Abstract
Cities are widely considered as the lifeblood of a nations’ economy housing the bulk of industries, commercial and trade activities, and employment opportunities. Within this economic context, multinational corporations play an important role in this economic development of cities in particular, and subsequently the countries and regions they belong to, in general. As multinational companies are spread throughout the world by virtue of ownership–subsidiary relationship, these ties create complex inter-dependent networks of cities that shape and define socio-economic status, as well as macro-regional influences impacting the world economy. In this paper, we study these networks of cities formed as a result of ties between multinational firms. We analyze these networks using intra-regional, inter-regional, and hybrid ties (conglomerate integration) as spatial motifs defined by geographic delineation of world’s economic regions. We attempt to understand how global cities position themselves in spatial and economic geographies and how their ties promote regional integration along with global expansion for sustainable growth and economic development. We study these networks over four time periods from 2010 to 2019 and discover interesting trends and patterns. The most significant result is the domination of inter-regional motifs representing cross-regional ties among cities rather than national and regional integration.
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Notes
Top 15 countries are selected based on GDP from the year 2022 https://globalpeoservices.com/top-15-countries-by-gdp-in-2022/.
Source of Data: Bureau van Dijk Electronic Publishing (http://www.bvdep.com/) and was processed as a collaboration between the Université de Lausanne (CitaDyne group) and the University of Paris (ERC GeodiverCity group)
United Nations Geoscheme (https://unstats.un.org/unsd/methodology/m49/) divides the world into 6 regions, and 17 sub-regions.
References
Adams D, Adams K, Attah-Boakye R, Ullah S, Rodgers W, Kimani D (2022) Social and environmental practices and corporate financial performance of multinational corporations in emerging markets: Evidence from 20 oil-rich african countries. Resour Policy 78:102756
Alderson AS, Beckfield J (2004) Power and position in the world city system. Am J Sociol 109(4):811–851
Alderson AS, Beckfield J, Sprague-Jones J (2010) Intercity relations and globalisation: the evolution of the global urban hierarchy, 1981–2007. Urb Stu 47(9):1899–1923
Alexandru T, Alexandru I, Mihai U, Mircea V (2014) Social cities: quality assessment of road infrastructures using a network motif approach. In: 2014 18th International Conference on System Theory, Control and Computing (ICSTCC), pp 803–808. IEEE
Alexandru I, Lilla P, Anca-Maria M, Monica L (2019) Network motifs uncovering hidden characteristics of urban public transportation. In: 2019 IEEE 15th International Scientific Conference on Informatics, pp 000143–000148. IEEE
Alon U (2007) Network motifs: theory and experimental approaches. Nat Rev Genet 8(6):450–461
Bianchi C, Galaso P, Palomeque S (2023) The trade-offs of brokerage in inter-city innovation networks. Reg Stud 57(2):225–238
Blomström M, Kokko A (1998) Multinational corporations and spillovers. J Econ Surv 12(3):247–277
Blumenfeld-Lieberthal E (2009) The topology of transportation networks: a comparison between different economies. Netw Spat Econ 9(3):427–458
Buckley PJ, Casson M (2020) The internalization theory of the multinational enterprise: past, present and future. Br J Manag 31(2):239–252
Cao Z, Derudder B, Dai L, Peng Z (2022) buzz-and-pipeline dynamics in chinese science: the impact of interurban collaboration linkages on cities innovation capacity. Reg Stud 56(2):290–306
Celine R (2021) Intracity and intercity networks of multinational firms, 2010-2019, chapter 25, pp 511–556. Edward Elgar Publishing,
Christine K, Tara S (2017) Opportunities and challenges for multinational corporations at the base of the pyramid. Sustainability Challenges and Solutions at the Base of the Pyramid, pp 387–409
Csomós G et al (2017) Cities as command and control centres of the world economy: an empirical analysis, 2006–2015. Bull Geogr Socio-Econ Ser 38(38):7–26
Currid E (2006) New york as a global creative hub: a competitive analysis of four theories on world cities. Econ Dev Q 20(4):330–350
De Backer K, Sebastien M (2018) Multinational enterprises in the global economy. heavily debated but hardly measured. Policy Note. OECD Publishing Paris. Accessed Jan, 15:2020
Derudder B, Witlox F, Catalano G (2003) Hierarchical tendencies and regional patterns in the world city network: a global urban analysis of 234 cities. Regional Studies, 37(9):875–886
Diao M (2018) Does growth follow the rail? the potential impact of high-speed rail on the economic geography of china. Transp Res Part A: Policy Pract 113:279–290
Domingues Guilherme S, Tokuda Eric K, da F Costa Luciano (2022) City motifs as revealed by similarity between hierarchical features. arXiv preprint arXiv:2204.09104
Drennan Matthew P (1996) The dominance of international finance by london, new york and tokyo. The global economy in transition, pp 352–371
Ducruet C, Zaidi F (2012) Maritime constellations: a complex network approach to shipping and ports. Maritim Policy Manag 39(2):151–168
Fan F, Lian H, Wang S (2020) Can regional collaborative innovation improve innovation efficiency? an empirical study of chinese cities. Growth Chang 51(1):440–463
Godfrey BJ, Zhou Yu (1999) Ranking world cities: multinational corporations and the global urban hierarchy. Urban Geogr 20(3):268–281
Goerzen A, Asmussen CG, Nielsen BB (2013) Global cities and multinational enterprise location strategy. J Int Bus Stud 44(5):427–450
Hansen MW, Rugraff E (2011) Multinational corporations and local firms in emerging economies. Amsterdam University Press
Holland PW, Leinhardt S (1976) Local structure in social networks. Sociol Methodol 7:1–45
Hussain OA, Zaidi F, Rozenblat C (2019) Analyzing diversity, strength and centrality of cities using networks of multinational firms. Netw Spat Econ 19(3):791–817
Jin Y, Wei Y, Xiu C, Song W, Yang K (2019) Study on structural characteristics of china’s passenger airline network based on network motifs analysis. Sustainability 11(9):2484
Joyez C (2019) Alignment of multinational firms along global value chains: a network-based perspective. GREDEG Working Papers 2019-05, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d’Azur, France, February
Kashtan N, Itzkovitz S, Milo R, Alon U (2002) Mfinder tool guide. Technical report, Weizman Institute of Science
Kraetke S (2014) How manufacturing industries connect cities across the world: extending research on ‘multiple globalizations’. Global Netw 14(2):121–147
Lacroix V, Fernandes CG, Sagot M-F (2006) Motif search in graphs: application to metabolic networks. Comput Biol Bioinform IEEE/ACM Trans 3(4):360–368
Lammarino S, McCann P (2013) Multinationals and Economic Geography. Edward Elgar Publishing Limited, Cheltenham, UK
Le Billon P (2004) The geopolitical economy of resource wars. Geopolitics 9(1):1–28
Lei D, Chen X, Cheng L, Zhang L, Ukkusuri SV, Witlox F (2020) Inferring temporal motifs for travel pattern analysis using large scale smart card data. Transp Res Part C: Emerg Technols 120:102810
Maeckelbergh M (2012) Mobilizing to stay put: housing struggles in New York city. Int J Urban Reg Res 36(4):655–673
Mahutga MC, Ma X, Smith DA, Timberlake M (2010) Economic globalisation and the structure of the world city system: the case of airline passenger data. Urb Stud 47(9):1925–1947
Masoudi-Nejad A, Omidi S, Schreiber F (2009) Moda: an efficient algorithm for network motif discovery in biological networks. Genes Genet Syst 84(5):385–395
Milo R, Shen-Orr S, Itzkovitz S, Kashtan N, Chklovskii D, Alon U (2002) Network motifs: simple building blocks of complex networks. Science 298(5594):824–827
Palan R, Murphy R, Chavagneux C (2010) Tax havens: How globalization really works. Cornell University Press
Pan F, He Z, Fang C, Yang B, Liang J (2018) World city networks shaped by the global financing of chinese firms: a study based on initial public offerings of chinese firms on the hong kong stock exchange, 1999–2017. Netw Spat Econ 18(3):751–772
Pflieger G, Rozenblat C (2010) Introduction. Urban networks and network theory: the city as the connector of multiple networks. Urb Stud 47(13):2723–35
Rondinelli DA, Berry MA (2000) Environmental citizenship in multinational corporations: social responsibility and sustainable development. Eur Manag J 18(1):70–84
Rozenblat C, Zaidi F, Bellwald A (2017) The multipolar regionalization of cities in multinational firms’ networks. Global Netw 17(2):171–194
Saleem MA, Zaidi F, Rozenblat C (2023) World city networks and multinational firms: an analysis of economic ties over a decade. Netw Spat Econ 1:1–20
Sallaberry A, Zaidi F, Melançon G (2013) Model for generating artificial social networks having community structures with small-world and scale-free properties. Soc Netw Anal Min 3:597–609
Sassen S (2011) Cities in a world economy. Sage Publications
Sassen S (2001) The Global City, vol f, 2 edition. Princeton University Press, New York, London, Tokyo
Scott AJ, Storper M (2015) The nature of cities: the scope and limits of urban theory. Int J Urb Reg Res 39(1):1–15
Sethi SP (2012) Multinational corporations and the impact of public advocacy on corporate strategy: Nestle and the infant formula controversy, vol 6. Springer Science & Business Media
Shuo Y, Yufan F, Da Z, Hayat B, Bo X, Feng X (2020) Motif discovery in networks: a survey. Comput Sci Rev, 37:100267–100278 https://www.sciencedirect.com/science/article/abs/pii/S1574013719302850
Sigler T, Martinus K, Loginova J (2021) Socio-spatial relations observed in the global city network of firms. PLoS ONE 16:e0255461
Silva TC, Amancio DR, Tabak BM (2022) Modeling supply-chain networks with firm-to-firm wire transfers. Expert Syst Appl 190:116162
Song KI, Milner Helen V (2019) Multinational corporations and their influence through lobbying on foreign policy. Multinational Corporations in a Changing Global Economy
Stone L, Roberts A (1992) Competitive exclusion, or species aggregation? Oecologia 91(3):419–424
Stone L, Simberloff D, Artzy-Randrup Y (2019) Network motifs and their origins. PLoS Comput Biol 15(4):e1006749
Taylor PJ (2005) Leading world cities: empirical evaluations of urban nodes in multiple networks. Urb Stud 42(9):1593–1608
Taylor P, Derudder B (2015) World city network: a global urban analysis. Routledge
Topirceanu A, Duma A, Udrescu M (2016) Uncovering the fingerprint of online social networks using a network motif based approach. Comput Commun 73:167–175
Wall RS, Van der Knaap GA (2011) Sectoral differentiation and network structure within contemporary worldwide corporate networks. Econ Geogr 87(3):267–308
Yao L, Li J, Li J (2020) Urban innovation and intercity patent collaboration: a network analysis of china’s national innovation system. Technol Forecast Soc Chang 160:120185
Zhu T, Aranda LY, Valerie-Joy S (2015) What do multinational firms want from cities? Technical report, World Bank, Washington, DC
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MYM and JH performed the experiments and wrote the first version of the paper. FZ and CR reviewed and revised the paper, added Results and Discussion section, and provided the literature review.
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Mehmood, M.Y., Haqqani, S.J., Zaidi, F. et al. Economic hubs and the domination of inter-regional ties in world city networks. Soc. Netw. Anal. Min. 13, 125 (2023). https://doi.org/10.1007/s13278-023-01134-4
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DOI: https://doi.org/10.1007/s13278-023-01134-4