan and Weicheng Lian, 1 with contributions from Jihad Dagher and support from Ben Hilgenstock and Hao

More information

Monetary Policy and Financial System During Demographic Change:

Monetary Policy and Financial System During Demographic Change: Monetary Policy and Financial System During Demographic Change: Three questions Gauti B. Eggertsson Brown University 1. Can demographic change account for worldwide decline in interest rate? 2. What is

More information

Digital Trade Restrictiveness Index

Digital Trade Restrictiveness Index Digital Trade Restrictiveness Index by Martina Francesca Ferracane (martina.ferracane@ecipe.org), Hosuk Lee-Makiyama (hosuk.lee-makiyama@ecipe.org), and Erik van der Marel (erik.vandermarel@ecipe.org)

More information

NBER WORKING PAPER SERIES GLOBAL SAVINGS AND GLOBAL INVESTMENT: THE TRANSMISSION OF IDENTIFIED FISCAL SHOCKS. James Feyrer Jay C.

NBER WORKING PAPER SERIES GLOBAL SAVINGS AND GLOBAL INVESTMENT: THE TRANSMISSION OF IDENTIFIED FISCAL SHOCKS. James Feyrer Jay C. NBER WORKING PAPER SERIES GLOBAL SAVINGS AND GLOBAL INVESTMENT: THE TRANSMISSION OF IDENTIFIED FISCAL SHOCKS James Feyrer Jay C. Shambaugh Working Paper 15113 http://www.nber.org/papers/w15113 NATIONAL

More information

Policy Forum: How to address Inequality and Poverty in South Africa 7 June 2011, Reserve Bank, Pretoria

Policy Forum: How to address Inequality and Poverty in South Africa 7 June 2011, Reserve Bank, Pretoria Policy Forum: How to address Inequality and Poverty in South Africa 7 June 2011, Reserve Bank, Pretoria Growing Unequal? International trends in inequality and poverty Michael Förster OECD, Social Policy

More information

Relative Prices and Sectoral Productivity

Relative Prices and Sectoral Productivity Relative Prices and Sectoral Productivity Diego Restuccia University of Toronto and NBER University of Oslo August 4-8, 27 Restuccia Macro Growth and Development University of Oslo / 37 Overview Relative

More information

Effective Labor Regulation and Microeconomic Flexibility

Effective Labor Regulation and Microeconomic Flexibility No. 04 6 Effective Labor Regulation and Microeconomic Flexibility Ricardo Caballero, Kevin N. Cowan, Eduardo M.R.A. Engel, and Alejandro Micco Abstract: Microeconomic flexibility, by facilitating the process

More information

Cross-Country Income Differences Revisited: Accounting for the Role of Intangible Capital

Cross-Country Income Differences Revisited: Accounting for the Role of Intangible Capital Cross-Country Income Differences Revisited: Accounting for the Role of Intangible Capital Presented at the Fourth World KLEMS Conference, Madrid, Spain Wen Chen University of Groningen, The Netherlands

More information

OECD ECONOMIC SURVEY OF BRAZIL 2018

OECD ECONOMIC SURVEY OF BRAZIL 2018 OECD ECONOMIC SURVEY OF BRAZIL 2018 Towards a more prosperous and inclusive Brazil Brasília, 28 February 2018 http://www.oecd.org/eco/surveys/economic-survey-brazil.htm @OECDeconomy @OECD The economy is

More information

CORPORATE TAX STATISTICS

CORPORATE TAX STATISTICS CORPORATE TAX STATISTICS Corporate Effective Tax Rates: Explanatory Annex (Annex applicable for corporate effective tax rates 2017) 1 Annex A. Explanatory Remarks Methodology, Exogenous Variables and Data

More information

ORIGINAL SIN AND DARK MATTER (STILL) MATTER: ASSET COMPOSITION AND SOLVENCY. Ricardo Hausmann Harvard University & Santa Fe Institute

ORIGINAL SIN AND DARK MATTER (STILL) MATTER: ASSET COMPOSITION AND SOLVENCY. Ricardo Hausmann Harvard University & Santa Fe Institute ORIGINAL SIN AND DARK MATTER (STILL) MATTER: ASSET COMPOSITION AND SOLVENCY Ricardo Hausmann Harvard University & Santa Fe Institute Why do we care about deficits? Because deficits determine the evolution

More information

OECD Science, Technology and Industry Scoreboard 2013

OECD Science, Technology and Industry Scoreboard 2013 OECD Science, Technology and Industry Scoreboard 213 CANADA HIGHLIGHTS Canada experienced a decline in business spending on R&D between 21 and 211, despite generous public support, mainly through tax incentives

More information

Endogenous Growth Theory

Endogenous Growth Theory Endogenous Growth Theory Lecture Notes for the winter term 2010/2011 Ingrid Ott Tim Deeken November 5th, 2010 CHAIR IN ECONOMIC POLICY KIT University of the State of Baden-Wuerttemberg and National Laboratory

More information

THE BENEFITS OF EXPANDING THE ROLE OF WOMEN AND YOUTH IN ECONOMIC ACTIVITIES

THE BENEFITS OF EXPANDING THE ROLE OF WOMEN AND YOUTH IN ECONOMIC ACTIVITIES G7 International Forum for Empowering Women and Youth in the Agriculture and Food Systems THE BENEFITS OF EXPANDING THE ROLE OF WOMEN AND YOUTH IN ECONOMIC ACTIVITIES Randall S. Jones Head, Japan/Korea

More information

Productivity adjustment in ICP

Productivity adjustment in ICP 3rd Meeting of the PPP Compilation and Computation Task Force September 27 28, 2018 World Bank, 1818 H St. NW, Washington, DC MC 10-100 Productivity adjustment in ICP Robert Inklaar Productivity adjustment

More information

Effectiveness of Tax Incentives in Attracting Investment; Evidence and Policy Implications

Effectiveness of Tax Incentives in Attracting Investment; Evidence and Policy Implications Effectiveness of Tax Incentives in Attracting Investment; Evidence and Policy Implications Edward Mwachinga Global Tax Simplification Team, World Bank Group February 12 Lusaka, Zambia WBG Tax Simplification

More information

REMOVING TRADE BARRIERS IN BRAZIL

REMOVING TRADE BARRIERS IN BRAZIL REMOVING TRADE BARRIERS IN BRAZIL A QUANTITATIVE ANALYSIS USING METRO Sónia Araújo Senior Economist, OECD WTO PUBLIC FORUM Trade: Behind the Headlines Session 78: Distributive impacts of trade liberalisation

More information

Tinyiko Ngwenya. Economist at Old Mutual Investment #OMTMRW

Tinyiko Ngwenya. Economist at Old Mutual Investment #OMTMRW @oldmutualsa #OMTMRW Tinyiko Ngwenya Economist at Old Mutual Investment Group Tinyiko is an economist in the MacroSolutions Economic Research Unit and is responsible for analysing key macro-economic data

More information

Economic Growth: Lecture 4, The Solow Growth Model and the Data

Economic Growth: Lecture 4, The Solow Growth Model and the Data 14.452 Economic Growth: Lecture 4, The Solow Growth Model and the Data Daron Acemoglu MIT October 30, 2014. Daron Acemoglu (MIT) Economic Growth Lecture 4 October 30, 2014. 1 / 33 Mapping the Model to

More information

CREI Lectures 2010 Differences in Technology Across Space and Time

CREI Lectures 2010 Differences in Technology Across Space and Time CREI Lectures 2010 Differences in Technology Across Space and Time Francesco Caselli Barcelona, June 16-18 1 / 77 General Introduction 2 / 77 Adam Smith would be surprised 3 / 77 Adam Smith would be surprised

More information

Hewitt Associates LLC November Charting the Course for Economic Recovery 2010 Global Salary Planning

Hewitt Associates LLC November Charting the Course for Economic Recovery 2010 Global Salary Planning Hewitt Associates LLC November 2009 Charting the Course for Economic Recovery 2010 Global Salary Planning About This Material This material provides final salary increase budgets for 2009 and 2010 projected.

More information

Economic Growth in the Long Run TOPIC 2 MBA HEC PARIS

Economic Growth in the Long Run TOPIC 2 MBA HEC PARIS Economic Growth in the Long Run TOPIC 2 MBA HEC PARIS The most important (economic) questions What are the sources of growth? What account for cross-country income differences? "Once one starts to think

More information

Corrigendum. Page 41, Table 1.A1.1. Details of pension reforms, September 2013-September 2015 : Columns on Portugal should read as follows:

Corrigendum. Page 41, Table 1.A1.1. Details of pension reforms, September 2013-September 2015 : Columns on Portugal should read as follows: Pensions at a Glance: OECD and G Indicators DOI: http://dx.doi.org/.787/pension_glance-5-en ISBN 9789644636 (print) ISBN 97896444443 (PDF) OECD 5 Corrigendum Page 4, Table.A.. Details of pension reforms,

More information

38th meeting of the EU-Turkey Joint Consultative Committee (JCC)

38th meeting of the EU-Turkey Joint Consultative Committee (JCC) tepav The Economic Policy Research Foundation of Turkey 38th meeting of the EU-Turkey Joint Consultative Committee (JCC) SMEs-Trade development and investment environment opportunities between the EU and

More information

Who Needs to Open the Capital Account?

Who Needs to Open the Capital Account? Who Needs to Open the Capital Account? Olivier Jeanne Arvind Subramanian John Williamson Peterson Institute for International Economics Washington, DC June 11, 2012 Purpose To reassess the case for capital

More information

Integrating Services Markets and Regulatory Cooperation

Integrating Services Markets and Regulatory Cooperation 2015/SRMM/002 Agenda Item: III Integrating Services Markets and Regulatory Cooperation Purpose: Information Submitted by: World Bank 2 nd Structural Reform Ministerial Meeting Cebu, Philippines 7-8 September

More information

Capital Depreciation and Labor Shares Around the World: Measurement and Implications

Capital Depreciation and Labor Shares Around the World: Measurement and Implications Capital Depreciation and Labor Shares Around the World: Measurement and Implications Loukas Karabarbounis and Brent Neiman University of Chicago March 2015 Introduction Recent work has shown pervasive

More information

Regional and Global Trade Strategies for Liberia

Regional and Global Trade Strategies for Liberia Regional and Global Trade Strategies for Liberia Jaime de Melo FERDI, IGC Armela Mancellari IGC International Growth Centre de Melo, Mancellari Regional and Global Trade Strategies for Liberia Outline

More information

Fiscal Policy and Economic Growth

Fiscal Policy and Economic Growth Fiscal Policy and Economic Growth Vitor Gaspar Director, Fiscal Affairs Department International Monetary Fund Peterson Institute for International Economics June 3, 15 Background The study draws on an

More information

Institutions, Incentives, and Power

Institutions, Incentives, and Power Institutions, Incentives, and Power 1 / 30 High Level Institutions Selectorate: The portion of the population that has some chance of playing a role in the selection of the leader. inning Coalition: The

More information

The Term Structure of Growth-at-Risk

The Term Structure of Growth-at-Risk The Term Structure of Growth-at-Risk Tobias Adrian (IMF), Federico Grinberg (IMF), Nellie Liang (Brookings), and Sherheryar Malik (IMF) BIS Research meeting on Pushing the Frontier of Central Bank s Macro

More information

Emerging & Frontier Market Outlook

Emerging & Frontier Market Outlook Emerging & Frontier Market Outlook Recovery, Rebalancing and Risk in an Uneven Global Environment DAVID STAPLES, MANAGING DIRECTOR, EMEA CORPORATE FINANCE MATT ROBINSON, ASSOCIATE MANAGING DIRECTOR, AFRICA

More information

Jobs as Pathways to Ending Poverty and Boosting Shared Prosperity. Arup Banerji World Bank Labor Core Course 2013

Jobs as Pathways to Ending Poverty and Boosting Shared Prosperity. Arup Banerji World Bank Labor Core Course 2013 Jobs as Pathways to Ending Poverty and Boosting Shared Prosperity Arup Banerji World Bank Labor Core Course 2013 Renewed World Bank Group Goals End extreme poverty: the percentage of people living with

More information

Macroeconomics Econ202A

Macroeconomics Econ202A Macroeconomics Econ202A Pierre-Olivier Gourinchas UC Berkeley Berkeley, Fall 2014 November 18, 2014 1/11 The First Oil Price Shock Nt ten r- ) N % I I I I I I N ~~OcI I 0O N tn ^N Nt tn Nt > I I I I >~~~t

More information

The Disappointments of Financial Globalization. Dani Rodrik November 7, 2008 Bank of Thailand International Symposium

The Disappointments of Financial Globalization. Dani Rodrik November 7, 2008 Bank of Thailand International Symposium The Disappointments of Financial Globalization Dani Rodrik November 7, 2008 Bank of Thailand International Symposium 1 14 12 10 8 6 4 2 0 Financial globalization: flows Gross private capital flows to developing

More information

Banking Competition Revisited: Shadow Banks v.s. Commercial Banks

Banking Competition Revisited: Shadow Banks v.s. Commercial Banks Banking Competition Revisited: Shadow Banks v.s. Commercial Banks Chong Shu September 25, 2017 Chong Shu Banking Competition Revisited September 25, 2017 1 / 15 Motivation It has long been argued that

More information

Economic Growth: Lecture 4, The Solow Growth Model and the Data

Economic Growth: Lecture 4, The Solow Growth Model and the Data 14.452 Economic Growth: Lecture 4, The Solow Growth Model and the Data Daron Acemoglu MIT November 2, 2017. Daron Acemoglu (MIT) Economic Growth Lecture 4 November 2, 2017. 1 / 34 Mapping the Model to

More information

Effective labor regulation and microeconomic flexibility

Effective labor regulation and microeconomic flexibility Effective labor regulation and microeconomic flexibility The MIT Faculty has made this article openly available. Please share how this access benefits you. Your story matters. Citation As Published Publisher

More information

How Will We Know When We Have Achieved Universal Health Coverage?

How Will We Know When We Have Achieved Universal Health Coverage? How Will We Know When We Have Achieved Universal Health Coverage? The Newly Revamped Health Equity and Financial Protection Indicators (HEFPI) Database Adam Wagstaff Research Manager, Development Research

More information

Promoting Industrialisation in SADC through Quality Infrastructure SADC Industrialisation Week 2017

Promoting Industrialisation in SADC through Quality Infrastructure SADC Industrialisation Week 2017 Promoting Industrialisation in SADC through Quality Infrastructure SADC Industrialisation Week 2017 Iza Lejárraga, Head of Investment Policy Linkages Unit Directorate for Financial and Enterprise Affairs

More information

OECD INTERIM ECONOMIC OUTLOOK. Will Soft Foundations and Financial Vulnerabilities Derail the Modest Recovery? Catherine L. Mann OECD Chief Economist

OECD INTERIM ECONOMIC OUTLOOK. Will Soft Foundations and Financial Vulnerabilities Derail the Modest Recovery? Catherine L. Mann OECD Chief Economist OECD INTERIM ECONOMIC OUTLOOK Will Soft Foundations and Financial Vulnerabilities Derail the Modest Recovery? Presentation to LUISS 10 April 2017 Catherine L. Mann OECD Chief Economist Key messages Global

More information

Multinational Production: Data and Stylized Facts by Natalia Ramondo, Andrés Rodríguez-Clare, and Felix Tintelnot Online Appendix

Multinational Production: Data and Stylized Facts by Natalia Ramondo, Andrés Rodríguez-Clare, and Felix Tintelnot Online Appendix Multinational Production: Data and Stylized Facts by Natalia Ramondo, Andrés Rodríguez-Clare, and Felix Tintelnot Online Appendix 1 Data Description 1.1 Data Sources The construction of the MP database

More information

Misallocation, Establishment Size, and Productivity

Misallocation, Establishment Size, and Productivity Misallocation, Establishment Size, and Productivity Pedro Bento West Virginia University Diego Restuccia University of Toronto November 15, 2014 1 / 23 Motivation Large Income Differences Across Countries

More information

How a Global Inter-Country Input-Output Table with Processing Trade Account Can be Constructed from GTAP Database

How a Global Inter-Country Input-Output Table with Processing Trade Account Can be Constructed from GTAP Database How a Global Inter-Country Input-Output Table with Processing Trade Account Can be Constructed from GTAP Database Marinos Tsigas and Zhi Wang United States International Trade Commission Mark Gehlhar U.S.

More information

SERVICES TRADE, REGULATION AND GVCS

SERVICES TRADE, REGULATION AND GVCS UNITED NATIONS CONFERENCE ON TRADE AND DEVELOPMENT MULTI-YEAR EXPERT MEETING ON TRADE, SERVICES AND DEVELOPMENT Geneva, 11 13 May 2015 SERVICES TRADE, REGULATION AND GVCS SESSION 2 Ms. Dorothée Rouzet

More information

Informal Sector and Economic Growth: The Supply of Credit Channel

Informal Sector and Economic Growth: The Supply of Credit Channel Informal Sector and Economic Growth: The Supply of Credit Channel Baptiste Massenot Stéphane Straub September 2011 Abstract A standard view holds that removing barriers to entry and improving judicial

More information

Recent Findings on Tax Incentives April 2015, New York ECOSOC, UN

Recent Findings on Tax Incentives April 2015, New York ECOSOC, UN Recent Findings on Tax Incentives April 2015, New York ECOSOC, UN BLANCA MORENO-DODSON LEAD ECONOMIST, MACROECONOMICS AND FISCAL MANAGEMENT, THE WORLD BANK Tax Incentives and Tax Competition Tax incentives

More information

Multinational Production Data Set: Documentation

Multinational Production Data Set: Documentation Multinational Production Data Set: Documentation Natalia Ramondo Andrés Rodríguez-Clare Felix Tintelnot UC-San Diego UC Berkeley and NBER U. of Chicago January 9, 2015 1 Data Description 1.1 Data Sources

More information

TFP & Labor Productivity Level

TFP & Labor Productivity Level TFP & Labor Productivity Level More than 90% of differences in per-capita income around the world are explained by differences in labor productivity (IMF, 2013) Figure 1. Greater efficiency in EMs has

More information

Net Capital Flows: All EMs

Net Capital Flows: All EMs in US$ billion 2 Net Capital Flows: All EMs 15 1 5-5 -1 Q1 Q2 211 Est. -15-2 26Q1 27Q1 28Q1 29Q1 21Q1 211Q1 in US$ billion 12 1 8 6 4 2-2 -4-6 -8 All EMs: Bonds Composite Indicator Portfolio Bonds Flows

More information

ROWING AGAINST THE CURRENT THE DIVERSIFICATION CHALLENGE IN AFRICA S RESOURCE-RICH ECONOMIES

ROWING AGAINST THE CURRENT THE DIVERSIFICATION CHALLENGE IN AFRICA S RESOURCE-RICH ECONOMIES GLOBAL ECONOMY & DEVELOPMENT WORKING PAPER 29 DECEMBER 2008 ROWING AGAINST THE CURRENT THE DIVERSIFICATION CHALLENGE IN AFRICA S RESOURCE-RICH ECONOMIES John Page The Brookings Global Economy and Development

More information

HOV with technology and consumption dissimilarity

HOV with technology and consumption dissimilarity bilaterally HOV with technology and consumption dissimilarity Neil Foster and Robert Stehrer The Vienna Institute for International Economic Studies (wiiw) Version: 2012-04-25 Study carried out within

More information

Global Liquidity, House Prices, and the Macroeconomy: Evidence from Advanced and Emerging Economies

Global Liquidity, House Prices, and the Macroeconomy: Evidence from Advanced and Emerging Economies Global Liquidity, House Prices, and the Macroeconomy: Evidence from Advanced and Emerging Economies By Ambrogio Cesa-Bianchi, Luis Felipe Cespedes, Alessandro Rebucci Bank of Canada and European Central

More information

Unpacking Sources of Comparative Advantage: A Quantitative Approach

Unpacking Sources of Comparative Advantage: A Quantitative Approach Unpacking Sources of Comparative Advantage: A Quantitative Approach Davin Chor (Singapore Management University) 5 Jan 2008 NAWM of the Econometric Society (New Orleans) Background Recent empirical work

More information

Is social protection effective in tackling inequality in developing countries? Miguel Niño-Zarazúa UNU-WIDER

Is social protection effective in tackling inequality in developing countries? Miguel Niño-Zarazúa UNU-WIDER Is social protection effective in tackling inequality in developing countries? Miguel Niño-Zarazúa UNU-WIDER The concern of inequality The concern of inequality is a critical factor in the success of development

More information

Economic Growth: Lecture 4, The Solow Growth Model and the Data

Economic Growth: Lecture 4, The Solow Growth Model and the Data 14.452 Economic Growth: Lecture 4, The Solow Growth Model and the Data Daron Acemoglu MIT November 8, 2016. Daron Acemoglu (MIT) Economic Growth Lecture 4 November 8, 2016. 1 / 43 Mapping the Model to

More information

Across Markup Specialization and the Composition of Multilateral Trade

Across Markup Specialization and the Composition of Multilateral Trade Across Markup Specialization and the Composition of Multilateral Trade Ahmad Lashkaripour Indiana University April 15, 2016 1 / 62 Motivation 2 / 62 Background Gravity trade models Characterize aggregate

More information

Sub-Sahara Africa Economic Outlook

Sub-Sahara Africa Economic Outlook Sub-Sahara Africa Economic Outlook Nicholas Staines and Jean-Paul Mvogo International Monetary Fund Kinshasa, November 2015 nstaines@imf.org and mvogo@imf.org www.imf.org and www.imf.org/kinshasa Regional

More information

Going beyond regulation: Social Policy and Private Sector Involvement in Water Supply

Going beyond regulation: Social Policy and Private Sector Involvement in Water Supply Going beyond regulation: Social Policy and Private Sector Involvement in Water Supply Naren Prasad Geneva 22 April 2007 Presentation prepared for the workshop entitled Legal Aspects of Water Sector Reforms,

More information

New Perspectives on Foreign Direct Investment

New Perspectives on Foreign Direct Investment New Perspectives on Foreign Direct Investment Elhanan Helpman Harvard University January, 2008 (Harvard University) New Perspectives on Foreign Direct Investment January, 2008 1 / 17 Background International

More information

The Role of Financial Markets and Innovation in Productivity and Growth in Europe

The Role of Financial Markets and Innovation in Productivity and Growth in Europe The Role of Financial Markets and Innovation in Productivity and Growth in Europe Philipp Hartmann, Florian Heider, Elias Papaioannou, Marco Lo Duca European Central Bank Disclaimer: This paper is based

More information

Productivity, Reallocation, and Equity: Challenges of disruptive technology and trade

Productivity, Reallocation, and Equity: Challenges of disruptive technology and trade Productivity, Reallocation, and Equity: Challenges of disruptive technology and trade Catherine L. Mann OECD Chief Economist Peterson Institute for International Economics October 2017 www.oecd.org/economy

More information

NBER WORKING PAPER SERIES UNCONDITIONAL CONVERGENCE. Dani Rodrik. Working Paper

NBER WORKING PAPER SERIES UNCONDITIONAL CONVERGENCE. Dani Rodrik. Working Paper NBER WORKING PAPER SERIES UNCONDITIONAL CONVERGENCE Dani Rodrik Working Paper 17546 http://www.nber.org/papers/w17546 NATIONAL BUREAU OF ECONOMIC RESEARCH 1050 Massachusetts Avenue Cambridge, MA 02138

More information

Household Debt and Business Cycles Worldwide

Household Debt and Business Cycles Worldwide Household Debt and Business Cycles Worldwide Atif Mian, Amir Sufi, and Emil Verner Princeton University, University of Chicago, and Princeton University IMF Jacques Polak Annual Research Conference November

More information