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Relatedness, Complexity and Local Growth

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  • Davies, Benjamin

    (Motu Economic and Public Policy Research Trust)

  • Maré, David C.

    (Motu Economic and Public Policy Research Trust)

Abstract

We derive a measure of the relatedness between economic activities based on weighted correlations of local employment shares, and use this measure to estimate city and activity complexity. Our approach extends discrete measures used in previous studies by recognising the extent of activities' local over-representation and by adjusting for differences in signal quality between geographic areas with different sizes. We examine the contribution of relatedness and complexity to urban employment growth, using 1981–2013 census data from New Zealand. Complex activities experienced faster employment growth during our period of study, especially in complex cities. However, this growth was not significantly stronger in cities more dense with related activities. Relatedness and complexity appear to be most relevant for analysing how large, complex cities grow, and are less informative for understanding employment dynamics in small, less complex cities.

Suggested Citation

  • Davies, Benjamin & Maré, David C., 2019. "Relatedness, Complexity and Local Growth," IZA Discussion Papers 12223, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp12223
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    1. Fabrizio Barca & Philip McCann & Andrés Rodríguez‐Pose, 2012. "The Case For Regional Development Intervention: Place‐Based Versus Place‐Neutral Approaches," Journal of Regional Science, Wiley Blackwell, vol. 52(1), pages 134-152, February.
    2. C. Jara-Figueroa & Bogang Jun & Edward Glaeser & Cesar Hidalgo, 2018. "The role of industry, occupation, and location specific knowledge in the survival of new firms," Papers 1808.01237, arXiv.org.
    3. Teresa Farinha & Pierre-Alexandre Balland & Andrea Morrison & Ron Boschma, 2019. "What drives the geography of jobs in the US? Unpacking relatedness," Industry and Innovation, Taylor & Francis Journals, vol. 26(9), pages 988-1022, October.
    4. Delgado, Mercedes & Porter, Michael E. & Stern, Scott, 2014. "Clusters, convergence, and economic performance," Research Policy, Elsevier, vol. 43(10), pages 1785-1799.
    5. Mercedes Delgado & Michael E. Porter & Scott Stern, 2016. "Defining clusters of related industries," Journal of Economic Geography, Oxford University Press, vol. 16(1), pages 1-38.
    6. Feldman, Maryann P. & Audretsch, David B., 1999. "Innovation in cities:: Science-based diversity, specialization and localized competition," European Economic Review, Elsevier, vol. 43(2), pages 409-429, February.
    7. Ron Boschma, 2014. "Constructing Regional Advantage and Smart Specialisation: Comparison of Two European Policy Concepts," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2014(1), pages 51-68.
    8. Frank Neffke & Matté Hartog & Ron Boschma & Martin Henning, 2018. "Agents of Structural Change: The Role of Firms and Entrepreneurs in Regional Diversification," Economic Geography, Taylor & Francis Journals, vol. 94(1), pages 23-48, January.
    9. Pierre-Alexandre Balland & David Rigby, 2017. "The Geography of Complex Knowledge," Economic Geography, Taylor & Francis Journals, vol. 93(1), pages 1-23, January.
    10. Philip McCann, 2009. "Economic geography, globalisation and New Zealand's productivity paradox," New Zealand Economic Papers, Taylor & Francis Journals, vol. 43(3), pages 279-314.
    11. Pierre-Alexandre Balland & Ron Boschma & Joan Crespo & David L. Rigby, 2019. "Smart specialization policy in the European Union: relatedness, knowledge complexity and regional diversification," Regional Studies, Taylor & Francis Journals, vol. 53(9), pages 1252-1268, September.
    12. Ron Boschma & Pierre-Alexandre Balland & Dieter Franz Kogler, 2015. "Relatedness and technological change in cities: the rise and fall of technological knowledge in US metropolitan areas from 1981 to 2010," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 24(1), pages 223-250.
    13. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    14. Philip McCann & Raquel Ortega-Argil�s, 2015. "Smart Specialization, Regional Growth and Applications to European Union Cohesion Policy," Regional Studies, Taylor & Francis Journals, vol. 49(8), pages 1291-1302, August.
    15. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    16. César Hidalgo & Pierre-Alexandre Balland & Ron Boschma & Mercedes Delgado & Maryann Feldma & Koen Frenken & Edward Glaeser & Canfei He & Dieter F. Kogler & Andrea Morrison & Frank Neffke & David Rigby, 2018. "The Principle of Relatedness," Papers in Evolutionary Economic Geography (PEEG) 1830, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jul 2018.
    17. Jérôme Vicente & Pierre-Alexandre Balland & Joan Crespo, 2018. "Les fondements micro du changement structurel régional. Que nous enseignent vingt-cinq ans de proximités ?," Revue d'économie régionale et urbaine, Armand Colin, vol. 0(5), pages 1013-1040.
    18. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    19. Penny Mealy & J. Doyne Farmer & Alexander Teytelboym, 2017. "Interpreting Economic Complexity," Papers 1711.08245, arXiv.org, revised Sep 2018.
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    Cited by:

    1. Balland, Pierre-Alexandre & Boschma, Ron, 2022. "Do scientific capabilities in specific domains matter for technological diversification in European regions?," Research Policy, Elsevier, vol. 51(10).
    2. Julia Bachtrögler-Unger & Pierre-Alexandre Balland & Ron Boschma & Thomas Schwab, 2023. "Technological Capabilities and the Twin Transition in Europe. Opportunities for Regional Collaboration and Economic Cohesion," WIFO Studies, WIFO, number 70743, April.
    3. Koen Frenken & Frank Neffke & Alje van Dam, 2023. "Capabilities, institutions and regional economic development: a proposed synthesis," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 16(3), pages 405-416.
    4. Mariane Santos Françoso & Ron Boschma & Nicholas Vonortas, 2024. "Regional diversification in Brazil: The role of relatedness and complexity," Growth and Change, Wiley Blackwell, vol. 55(1), March.
    5. Zoltán Elekes & Anna Baranowska-Rataj & Rikard Eriksson, 2023. "Regional diversification and labour market upgrading: local access to skill-related high-income jobs helps workers escaping low-wage employment," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 16(3), pages 417-430.
    6. Ashraf, Sania & P., Jithin & Slim, Skander & Najeeb, Roshen, 2023. "Global value chains and economic complexity index: Evidence from generalized panel quantile regression," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 347-365.
    7. Zoltán Elekes & Rikard Eriksson & Anna Baranowska-Rataj, 2023. "Regional diversification and labour market upgrading: Local access to skill-related high-income jobs helps workers escaping low-wage employment," CERS-IE WORKING PAPERS 2315, Institute of Economics, Centre for Economic and Regional Studies.
    8. Focacci, Chiara Natalie & Kovac, Mitja & Spruk, Rok, 2023. "Ethnolinguistic diversity, quality of local public institutions, and firm-level innovation," International Review of Law and Economics, Elsevier, vol. 75(C).
    9. Tolulope Paul Akinbobola & Oluwole Matthew Akinnagbe, 2023. "Determinants of linkages between agricultural institutions and agro-allied industries in Southwest, Nigeria," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(1), pages 228-248, January.
    10. Ron Boschma, 2022. "Evolutionary Economic Geography and Policy," Papers in Evolutionary Economic Geography (PEEG) 2220, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Oct 2022.
    11. Barbara MARTINI & Marco PLATANIA, 2022. "Are The Regions With More Gender Equality The More Resilient Ones? An Analysis Of The Italian Regions," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(2), pages 71-94, June.
    12. Joanna Kudelko & Katarzyna Zmija & Dariusz Zmija, 2022. "Regional smart specialisations in the light of dynamic changes in the employment structure: the case of a region in Poland," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 17(1), pages 133-171, March.
    13. Tom Broekel & Rune Dahl Fitjar & Silje Haus-Reve, 2021. "The roles of diversity, complexity, and relatedness in regional development – What does the occupational perspective add?," Papers in Evolutionary Economic Geography (PEEG) 2135, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2021.
    14. Jason Deegan & Tom Broekel & Silje Haus-Reve & Rune Dahl Fitjar, 2024. "How regions diversify into new jobs: From related industries or related occupations?," Papers in Evolutionary Economic Geography (PEEG) 2409, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2024.
    15. F. Colozza & R. Boschma & A. Morrison & C. Pietrobelli, 2021. "The importance of global value chains and regional capabilities for the economic complexity of EU-regions," Papers in Evolutionary Economic Geography (PEEG) 2139, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Dec 2021.
    16. Nicola Cortinovis & Dongmiao Zhang & Ron Boschma, 2022. "Regional diversification and intra-regional wage inequality in the Netherlands," Papers in Evolutionary Economic Geography (PEEG) 2216, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2022.
    17. Wang, Feng & Wu, Min & Wang, Jingcao, 2023. "Can increasing economic complexity improve China's green development efficiency?," Energy Economics, Elsevier, vol. 117(C).
    18. Fritz, Benedikt & Manduca, Robert, 2021. "The Economic Complexity of US Metropolitan Areas," SocArXiv 2gw9c, Center for Open Science.

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    More about this item

    Keywords

    complexity; smart specialisation; relatedness;
    All these keywords.

    JEL classification:

    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

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