IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2001.08003.html

Measuring the Input Rank in Global Supply Networks

Author

Listed:
  • Armando Rungi
  • Loredana Fattorini
  • Kenan Huremovic

Abstract

We introduce the Input Rank as a measure of relevance of direct and indirect suppliers in Global Value Chains. We conceive an intermediate input to be more relevant for a downstream buyer if a decrease in that input's productivity affects that buyer more. In particular, in our framework, the relevance of any input depends: i) on the network position of the supplier relative to the buyer, ii) the patterns of intermediate inputs vs labor intensities connecting the buyer and the supplier, iii) and the competitive pressures along supply chains. After we compute the Input Rank from both U.S. and world Input-Output tables, we provide useful insights on the crucial role of services inputs as well as on the relatively higher relevance of domestic suppliers and suppliers coming from regionally integrated partners. Finally, we test that the Input Rank is a good predictor of vertical integration choices made by 20,489 U.S. parent companies controlling 154,836 subsidiaries worldwide.

Suggested Citation

  • Armando Rungi & Loredana Fattorini & Kenan Huremovic, 2020. "Measuring the Input Rank in Global Supply Networks," Papers 2001.08003, arXiv.org, revised Sep 2020.
  • Handle: RePEc:arx:papers:2001.08003
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2001.08003
    File Function: Latest version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Philippe Aghion & Richard Holden, 2011. "Incomplete Contracts and the Theory of the Firm: What Have We Learned over the Past 25 Years?," Journal of Economic Perspectives, American Economic Association, vol. 25(2), pages 181-197, Spring.
    2. Thomas Chaney, 2014. "The Network Structure of International Trade," American Economic Review, American Economic Association, vol. 104(11), pages 3600-3634, November.
    3. Pol Antras & Davin Chor & Thibault Fally & Russell Hillberry, 2012. "Measuring the Upstreamness of Production and Trade Flows," American Economic Review, American Economic Association, vol. 102(3), pages 412-416, May.
    4. Alonso de Gortari, 2018. "Disentangling Global Value Chains," 2018 Meeting Papers 139, Society for Economic Dynamics.
    5. Paola Conconi & Manuel García-Santana & Laura Puccio & Roberto Venturini, 2018. "From Final Goods to Inputs: The Protectionist Effect of Rules of Origin," American Economic Review, American Economic Association, vol. 108(8), pages 2335-2365, August.
    6. Laura Alfaro & Pol Antràs & Davin Chor & Paola Conconi, 2019. "Internalizing Global Value Chains: A Firm-Level Analysis," Journal of Political Economy, University of Chicago Press, vol. 127(2), pages 508-559.
    7. Javier Cravino & Andrei A. Levchenko, 2017. "Multinational Firms and International Business Cycle Transmission," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(2), pages 921-962.
    8. Raffaele Giammetti & Alberto Russo & Mauro Gallegati, 2020. "Key sectors in input–output production networks: An application to Brexit," The World Economy, Wiley Blackwell, vol. 43(4), pages 840-870, April.
    9. Nunn, Nathan & Trefler, Daniel, 2013. "Incomplete contracts and the boundaries of the multinational firm," Journal of Economic Behavior & Organization, Elsevier, vol. 94(C), pages 330-344.
    10. repec:cup:cbooks:9780511771576 is not listed on IDEAS
    11. Basile Grassi & Julien Sauvagnat, 2019. "Production networks and economic policy," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 35(4), pages 638-677.
    12. Vasco M. Carvalho, 2014. "From Micro to Macro via Production Networks," Journal of Economic Perspectives, American Economic Association, vol. 28(4), pages 23-48, Fall.
    13. Laura Alfaro & Paola Conconi & Harald Fadinger & Andrew F. Newman, 2016. "Do Prices Determine Vertical Integration?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(3), pages 855-888.
    14. Baldwin, Richard & Venables, Anthony J., 2013. "Spiders and snakes: Offshoring and agglomeration in the global economy," Journal of International Economics, Elsevier, vol. 90(2), pages 245-254.
    15. Acemoglu, Daron & Malekian, Azarakhsh & Ozdaglar, Asu, 2016. "Network security and contagion," Journal of Economic Theory, Elsevier, vol. 166(C), pages 536-585.
    16. Alviarez, Vanessa & Cravino, Javier & Levchenko, Andrei A., 2017. "The growth of multinational firms in the Great Recession," Journal of Monetary Economics, Elsevier, vol. 85(C), pages 50-64.
    17. Nathan Nunn, 2007. "Relationship-Specificity, Incomplete Contracts, and the Pattern of Trade," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 569-600.
    18. Huremovic, Kenan & Jiménez, Gabriel & Moral-Benito, Enrique & Vega-Redondo, Fernando & Peydró, José-Luis, 2020. "Production and financial networks in interplay: Crisis evidence from supplier-customer and credit registers," EconStor Preprints 222281, ZBW - Leibniz Information Centre for Economics.
    19. Daron Acemoglu & Vasco M. Carvalho & Asuman Ozdaglar & Alireza Tahbaz‐Salehi, 2012. "The Network Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 80(5), pages 1977-2016, September.
    20. Vasco M. Carvalho & Alireza Tahbaz-Salehi, 2019. "Production Networks: A Primer," Annual Review of Economics, Annual Reviews, vol. 11(1), pages 635-663, August.
    21. Pol Antràs & Alonso de Gortari, 2020. "On the Geography of Global Value Chains," Econometrica, Econometric Society, vol. 88(4), pages 1553-1598, July.
    22. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2011. "Robust Inference With Multiway Clustering," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(2), pages 238-249, April.
    23. Grossman, Sanford J & Hart, Oliver D, 1986. "The Costs and Benefits of Ownership: A Theory of Vertical and Lateral Integration," Journal of Political Economy, University of Chicago Press, vol. 94(4), pages 691-719, August.
    24. Pol Antràs & Davin Chor, 2013. "Organizing the Global Value Chain," Econometrica, Econometric Society, vol. 81(6), pages 2127-2204, November.
    25. Pablo D. Fajgelbaum & Amit K. Khandelwal, 2016. "Measuring the Unequal Gains from Trade," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(3), pages 1113-1180.
    26. Laura Alfaro & Paola Conconi & Harald Fadinger & Andrew F. Newman, 2016. "Do Prices Determine Vertical Integration?," Review of Economic Studies, Oxford University Press, pages 855-888.
    27. Andrew B. Bernard & Andreas Moxnes, 2018. "Networks and Trade," Annual Review of Economics, Annual Reviews, vol. 10(1), pages 65-85, August.
    28. Davide Del Prete & Armando Rungi, 2020. "Backward and Forward Integration Along Global Value Chains," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 57(2), pages 263-283, September.
    29. Robert P. Gilles, 2010. "The Cooperative Game Theory of Networks and Hierarchies," Theory and Decision Library C, Springer, number 978-3-642-05282-8, March.
    30. Rauch, James E., 1999. "Networks versus markets in international trade," Journal of International Economics, Elsevier, vol. 48(1), pages 7-35, June.
    31. Giuseppe Berlingieri & Frank Pisch & Claudia Steinwender, 2021. "Organizing Global Supply Chains: Input-Output Linkages and Vertical Integration," Journal of the European Economic Association, European Economic Association, vol. 19(3), pages 1816-1852.
    32. Leo Katz, 1953. "A new status index derived from sociometric analysis," Psychometrika, Springer;The Psychometric Society, vol. 18(1), pages 39-43, March.
    33. Fally, Thibault & Hillberry, Russell, 2018. "A Coasian model of international production chains," Journal of International Economics, Elsevier, vol. 114(C), pages 299-315.
    34. Antrà s, Pol & Yeaple, Stephen R., 2014. "Multinational Firms and the Structure of International Trade," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 55-130, Elsevier.
    35. Philipp Harms & Oliver Lorz & Dieter Urban, 2012. "Offshoring along the production chain," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 45(1), pages 93-106, February.
    36. Head, Keith & Ries, John & Swenson, Deborah, 1995. "Agglomeration benefits and location choice: Evidence from Japanese manufacturing investments in the United States," Journal of International Economics, Elsevier, vol. 38(3-4), pages 223-247, May.
    37. Ronald E. Miller & Umed Temurshoev, 2017. "Output Upstreamness and Input Downstreamness of Industries/Countries in World Production," International Regional Science Review, , vol. 40(5), pages 443-475, September.
    38. Rungi, Armando & Del Prete, Davide, 2018. "The smile curve at the firm level: Where value is added along supply chains," Economics Letters, Elsevier, vol. 164(C), pages 38-42.
    39. Gianluca Orefice & Nadia Rocha, 2014. "Deep Integration and Production Networks: An Empirical Analysis," The World Economy, Wiley Blackwell, vol. 37(1), pages 106-136, January.
    40. David Rezza Baqaee & Emmanuel Farhi, 2020. "Productivity and Misallocation in General Equilibrium," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(1), pages 105-163.
    41. Laura Alfaro & Andrew Charlton, 2009. "Intra-industry Foreign Direct Investment," American Economic Review, American Economic Association, vol. 99(5), pages 2096-2119, December.
    42. Andrew Atkeson & Ariel Burstein, 2008. "Pricing-to-Market, Trade Costs, and International Relative Prices," American Economic Review, American Economic Association, vol. 98(5), pages 1998-2031, December.
    43. David Rezza Baqaee, 2018. "Cascading Failures in Production Networks," Econometrica, Econometric Society, vol. 86(5), pages 1819-1838, September.
    44. Andrew B. Bernard & Emmanuel Dhyne & Glenn Magerman & Kalina Manova & Andreas Moxnes, 2022. "The Origins of Firm Heterogeneity: A Production Network Approach," Journal of Political Economy, University of Chicago Press, vol. 130(7), pages 1765-1804.
    45. Gary Chamberlain, 1980. "Analysis of Covariance with Qualitative Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 225-238.
    46. Daron Acemoglu & Simon Johnson & Todd Mitton, 2009. "Determinants of Vertical Integration: Financial Development and Contracting Costs," Journal of Finance, American Finance Association, vol. 64(3), pages 1251-1290, June.
    47. Zhi Wang & Shang-Jin Wei & Xinding Yu & Kunfu Zhu, 2017. "Measures of Participation in Global Value Chains and Global Business Cycles," NBER Working Papers 23222, National Bureau of Economic Research, Inc.
    48. Christian Broda & David E. Weinstein, 2006. "Globalization and the Gains From Variety," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 541-585.
    49. Luca De Benedictis & Lucia Tajoli, 2011. "The World Trade Network," The World Economy, Wiley Blackwell, vol. 34(8), pages 1417-1454, August.
    50. repec:spo:wpmain:info:hdl:2441/7an8r1ubqs93caeqs80puld0tp is not listed on IDEAS
    51. Del Prete, Davide & Rungi, Armando, 2017. "Organizing the global value chain: A firm-level test," Journal of International Economics, Elsevier, vol. 109(C), pages 16-30.
    52. Vasco M. Carvalho, 2015. "From Micro to Macro via Production Networks," Working Papers 793, Barcelona School of Economics.
    53. Easley,David & Kleinberg,Jon, 2010. "Networks, Crowds, and Markets," Cambridge Books, Cambridge University Press, number 9780521195331, November.
    54. Rodrigo Adao & Arnaud Costinot & Dave Donaldson, 2017. "Nonparametric Counterfactual Predictions in Neoclassical Models of International Trade," American Economic Review, American Economic Association, vol. 107(3), pages 633-689, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Tsiong, Sin-Som (Sergio) & Liu, Hongsong, 2025. "Is productive service intermediate input a good instrument for enhancing the Global Value Chain participation?," Structural Change and Economic Dynamics, Elsevier, vol. 75(C), pages 638-653.
    2. Chiara Bellucci & Armando Rungi, 2023. "Navigating Uncertainty: Multinationals’ Investment Strategies after the Pandemic Shock," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 9(3), pages 967-996, November.
    3. Célestin Coquidé & José Lages & Dima Shepelyansky, 2020. "Interdependence of sectors of economic activities for world countries from the reduced Google matrix analysis of WTO data," Post-Print hal-02132487, HAL.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Loredana Fattorini & Armando Rungi & Zhen Zhu, 2017. "The Organization of Global Supply Networks," Working Papers 08/2017, IMT School for Advanced Studies Lucca, revised Nov 2017.
    2. Del Prete, Davide & Rungi, Armando, 2017. "Organizing the global value chain: A firm-level test," Journal of International Economics, Elsevier, vol. 109(C), pages 16-30.
    3. Pol Antràs & Davin Chor, 2021. "Global Value Chains," NBER Working Papers 28549, National Bureau of Economic Research, Inc.
    4. Davide Del Prete & Armando Rungi, 2020. "Backward and Forward Integration Along Global Value Chains," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 57(2), pages 263-283, September.
    5. Eppinger, Peter & Kukharskyy, Bohdan, 2021. "Contracting institutions and firm integration around the world," European Economic Review, Elsevier, vol. 137(C).
    6. Laura Alfaro & Pol Antràs & Davin Chor & Paola Conconi, 2019. "Internalizing Global Value Chains: A Firm-Level Analysis," Journal of Political Economy, University of Chicago Press, vol. 127(2), pages 508-559.
    7. Eppinger, Peter S. & Kukharskyy, Bohdan, 2017. "Contracting institutions and firm boundaries," University of Tübingen Working Papers in Business and Economics 100, University of Tuebingen, Faculty of Economics and Social Sciences, School of Business and Economics.
    8. Berlingieri, Giuseppe & Pisch, Frank & Steinwender, Claudia, 2018. "Organizing global supply chains: input costs shares and vertical integration," LSE Research Online Documents on Economics 91706, London School of Economics and Political Science, LSE Library.
    9. Frank Pisch, 2020. "Managing global production: theory and evidence from just-in-time supply chains," CEP Discussion Papers dp1689, Centre for Economic Performance, LSE.
    10. Thomas J. Sargent & John Stachurski, 2022. "Economic Networks: Theory and Computation," Papers 2203.11972, arXiv.org, revised Jul 2022.
    11. Giuseppe Berlingieri & Frank Pisch & Claudia Steinwender, 2021. "Organizing Global Supply Chains: Input-Output Linkages and Vertical Integration," Journal of the European Economic Association, European Economic Association, vol. 19(3), pages 1816-1852.
    12. Yoshiyuki ARATA & Daisuke MIYAKAWA, 2022. "Demand Shock Propagation Through an Input-output Network in Japan," Discussion papers 22027, Research Institute of Economy, Trade and Industry (RIETI).
    13. Bosker, Maarten & Westbrock, Bastian, 2024. "The network origins of the gains from trade," Journal of Economic Theory, Elsevier, vol. 216(C).
    14. Liu, Mengxiao, 2021. "The missing option in firm boundary decisions," European Economic Review, Elsevier, vol. 132(C).
    15. Alquist, Ron & Berman, Nicolas & Mukherjee, Rahul & Tesar, Linda L., 2019. "Financial constraints, institutions, and foreign ownership," Journal of International Economics, Elsevier, vol. 118(C), pages 63-83.
    16. Hempfing, Alexander & Mundt, Philipp, 2022. "Tie formation in global production chains," BERG Working Paper Series 181, Bamberg University, Bamberg Economic Research Group.
    17. Nenci, Silvia & Fusacchia, Ilaria & Giunta, Anna & Montalbano, Pierluigi & Pietrobelli, Carlo, . "Mapping global value chain participation and positioning in agriculture and food: stylised facts, empirical evidence and critical issues," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 11(2).
    18. Antrà s, Pol & Chor, Davin, 2017. "On the Measurement of Upstreamness and Downstreamness in Global Value Chains," CEPR Discussion Papers 12549, C.E.P.R. Discussion Papers.
    19. Stefano Bolatto & Alireza Naghavi & Gianmarco Ottaviano & Katja Zajc Kejžar, 2023. "Intellectual property and the organization of the global value chain," Economica, London School of Economics and Political Science, vol. 90(359), pages 707-745, July.
    20. Alonso de Gortari, 2018. "Disentangling Global Value Chains," 2018 Meeting Papers 139, Society for Economic Dynamics.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:arx:papers:2001.08003. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.