Football’s emerging market trade network: ego network approach to world systems theory

References

• Aldrich, J. (2004). The discovery of comparative advantage. Journal of the History of Economic Thought, 26(3), 379–399. doi: 10.1080/1042771042000263858
   Google Scholar
• Almog, A., Squartini, T., & Garlaschelli, D. (2017). The double role of GDP in shaping the structure of the international trade network. International Journal of Computational Economics and Econometrics, 7(4), 381–398. doi: 10.1504/IJCEE.2017.086875
   Web of Science ®Google Scholar
• Arthur, W. B. (1999). Complexity and the economy. Science, 284(5411), 107–109. doi: 10.1126/science.284.5411.107
   PubMed Web of Science ®Google Scholar
• Bargigli, L., & Gallegati, M. (2011). Random digraphs with given expected degree sequences: A model for economic networks. Journal of Economic Behavior & Organization, 78(3), 396–411. doi: 10.1016/j.jebo.2011.01.022
   Web of Science ®Google Scholar
• Baskaran, T., Blöchl, F., Brück, T., & Theis, F. J. (2011). The Heckscher–Ohlin model and the network structure of international trade. International Review of Economics & Finance, 20(2), 135–145. doi: 10.1016/j.iref.2010.11.003
   Web of Science ®Google Scholar
• Bastian, M., Heymann, S., & Jacomy, M. (2009). Gephi: An open source software for exploring and manipulating networks. International AAAI conference on weblogs and social media.
   Google Scholar
• Bonacich, P. (1972a). Factoring and weighting approaches to status scores and clique identification. The Journal of Mathematical Sociology, 2(1), 113–120. doi: 10.1080/0022250X.1972.9989806
   Web of Science ®Google Scholar
• Bonacich, P. (1972b). Technique for analyzing overlapping memberships. Sociological Methodology, 4, 176–185. doi: 10.2307/270732
   Google Scholar
• Bonacich, P. (1987). Power and centrality: A family of measures. American Journal of Sociology, 92(5), 1170–1182. doi: 10.1086/228631
   Web of Science ®Google Scholar
• Borgatti, S. P. (1997). Structural holes: Unpacking Burt’s redundancy measures. Connections, 20(1), 35–38.
   Google Scholar
• Borgatti, S. P., Everett, M. G., & Freeman, L. C. (2002). Ucinet 6 for Windows: Software for social network analysis. Harvard, MA: Analytic Technologies.
   Google Scholar
• Borgatti, S. P., & Halgin, D. S. (2011). On network theory. Organization Science, 22(5), 1168–1181. doi: 10.1287/orsc.1100.0641
   Web of Science ®Google Scholar
• Bornschier, V., & Chase-Dunn, C. (1985). Transnational corporations and underdevelopment. New York, NY: Praeger.
   Google Scholar
• Brander, J., & Krugman, P. (1983). A “reciprocal dumping” model of international trade. Journal of International Economics, 15(3-4), 313–321. doi: 10.1016/S0022-1996(83)80008-7
   Web of Science ®Google Scholar
• Burt, R. (1992). Structural holes: The social structure of competition. Cambridge, MA: Harvard University Press.
   Google Scholar
• Cartwright, D., & Harary, F. (1977). A graph theoretic approach to the investigation of system-environment relationships. The Journal of Mathematical Sociology, 5(1), 87–111. doi: 10.1080/0022250X.1977.9989866
   Web of Science ®Google Scholar
• Chase-Dunn, C., & Grimes, P. (1995). World-systems analysis. Annual Review of Sociology, 21(1), 387–417. doi: 10.1146/annurev.so.21.080195.002131
   Web of Science ®Google Scholar
• Chipman, J. S. (1965a). A survey of the theory of international trade: Part 1, the classical theory. Econometrica, 33(3), 477–519. doi: 10.2307/1911748
   Web of Science ®Google Scholar
• Chipman, J. S. (1965b). A survey of the theory of international trade: Part 2, The neo-classical theory. Econometrica, 33(4), 685760. doi: 10.2307/1910353
   Web of Science ®Google Scholar
• Coase, R. H. (1960). The problem of social cost. The Journal of Law and Economics, 3(1), 1–44. doi: 10.1086/466560
   Web of Science ®Google Scholar
• De Benedictis, L., Nenci, S., Santoni, G., Tajoli, L., & Vicarelli, C. (2014). Network analysis of world trade using the BACI-CEPII dataset. Global Economy Journal, 14(3-4), 287–343. doi: 10.1515/gej-2014-0032
   Google Scholar
• De Benedictis, L., & Tajoli, L. (2011). The world trade network. The World Economy, 34(8), 1417–1454. doi: 10.1111/j.1467-9701.2011.01360.x
   Web of Science ®Google Scholar
• Deloitte. (2017). Deloitte Football Money League 2017, Deloitte. Retrieved from https://www2.deloitte.com/uk/en/pages/sports-business-group/articles/deloitte-football-money-league.html
   Google Scholar
• Durkheim, E. (1984). The division of labor in society. New York, NY: Free Press.
   Google Scholar
• Fagiolo, G., Reyes, J., & Schiavo, S. (2009). World-trade web: Topological properties, dynamics, and evolution. Physical Review E, 79(3), 036115. https://doi.org/10.1103/PhysRevE.79.036115
   Web of Science ®Google Scholar
• Fagiolo, G., Reyes, J., & Schiavo, S. (2010). The evolution of the world trade web: A weighted-network analysis. Journal of Evolutionary Economics, 20(4), 479–514. doi: 10.1007/s00191-009-0160-x
   Web of Science ®Google Scholar
• FIFA. (2017a). FIFA TMS Global Trnasfer Market 2017: record international transfers in 2016, FIFA.com. Retrieved from http://www.fifa.com/governance/news/y=2017/m=1/news=fifa-tms-global-transfer-market-2017-record-international-transfers-in-2865353.html
   Google Scholar
• FIFA. (2017b). FIFA TMS Data & Reports, FIFA.com. Retrieved from https://www.fifatms.com/data-reports
   Google Scholar
• FIFA. (2017c). Global Transfer Market Report 2017, FIFA.com. Retrieved from https://www.fifatms.com/data-reports/reports
   Google Scholar
• Frank, A. G. (1966). The development of underdevelopment (pp. 76-84). Boston, MA: New England Free Press.
   Google Scholar
• Freeman, L. C. (1978). Centrality in social networks conceptual clarification. Social networks, 1(3), 215–239. doi: 10.1016/0378-8733(78)90021-7
   Web of Science ®Google Scholar
• Fronczak, A., & Fronczak, P. (2012). Statistical mechanics of the international trade network. Physical Review E, 85, 056113. https://doi.org/10.1103/PhysRevE.85.056113
   Web of Science ®Google Scholar
• Garlaschelli, D., Di Matteo, T., Aste, T., Caldarelli, G., & Loffredo, M. I. (2007). Interplay between topology and dynamics in the world trade Web. European Physical Journal B–Condensed Matter, 57(2), 159–164.
   Google Scholar
• Garlaschelli, D., & Loffredo, M. I. (2004). Fitness-dependent topological properties of the world trade web. Physical Review Letters, 93(18), 188701. https://doi.org/10.1103/PhysRevLett.93.188701
   PubMed Web of Science ®Google Scholar
• Garlaschelli, D., & Loffredo, M. I. (2005). Structure and evolution of the world trade network. Physica A: Statistical Mechanics and its Applications, 355(1), 138–144. doi: 10.1016/j.physa.2005.02.075
   Web of Science ®Google Scholar
• Gould, R. V., & Fernandez, R. M. (1989). Structures of mediation: A formal approach to brokerage in transaction networks. Sociological Methodology, 19, 89–126. doi: 10.2307/270949
   Google Scholar
• Goyal, S. (2012). Connections: An introduction to the economics of networks. New Jersey: Princeton University Press.
   Google Scholar
• Granovetter, M. (1985). Economic action and social structure: The problem of embeddedness. American Journal of Sociology, 91(3), 481–510. doi: 10.1086/228311
   Web of Science ®Google Scholar
• Granovetter, M. (2005). The impact of social structure on economic outcomes. Journal of Economic Perspectives, 19(1), 33–50. doi: 10.1257/0895330053147958
   Web of Science ®Google Scholar
• Granovetter, M. (2017). Society and economy: Framework and principles. Cambridge: Harvard University Press.
   Google Scholar
• Hanneman, R. A., & Riddle, M. (2005). Introduction to social network methods. Riverside, CA: University of California, Riverside. Retrieved from http://faculty.ucr.edu/~hanneman
   Google Scholar
• Heckscher, E. (1919). The effect of foreign trade on the distribution of income. Ekonomisk Tidskrift, XXI, 497–512. (Reprinted in Readings in the Theory of International Trade, Blakiston, Philadelphia, 1949).
   Google Scholar
• Ito, T., Rotunno, L., & Vézina, P. L. (2017). Heckscher–Ohlin: Evidence from virtual trade in value added. Review of International Economics, 25(3), 427–446. doi: 10.1111/roie.12230
   Web of Science ®Google Scholar
• Jackson, M. O. (2010). Social and economic networks. Oxford: Princeton university press.
   Google Scholar
• Jackson, M. O. (2014). Networks in the understanding of economic behaviors. Journal of Economic Perspectives, 28(4), 3–22. doi: 10.1257/jep.28.4.3
   Web of Science ®Google Scholar
• Jones, R. W. (1956). Factor proportions and the Heckscher-Ohlin theorem. The Review of Economic Studies, 24(1), 1–10. doi: 10.2307/2296232
   Google Scholar
• Kali, R., & Reyes, J. (2007). The architecture of globalization: A network approach to international economic integration. Journal of International Business Studies, 38(4), 595–620. doi: 10.1057/palgrave.jibs.8400286
   Web of Science ®Google Scholar
• Kali, R., & Reyes, J. (2010). Financial contagion on the international trade network. Economic Inquiry, 48(4), 1072–1101. doi: 10.1111/j.1465-7295.2009.00249.x
   Web of Science ®Google Scholar
• Kearney, A. T. (2011). The Sports Market. Major Trends and Challenges in an Industry. Retrieved from http://www.atkearney.co.uk/documents/10192/259371/Sports_Market.pdf/6f46b880-f8d1-4909-9960-cc605bb1ff34
   Google Scholar
• Kick, E, L, McKinney, L, A, McDonald, S, & Jorgenson, A. (2011). A Multiple-Network Analysis of the World System of Nations, 1995–1999. In John Scott, & Peter CarringtonJ (Eds.), The SAGE Handbook of Social Network Analysis (pp. 311–328). London: SAGE Publications Ltd.
   Google Scholar
• Knoke, D. (2012). Economic networks. Polity Press: Cambridge.
   Google Scholar
• Knoke, D. & Yang, S. (2008). Social network analysis (p. 154). London: Sage.
   Google Scholar
• Kranton, R. E., & Minehart, D. F. (2001). A theory of buyer-seller networks. American Economic Review, 91(3), 485–508. doi: 10.1257/aer.91.3.485
   Web of Science ®Google Scholar
• Krugman, P. R. (1979). Increasing returns, monopolistic competition, and international trade. Journal of International Economics, 9(4), 469–479. doi: 10.1016/0022-1996(79)90017-5
   Web of Science ®Google Scholar
• Lin, N. (2002). Social capital: A theory of social structure and action (Vol. 19). Cambridge: Cambridge University Press.
   Google Scholar
• Liu, X. F., Liu, Y.-L., Lu, X.-H., Wang, Q.-X., & Wang, T.-X. (2016). The anatomy of the global football player transfer network: Club functionalities versus network properties. PLoS ONE, 11(6), e0156504. https://doi.org/10.1371/journal.pone.0156504. ‌
   PubMed Web of Science ®Google Scholar
• Maratea, A., Petrosino, A., & Manzo, M. (2016). Triadic motifs in the partitioned world trade web. Procedia Computer Science, 98, 479–484. doi: 10.1016/j.procs.2016.09.079
   Google Scholar
• Massey, D. S., Arango, J., Hugo, G., Kouaouci, A., Pellegrino, A., & Taylor, J. E. (1993). Theories of international migration: A review and appraisal. Population and Development Review, 19(3), 431–466. doi: 10.2307/2938462
   Web of Science ®Google Scholar
• Moreno, J. L. (1932). Application of the group method to classification. New York, NY: National Committee on Prisons and Prison Labor.
   Google Scholar
• Moreno, J. L. (1934). Who shall survive? Washington, DC: Nervous and Mental Disease Publishing Company.
   Google Scholar
• Morrow, S. (1996). Football players as human assets. Measurement as the critical factor in asset recognition: A case study investigation. Journal of Human Resource Costing & Accounting, 1(1), 75–97. doi: 10.1108/eb029024
   Google Scholar
• Nemeth, R. J., & Smith, D. A. (1985). International trade and world-system structure: A multiple network analysis. Review (Fernand Braudel Center), 8(4), 517–560.
   Google Scholar
• Newman, M. E. (2008). The mathematics of networks. The new Palgrave encyclopedia of economics. Retrieved from http://www-personal.umich.edu/~mejn/papers/palgrave.pdf
   Google Scholar
• Ohlin, B. (1933). Interregional and international trade. Cambridge: Harvard University Press.
   Google Scholar
• Plunket Research. (2017). Sports industry statistics and market size overview. Sport & Recreation Business Statistics Analysis. Retrieved from https://www.plunkettresearch.com/statistics/sports-industry
   Google Scholar
• Posner, M. V. (1961). International trade and technical change. Oxford Economic Papers, 13(3), 323–341. doi: 10.1093/oxfordjournals.oep.a040877
   Google Scholar
• Ricardo, D. ([1817] 1951). On the principles of political economy, and taxation. London: John Murray. In Sraffa, P. (Eds.) The Works and Correspondence of David Ricardo, Vol I. Cambridge University Press: Cambridge.
   Google Scholar
• Ruffin, R. J. (2005). Debunking a myth: Torrens on comparative advantage. History of Political Economy, 37(4), 711–722. doi: 10.1215/00182702-37-4-711
   Google Scholar
• Sarajlić, A., Malod-Dognin, N., Yaveroğlu, ÖN, & Pržulj, N. (2016). Graphlet-based characterization of directed networks. Scientific Reports, 6, 35098 . doi:10.1038/srep35098
   PubMed Web of Science ®Google Scholar
• Scott, J. (2017). Social network analysis. Sage: London.
   Google Scholar
• Serrano, M. A., & Boguná, M. (2003). Topology of the world trade web. Physical Review E, 68(1), 015101(R). https://doi.org/10.1103/PhysRevE.68.015101
   Web of Science ®Google Scholar
• Simmel, Georg. ([1922] 1955). Conflict and the Web of group affiliations. (K. H. Wolff and R. Bendix Trans.).New York, NY: Free Press.
   Google Scholar
• Simon, H. A. (1955). A behavioral model of rational choice. The Quarterly Journal of Economics, 69(1), 99–118. doi: 10.2307/1884852
   Web of Science ®Google Scholar
• Smith, A. ([1776] 1937). An inquiry into the nature and causes of the wealth of nations. Edwin Cannan (Ed.). NewYork, NY: Modern Library.
   Google Scholar
• Snyder, D., & Kick, E. L. (1979). Structural position in the world system and economic growth, 1955-1970: A multiple-network analysis of transnational interactions. American Journal of Sociology, 84(5), 1096–1126. doi: 10.1086/226902
   Web of Science ®Google Scholar
• Squartini, T., Fagiolo, G., & Garlaschelli, D. (2011a). Randomizing world trade. I. A binary network analysis. Physical Review E, 84(4), 046117. https://doi.org/10.1103/PhysRevE.84.046117
   Web of Science ®Google Scholar
• Squartini, T., Fagiolo, G., & Garlaschelli, D. (2011b). Randomizing world trade. II. A weighted network analysis. Physical Review E, 84(4), 046118. https://doi.org/10.1103/PhysRevE.84.046118
   Web of Science ®Google Scholar
• Therien, J. P. (1999). Beyond the north-south divide: The two tales of world poverty. Third World Quarterly, 20(4), 723–742. doi: 10.1080/01436599913523
   Web of Science ®Google Scholar
• Thweatt, W. O. (1976). James Mill and the early development of comparative advantage. History of Political Economy, 8(2), 207–234. doi: 10.1215/00182702-8-2-207
   Web of Science ®Google Scholar
• Vega-Redondo, F. (2007). Complex social networks (No. 44). Cambridge: Cambridge University Press.
   Google Scholar
• Wallerstein, I. (1974a). The modern world system: Capitalist agriculture and the origins of the European world economy in the sixteenth century. New York, NY: Academic Press, USA.
   Google Scholar
• Wallerstein, I. (1974b). The rise and future demise of the world capitalist system: Concepts for comparative analysis. Comparative Studies in Society and History, 16(4), 387–415. doi: 10.1017/S0010417500007520
   Web of Science ®Google Scholar
• Wallerstein, I. M. (2004). World-systems analysis: An introduction. Durham: Duke University Press.
   Google Scholar
• Wasserman, S., & Faust, K. (2009). Social network analysis: Methods and applications (19th Ed.). New York: Cambridge University Press.
   Google Scholar
• Wilhite, A. (2001). Bilateral trade and “small-world” networks. Computational Economics, 18(1), 49–64. doi: 10.1023/A:1013814511151
   Google Scholar
• Zhang, X. (2017). Chinese capitalism and the maritime silk road: A world-systems perspective. Geopolitics, 22(2), 310–331. doi: 10.1080/14650045.2017.1289371
   Web of Science ®Google Scholar