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The Gravity Model and Trade in Intermediate Inputs

Author

Listed:
  • Theresa M. Greaney

    (University of Hawaii at Manoa)

  • Kozo Kiyota

    (Keio Economic Observatory, Keio University; Department of Economics, University of Hawai‘i; and Research Institute of Economy, Trade and Industry (RIETI))

Abstract

Is the gravity model as applicable to trade in intermediate inputs as it is to trade in final goods? One of the contributions of this paper is that we explicitly account for the dual nature of products that can be used as either intermediate inputs or final goods. We find that the structural gravity model performs extremely well for describing bilateral trade in final goods and in intermediate inputs. Moreover, this continues to hold even when we focus on a subset of countries in which intermediate inputs trade accounts for a growing share of trade, namely ‘Factory Asia’. However, the gravity model may perform poorly due to model misspecification (i.e., exclusion of intranational trade) and/or sample selection, even after the model considers the dual nature of products. We demonstrate that the poor performance of the gravity model is not attributable to the large trade flow of intermediate inputs, which supports the continued use of the model as these trade flows continue to grow in importance worldwide.

Suggested Citation

  • Theresa M. Greaney & Kozo Kiyota, 2020. "The Gravity Model and Trade in Intermediate Inputs," Working Papers 202002, University of Hawaii at Manoa, Department of Economics.
  • Handle: RePEc:hai:wpaper:202002
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    References listed on IDEAS

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    1. Thomas Chaney, 2008. "Distorted Gravity: The Intensive and Extensive Margins of International Trade," American Economic Review, American Economic Association, vol. 98(4), pages 1707-1721, September.
    2. Daria Taglioni & Richard Baldwin, 2014. "Gravity chains: Estimating bilateral trade flows when parts and components trade is important," Journal of Banking and Financial Economics, University of Warsaw, Faculty of Management, vol. 2(2), pages 61-82, November.
    3. Andrew K. Rose, 2017. "Why do Estimates of the EMU Effect on Trade Vary so Much?," Open Economies Review, Springer, vol. 28(1), pages 1-18, February.
    4. Baier, Scott L. & Bergstrand, Jeffrey H., 2009. "Bonus vetus OLS: A simple method for approximating international trade-cost effects using the gravity equation," Journal of International Economics, Elsevier, vol. 77(1), pages 77-85, February.
    5. James E. Anderson & Mario Larch & Yoto V. Yotov, 2018. "GEPPML: General equilibrium analysis with PPML," The World Economy, Wiley Blackwell, vol. 41(10), pages 2750-2782, October.
    6. Egger, Peter & Larch, Mario, 2008. "Interdependent preferential trade agreement memberships: An empirical analysis," Journal of International Economics, Elsevier, vol. 76(2), pages 384-399, December.
    7. Yotov, Yoto V., 2012. "A simple solution to the distance puzzle in international trade," Economics Letters, Elsevier, vol. 117(3), pages 794-798.
    8. Athukorala, Prema-chandra & Yamashita, Nobuaki, 2006. "Production fragmentation and trade integration: East Asia in a global context," The North American Journal of Economics and Finance, Elsevier, vol. 17(3), pages 233-256, December.
    9. James E. Anderson & Eric van Wincoop, 2003. "Gravity with Gravitas: A Solution to the Border Puzzle," American Economic Review, American Economic Association, vol. 93(1), pages 170-192, March.
    10. Chen, Hogan & Kondratowicz, Matthew & Yi, Kei-Mu, 2005. "Vertical specialization and three facts about U.S. international trade," The North American Journal of Economics and Finance, Elsevier, vol. 16(1), pages 35-59, March.
    11. repec:hal:spmain:info:hdl:2441/6apm7lruv088iagm4rv2c33jtg is not listed on IDEAS
    12. Clément Bosquet & Hervé Boulhol, 2014. "Applying the GLM Variance Assumption to Overcome the Scale-Dependence of the Negative Binomial QGPML Estimator," Econometric Reviews, Taylor & Francis Journals, vol. 33(7), pages 772-784, October.
    13. Kazunobu Hayakawa, 2014. "Bilateral tariff rates in international trade: finished goods versus intermediate goods," International Economics and Economic Policy, Springer, vol. 11(3), pages 353-370, September.
    14. J. M. C. Santos Silva & Silvana Tenreyro, 2006. "The Log of Gravity," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 641-658, November.
    15. Benedikt Heid & Mario Larch & Yoto V. Yotov, 2021. "Estimating the effects of non‐discriminatory trade policies within structural gravity models," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 54(1), pages 376-409, February.
    16. Lennart C. Kaplan & Tristan Kohl & Inmaculada Martínez‐Zarzoso, 2018. "Supply‐chain trade and labor market outcomes: The case of the 2004 European Union enlargement," Review of International Economics, Wiley Blackwell, vol. 26(2), pages 481-506, May.
    17. Gopinath, G. & Helpman, . & Rogoff, K. (ed.), 2014. "Handbook of International Economics," Handbook of International Economics, Elsevier, edition 1, volume 4, number 4.
    18. Borchert, Ingo & Yotov, Yoto V., 2017. "Distance, globalization, and international trade," Economics Letters, Elsevier, vol. 153(C), pages 32-38.
    19. Peter Egger & Michael Pfaffermayr, 2003. "The proper panel econometric specification of the gravity equation: A three-way model with bilateral interaction effects," Empirical Economics, Springer, vol. 28(3), pages 571-580, July.
    20. Thomas Chaney, 2008. "Distorted Gravity: The Intensive and Extensive Margins of International Trade," Post-Print hal-03579844, HAL.
    21. Hummels, David & Ishii, Jun & Yi, Kei-Mu, 2001. "The nature and growth of vertical specialization in world trade," Journal of International Economics, Elsevier, vol. 54(1), pages 75-96, June.
    22. James E. Anderson, 2011. "The Gravity Model," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 133-160, September.
    23. Aichele, Rahel & Heiland, Inga, 2018. "Where is the value added? Trade liberalization and production networks," Journal of International Economics, Elsevier, vol. 115(C), pages 130-144.
    24. Ito, Tadashi & Vézina, Pierre-Louis, 2016. "Production fragmentation, upstreamness, and value added: Evidence from Factory Asia 1990–2005," Journal of the Japanese and International Economies, Elsevier, vol. 42(C), pages 1-9.
    25. Kimura, Fukunari & Takahashi, Yuya & Hayakawa, Kazunobu, 2007. "Fragmentation and parts and components trade: Comparison between East Asia and Europe," The North American Journal of Economics and Finance, Elsevier, vol. 18(1), pages 23-40, February.
    26. Arnaud Costinot & Dave Donaldson & Ivana Komunjer, 2012. "What Goods Do Countries Trade? A Quantitative Exploration of Ricardo's Ideas," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(2), pages 581-608.
    27. Baltagi, Badi H., 2015. "The Oxford Handbook of Panel Data," OUP Catalogue, Oxford University Press, number 9780199940042.
    28. Zhi Wang & Shang-Jin Wei & Xinding Yu & Kunfu Zhu, 2018. "Re-examining the Effects of Trading with China on Local Labor Markets: A Supply Chain Perspective," NBER Working Papers 24886, National Bureau of Economic Research, Inc.
    29. Clément Bosquet & Hervé Boulhol, 2014. "Applying the GLM Variance Assumption to Overcome the Scale-Dependence of the Negative Binomial QGPML Estimator," Econometric Reviews, Taylor & Francis Journals, vol. 33(7), pages 772-784, October.
    30. Taniguchi, Mina, 2019. "The effect of an increase in imports from China on local labor markets in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 51(C), pages 1-18.
    31. Jonathan Eaton & Samuel Kortum, 2002. "Technology, Geography, and Trade," Econometrica, Econometric Society, vol. 70(5), pages 1741-1779, September.
    32. Johnson, Robert C. & Noguera, Guillermo, 2012. "Accounting for intermediates: Production sharing and trade in value added," Journal of International Economics, Elsevier, vol. 86(2), pages 224-236.
    33. Sujin, Sujin & Song, E. Young, 2017. "Gravity with Intermediate Goods Trade," East Asian Economic Review, Korea Institute for International Economic Policy, vol. 21(4), pages 295-315, December.
    34. Felipa de Mello-Sampayo, 2017. "Competing-destinations gravity model applied to trade in intermediate goods," Applied Economics Letters, Taylor & Francis Journals, vol. 24(19), pages 1378-1384, November.
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    3. Yingying Hu, 2022. "Where Have Carbon Emissions Gone? Evidence of Inbound Tourism in China," Sustainability, MDPI, vol. 14(18), pages 1-20, September.
    4. Antoine ABI ZEID, 2021. "Untapped export potential in developing countries: evidence from the car industry," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 54, pages 117-144.

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    More about this item

    Keywords

    Structural gravity model; Intermediate inputs; Intranational trade; Factory Asia;
    All these keywords.

    JEL classification:

    • F14 - International Economics - - Trade - - - Empirical Studies of Trade

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