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Global production networks and the analysis of economic development
Open accessAbstract
This article outlines a framework for the analysis of economic integration and its relation to the asymmetries of economic and social development. Consciously breaking with state-centric forms of social science, it argues for a research agenda that is more adequate to the exigencies and consequences of globalization than has traditionally been the case in 'development studies'. Drawing on earlier attempts to analyse the cross-border activities of firms, their spatial configurations and developmental consequences, the article moves beyond these by proposing the framework of the 'global production network' (GPN). It explores the conceptual elements involved in this framework in some detail and then turns to sketch a stylized example of a GPN. The article concludes with a brief indication of the benefits that could be delivered by research informed by GPN analysis.
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“As part of these efforts, Henderson et al.'s (2002) GPN 1.0 schema emphasized the complex intra-, inter-, and extra-firm networks involved in any economic activity, and elaborated on how these are structured both organizationally and geographically.”
From Global value chains: A review of the multi-disciplinary literature (2020) · cites this paper as Henderson et al. (2002)
In the citing paper
“The GPN concept was developed in the late 1990s by a group of researchers in economic geography, and emerged from a growing dissatisfaction with existing theories of economic development that failed to account for the increasingly complex, networked nature of production activities, which spanned across national borders and led to uneven development in different regions and countries (Coe & Yeung,”
From Global value chains: A review of the multi-disciplinary literature (2020) · cites this paper as Henderson et al., 2002
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Citations
Cites
Economic Action and Social Structure: The Problem of Embeddedness
Granovetter, M. (1985) · American Journal of Sociology · doi:10.1086/228311 · Cited by 28,745
The Competitive Advantage of Nations
Clark, T. W., & Porter, M. (1991) · Journal of Marketing · doi:10.2307/1251962 · Cited by 17,454
The Competitive Advantage of Nations
Porter, M. E. (1990) · doi:10.1007/978-1-349-11336-1 · Cited by 15,654
Competitive Advantage: Creating and Sustaining Superior Performance
Porter, M. E. (1985) · Cited by 14,725
Economic Development with Unlimited Supplies of Labour
Lewis, W. (1954) · Manchester School · doi:10.1111/j.1467-9957.1954.tb00021.x · Cited by 10,808
The Strategy of Economic Development
Linder, S. B., & Hirschman, A. O. H. (1959) · Ekonomisk Tidskrift · doi:10.2307/3438684 · Cited by 6,251
Competitive advantage: creating and sustaining superior performance
Ponter, M. E. (1998) · Cited by 5,821
Embedded Autonomy: States and Industrial Transformation
Evans, P. B. (1995) · doi:10.1515/9781400821723 · Cited by 4,238
Multinational Enterprises and the Global Economy.
McCaffrey, D. P., & Dunning, J. H. (1995) · Administrative Science Quarterly · doi:10.2307/2393707 · Cited by 3,903
Actor Network Theory and After
Stark, D. E., Law, J., & Hassard, J. S. (2001) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2654376 · Cited by 3,256
Research works printed but not linked: 11
- Castells, M. (2000a) The Rise of Ike Network Society. (2nd Edition). Oxford: Blackwell.
- Gestells, M. (2000b) End of Millennium (2nd Edition). Oxford: Blackwell.
- Dicken, P. (1998) Global Shift (3rd Edition). London: Paul Chapman.
- Evans, P. (1995) Embedded Autonomy. Princeton: Princeton University Press.
- Grabher, G. (1993) The weakness of strong ties: the lock-in of regional development in the Ruhr area', in G. Graher (ed.), The Embedded Firm; On the Socio-Economics of Inter-firm Relations. London: Routledge, pp. 255-78.
- Heyzer, N. (1986) Working Women in Southeast Asia. Milton Keynes: Open University Press.
- Hill, H. (1996) Southeast Asia's Emerging Giant: Indonesian Economic Policy and Devedopment since 1996. Cambridge: Cambridge University Press.
- Jessop, 6. (ed.) (2001) Regulation Theory arid the Crisis of Capitalism: Volume 1 - The Parisian School. Cheltenham: Edward Elgar.
- Pike, A., Lagendijk, A. and Vale, M. (2000) 'Critical reflections on "embeddedness" in economic geography: the case of labour market governance and training in the automotive industry in the North-East region of England', in A. Giunta, A. Legendljk and A. Pike (eds), Restructuring Industry and Territory, The Experience of Europe's Regions. London; The Stationery Office; pp. 59-82.
- Sklair, L. (1993) Assembling for Development (2nd Edition). San Diego: University of California Center of US-Mexico Relations.
- Sklair, L. (1995) Sociology of the Global System (2nd Edition). London: Prentice Hall.
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Metadata
- Authors
- Henderson, J., Dicken, P., Hess, M., Coe, N., & Yeung, H. W.-C.
- Affiliations
- National University of Singapore (SG)
- Venue
- Review of International Political Economy
- Publisher
- Informa UK Limited
- Published
- 2002-01
- Volume
- 9
- Issue
- 3
- Pages
- 436-464
- ISSN
- 0969-2290 (ISSN-L)
- 1466-4526
- OpenAlex
- W2114837397
- Cited by
- 2,216
- References
- 127
- Citations by year
- 2026: 75 · 2025: 118 · 2024: 85 · 2023: 125 · 2022: 102 · 2021: 148 · 2020: 113 · 2019: 143 · 2018: 157 · 2017: 112 · 2016: 104 · 2015: 117 · 2014: 109 · 2013: 106 · 2012: 81
- FWCI
- 112.68
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Review of International Political Economy (publishedVersion)
- Research Explorer (The University of Manchester) (publishedVersion)
- Bristol Research (University of Bristol) (publishedVersion)
- National University of Singapore (submittedVersion)
- OpenGrey (Institut de l'Information Scientifique et Technique) (submittedVersion)
- Explore Bristol Research (submittedVersion)
- Topics
- Social Sciences › Business, Management and Accounting › Strategy and Management › Global trade, sustainability, and social impact
- Social Sciences › Political Science and International Relations › World Systems and Global Transformations
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Globalization, Economics, and Policies
- Keywords
- global production networks, economic integration, globalization, development studies, economic development
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