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Business groups as knowledge-based hierarchies of firms

Author

Listed:
  • Carlo Altomonte
  • Gianmarco I. P. Ottaviano
  • Armando Rungi
  • Tommaso Sonno

Abstract

Hierarchical differentiation is a cornerstone of the organizing process. In this paper, we do three things. First, exploiting a newly assembled dataset, we provide the first worldwide overview of the patterns of hierarchical differentiation across Business Groups (BGs), highlighting the co-existence of different hierarchical shapes. Second, we show how the different shapes can arise as optimal hierarchical structures in a knowledge-based model of BGs when subsidiaries' operations involve ubiquitous problem solving under parents' supervision. Three primitive characteristics of a BG determine its optimal choice of hierarchical structure: production efficiency and two dimensions of problem solving efficiency related to supervising knowledge creation and handling associated communication across subsidiaries. Third, we check the consistency of the model's predictions with the empirical patterns for Europe, the US, and the world. The model successfully passes the consistency test.

Suggested Citation

  • Carlo Altomonte & Gianmarco I. P. Ottaviano & Armando Rungi & Tommaso Sonno, 2021. "Business groups as knowledge-based hierarchies of firms," CEP Discussion Papers dp1804, Centre for Economic Performance, LSE.
    • Handle: RePEc:cep:cepdps:dp1804
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    References listed on IDEAS

    as
    1. Armando Rungi & Gregory Morrison & Fabio Pammolli, 2017. "Global ownership and corporate control networks," Working Papers 07/2017, IMT School for Advanced Studies Lucca, revised Sep 2017.
    2. Sharon Belenzon & Niron Hashai & Andrea Patacconi, 2019. "The architecture of attention: Group structure and subsidiary autonomy," Strategic Management Journal, Wiley Blackwell, vol. 40(10), pages 1610-1643, October.
    3. 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.
    4. Thierry Mayer & Marc J. Melitz & Gianmarco I. P. Ottaviano, 2021. "Market Size, Competition, and the Product Mix of Exporters," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 5, pages 109-150, World Scientific Publishing Co. Pte. Ltd..
    5. Gur Aminadav & Elias Papaioannou, 2020. "Corporate Control around the World," Journal of Finance, American Finance Association, vol. 75(3), pages 1191-1246, June.
    6. Luis Garicano & Esteban Rossi-Hansberg, 2015. "Knowledge-Based Hierarchies: Using Organizations to Understand the Economy," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 1-30, August.
    7. Grosskurth, Philipp, 2019. "MNE and where to find them: An intertemporal perspective on the global ownership network," Ruhr Economic Papers 825, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    8. Altshuler, Rosanne & Grubert, Harry, 2003. "Repatriation taxes, repatriation strategies and multinational financial policy," Journal of Public Economics, Elsevier, vol. 87(1), pages 73-107, January.
    9. Sharon Belenzon & Mark Schankerman, 2013. "Spreading the Word: Geography, Policy, and Knowledge Spillovers," The Review of Economics and Statistics, MIT Press, vol. 95(3), pages 884-903, July.
    10. Boutin, Xavier & Cestone, Giacinta & Fumagalli, Chiara & Pica, Giovanni & Serrano-Velarde, Nicolas, 2013. "The deep-pocket effect of internal capital markets," Journal of Financial Economics, Elsevier, vol. 109(1), pages 122-145.
    11. Giacinta Cestone & Chiara Fumagalli & Francis Kramaz & Giovanni Pica, 2015. "Insurance Between Firms: The Role of Internal Labor Markets," CSEF Working Papers 386, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy, revised 22 Jan 2020.
    12. Giacinta Cestone & Chiara Fumagalli, 2005. "The Strategic Impact of Resource Flexibility in Business Groups," RAND Journal of Economics, The RAND Corporation, vol. 36(4), pages 193-214, Winter.
    13. Alan S. Blinder & Alan B. Krueger, 2013. "Alternative Measures of Offshorability: A Survey Approach," Journal of Labor Economics, University of Chicago Press, vol. 31(S1), pages 97-128.
    14. Rauch, James E., 1999. "Networks versus markets in international trade," Journal of International Economics, Elsevier, vol. 48(1), pages 7-35, June.
    15. Tarun Khanna & Yishay Yafeh, 2007. "Business Groups in Emerging Markets: Paragons or Parasites?," Journal of Economic Literature, American Economic Association, vol. 45(2), pages 331-372, June.
    16. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer, 1999. "Corporate Ownership Around the World," Journal of Finance, American Finance Association, vol. 54(2), pages 471-517, April.
    17. Heitor V. Almeida & Daniel Wolfenzon, 2006. "A Theory of Pyramidal Ownership and Family Business Groups," Journal of Finance, American Finance Association, vol. 61(6), pages 2637-2680, December.
    18. Altomonte, Carlo & Rungi, Armando, 2013. "Business Groups as Hierarchies of Firms: Determinants of Vertical Integration and Performance," Economy and Society 148920, Fondazione Eni Enrico Mattei (FEEM).
    19. Javier Cravino & Andrei A. Levchenko, 2017. "The Distributional Consequences of Large Devaluations," American Economic Review, American Economic Association, vol. 107(11), pages 3477-3509, November.
    20. repec:pri:cepsud:190blinder is not listed on IDEAS
    21. Laura Alfaro, 2017. "Gains from Foreign Direct Investment: Macro and Micro Approaches," The World Bank Economic Review, World Bank, vol. 30(Supplemen), pages 2-15.
    22. Luis Garicano, 2000. "Hierarchies and the Organization of Knowledge in Production," Journal of Political Economy, University of Chicago Press, vol. 108(5), pages 874-904, October.
    23. Laura Alfaro & Andrew Charlton, 2009. "Intra-industry Foreign Direct Investment," American Economic Review, American Economic Association, vol. 99(5), pages 2096-2119, December.
    24. repec:hal:spmain:info:hdl:2441/6g0gsihsjmn5snc9pb0jo6hhp is not listed on IDEAS
    25. Giacinta Cestone & Chiara Fumagalli, 2005. "The Strategic Impact of Resource Flexibility in Business Groups," RAND Journal of Economics, The RAND Corporation, vol. 36(1), pages 193-214, Spring.
    26. Ariane Chapelle & Ariane Szafarz, 2006. "Control consolidation with a threshold: an algorithm," Working Papers CEB 06-007.RS, ULB -- Universite Libre de Bruxelles.
    27. Alan S. Blinder & Alan B. Krueger, 2013. "Alternative Measures of Offshorability: A Survey Approach," Journal of Labor Economics, University of Chicago Press, vol. 31(S1), pages 97-128.
    28. Kaufmann, Daniel & Kraay, Aart & Mastruzzi, Massimo, 2010. "The worldwide governance indicators : methodology and analytical issues," Policy Research Working Paper Series 5430, The World Bank.
    29. Luis Garicano & Yanhui Wu, 2012. "Knowledge, Communication, and Organizational Capabilities," Organization Science, INFORMS, vol. 23(5), pages 1382-1397, October.
    30. repec:bla:jfinan:v:59:y:2004:i:6:p:2451-2487 is not listed on IDEAS
    31. 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.
    32. Giacinta Cestone & Chiara Fumagalli & Francis Kramaz & Giovanni Pica, 2015. "Insurance Between Firms: The Role of Internal Labor Markets," CSEF Working Papers 386, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy, revised 22 Jan 2020.
    33. Mintz, Jack M. & Weichenrieder, Alfons J., 2010. "The Indirect Side of Direct Investment: Multinational Company Finance and Taxation," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262014491, April.
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    Cited by:

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    3. Carlo Altomonte & Nevine El-Mallakh & Tommaso Sonno, 2024. "Business groups, strategic acquisitions and innovation," CEP Discussion Papers dp1996, Centre for Economic Performance, LSE.

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    More about this item

    Keywords

    business groups; knowledge hierarchies; multinational enterprises; organisation of production;
    All these keywords.

    JEL classification:

    • D23 - Microeconomics - - Production and Organizations - - - Organizational Behavior; Transaction Costs; Property Rights
    • L23 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Organization of Production
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance

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