IDEAS home Printed from https://ideas.repec.org/a/spr/manint/v54y2014i6d10.1007_s11575-014-0206-7.html
   My bibliography  Save this article

Does Regional Integration Change the Effects of Country-Level Institutional Barriers on M&A? The Case of the European Union

Author

Listed:
  • Caterina Moschieri

    (Instituto de Empresa Business School)

  • Roberto Ragozzino

    (Ramon Llull University)

  • Jose Manuel Campa

    (IESE Business School)

Abstract

This paper raises the question of whether the process of regional integration experienced by the European Union (EU) has affected the growth strategies of firms pursuing cross-border mergers and acquisitions. More precisely, it examines whether the effects of known country-level barriers to cross-border mergers and acquisitions (M&A) have weakened as the EU has developed, thereby creating a propensity by firms inside and outside the EU to invest more in the region. Overall, the results show support for this idea, revealing that cultural and political barriers to cross-border M&A significantly explain the governance decision implemented by foreign buyers earlier in the life of the EU, whereas they do not after the Union has taken steps towards integration. These barriers also affect EU-based acquirers differently from non-EU-based ones. A number of implications of these findings are discussed.

Suggested Citation

  • Caterina Moschieri & Roberto Ragozzino & Jose Manuel Campa, 2014. "Does Regional Integration Change the Effects of Country-Level Institutional Barriers on M&A? The Case of the European Union," Management International Review, Springer, vol. 54(6), pages 853-877, December.
  • Handle: RePEc:spr:manint:v:54:y:2014:i:6:d:10.1007_s11575-014-0206-7
    DOI: 10.1007/s11575-014-0206-7
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11575-014-0206-7
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11575-014-0206-7?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Mara Faccio & Ronald W. Masulis, 2005. "The Choice of Payment Method in European Mergers and Acquisitions," Journal of Finance, American Finance Association, vol. 60(3), pages 1345-1388, June.
    2. Erin Anderson & Hubert Gatignon, 1986. "Modes of Foreign Entry: A Transaction Cost Analysis and Propositions," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 17(3), pages 1-26, September.
    3. Henisz, Witold J. & Williamson, Oliver E., 1999. "Comparative Economic Organization—Within and Between Countries," Business and Politics, Cambridge University Press, vol. 1(3), pages 261-277, November.
    4. Klaus Uhlenbruck, 2004. "Developing acquired foreign subsidiaries: the experience of MNES in transition economies," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 35(2), pages 109-123, March.
    5. Oded Shenkar, 2001. "Cultural Distance Revisited: Towards a More Rigorous Conceptualization and Measurement of Cultural Differences," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 32(3), pages 519-535, September.
    6. Klein, Michael W. & Rosengren, Eric, 1994. "The real exchange rate and foreign direct investment in the United States : Relative wealth vs. relative wage effects," Journal of International Economics, Elsevier, vol. 36(3-4), pages 373-389, May.
    7. Stephen J Kobrin, 1979. "Political Risk: A Review and Reconsideration," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 10(1), pages 67-80, March.
    8. Charles W. L. Hill & Peter Hwang & W. Chan Kim, 1990. "An eclectic theory of the choice of international entry mode," Strategic Management Journal, Wiley Blackwell, vol. 11(2), pages 117-128, February.
    9. Oliver E. Williamson, 1991. "Strategizing, economizing, and economic organization," Strategic Management Journal, Wiley Blackwell, vol. 12(S2), pages 75-94, December.
    10. Witold J. Henisz, 2002. "The institutional environment for infrastructure investment," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 11(2), pages 355-389.
    11. Guy L. F. Holburn & Bennet A. Zelner, 2010. "Political capabilities, policy risk, and international investment strategy: evidence from the global electric power generation industry," Strategic Management Journal, Wiley Blackwell, vol. 31(12), pages 1290-1315, December.
    12. Bruce A. Blonigen, 2019. "Firm-Specific Assets and the Link Between Exchange Rates and Foreign Direct Investment," World Scientific Book Chapters, in: Foreign Direct Investment, chapter 3, pages 89-120, World Scientific Publishing Co. Pte. Ltd..
    13. M Krishna Erramilli & Sanjeev Agarwal & Seong-Soo Kim, 1997. "Are Firm-Specific Advantages Location-Specific Too?," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 28(4), pages 735-757, December.
    14. Kwok Leung & Rabi S Bhagat & Nancy R Buchan & Miriam Erez & Cristina B Gibson, 2005. "Culture and international business: recent advances and their implications for future research," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 36(4), pages 357-378, July.
    15. La Porta, Rafael & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1997. "Legal Determinants of External Finance," Journal of Finance, American Finance Association, vol. 52(3), pages 1131-1150, July.
    16. Bruce Kogut & Gordon Walker & Jaideep Anand, 2002. "Agency and Institutions: National Divergences in Diversification Behavior," Organization Science, INFORMS, vol. 13(2), pages 162-178, April.
    17. Kenneth A. Froot & Jeremy C. Stein, 1991. "Exchange Rates and Foreign Direct Investment: An Imperfect Capital Markets Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 1191-1217.
    18. Peter J Buckley & Pervez N Ghauri, 2004. "Globalisation, economic geography and the strategy of multinational enterprises," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 35(3), pages 255-255, May.
    19. José Manuel Campa & Ignacio Hernando, 2004. "Shareholder Value Creation in European M&As," European Financial Management, European Financial Management Association, vol. 10(1), pages 47-81, March.
    20. Russell W. Coff, 1999. "How Buyers Cope with Uncertainty when Acquiring Firms in Knowledge-Intensive Industries: Caveat Emptor," Organization Science, INFORMS, vol. 10(2), pages 144-161, April.
    21. Gatignon, Hubert & Anderson, Erin, 1988. "The Multinational Corporation's Degree of Control over Foreign Subsidiaries: An Empirical Test of a Transaction Cost Explanation," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 4(2), pages 305-336, Fall.
    22. Bruce Kogut & Harbir Singh, 1988. "The Effect of National Culture on the Choice of Entry Mode," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 19(3), pages 411-432, September.
    23. Daphne Yiu & Shige Makino, 2002. "The Choice Between Joint Venture and Wholly Owned Subsidiary: An Institutional Perspective," Organization Science, INFORMS, vol. 13(6), pages 667-683, December.
    24. Shige Makino & Takehiko Isobe & Christine M. Chan, 2004. "Does country matter?," Strategic Management Journal, Wiley Blackwell, vol. 25(10), pages 1027-1043, October.
    25. Klaus Uhlenbruck & Peter Rodriguez & Jonathan Doh & Lorraine Eden, 2006. "The Impact of Corruption on Entry Strategy: Evidence from Telecommunication Projects in Emerging Economies," Organization Science, INFORMS, vol. 17(3), pages 402-414, June.
    26. Faccio, Mara & Lang, Larry H. P., 2002. "The ultimate ownership of Western European corporations," Journal of Financial Economics, Elsevier, vol. 65(3), pages 365-395, September.
    27. M Krishna Erramilli, 1996. "Nationality and Subsidiary Ownership Patterns in Multinational Corporations," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 27(2), pages 225-248, June.
    28. Laszlo Tihanyi & David A Griffith & Craig J Russell, 2005. "The effect of cultural distance on entry mode choice, international diversification, and MNE performance: a meta-analysis," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 36(3), pages 270-283, May.
    29. Jean-François Hennart & Jorma Larimo, 1998. "The Impact of Culture on the Strategy of Multinational Enterprises: Does National Origin Affect Ownership Decisions?," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 29(3), pages 515-538, September.
    30. Christian Schwens & Julia Eiche & Ruediger Kabst, 2011. "The Moderating Impact of Informal Institutional Distance and Formal Institutional Risk on SME Entry Mode Choice," Journal of Management Studies, Wiley Blackwell, vol. 48(2), pages 330-351, March.
    31. Nihat Aktas & Eric de Bodt & Richard Roll, 2007. "Is European M&A Regulation Protectionist?," Economic Journal, Royal Economic Society, vol. 117(522), pages 1096-1121, July.
    32. Eero Vaara & Janne Tienari & Risto Santti, 2003. "The international match: Metaphors as vehicles of social identity building in cross-border mergers," Post-Print hal-02311681, HAL.
    33. Martin, Kenneth J, 1996. "The Method of Payment in Corporate Acquisitions, Investment Opportunities, and Management Ownership," Journal of Finance, American Finance Association, vol. 51(4), pages 1227-1246, September.
    34. A. Sinan Cebenoyan & George J. Papaioannou & Nickolaos G. Travlos, 1992. "Foreign Takeover Activity in the U.S. and Wealth Effects for Target Firm Shareholders," Financial Management, Financial Management Association, vol. 21(3), Fall.
    35. Christine M. Chan & Shige Makino & Takehiko Isobe, 2010. "Does subnational region matter? Foreign affiliate performance in the United states and China," Strategic Management Journal, Wiley Blackwell, vol. 31(11), pages 1226-1243, November.
    36. Arjen H L Slangen & Sjoerd Beugelsdijk, 2010. "The impact of institutional hazards on foreign multinational activity: A contingency perspective," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(6), pages 980-995, August.
    37. Martín, Carmela & Velazquez, Francisco J, 1997. "The Determining Factors of Foreign Direct Investment in Spain and the rest of the OECD: Lessons for CEECs," CEPR Discussion Papers 1637, C.E.P.R. Discussion Papers.
    38. Stulz, ReneM., 1988. "Managerial control of voting rights : Financing policies and the market for corporate control," Journal of Financial Economics, Elsevier, vol. 20(1-2), pages 25-54, January.
    39. Sunil Venaik & Paul Brewer, 2010. "Avoiding uncertainty in Hofstede and GLOBE," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(8), pages 1294-1315, October.
    40. Yakov Amihud & Baruch Lev, 1981. "Risk Reduction as a Managerial Motive for Conglomerate Mergers," Bell Journal of Economics, The RAND Corporation, vol. 12(2), pages 605-617, Autumn.
    41. Moshe Farjoun, 1994. "Beyond Industry Boundaries: Human Expertise, Diversification and Resource-Related Industry Groups," Organization Science, INFORMS, vol. 5(2), pages 185-199, May.
    42. Keith D Brouthers, 2002. "Institutional, Cultural and Transaction Cost Influences on Entry Mode Choice and Performance," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 33(2), pages 203-221, June.
    43. Luis R Gómez-Mejia & Leslie E Palich, 1997. "Cultural Diversity and the Performance of Multinational Firms," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 28(2), pages 309-335, June.
    44. Srivastava, Rajendra K & Green, Robert T, 1986. "Determinants of Bilateral Trade Flows," The Journal of Business, University of Chicago Press, vol. 59(4), pages 623-640, October.
    45. Pietra Rivoli & Eugene Salorio, 1996. "Foreign Direct Investment and Investment under Uncertainty," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 27(2), pages 335-357, June.
    46. W Chan Kim & Peter Hwang, 1992. "Global Strategy and Multinationals' Entry Mode Choice," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 23(1), pages 29-53, March.
    47. Peter J Buckley & Pervez N Ghauri, 2004. "Globalisation, economic geography and the strategy of multinational enterprises," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 35(2), pages 81-98, March.
    48. Grosse, Robert & Goldberg, Lawrence G., 1991. "Foreign bank activity in the United States: An analysis by country of origin," Journal of Banking & Finance, Elsevier, vol. 15(6), pages 1093-1112, December.
    49. repec:bla:jfinan:v:43:y:1988:i:5:p:1161-75 is not listed on IDEAS
    50. Klaus E. Meyer & Ram Mudambi & Rajneesh Narula, 2011. "Multinational Enterprises and Local Contexts: The Opportunities and Challenges of Multiple Embeddedness," Journal of Management Studies, Wiley Blackwell, vol. 48(2), pages 235-252, March.
    51. AKTAS, Nihat & DE BODT, Eric & ROLL, Richard, 2007. "Is European M&A regulation protectionist?," LIDAM Reprints CORE 1964, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    52. Weijian Shan, 1991. "Environmental Risks and Joint Venture Sharing Arrangements," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 22(4), pages 555-578, December.
    53. W. J. Henisz, 2000. "The Institutional Environment for Economic Growth," Economics and Politics, Wiley Blackwell, vol. 12(1), pages 1-31, March.
    54. Scott Shane, 1994. "The effect of national culture on the choice between licensing and direct foreign investment," Strategic Management Journal, Wiley Blackwell, vol. 15(8), pages 627-642, October.
    55. John H Dunning, 1988. "The Eclectic Paradigm of International Production: A Restatement and Some Possible Extensions," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 19(1), pages 1-31, March.
    56. Thomas P. Murtha & Stefanie Ann Lenway, 1994. "Country capabilities and the strategic state: How national political institutions affect multinational Corporations' Strategies," Strategic Management Journal, Wiley Blackwell, vol. 15(S2), pages 113-129, June.
    57. William M. Dugger, 1996. "The Mechanisms of Governance," Journal of Economic Issues, Taylor & Francis Journals, vol. 30(4), pages 1212-1216, December.
    58. Ralph A. Walkling & Michael S. Long, 1984. "Agency Theory, Managerial Welfare, and Takeover Bid Resistance," RAND Journal of Economics, The RAND Corporation, vol. 15(1), pages 54-68, Spring.
    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. Caterina Moschieri & Daniel J. Blake, 2019. "The organizational implications of Brexit," Journal of Organization Design, Springer;Organizational Design Community, vol. 8(1), pages 1-9, December.
    2. Raquel García-García & Esteban García-Canal & Mauro F. Guillén, 2019. "International Dispersion and Profitability: An Institution-Based Approach," Management International Review, Springer, vol. 59(6), pages 855-888, December.
    3. Mark F. Peterson & Mikael Søndergaard, 2014. "Countries, Within-Country Regions, and Multiple-Country Regions in International Management: A Functional, Institutional, and Critical Event (FICE) Perspective," Management International Review, Springer, vol. 54(6), pages 781-800, December.
    4. Blevins, Dane P. & Moschieri, Caterina & Pinkham, Brian C. & Ragozzino, Roberto, 2016. "Institutional changes within the European Union: How global cities and regional integration affect MNE entry decisions," Journal of World Business, Elsevier, vol. 51(2), pages 319-330.
    5. Rama Krishna Reddy & Frances Fabian, 2020. "Information Asymmetry and Host Country Institutions in Cross-Border Acquisitions," Management International Review, Springer, vol. 60(6), pages 909-938, December.
    6. Debmalya Mukherjee & Satish Kumar & Naveen Donthu & Nitesh Pandey, 2021. "Research Published in Management International Review from 2006 to 2020: A Bibliometric Analysis and Future Directions," Management International Review, Springer, vol. 61(5), pages 599-642, October.
    7. Xie, En & Reddy, K.S. & Liang, Jie, 2017. "Country-specific determinants of cross-border mergers and acquisitions: A comprehensive review and future research directions," Journal of World Business, Elsevier, vol. 52(2), pages 127-183.
    8. Joseph Madara & Peter Mwaura & David Gichuhi, 2021. "Influence of post-merger restructuring on organizational development: A case of Stanbic Bank Kenya Limited," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 10(7), pages 363-369, October.
    9. Fernando Moreira Silva & Mario Henrique Ogasavara & Renato Pereira, 2024. "Institutional distances and equity-based entry modes: a systematic literature review," Management Review Quarterly, Springer, vol. 74(3), pages 1723-1790, September.
    10. Dong, Xuebing & Miao, Binbin & Chi, Ruonan, 2023. "Capital flows under integration: Evidence from China's metropolitan area development planning," China Economic Review, Elsevier, vol. 82(C).
    11. Alexandra Chapcakova & Jaroslava Heckova & Miroslav Gombár & Štefan Gavura & Dagmara Ratnayake Kascakova, 2022. "An analysis of the impact of selected predictors for cross-border M&A activity within the European area," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 10(2), pages 176-188, December.

    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. Roberto Ragozzino, 2009. "The Effects of Geographic Distance on the Foreign Acquisition Activity of U.S. Firms," Management International Review, Springer, vol. 49(4), pages 509-535, September.
    2. Blevins, Dane P. & Moschieri, Caterina & Pinkham, Brian C. & Ragozzino, Roberto, 2016. "Institutional changes within the European Union: How global cities and regional integration affect MNE entry decisions," Journal of World Business, Elsevier, vol. 51(2), pages 319-330.
    3. Morschett, Dirk & Schramm-Klein, Hanna & Swoboda, Bernhard, 2010. "Decades of research on market entry modes: What do we really know about external antecedents of entry mode choice?," Journal of International Management, Elsevier, vol. 16(1), pages 60-77, March.
    4. Demirbag, Mehmet & Tatoglu, Ekrem & Glaister, Keith W., 2009. "Equity-based entry modes of emerging country multinationals: Lessons from Turkey," Journal of World Business, Elsevier, vol. 44(4), pages 445-462, October.
    5. Cláudia Frias Pinto & Fernando Ribeiro Serra & Manuel Portugal Ferreira, 2014. "A bibliometric study on culture research in International Business," Working Papers 107, globADVANTAGE, Polytechnic Institute of Leiria.
    6. Liedong, Tahiru Azaaviele & Peprah, Augustine Awuah & Amartey, Abednego Okoe & Rajwani, Tazeeb, 2020. "Institutional voids and firms' resource commitment in emerging markets: A review and future research agenda," Journal of International Management, Elsevier, vol. 26(3).
    7. Keith D. Brouthers & Liang Chen & Sali Li & Noman Shaheer, 2022. "Charting new courses to enter foreign markets: Conceptualization, theoretical framework, and research directions on non-traditional entry modes," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 53(9), pages 2088-2115, December.
    8. Cristina López-Duarte & Marta M. Vidal-Suárez & Belén González-Díaz & Nuno Rosa Reis, 2016. "Understanding the relevance of national culture in international business research: a quantitative analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 108(3), pages 1553-1590, September.
    9. Huanglin Wang & Jean-Louis Schaan, 2008. "How much distance do we need? Revisiting the “National cultural distance paradox”," Management International Review, Springer, vol. 48(3), pages 263-278, May.
    10. Jan Hendrik Fisch & Bjoern Schmeisser, 0. "Phasing the operation mode of foreign subsidiaries: Reaping the benefits of multinationality through internal capital markets," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 0, pages 1-33.
    11. Demirbag, Mehmet & Glaister, Keith W. & Tatoglu, Ekrem, 2007. "Institutional and transaction cost influences on MNEs' ownership strategies of their affiliates: Evidence from an emerging market," Journal of World Business, Elsevier, vol. 42(4), pages 418-434, December.
    12. Jan Hendrik Fisch & Bjoern Schmeisser, 2020. "Phasing the operation mode of foreign subsidiaries: Reaping the benefits of multinationality through internal capital markets," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(8), pages 1223-1255, October.
    13. Piaskowska, D., 2005. "Essays on firm growth and value creation," Other publications TiSEM 89053610-79c6-4c52-9d1c-6, Tilburg University, School of Economics and Management.
    14. Jonas Puck & Markus K. Hödl & Igor Filatotchev & Hans-Georg Wolff & Benjamin Bader, 2016. "Ownership mode, cultural distance, and the extent of parent firms’ strategic control over subsidiaries in the PRC," Asia Pacific Journal of Management, Springer, vol. 33(4), pages 1075-1105, December.
    15. Canabal, Anne & White III, George O., 2008. "Entry mode research: Past and future," International Business Review, Elsevier, vol. 17(3), pages 267-284, June.
    16. Moschieri, Caterina & Campa, José Manuel, 2014. "New trends in mergers and acquisitions: Idiosyncrasies of the European market," Journal of Business Research, Elsevier, vol. 67(7), pages 1478-1485.
    17. Ana M. Romero-Martínez & Fernando E. García-Muiña & Agnieszka Chidlow & Jorma Larimo, 2019. "Formal and Informal Institutional Differences Between Home and Host Country and Location Choice: Evidence from the Spanish Hotel Industry," Management International Review, Springer, vol. 59(1), pages 41-65, February.
    18. Mehmet Demirbag & Ekrem Tatoglu & Keith W. Glaister, 2010. "Institutional and Transaction Cost Influences on Partnership Structure of Foreign Affiliates," Management International Review, Springer, vol. 50(6), pages 709-745, December.
    19. Hernández, Virginia & Nieto, María Jesús, 2015. "The effect of the magnitude and direction of institutional distance on the choice of international entry modes," Journal of World Business, Elsevier, vol. 50(1), pages 122-132.
    20. Anne-Wil Harzing & Markus Pudelko, 2016. "Do We Need to Distance Ourselves from the Distance Concept? Why Home and Host Country Context Might Matter More Than (Cultural) Distance," Management International Review, Springer, vol. 56(1), pages 1-34, February.

    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:spr:manint:v:54:y:2014:i:6:d:10.1007_s11575-014-0206-7. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.