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Using network analysis to study globalization, regionalization, and multi-polarity—Introduction to special section


In this introduction to the special section on globalization, regionalization, and multi-polarity, we review network analysis applications to the study of globalization as a complex and multi-dimensional phenomenon and we explore the frontiers of our knowledge about the network properties of global systems. We focus on the global economic (trade and investment), political, and migration systems.

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A.T. Kearney/Foreign Policy Magazine (2001). Measuring globalization. Foreign Policy, 122, 5665.
A.T. Kearney/Foreign Policy Magazine (2002). Globalization's last hurrah? Foreign Policy, 128, 3851.
A.T. Kearney/Foreign Policy Magazine (2003). Measuring globalization: Who's up, who's down? Foreign Policy, 134, 6072.
A.T. Kearney/Foreign Policy Magazine (2004). Measuring globalization: Economic reversals, forward momentum. Foreign Policy, 141, 5469.
A.T. Kearney/Foreign Policy Magazine (2005). Measuring globalization. Foreign Policy, 148, 5260.
A.T. Kearney/Foreign Policy Magazine (2006). The globalization index. Foreign Policy, 157, 7481.
A.T. Kearney/Foreign Policy Magazine (2007). The globalization index 2007. Foreign Policy, 163, 6876.
Abel, G. J., & Sander, N. (2014). Quantifying global international migration flows. Science, 343 (6178), 15201522.
Acemoglu, D., Carvalho, V. M., Ozdaglar, A. & Tahbaz-Salehi, A. (2012). The network origins of aggregate fluctuations. Econometrica, 80, 19772016.
Alderson, A. S., & Beckfield, J. (2004). Power and position in the world city system. American Journal of Sociology, 109 (4), 811851.
Altomonte, C., & Rungi, A. (2013). Business groups as hierarchies of firms determinants of vertical integration and performance. European Central Bank, Working Paper Series (1554).
Anderson, J. E. & van Wincoop, E. (2003). Gravity with gravitas: A solution to the border puzzle. American Economic Review, 93 (1), 170192.
Andersson, U., & Forsgren, M. (1996). Subsidiary embeddedness and control in the multinational corporation. International Business Review, 5 (5), 487508.
Arrighi, G. (1994). The long twentieth century: Money, power, and the origins of our times. New York: Verso.
Arrighi, G. (1998). Capitalism and the Modern World-System: Rethinking the Nondebates of the 1970's. Review (Fernand Braudel Center), 21 (1), 113129.
Baier, S., & Bergstrand, J. (2007). Do free trade agreements actually increase members' international trade? Journal of International Economics, 71 (1), 7295.
Balcan, D., Colizza, V., Gonçalves, B., Hu, H., Ramasco, J. J., & Vespigiani, A. (2009). Multiscale mobility networks and the spatial spreading of infectious diseases. Proceedings of the National Academy of Sciences, 106 (51): 2148421489.
Baldwin, R. (2004). The spoke trap: Hub and spoke bilateralism in East Asia. KIEP Discussion Paper (04-02).
Bao, S., Bodvarsson, O. B., Hou, J. W., & Zhao, Y. (2009). Migration in China from 1985 to 2000: The effects of past migration, investments and deregulation. Chinese Economy, 42 (4), 728.
Barabási, A.-L., Jeong, H., Neda, Z., Ravasz, E., Schubert, A., & Vicsek, T. (2002). Evolution of the social network of scientific collaborations. Physica A, 311 (3), 590614.
Barigozzi, M., Fagiolo, G., & Garlaschelli, D. (2010). Multinetwork of international trade: A commodity-specific analysis. Physical Review E, 81 (4), 046104.
Barigozzi, M., Fagiolo, G., & Mangioni, G. (2011). Identifying the community structure of the international-trade multi-network. Physica A: Statistical Mechanics and Its Applications, 390 (11), 20512066.
Barnett, M., & Duvall, R. (2005). Power in international politics. International Organization, 59 (1), 3975.
Battiston, S., Delli Gatti, D., Gallegati, M., Greenwald, B., & Stiglitz, J. E. (2007b). Credit chains and bankruptcy propagation in production networks. Journal of Economic Dynamics and Control, 31 (6), 20612084.
Battiston, S., Rodrigues, J. F., & Zeytinoglu, H. (2007a). The network of inter-regional direct investment stocks across Europe. Advances in Complex Systems, 10 (1), 2951.
Beckfield, J. (2003). Inequality in the world polity: The structure of international organization. American Sociological Review, 68 (3), 401424.
Beckfield, J. (2008). The dual world polity: Fragmentation and integration in the network of intergovernmental organizations. Social Problems, 55 (3), 419442.
Billsborrow, R. E., Hugo, G., Oberai, A. S., & Zlotnik, H. (1997). International migration statistics. Guidelines for improving data collection systems. Geneva: International Labour Organization.
Bonacich, P. (1987). Power and centrality: A family of measures. American Journal of Sociology, 92 (5), 11701182.
Brahmbhatt, M. (1998). Measuring global economic integration: A review of the literature and recent evidence. World Bank Working Paper.
Brams, S. J., Mutlu, H. & Ramírez, S. L. (2006). Influence in terrorist networks: From undirected to directed graphs. Studies in Conflict and Terrorism, 29 (7), 703718.
Breiger, R. (1981). Structures of economic interdependence among nations. In Blau, P. M., & Merton, R. K. (Eds.), Continuities in structural inquiry (pp. 353380). London: Sage.
Cantwell, J. (1995). The globalisation of technology: What remains of the product cycle model?. Cambridge Journal of Economics, 19 (1), 155174.
Ceccorulli, M., Channac, F., De Lombaerde, P., & Fanta, E. (2011). Indicators of intra-regional migration and mobility. In De Lombaerde, P., Flôres, R., Iapadre, L., & Schulz, M. (Eds.), The regional integration manual. Quantitative and qualitative methods (pp. 6597). London: Routledge.
Chen, L. & De Lombaerde, P. (2014). Testing the relationships between globalization, regionalization and the regional hub-ness of the BRICs. Journal of Policy Modeling, 36 (S1), S111S131.
Chen, M. X., & Joshi, S. (2010). Third-country effects on the formation of free trade agreements. Journal of International Economics, 82 (2), 238248.
Cingolani, I., Iapadre, L., & Tajoli, L. (2018). International production networks and the world trade structure. International Economics, 153, 1133.
Cingolani, I., Panzarasa, P., & Tajoli, L. (2017). Countries' positions in the international global value networks: Centrality and economic performance. Applied Network Science, 2 (21). DOI: 10.1007/s41109-017-0041-4.
Clark, R., & Beckfield, J. (2009). A new trichotomous measure of world-system position using the international trade network. International Journal of Comparative Sociology, 50 (1), 538.
Crescenzi, R., Datu, K., & Iammarino, S. (2017). European cities and foreign investment networks. Scienze Regionali, 16 (2), 229260.
Davis, K. F., D'Odorico, P., Laio, F., & Ridolfi, L. (2013). Global spatio-temporal patterns in human migration: A complex network perspective. PLoS ONE, 8 (1), e53723. DOI: 10.1371/journal.pone.0053723
De Benedictis, L., Nenci, S., Santoni, G., Tajoli, L., & Vicarelli, C. (2014). Network analysis of world trade using the BACI-CEPII dataset. Global Economic Journal, 14 (3–4), 287343.
De Benedictis, L., & Tajoli, L. (2011). The world trade network. The World Economy, 34 (8), 14171454.
De Lombaerde, P., Guo, F., & Póvoa-Neto, H. (2014). South-South migrations: What is (still) on the research agenda? International Migration Review, 48 (1), 103112.
De Lombaerde, P., & Iapadre, P. L. (2008). The world is not flat. Implications for the construction of globalisation indicators. World Economics, 9 (4), 157177.
De Lombaerde, P., & Iapadre, P. L. (2011). Globalization indicators: Ways forward. In Erreygers, G., & Vermeire, M. (Eds.), Macroeconomics and beyond. Essays in honour of wim meeusen (pp. 159174). Antwerp: Garant.
De Masi, G., Giovannetti, G., & Ricchiuti, G. (2013). Network analysis to detect common strategies in Italian foreign direct investment. Physica A, 392, 12021214.
Deacon, B., De Lombaerde, P., Macovei, M. C., & Schröder, S. (2011). Globalisation and the emerging regional governance of labour rights. International Journal of Manpower, 32 (3), 334365.
Doyne Farmer, J., Gallegati, M., Hommes, C., Kirman, A., Ormerod, P., Cincotti, S., . . . Helbing, D. (2012). A complex systems approach to constructing better models for managing financial markets and the economy. The European Physical Journal Special Topics, 214 (1), 325346.
Dreher, A. (2006). Does globalisation affect growth? Evidence from a new index of globalisation. Thurgauer Wirtschaftsinstitut, TWI Research Paper (6).
Dreher, A., Gaston, N., & Martens, P. (2008). Measuring globalization: Gauging its consequences. New York: Springer.
Duenas, M., & Fagiolo, G. (2013). Modeling the international-trade network: A gravity approach. Journal of Economic Interaction and Coordination, 8 (1), 155178.
Fagiolo, G. (2010). The international-trade network: Gravity equations and topological properties. Journal of Economic Interaction and Coordination, 5, 125.
Fagiolo, G., Reyes, J., & Schiavo, S. (2007). The evolution of the world trade web. LEM Working Paper (17).
Fagiolo, G., Reyes, J., & Schiavo, S. (2008). On the topological properties of the world trade web: A weighted network analysis. Physica A: Statistical Mechanics and its Applications, 387 (15), 38683873.
Figge, L., & Martens, P. (2014). Globalization continues. The maastricht globalization index revisited and updated. Globalizations, 11 (6), 875893.
Fortunato, S. (2010). Community detection in graphs. Physics Reports, 486 (3–5), 75174.
Furusawa, T., & Konishi, H. (2007). Free trade networks. Journal of International Economics, 72 (2), 310335.
Garlaschelli, D., & Loffredo, M. I. (2005). Structure and evolution of the world trade network. Physica A. Statistical Mechanics and its Applications, 335 (1), 138144.
Gaulier, G., & Zignago, S. (2010). BACI international trade database at product-level. The 1994–2007 version. CEPII Research Center, Working Paper (2010–23).
Goyal, S., & Joshi, S. (2006). Bilateralism and free trade. International Economic Review, 47 (3), 749778.
Gwartney, J., & Lawson, R. (2006). Economic freedom of the world 2006 annual report. Vancouver: Fraser Institute.
Gwartney, J., Lawson, R., & Block, W. (1996). Economic freedom of the world 1975–1995. Vancouver: Fraser Institute.
Gygli, S., Haelg, F., & Sturm, J.-E. (2018). The KOF globalisation index – revisited. KOF Working Paper (439).
Haas, R. N. (2008). The age of nonpolarity – What will follow US dominance. Foreign Affairs, 87 (3), 4456.
Hafner-Burton, E. M., Kahler, M., & Montgomery, A. H. (2009). Network analysis for international relations. International Organization, 63 (3), 559592.
Hafner-Burton, E. M., & Montgomery, A. (2006). Power positions. International organizations, social networks and conflict. Journal of Conflict Resolution, 50 (1), 327.
Hafner-Burton, E. M., & Montgomery, A. (2009). Globalization and the social power politics of international economic networks. In Kahler, M. (Ed.), Networked politics: Agency, networks and governance (pp. 2342). Ithaca: Cornell University Press.
Hafner-Burton, E. M., & Montgomery, A. (2010). Centrality in politics: How networks confer power. OpenSIUC, (9).
Held, D., McGrew, A., Goldblatt, D., & Perraton, J. (1999). Global transformations: Politics, economics and culture. Stanford: Stanford University Press.
Herings, P. J. J., Mauleon, A., & Vannetelbosch, V. (2009). Farsightedly stable networks. Games and Economic Behavior, 67 (2), 526541.
Heshmati, A. (2006). Measurement of a multidimensional index of globalisation. Global Economy Journal, 6 (2), 128.
Hughes, M. M., Peterson, L., Harrison, J. A., & Paxton, P. (2009). Power and relation in the world polity: The INGO network country score, 1978–1998. Social Forces, 87 (4), 17111742.
Hummell, H. J., & Sodeur, W. (1987). Strukturbeschreibung von positionen in sozialen beziehungsnetzen. In Pappi, F. U. (Ed.), Techniken der empirischen sozialforschung. Band 1: Methoden der netzwerkanalyse (pp. 177202). München: Oldenbourg Verlag.
Iammarino, S. & McCann, P. (2013). Multinationals and economic geography. Location, technology and innovation. Cheltenham, UK: Edward Elgar.
Ietto-Gillies, G. (2000). What role for multinationals in the new theories of trade and location? International Review of Applied Economics, 14 (4), 413426.
Ingram, P., Robinson, J., & Busch, M. L. (2005). The intergovernmental network of world trade: IGO connectedness, governance and embeddedness. American Journal of Sociology, 111 (3), 824858.
IOM (2004). Glossary on migration, IOM International Migration Law Series, vol. 1. Geneva: IOM.
Jackson, M., & Wolinsky, A. (1996). A strategic model of social and economic networks. Journal of Economic Theory, 71 (1), 4474.
Jacobs, L. M. & Van Rossem, R. (2014a). The BRIC phantom. A comparative analysis of the BRICs as a category of rising powers. Journal of Policy Modelling, 36 (S1), S47S66.
Jacobs, L. M. & Van Rossem, R. (2014b). Political prominence and the world-system: Can political globalization counter core hegemony?. In Wallerstein, I., Chase-Dunn, C., & Suter, C. (Eds.), Overcoming global inequalities, Boulder: Paradigm Publishers.
Jandhyala, S., Henisz, W. J., & Mansfield, E. D. (2011). Three waves of BITs: The global diffusion of foreign investment policy. The Journal of Conflict Resolution, 55 (6), 10471073.
Jayet, H., Ukrayinchuk, N. & De Arcangelis, G. (2010). The location of immigrants in Italy: disentangling networks and local effects. Annals of Economics and Statistics, 9798, 329350.
Joseph, A. C., Joseph, S. E., & Chen, G. (2014). Cross-border portfolio investment networks and indicators for financial crises. Scientific Reports, 4, 3991. DOI:
Joyez, C. (2017). On the topological structure of multinationals network. Physica A, 473, 578588.
Kaluza, P., Kölsch, A., Gastner, M. T., & Blasius, B. (2010). The complex network of global cargo ship movements. Journal of the Royal Society Interface, 7 (48), 10931103.
Keohane, R. O., & Nye, J. S. (1998). Power and Interdependence in the Information Age. Foreign Affairs, 77 (5), 8194.
Kick, E. L., & Davis, B. L. (2001). World-system structure and change. American Behavioral Scientist, 44 (10), 15611578.
Kim, R. E. (2013). The emergent network structure of the multilateral environmental agreement system. Global Environmental Change, 23 (5), 980991.
Kluver, R., & Fu, W. (2004). The cultural globalization index. Foreign Policy. (
KOF (2011). KOF index of globalization 2011. Economic crisis slows down globalization. KOF Press Release, 18 March (
Lake, J. (2017). Free trade agreements as dynamic farsighted networks. Economic Inquiry, 55 (1), 3150.
Lloyd, P., Mahutga, M. C. & De Leeuw, J. (2009). Looking back and forging ahead: Thirty years of social network research on the world-system. Journal of World-Systems Research, 15 (1), 4885.
Lockwood, B. (2001). How robust is the foreign policy/kearney index of globalisation?. University of Warwick, Centre for the Study of Globalisation and Regionalisation, CSGR Working Paper (79/01).
Lockwood, B. (2004). “How robust is the foreign policy/kearney globalisation index? The World Economy, 27 (4), 507523.
Lockwood, B., & Redoano, M. (2005). The CSGR globalisation index: An introductory guide. University of Warwick, CSGR Working Paper (155/04).
López-Claros, A., Porter, M., Sala-i-Martín, X., & Schwab, K. (Eds.) (2006). Global competitiveness report 2006–2007. London: Palgrave McMillan.
Mahutga, M. C. (2006). The persistence of structural inequality? A network analysis of international trade, 1965–2000. Social Forces, 84 (4), 18631889.
Mahutga, M. C., & Smith, D. A. (2011). Globalization, the structure of the world economy and economic development. Social Science Research, 40 (1), 257272.
Maier, G., & Vyborny, M. (2005). Internal Migration Between US States. A Social Network Analysis, SRE - Discussion Papers (2005/04), Institut für Regional- und Umweltwirtschaft, WU Vienna University of Economics and Business, Vienna.
Manger, M. S., Pickup, M. A., & Snijders, T. A. B. (2012). A hierarchy of preferences: A longitudinal network analysis approach to PTA formation. Journal of Conflict Resolution, 56 (5), 853878.
Maoz, Z. (2011). Networks of nations: The evolution, structure and impact of international networks, 1816–2001. New York: Cambridge University Press.
Maoz, Z., Kuperman, R. D., Terris, L. G., & Talmud, I. (2006). Structural equivalence and international conflict: A social network analysis. Journal of Conflict Resolution, 50 (5), 644689.
Marques, H. (2010). Migration creation and diversion in the European union: Is central and Eastern Europe a ‘natural’ member of the single market for labour? Journal of Common Market Studies, 48 (2), 265291.
Martens, P., Caselli, M., De Lombaerde, P., Figge, L., & Scholte, J. A. (2015). New directions in globalization indices. Globalizations, 12 (2), 217228.
Martens, P., & Raza, M. (2008). An Updated Maastricht Globalisation Index, Universiteit Maastricht, ICIS Working Paper (08020).
Martens, P., & Zywietz, D. (2004). Rethinking Globalisation. A Modified Globalisation Index, University College Maastricht, e-Readers, LS212.
Martens, P., & Zywietz, D. (2006). Rethinking globalization. A modified globalization index. Journal of International Development, 18 (3), 331350.
Mauleon, A., Song, H., & Vannetelbosch, V. (2010). Networks of free trade agreements among heterogeneous countries. Journal of Public Economic Theory, 12 (3), 471500.
Metulini, R., Riccaboni, M., Sgrignoli, P., & Zhu, Z. (2017). The indirect effects of FDI on trade: A network perspective. IMT Lucca EIC Working Paper Series (04/2017).
Morgenthau, H. J. (1960). Politics among nations. The struggle for power and peace, 3rd ed. New York: Knopf.
Munshi, K. (2003). Networks in the modern economy: Mexican migrants in the US labor market. The Quarterly Journal of Economics, 118 (2), 549599.
Nemeth, R. J., & Smith, D. A. (1985). International trade and world-system structure: A multiple network analysis. Fernand Braudel Center Review, 8 (4), 517560.
OECD (2005). Measuring globalisation: OECD handbook on economic globalisation indicators. Paris: OECD.
Özden, Ç., Parsons, C. R., Schiff, M., & Walmsley, T. L. (2011). Where on earth is everybody? The evolution of global bilateral migration 1960–2000. The World Bank Policy Research Working Paper (5709).
Parsons, C. R., Skeldon, R., Walmsley, T. L., & Winters, L. A. (2007). Quantifying international migration: A database of bilateral migrant stocks. The World Bank Policy Research Working Paper (S4165).
Piccardi, C., & Tajoli, L. (2012). Existence and significance of communities in the World Trade Web, con C. Piccardi. Physical Review E, 85, 066119.
Piccardi, C., & Tajoli, L. (2015). Are preferential agreements significant for the world trade structure? A network community analysis. Kyklos, 68 (2), 220239.
Potrafke, N. (2014). The evidence on globalization. The World Economy, 38 (3), 509552.
Randolph, J. (2001). G-index: Globalisation measured. London: World Markets Research Center.
Rennen, W., & Martens, P. (2003). The globalisation timeline. Integrated Assessment, 4 (3), 137144.
Reyes, J., Wooster, R., & Shirrell, S. (2014). Regional trade agreements and the pattern of trade: A networks approach. The World Economy, 37 (8), 11281151.
Rozenas, A., Minhas, S., & Ahlquist, J. (2017). Modeling asymmetric relationships from symmetric networks. preprint, arXiv:1711.03838.
Rugman, A. M. (2005). The regional multinationals. Cambridge: Cambridge University Press.
Rugman, A. M. (2008). Regional multinationals and the myth of globalization. In Cooper, A. F., Hughes, C. W., & De Lombaerde, P. (Eds.), Regionalisation and global governance. The taming of globalisation? (pp. 99117). Abingdon-New York: Routledge.
Rugman, A. M., & Verbeke, A. (2004). A perspective on regional and global strategies of multinational enterprises. Journal of International Business Studies, 35 (1), 318.
Saban, D., Bonomo, F. & Stier-Moses, N. E. (2010). Analysis and models of bilateral investment treaties using a social networks approach. Physica A, 389 (17), 36613673.
Saggi, K., & Yildiz, H. M. (2010). Bilateralism, multilateralism, and the quest for global free trade. Journal of International Economics, 81 (1), 2637.
Saggi, K., & Yildiz, H. M. (2011). Bilateral trade agreements and the feasibility of multilateral free trade. Review of International Economics, 19 (2), 356373.
Scholte, J. A. (2002). What is globalisation? The definitional issue – again, university of warwick, centre for the study of globalisation and regionalisation. CSGR Working Paper (109/02).
Scholte, J. A. (2005). Globalization: A critical introduction. Basingstoke: Palgrave Macmillan.
Seaquist, J. W., Johansson, E. L., & Nicholas, K. A. (2014). Architecture of the global land acquisition system: Applying the tools of network science to identify key vulnerabilities. Environmental Research Letters, 9 (11), 114006.
Serrano, M. A., & Boguña, M. (2003). Topology of the world trade web. Physical Review E, 68 (1), 015101(R).
Serrano, M. A., Boguña, M., & Vespignani, A. (2007). Patterns of dominant flows in the world trade web. Journal of Economic Interaction and Coordination, 2 (2), 111124.
Smith, D. A., & White, D. R. (1992). Structure and dynamics of the global economy: Network analysis of international trade 1965–1980. Social Forces, 70 (4), 857893.
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), 10961126.
Song, D. M., Jiang, Z. Q., & Zhou, W. X. (2009). Statistical properties of world investment networks. Physica A, 388 (12), 24502460.
Subramanian, A., & Wei, S.-J. (2007). The WTO promotes trade, strongly but unevenly. Journal of International Economics, 72, 151175.
Taylor, P. J. (2004). World city network. A global urban analysis. London: Routledge.
Taylor, P. J., Catalano, G., & Walker, D. R. F. (2002). Measurement of the world city network. Urban Studies, 39 (13), 23672376.
Turkina, E., Van Assche, A., & Kali, R. (2016). Structure and evolution of global cluster networks: Evidence from the aerospace industry. Journal of Economic Geography, 16 (6), 12111234.
UNDESA (2008). United Nations global migration database. New York: UN.
UNDESA (2013). Trends in international migrant stock: The 2013 revision – migrants by destination and origin. CD-ROM documentation. New York: UNDESA, (POP/DB/MIG/Stock/Rev.2013/Origin).
UNDP (1998). Human development report. Oxford: Oxford University Press.
UNSD (1998). Recommendations on statistics of international migration – revision 1. New York: UN Statistics Division.
Valková, I. (2017). Centrality in the network of regional trade agreements: Effects on the strategies of the arctic claimant states. International Area Studies Review, 20 (2), 122143.
Van Rossem, R. (1996). The world-system paradigm as general theory of development: A cross-national test. American Sociological Review, 61 (3), 508527.
Vitali, S., & Battiston, S. (2011). Geography versus topology in the European ownership network. New Journal of Physics, 13 (6), 063021. doi:10.1088/1367-2630/13/6/063021.
Vitali, S., & Battiston, S. (2014). The community structure of the global corporate network. PLoS ONE, 9 (8), e104655. DOI:
Vitali, S., Glattfelder, J. B., & Battiston, S. (2011). The network of global corporate control. PLoS ONE, 6 (10), e25995. DOI: 10.1371/journal.pone.0025995
Vujakovic, P. (2010). How to measure globalisation? A new globalisation index (NGI). FIW Working Paper (46).
Wallerstein, I. M. (1974). The modern world-system. New York: Academic Press.
Waltz, K. N. (1979). Theory of international politics. New York: McGraw-Hill.
Ward, M. D., Ahlquist, J., & Rozenas, A. (2013). Gravity's rainbow: A dynamic latent space model for the world trade network. Network Science, 1 (1), 95118.
Wasserman, S., & Faust, K. (1994). Social network analysis. Methods and applications. New York: Cambridge University Press.
White, H. C., Boorman, S. A., & Breiger, R. L. (1976). Social structure from multiple networks. 1. Blockmodels of roles and positions. American Journal of Sociology, 81 (4), 730780.
Winship, C. and Mandel, M. (1983). Roles and positions: A critique and extension of the blockmodeling approach. Sociological Methodology, 14, 314344.
World Bank (2008). World development report 2009: Re-Shaping economic geography. Washington: The World Bank.
WTO (2011). The WTO and preferential trade agreements: From co-existence to coherence. World Trade Report, Geneva: World Trade Organization.
Zanfei, A. (2000). Transnational firms and the changing organisation of innovative activities. Cambridge Journal of Economics, 24, 515542.
Zhang, J., Cui, Z., & Zu, L. (2014). The evolution of free trade networks. Journal of Economic Dynamics & Control, 38, 7286.
Zhang, J., Xue, L., & Zu, L. (2013). Farsighted free trade networks. International Journal of Game Theory, 42, 375398.
Zhang, S., Wang, L., Liu, Z., & Wang, X. (2016). Evolution of international trade and investment networks. Physica A, 462, 752763.
Zhou, M., & Park, C. (2012). The cohesion effect of structural equivalence on global bilateral trade, 1948–2000. International Sociology, 27 (4), 502523.
Zywietz, D. (2003). Measuring globalisation. Constructing a modified indicator. Maastricht: Faculty of Economics and Business Administration, Maastricht University.
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