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2022 | OriginalPaper | Buchkapitel

A Networked Global Economy: The Role of Social Capital in Economic Growth

verfasst von : Jaime Oliver Huidobro, Alberto Antonioni, Francesca Lipari, Ignacio Tamarit

Erschienen in: Complex Networks & Their Applications X

Verlag: Springer International Publishing

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Abstract

Understanding the drivers of economic growth is one of the fundamental questions in Economics. While the role of the factors of production—capital and labor—is well understood, the mechanisms that underpin Total Factor Productivity (TFP) are not fully determined. A number of heterogeneous studies point to the creation and transmission of knowledge, factor supply, and economic integration as key aspects; yet a need for a systematic and unifying framework still exists. Both capital and labor are embedded into a complex network structure through global supply chains and international migration, and it has been shown that the structure of global trade plays an important role in economic growth. Additionally, recent research has established a link between types of social capital and different network centralities. In this paper we explore the role of these measures of social capital as drivers of the TFP. By leveraging the EORA Multi Regional Input Output and the UN International Migration databases we build the complex network representation for capital and labor respectively. We compile a panel data set covering 155 economies and 26 years. Our results indicate that social capital in the factors of production network significantly drives economic output through TFP.

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Fußnoten
1
The variance inflation factor (VIF) quantifies the severity of multicollinearity in an ordinary least squares regression analysis. To calculate the VIF of every feature, we regress it against all other features and compute \(VIF_i=1/(1-R^2_i)\).
 
Literatur
1.
Zurück zum Zitat Solow, R.M.: Technical change and the aggregate production function. Rev. Econ. Stat. 39(3), 312–320 (1957)MathSciNetCrossRef Solow, R.M.: Technical change and the aggregate production function. Rev. Econ. Stat. 39(3), 312–320 (1957)MathSciNetCrossRef
2.
Zurück zum Zitat Romer, P.M.: Endogenous technological change. J. Polit. Econ. 98(5, Part 2), S71–S102 (1990)CrossRef Romer, P.M.: Endogenous technological change. J. Polit. Econ. 98(5, Part 2), S71–S102 (1990)CrossRef
3.
Zurück zum Zitat Ramsey, F.P.: A mathematical theory of saving. Econ. J. 38(152), 543–559 (1928)CrossRef Ramsey, F.P.: A mathematical theory of saving. Econ. J. 38(152), 543–559 (1928)CrossRef
4.
Zurück zum Zitat Maradana, R.P., Pradhan, R.P., Dash, S., Gaurav, K., Jayakumar, M., Chatterjee, D.: Does innovation promote economic growth? Evidence from European countries. J. Innov. Entrep. 6(1), 1 (2017)CrossRef Maradana, R.P., Pradhan, R.P., Dash, S., Gaurav, K., Jayakumar, M., Chatterjee, D.: Does innovation promote economic growth? Evidence from European countries. J. Innov. Entrep. 6(1), 1 (2017)CrossRef
6.
Zurück zum Zitat Wooster, R.B., Diebel, D.S.: Productivity spillovers from foreign direct investment in developing countries: a meta-regression analysis. Rev. Dev. Econ. 14(3), 640–655 (2010)CrossRef Wooster, R.B., Diebel, D.S.: Productivity spillovers from foreign direct investment in developing countries: a meta-regression analysis. Rev. Dev. Econ. 14(3), 640–655 (2010)CrossRef
7.
Zurück zum Zitat Bell, M., Marin, A.: Where do foreign direct investment-related technology spillovers come from in emerging economies? An exploration in argentina in the 1990s. Eur. J. Dev. Res. 16(3), 653–686 (2004)CrossRef Bell, M., Marin, A.: Where do foreign direct investment-related technology spillovers come from in emerging economies? An exploration in argentina in the 1990s. Eur. J. Dev. Res. 16(3), 653–686 (2004)CrossRef
8.
Zurück zum Zitat Marin, A., Bell, M.: Technology spillovers from Foreign Direct Investment (FDI): the active role of MNC subsidiaries in Argentina in the 1990s. J. Dev. Stud. 42(4), 678–697 (2006)CrossRef Marin, A., Bell, M.: Technology spillovers from Foreign Direct Investment (FDI): the active role of MNC subsidiaries in Argentina in the 1990s. J. Dev. Stud. 42(4), 678–697 (2006)CrossRef
9.
Zurück zum Zitat Goto, A., Odagiri, H.: Building technological capabilities with or without inward direct investment: the case of Japan. Competitiveness, FDI and Technological Activity in East Asia, Cheltenham: Edward Elgar, pp. 83–102 (2003) Goto, A., Odagiri, H.: Building technological capabilities with or without inward direct investment: the case of Japan. Competitiveness, FDI and Technological Activity in East Asia, Cheltenham: Edward Elgar, pp. 83–102 (2003)
10.
Zurück zum Zitat Mayer, J.: Technology diffusion, human capital and economic growth in devaluing countries. UNCTAD Discussion Paper 154, United Nations Conference on Trade and Development (2001) Mayer, J.: Technology diffusion, human capital and economic growth in devaluing countries. UNCTAD Discussion Paper 154, United Nations Conference on Trade and Development (2001)
11.
Zurück zum Zitat Bove, V., Elia, L.: Migration, diversity, and economic growth. World Dev. 89, 227–239 (2017)CrossRef Bove, V., Elia, L.: Migration, diversity, and economic growth. World Dev. 89, 227–239 (2017)CrossRef
12.
Zurück zum Zitat Siar, S.V.: Skilled migration, knowledge transfer and development: the case of the highly skilled Filipino migrants in New Zealand and Australia. J. Curr. Southeast Asian Affairs 30(3), 61–94 (2011)CrossRef Siar, S.V.: Skilled migration, knowledge transfer and development: the case of the highly skilled Filipino migrants in New Zealand and Australia. J. Curr. Southeast Asian Affairs 30(3), 61–94 (2011)CrossRef
13.
Zurück zum Zitat Brunow, S., Nijkamp, P., Poot, J.: The impact of international migration on economic growth in the global economy. In: Handbook of the Economics of International Migration, vol. 1, pp. 1027–1075. Elsevier (2015) Brunow, S., Nijkamp, P., Poot, J.: The impact of international migration on economic growth in the global economy. In: Handbook of the Economics of International Migration, vol. 1, pp. 1027–1075. Elsevier (2015)
14.
Zurück zum Zitat Ulubasoglu, M.A., Doucouliagos, C.: Institutions and economic growth: a systems approach. In: Econometric Society 2004, Australasian Meetings Paper No, vol. 63 (2004) Ulubasoglu, M.A., Doucouliagos, C.: Institutions and economic growth: a systems approach. In: Econometric Society 2004, Australasian Meetings Paper No, vol. 63 (2004)
15.
Zurück zum Zitat Bekaert, G., Harvey, C.R., Lundblad, C.T.: Financial openness and productivity. SSRN Scholarly Paper ID 1358574, Social Science Research Network, Rochester, NY, May 2010 Bekaert, G., Harvey, C.R., Lundblad, C.T.: Financial openness and productivity. SSRN Scholarly Paper ID 1358574, Social Science Research Network, Rochester, NY, May 2010
18.
Zurück zum Zitat Cadot, O., Carrère, C., Strauss-Kahn, V.: Export diversification: what’s behind the hump? Rev. Econ. Stat. 93, 590–605 (2011)CrossRef Cadot, O., Carrère, C., Strauss-Kahn, V.: Export diversification: what’s behind the hump? Rev. Econ. Stat. 93, 590–605 (2011)CrossRef
19.
Zurück zum Zitat d’Albis, H., Boubtane, E., Coulibaly, D.: Immigration and public finances in OECD countries. J. Econ. Dyn. Control 99, 116–151 (2019)MathSciNetCrossRefMATH d’Albis, H., Boubtane, E., Coulibaly, D.: Immigration and public finances in OECD countries. J. Econ. Dyn. Control 99, 116–151 (2019)MathSciNetCrossRefMATH
20.
Zurück zum Zitat d’Albis, H., Boubtane, E., Coulibaly, D.: Macroeconomic evidence suggests that asylum seekers are not a “burden’’ for Western European countries. Sci. Adv. 4(6), eaaq0883 (2018)CrossRef d’Albis, H., Boubtane, E., Coulibaly, D.: Macroeconomic evidence suggests that asylum seekers are not a “burden’’ for Western European countries. Sci. Adv. 4(6), eaaq0883 (2018)CrossRef
21.
Zurück zum Zitat Schweitzer, F., Fagiolo, G., Sornette, D., Vega-Redondo, F., Vespignani, A., White, D.R.: Economic networks: the new challenges. Science 325, 422–425 (2009)MathSciNetCrossRefMATH Schweitzer, F., Fagiolo, G., Sornette, D., Vega-Redondo, F., Vespignani, A., White, D.R.: Economic networks: the new challenges. Science 325, 422–425 (2009)MathSciNetCrossRefMATH
22.
Zurück zum Zitat Fagiolo, G., Reyes, J., Schiavo, S.: The evolution of the world trade web: a weighted-network analysis. J. Evol. Econ. 20(4), 479–514 (2010)CrossRef Fagiolo, G., Reyes, J., Schiavo, S.: The evolution of the world trade web: a weighted-network analysis. J. Evol. Econ. 20(4), 479–514 (2010)CrossRef
23.
Zurück zum Zitat Fagiolo, G., Reyes, J., Schiavo, S.: World-trade web: topological properties, dynamics, and evolution. Phys. Rev. E 79(3), 036115 (2009)MathSciNetCrossRef Fagiolo, G., Reyes, J., Schiavo, S.: World-trade web: topological properties, dynamics, and evolution. Phys. Rev. E 79(3), 036115 (2009)MathSciNetCrossRef
24.
Zurück zum Zitat Todorova, Z.: Firm returns and network centrality. Risk Gov. Control Financ. Mark. Inst. 9(3), 74–82 (2019) Todorova, Z.: Firm returns and network centrality. Risk Gov. Control Financ. Mark. Inst. 9(3), 74–82 (2019)
25.
Zurück zum Zitat Davis, K.F., D’Odorico, P., Laio, F., Ridolfi, L.: Global spatio-temporal patterns in human migration: a complex network perspective. PLoS ONE 8(1), e53723 (2013)CrossRef Davis, K.F., D’Odorico, P., Laio, F., Ridolfi, L.: Global spatio-temporal patterns in human migration: a complex network perspective. PLoS ONE 8(1), e53723 (2013)CrossRef
26.
Zurück zum Zitat Fagiolo, G., Mastrorillo, M.: International migration network: topology and modeling. Phys. Rev. E 88(1), 012812 (2013)CrossRef Fagiolo, G., Mastrorillo, M.: International migration network: topology and modeling. Phys. Rev. E 88(1), 012812 (2013)CrossRef
27.
Zurück zum Zitat Windzio, M.: The network of global migration 1990–2013: using ERGMs to test theories of migration between countries. Soc. Netw. 53, 20–29 (2018)CrossRef Windzio, M.: The network of global migration 1990–2013: using ERGMs to test theories of migration between countries. Soc. Netw. 53, 20–29 (2018)CrossRef
28.
Zurück zum Zitat Jackson, M.O.: A typology of social capital and associated network measures. SSRN Electron. J. (2017) Jackson, M.O.: A typology of social capital and associated network measures. SSRN Electron. J. (2017)
29.
Zurück zum Zitat Sandim, H., Azevedo, D., da Silva, A.P.C., Moro, M.: The role of social capital in information diffusion over twitter: a study case over Brazilian posts. In BiDu-Posters@VLDB (2018) Sandim, H., Azevedo, D., da Silva, A.P.C., Moro, M.: The role of social capital in information diffusion over twitter: a study case over Brazilian posts. In BiDu-Posters@VLDB (2018)
30.
Zurück zum Zitat Semih Akçomak, İ., ter Weel, B.: Social capital, innovation and growth: evidence from Europe. Eur. Econ. Rev. 53(5), 544–567 (2009) Semih Akçomak, İ., ter Weel, B.: Social capital, innovation and growth: evidence from Europe. Eur. Econ. Rev. 53(5), 544–567 (2009)
31.
Zurück zum Zitat Norbutas, L., Corten, R.: Network structure and economic prosperity in municipalities: a large-scale test of social capital theory using social media data. Soc. Netw. 52, 120–134 (2018)CrossRef Norbutas, L., Corten, R.: Network structure and economic prosperity in municipalities: a large-scale test of social capital theory using social media data. Soc. Netw. 52, 120–134 (2018)CrossRef
32.
Zurück zum Zitat Fafchamps, M., Minten, B.: Social capital and agricultural trade. Am. J. Agr. Econ. 83(3), 680–685 (2001)CrossRef Fafchamps, M., Minten, B.: Social capital and agricultural trade. Am. J. Agr. Econ. 83(3), 680–685 (2001)CrossRef
33.
Zurück zum Zitat Cobb, C.W., Douglas, P.H.: A theory of production. Am. Econ. Rev. 18(1), 139–165 (1928) Cobb, C.W., Douglas, P.H.: A theory of production. Am. Econ. Rev. 18(1), 139–165 (1928)
34.
Zurück zum Zitat Mapping the Structure of the World Economy \(|\) Environmental Science & Technology Mapping the Structure of the World Economy \(|\) Environmental Science & Technology
35.
Zurück zum Zitat Banerjee, A., Chandrasekhar, A.G., Duflo, E., Jackson, M.O.: The diffusion of microfinance. Science 341(6144), 1–49 (2013)CrossRef Banerjee, A., Chandrasekhar, A.G., Duflo, E., Jackson, M.O.: The diffusion of microfinance. Science 341(6144), 1–49 (2013)CrossRef
36.
Zurück zum Zitat Banerjee, A.V., Chandrasekhar, A.G., Duflo, E., Jackson, M.O.: Using gossips to spread information: theory and evidence from two randomized controlled trials. SSRN Scholarly Paper ID 2425379, Social Science Research Network, Rochester, NY, May 2017 Banerjee, A.V., Chandrasekhar, A.G., Duflo, E., Jackson, M.O.: Using gossips to spread information: theory and evidence from two randomized controlled trials. SSRN Scholarly Paper ID 2425379, Social Science Research Network, Rochester, NY, May 2017
37.
Zurück zum Zitat Kleinberg, J.M., Newman, M., Barabási, A.-L., Watts, D.J.: Authoritative Sources in a Hyperlinked Environment. Princeton University Press, Princeton (2011)CrossRef Kleinberg, J.M., Newman, M., Barabási, A.-L., Watts, D.J.: Authoritative Sources in a Hyperlinked Environment. Princeton University Press, Princeton (2011)CrossRef
38.
Zurück zum Zitat Rungi, A., Fattorini, L., Huremovic, K.: Measuring the input rank in global supply networks. arXiv:2001.08003 [econ, q-fin], January 2020 Rungi, A., Fattorini, L., Huremovic, K.: Measuring the input rank in global supply networks. arXiv:​2001.​08003 [econ, q-fin], January 2020
39.
Zurück zum Zitat Cerina, F., Zhu, Z., Chessa, A., Riccaboni, M.: World input-output network. PLoS ONE 10(7), e0134025 (2015)CrossRef Cerina, F., Zhu, Z., Chessa, A., Riccaboni, M.: World input-output network. PLoS ONE 10(7), e0134025 (2015)CrossRef
40.
Zurück zum Zitat Leontief, W.: Input-Output Economics. Oxford University Press, March 1986. Google-Books-ID: HMnQCwAAQBAJ Leontief, W.: Input-Output Economics. Oxford University Press, March 1986. Google-Books-ID: HMnQCwAAQBAJ
41.
Zurück zum Zitat United Nations Population Division, Department of Economic and Social Affairs. UN migration database United Nations Population Division, Department of Economic and Social Affairs. UN migration database
42.
Zurück zum Zitat Valente, T.W., Coronges, K., Lakon, C., Costenbader, E.: How correlated are network centrality measures? Connections (Toronto, Ont.) 28(1), 16–26 (2008) Valente, T.W., Coronges, K., Lakon, C., Costenbader, E.: How correlated are network centrality measures? Connections (Toronto, Ont.) 28(1), 16–26 (2008)
44.
Zurück zum Zitat Isard, W.: Location theory and trade theory: short-run analysis. Q. J. Econ. 68, 305–320 (1954)CrossRef Isard, W.: Location theory and trade theory: short-run analysis. Q. J. Econ. 68, 305–320 (1954)CrossRef
Metadaten
Titel
A Networked Global Economy: The Role of Social Capital in Economic Growth
verfasst von
Jaime Oliver Huidobro
Alberto Antonioni
Francesca Lipari
Ignacio Tamarit
Copyright-Jahr
2022
DOI
https://doi.org/10.1007/978-3-030-93409-5_64

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