On the Measurement of Upstreamness and Downstreamness in Global Value Chains
Open accessAbstract
This paper offers four contributions to the empirical literature on global value chains (GVCs).First, we provide a succinct overview of several measures developed to capture the upstreamness or downstreamness of industries and countries in GVCs.Second, we employ data from the World Input-Output Database (WIOD) to document the empirical evolution of these measures over the period 1995-2011; in doing so, we highlight salient patterns related to countries' GVC positioning -as well as some puzzling correlations -that emerge from the data.Third, we develop a theoretical framework -which builds on Caliendo and Parro's (2015) variant of the Eaton and Kortum (2002) model -that provides a structural interpretation of all the entries of the WIOD in a given year.Fourth, we resort to a calibrated version of the model to perform counterfactual exercises that: (i) sharpen our understanding of the independent effect of several factors in explaining the observed empirical patterns in the period 1995-2011; and (ii) provide guidance for how future changes in the world economy are likely to shape the positioning of countries in GVCs.
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The ratio of world GDP to world gross output has been quite stable at a value of one-half in recent decades.
“This ratio has in fact been quite stable at a value of one -half in recent decades (see Antràs and Chor, 2018).”
From De-Globalisation? Global Value Chains in the Post-COVID-19 Age (2020) · cites this paper as Antràs and Chor, 2018
Section 2.3 equates the world value-added-to-gross-output ratio with the final-use-to-gross-output ratio; world value added corresponds to world GDP. Section 3.1 places that ratio near one-half from 1995 to 2011, but describes a perceptible, steady decline from 0.526 to 0.486. Thus the approximate value is supported, while calling it quite stable omits the reported trend. (LLM, conf=0.86)
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Cites
Technology, Geography, and Trade
Eaton, J., & Kortum, S. (2002) · Econometrica · doi:10.1111/1468-0262.00352 · Cited by 4,485 · see citing works
Robust Inference With Multiway Clustering
Cameron, A. C., Gelbach, J. B., & Miller, D. L. (2011) · Journal of Business & Economic Statistics · doi:10.1198/jbes.2010.07136 · Cited by 3,203 · see citing works
Timmer, M. P., Dietzenbacher, E., Los, B., Stehrer, R., & de Vries, G. J. (2015) · Review of International Economics · doi:10.1111/roie.12178 · Cited by 2,451 · see citing works
The Network Origins of Aggregate Fluctuations
Acemoğlu, D., Carvalho, V. M., Ozdaglar, A., & Tahbaz-Salehi, A. (2012) · Econometrica · doi:10.3982/ecta9623 · Cited by 2,319 · see citing works
Tracing Value-Added and Double Counting in Gross Exports
Koopman, R., Wang, Z., & Wei, S. (2012) · American Economic Review · doi:10.1257/aer.104.2.459 · Cited by 2,007 · see citing works
Accounting for intermediates: Production sharing and trade in value added
Johnson, R. C., & Noguera, G. (2011) · Journal of International Economics · doi:10.1016/j.jinteco.2011.10.003 · Cited by 1,786 · see citing works
The O-Ring Theory of Economic Development
Kremer, M. R. (1993) · The Quarterly Journal of Economics · doi:10.2307/2118400 · Cited by 1,638 · see citing works
Estimates of the Trade and Welfare Effects of NAFTA
Caliendo, L., & Parro, F. (2015) · The Review of Economic Studies · doi:10.1093/restud/rdu035 · Cited by 1,518 · see citing works
Can Vertical Specialization Explain the Growth of World Trade?
Yi, K. (2003) · Journal of Political Economy · doi:10.1086/344805 · Cited by 1,355 · see citing works
Slicing Up Global Value Chains
Timmer, M. P., Erumban, A. A., Los, B., Stehrer, R., & de Vries, G. J. (2014) · The Journal of Economic Perspectives · doi:10.1257/jep.28.2.99 · Cited by 993 · see citing works
THE CONSTRUCTION OF WORLD INPUT–OUTPUT TABLES IN THE WIOD PROJECT
Dietzenbacher, E., Los, B., Stehrer, R., Timmer, M. P., & de Vries, G. J. (2013) · Economic Systems Research · doi:10.1080/09535314.2012.761180 · Cited by 883 · see citing works
Head, K., & Ries, J. (2001) · American Economic Review · doi:10.1257/aer.91.4.858 · Cited by 761 · see citing works
Organizing the Global Value Chain
(2013) · Econometrica · doi:10.3982/ecta10813 · Cited by 714 · see citing works
Trade Theory with Numbers: Quantifying the Consequences of Globalization
Costinot, A., & Rodríguez-Clare, A. (2013) · doi:10.3386/w18896 · Cited by 501 · see citing works
General equilibrium analysis of the Eaton–Kortum model of international trade
Alvarez, F. E., & Lucas, R. E. (2006) · Journal of Monetary Economics · doi:10.1016/j.jmoneco.2006.07.006 · Cited by 467 · see citing works
Spiders and snakes: Offshoring and agglomeration in the global economy
Baldwin, R., & Venables, A. J. (2013) · Journal of International Economics · doi:10.1016/j.jinteco.2013.02.005 · Cited by 457 · see citing works
Global Rebalancing with Gravity: Measuring the Burden of Adjustment
Robert Dekle, Y., Eaton, J., & Kortum, S. S. (2008) · IMF Staff Papers · doi:10.1057/imfsp.2008.17 · Cited by 448 · see citing works
Measures of Participation in Global Value Chains and Global Business Cycles
Wang, Z., Wei, S., Yu, X., & Zhu, K. (2017) · National Bureau of Economic Research · doi:10.3386/w23222 · Cited by 443 · see citing works
The Network Origins of Aggregate FluctuationsPreprint
Acemoğlu, D., Carvalho, V. M., Ozdaglar, A., & Tahbaz-Salehi, A. (2011) · SSRN Electronic Journal · doi:10.2139/ssrn.1947096 · Cited by 441 · see citing works
Five Facts about Value-Added Exports and Implications for Macroeconomics and Trade Research
Johnson, R. C. (2014) · The Journal of Economic Perspectives · doi:10.1257/jep.28.2.119 · Cited by 341 · see citing works
An Elementary Theory of Global Supply Chains
Costinot, A., Vogel, J., & Wang, S. (2012) · The Review of Economic Studies · doi:10.1093/restud/rds023 · Cited by 310 · see citing works
Internalizing Global Value Chains: A Firm-Level Analysis
Alfaro, L., Antràs, P., Chor, D., & Conconi, P. (2018) · Journal of Political Economy · doi:10.1086/700935 · Cited by 286 · see citing works
Self-citationThe Theory of Trade in Middle Products
Sanyal, K., & Jones, R. W. (2017) · World Scientific Studies in International Economics · doi:10.1142/9789813200678_0013 · Cited by 282 · see citing works
Johnson, R. C. (2018) · Annual Review of Economics · doi:10.1146/annurev-economics-080217-053600 · Cited by 260 · see citing works
Trade and Protection With Multistage Production
Dixit, A. K., & Grossman, G. M. (1982) · The Review of Economic Studies · doi:10.2307/2297288 · Cited by 252 · see citing works
Output Upstreamness and Input Downstreamness of Industries/Countries in World Production
Miller, R. E., & Temurshoev, U. (2015) · International Regional Science Review · doi:10.1177/0160017615608095 · Cited by 203 · see citing works
Can Multistage Production Explain the Home Bias in Trade?
Yi, K. (2010) · American Economic Review · doi:10.1257/aer.100.1.364 · Cited by 189 · see citing works
A Coasian model of international production chains
Fally, T., & Hillberry, R. H. (2018) · Journal of International Economics · doi:10.1016/j.jinteco.2018.07.001 · Cited by 175 · see citing works
General Equilibrium Analysis of the Eaton-Kortum Model of International Trade
Alvarez, F. E., & Lucas, R. E. (2005) · National Bureau of Economic Research · doi:10.3386/w11764 · Cited by 169 · see citing works
International Outsourcing and Factor Prices with Multistage Production
Köhler, W. (2004) · The Economic Journal · doi:10.1111/j.0013-0133.2003.00204.x · Cited by 161 · see citing works
Measuring the Upstreamness of Production and Trade Flows
Antràs, P., Chor, D., Fally, T., & Hillberry, R. H. (2012) · National Bureau of Economic Research · doi:10.3386/w17819 · Cited by 161 · see citing works
Self-citationThe smile curve: Evolving sources of value added in manufacturing
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Global Rebalancing with Gravity: Measuring the Burden of Adjustment
Robert Dekle, Y., Eaton, J., & Kortum, S. S. (2008) · National Bureau of Economic Research · doi:10.3386/w13846 · Cited by 69 · see citing works
On the Geography of Global Value Chains
Antràs, P., & de Gortari, A. (2017) · National Bureau of Economic Research · doi:10.3386/w23456 · Cited by 61 · see citing works
Self-citationOffshoring along the production chain
Harms, P., Lorz, O., & Urban, D. (2012) · Canadian Journal of Economics/Revue canadienne d économique · doi:10.1111/j.1540-5982.2011.01688.x · Cited by 52 · see citing works
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Berlingieri, G. (2013) · RePEc: Research Papers in Economics · Cited by 43 · see citing works
Span of control, transaction costs, and the structure of production chains
Kikuchi, T., Nishimura, K., & Stachurski, J. (2018) · Theoretical Economics · doi:10.3982/te2376 · Cited by 25 · see citing works
A Coasian Model of International Production Chains
Fally, T., & Hillberry, R. H. (2015) · World Bank, Washington, DC eBooks · doi:10.1596/1813-9450-7434 · Cited by 23 · see citing works
Production Clustering and Offshoring
Tyazhelnikov, V. (2022) · American Economic Journal Microeconomics · doi:10.1257/mic.20190232 · Cited by 16 · see citing works
Disentangling Global Value ChainsPreprint
de Gortari, A. (2018) · RePEc: Research Papers in Economics · Cited by 15 · see citing works
Vertical Specialization and Gains from TradePreprint
Alexander, P. D. (2021) · RePEc: Research Papers in Economics · doi:10.34989/swp-2017-17 · Cited by 3 · see citing works
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- Mas-Colell, Andreu, Michael Whinston, and Jerry Green, (1995), Microeconomic Theory, Oxford University Press.
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Franco‐Bedoya, S., & Frohm, E. (2020) · SSRN Electronic Journal · doi:10.2139/ssrn.3601769 · Cited by 7 · see citing works
Peng, S., Wu, L., & Zhang, L. (2024) · World Economy · doi:10.1111/twec.13583 · Cited by 6 · see citing works
Using the Web to Predict Regional Trade Flows: Data Extraction, Modeling, and Validation
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Risks and Global Supply Chains: What We Know and What We Need to KnowPreprint
Baldwin, R., & Freeman, R. (2021) · SSRN Electronic Journal · doi:10.2139/ssrn.3936008 · Cited by 6 · see citing works
Yang, Y., Zhao, Y., & Liu, W. (2025) · Structural Change and Economic Dynamics · doi:10.1016/j.strueco.2025.10.015 · Cited by 5 · see citing works
Wuri, J., Purwoto, L., Hardanti, Y. R., Harnoto, L. B., & Papur, M. G. D. (2025) · Sustainability · doi:10.3390/su172310629 · Cited by 5 · see citing works
Wu, P., & Chen, H. (2025) · Sustainability · doi:10.3390/su17041549 · Cited by 5 · see citing works
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Shao, X., Yang, Q., & Liu, Z. (2025) · China Economic Review · doi:10.1016/j.chieco.2025.102370 · Cited by 5 · see citing works
Qin, M., Fan, Z., & Zhong, Y. (2022) · Sustainability · doi:10.3390/su14148280 · Cited by 5 · see citing works
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Rungi, A., Fattorini, L., & Huremović, K. (2019) · SSRN Electronic Journal · doi:10.2139/ssrn.3488349 · Cited by 5 · see citing works
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Lieberman, P., Mihov, A., Naranjo, A., & Velikov, M. (2025) · Journal of Financial Economics · doi:10.1016/j.jfineco.2025.104108 · Cited by 4 · see citing works
González, G. H., Sapir, E., & Vasilchenko, A. D. (2023) · Economy of Regions · doi:10.17059/ekon.reg.2023-1-18 · Cited by 4 · see citing works
The Reconstruction of Global Value Chain in the Age of Digital Economy
Zhuang, M., & Pan, W.-T. (2021) · International Conference on E-Commerce and Internet Technology (ECIT) · doi:10.1109/ecit52743.2021.00046 · Cited by 4 · see citing works
Inter-and intra-Asian regional value chains: Identifying country characteristics
Cheng, X., Shu-hui, W., Ma, N., & Xiao, Q. (2023) · Journal of International Trade & Economic Development · doi:10.1080/09638199.2023.2169745 · Cited by 4 · see citing works
Is housing still the business cycle? Perhaps not.
Green, R. K. (2022) · Edward Elgar Publishing eBooks · doi:10.4337/9781789908497.00018 · Cited by 4 · see citing works
Choi, S., Furceri, D., & Jalles, J. T. (2021) · Oxford Economic Papers · doi:10.1093/oep/gpab033 · Cited by 4 · see citing works
Measuring the input rank in global supply networks
Rungi, A., Fattorini, L., & Huremović, K. (2023) · World Economy · doi:10.1111/twec.13414 · Cited by 4 · see citing works
Global Value Chain Linkages and Employment: Empirical Assessment for India’s Manufacturing Sector
Bhayana, S., & Nag, B. (2022) · Global Business Review · doi:10.1177/09721509221130232 · Cited by 3 · see citing works
Tariff cost and cross-border M&A affiliate sales: Evidence from China
Xie, D. (2023) · Journal of Asian Economics · doi:10.1016/j.asieco.2023.101636 · Cited by 3 · see citing works
Yang, L., Dong, Q., Tong, Z., Wu, J., & Yao, H. (2024) · Journal of Applied Economics · doi:10.1080/15140326.2024.2376958 · Cited by 3 · see citing works
Ren, J., Shuquan, H., Ren, H., & Ren, G. (2024) · Sustainability · doi:10.3390/su16219536 · Cited by 3 · see citing works
Income inequality and house prices across US states
Berisha, E., Meszaros, J., & Gupta, R. (2022) · The Quarterly Review of Economics and Finance · doi:10.1016/j.qref.2022.11.004 · Cited by 3 · see citing works
Belief Error and Non-Bayesian Social Learning: Experimental EvidencePreprint
Çelen, B., Geng, S., & Li, H. (2020) · RePEc: Research Papers in Economics · doi:10.48550/arxiv.2011.09640 · Cited by 3 · see citing works
China's Long-Term Growth Potential: Can Productivity Convergence Be Sustained?Preprint
Yoshino, K., SASAKI, T., Sakata, T., & Mukoyama, Y. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4902718 · Cited by 3 · see citing works
Global Agricultural Value Chains and Structural TransformationPreprint
Lim, S. (2021) · SSRN Electronic Journal · doi:10.2139/ssrn.3913837 · Cited by 3 · see citing works
- Authors
- Antràs, P., & Chor, D.
- Affiliations
- National Bureau of Economic Research (US)
- ORCID
- Chor, Davin
- Venue
- National Bureau of Economic Research
- Publisher
- National Bureau of Economic Research
- Published
- 2018-01
- OpenAlex
- W2784225229
- Cited by
- 167
- References
- 43
- Citations by year
- 2026: 8 · 2025: 26 · 2024: 21 · 2023: 25 · 2022: 32 · 2021: 28 · 2020: 15 · 2019: 5 · 2018: 5 · 2017: 1 · 2016: 1
- Type
- report
- Language
- en
- Open access
- green
- doi.org
- Locations
- National Bureau of Economic Research (publishedVersion)
- Funders
- National Science Foundation (1628852)
- National University of Singapore
- Topics
- Social Sciences › Economics, Econometrics and Finance › General Economics, Econometrics and Finance › Global trade and economics
- Social Sciences › Business, Management and Accounting › Strategy and Management › Global trade, sustainability, and social impact
- Social Sciences › Business, Management and Accounting › Strategy and Management › Global Trade and Competitiveness
- Keywords
- global value chains, upstreamness, World Input-Output Database, Eaton-Kortum model, counterfactual analysis, international trade
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