IDEAS home Printed from https://ideas.repec.org/p/ces/ceswps/_7104.html
   My bibliography  Save this paper

The Hardships of Long Distance Relationships: Time Zone Proximity and Knowledge Transmission within Multinational Firms

Author

Listed:
  • Dany Bahar

Abstract

Using a unique dataset on worldwide multinational corporations with precise location of headquarters and affiliates, I present evidence of a trade-off between distance to the headquarters and the knowledge intensity of the foreign subsidiary’s economic activity, emerging from dynamics related to the proximity-concentration hypothesis. This trade-off is strongly diminished the higher the overlap in working hours between the headquarters and its foreign subsidiary. In order to rule out biases arising from confounding factors, I implement a regression discontinuity framework to show that the economic activity of a foreign subsidiary located just across the time zone line that increases the overlap in working hours with its headquarters is, on average, about one percent higher in the knowledge intensity scale. I find no evidence of the knowledge intensity and distance trade-off weakening when a non-stop flight exists between the headquarters and the foreign subsidiary. The findings suggest that lower barriers to real-time communication within the multinational corporation play an important role in the location strategies of multinational corporations.

Suggested Citation

  • Dany Bahar, 2018. "The Hardships of Long Distance Relationships: Time Zone Proximity and Knowledge Transmission within Multinational Firms," CESifo Working Paper Series 7104, CESifo.
    • Handle: RePEc:ces:ceswps:_7104
    as

    Download full text from publisher

    File URL: https://www.cesifo.org/DocDL/cesifo1_wp7104.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Stein, Ernesto & Daude, Christian, 2007. "Longitude matters: Time zones and the location of foreign direct investment," Journal of International Economics, Elsevier, vol. 71(1), pages 96-112, March.
    2. Caselli, Francesco, 2005. "Accounting for Cross-Country Income Differences," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 9, pages 679-741, Elsevier.
    3. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    4. Arnaud Costinot & Lindsay Oldenski & James Rauch, 2011. "Adaptation and the Boundary of Multinational Firms," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 298-308, February.
    5. 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.
    6. Arturs Kalnins & Francine Lafontaine, 2013. "Too Far Away? The Effect of Distance to Headquarters on Business Establishment Performance," American Economic Journal: Microeconomics, American Economic Association, vol. 5(3), pages 157-179, August.
    7. Alfonso Irarrazabal & Andreas Moxnes & Luca David Opromolla, 2013. "The Margins of Multinational Production and the Role of Intrafirm Trade," Journal of Political Economy, University of Chicago Press, vol. 121(1), pages 74-126.
    8. Joshua D. Coval & Tobias J. Moskowitz, 2001. "The Geography of Investment: Informed Trading and Asset Prices," Journal of Political Economy, University of Chicago Press, vol. 109(4), pages 811-841, August.
    9. James R. MARKUSEN, 2021. "Multinationals, Multi-Plant Economies, And The Gains From Trade," World Scientific Book Chapters, in: BROADENING TRADE THEORY Incorporating Market Realities into Traditional Models, chapter 1, pages 3-24, World Scientific Publishing Co. Pte. Ltd..
    10. Ramondo, Natalia, 2014. "A quantitative approach to multinational production," Journal of International Economics, Elsevier, vol. 93(1), pages 108-122.
    11. Costas Arkolakis & Natalia Ramondo & Andrés Rodríguez-Clare & Stephen Yeaple, 2018. "Innovation and Production in the Global Economy," American Economic Review, American Economic Association, vol. 108(8), pages 2128-2173, August.
    12. Bahar, Dany & Hausmann, Ricardo & Hidalgo, Cesar A., 2014. "Neighbors and the evolution of the comparative advantage of nations: Evidence of international knowledge diffusion?," Journal of International Economics, Elsevier, vol. 92(1), pages 111-123.
    13. Filipe Campante & David Yanagizawa-Drott, 2018. "Long-Range Growth: Economic Development in the Global Network of Air Links," The Quarterly Journal of Economics, Oxford University Press, vol. 133(3), pages 1395-1458.
    14. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 3567, London School of Economics and Political Science, LSE Library.
    15. Oldenski, Lindsay, 2012. "Export Versus FDI and the Communication of Complex Information," Journal of International Economics, Elsevier, vol. 87(2), pages 312-322.
    16. Laura Alfaro & Maggie Xiaoyang Chen, 2012. "Surviving the Global Financial Crisis: Foreign Ownership and Establishment Performance," American Economic Journal: Economic Policy, American Economic Association, vol. 4(3), pages 30-55, August.
    17. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 5266, London School of Economics and Political Science, LSE Library.
    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. Blonigen, Bruce A. & Cristea, Anca & Lee, Donghyun, 2020. "Evidence for the effect of monitoring costs on foreign direct investment," Journal of Economic Behavior & Organization, Elsevier, vol. 177(C), pages 601-617.
    2. Joachim Wagner, 2019. "Time zones and German exports: first evidence from firm-product level data," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 155(1), pages 181-198, February.

    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. Dany Bahar, 2017. "The Hardships of Long Distance Relationships: Knowledge Transmission and the Ease of Communication within Multinational Firms," CID Working Papers 85a, Center for International Development at Harvard University.
    2. Bahar, Dany, 2020. "The hardships of long distance relationships: time zone proximity and the location of MNC's knowledge-intensive activities," Journal of International Economics, Elsevier, vol. 125(C).
    3. Vanessa Alviarez & Javier Cravino & Natalia Ramondo, 2020. "Firm-Embedded Productivity and Cross-Country Income Differences," Opportunity and Inclusive Growth Institute Working Papers 39, Federal Reserve Bank of Minneapolis.
    4. Liang, Yan, 2022. "Impact of financial development on outsourcing and aggregate productivity," Journal of Development Economics, Elsevier, vol. 154(C).
    5. Peter Henry, 2007. "Capital Account Liberalization: Theory, Evidence, and Speculation," Discussion Papers 07-004, Stanford Institute for Economic Policy Research.
    6. Laura Alfaro & Maggie Xiaoyang Chen, 2018. "Transportation cost and the geography of foreign investment," Chapters, in: Bruce A. Blonigen & Wesley W. Wilson (ed.), Handbook of International Trade and Transportation, chapter 12, pages 369-406, Edward Elgar Publishing.
    7. Peter Blair Henry, 2007. "Capital Account Liberalization: Theory, Evidence, and Speculation," Journal of Economic Literature, American Economic Association, vol. 45(4), pages 887-935, December.
    8. Anna Gumpert, 2018. "The Organization of Knowledge in Multinational Firms," Journal of the European Economic Association, European Economic Association, vol. 16(6), pages 1929-1976.
    9. Michael C. Burda & Battista Severgnini, "undated". "TFP Convergence in German States since Reunification: Evidence and Explanations," SFB 649 Discussion Papers SFB649DP2015-054, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
    10. Burda, Michael C. & Severgnini, Battista, 2018. "Total factor productivity convergence in German states since reunification: Evidence and explanations," Journal of Comparative Economics, Elsevier, vol. 46(1), pages 192-211.
    11. Manuel García-Santana, 2013. "Foreign Firms, Distribution of Income, and the Welfare of Developing Countries," 2013 Meeting Papers 1044, Society for Economic Dynamics.
    12. Löschel, Andreas & Pothen, Frank & Schymura, Michael, 2015. "Peeling the onion: Analyzing aggregate, national and sectoral energy intensity in the European Union," Energy Economics, Elsevier, vol. 52(S1), pages 63-75.
    13. Andrei A Levchenko & Jing Zhang, 2013. "The Global Labor Market Impact of Emerging Giants: A Quantitative Assessment," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 61(3), pages 479-519, August.
    14. Mike Waugh & David Lagakos & Doug Gollin, 2011. "The Agricultural Productivity Gap in Developing Countries," 2011 Meeting Papers 1397, Society for Economic Dynamics.
    15. Qian, Nancy & Lagakos, David & Moll, Benjamin & Porzio, Tommaso, 2012. "Experience Matters: Human Capital and Development Accounting," CEPR Discussion Papers 9253, C.E.P.R. Discussion Papers.
    16. Uwe Sunde & Thomas Dohmen & Benjamin Enke & Armin Falkbriq & David Huffman & Gerrit Meyerheim, 2022. "Patience and Comparative Development [How Large Are Human-capital Externalities? Evidence from Compulsory Schooling Laws]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(5), pages 2806-2840.
    17. Francisco Queiró, 2022. "Entrepreneurial Human Capital and Firm Dynamics [How Large Are Human-Capital Externalities? Evidence from Compulsory Schooling Laws]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(4), pages 2061-2100.
    18. Ethan Ilzetzki & Saverio Simonelli, 2017. "Measuring Productivity Dispersion: Lessons From Counting One-Hundred Million Ballots," CSEF Working Papers 483, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
    19. Barseghyan, Levon & DiCecio, Riccardo, 2016. "Externalities, endogenous productivity, and poverty traps," European Economic Review, Elsevier, vol. 85(C), pages 112-126.
    20. Bassi, Vittorio & Nyshadham, Anant & Tamayo, Jorge & Adhvaryu, Achyuta, 2020. "No Line Left Behind: Assortative Matching Inside the Firm," CEPR Discussion Papers 14554, C.E.P.R. Discussion Papers.

    More about this item

    Keywords

    multinational firms; multinational corporations; knowledge; location; proximity concentration hypothesis; FDI;
    All these keywords.

    JEL classification:

    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • L22 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Organization and Market Structure
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance

    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:ces:ceswps:_7104. 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: Klaus Wohlrabe (email available below). General contact details of provider: https://edirc.repec.org/data/cesifde.html .

    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.