The black box of regional growth

Regional growth models leave a large share of variation unexplained. While we should continuously aim to improve these models, the unique combination of conditions and human agency in each region will also invariably lead to region-specific growth trajectories. Theoretically, we should thus expect systematic deviations from growth predictions. We propose an approach to explore these unexplained deviations and to detect regions that perform unexpectedly well or badly in certain periods. We illustrate the approach using data for Sweden from 1990 to 2016. We find systematic patterns of unexplained periodic regional growth deviations outweighing the effect of generic structural factors.

[1]  S. Klepper Industry Life Cycles , 1997 .

[2]  Maryann P. Feldman,et al.  Innovative clusters and the industry life cycle , 1995 .

[3]  Peter Maskell,et al.  Localized Learning and Industrial Competitiveness , 1995 .

[4]  D. Ernst,et al.  Global Production Networks, Knowledge Diffusion and Local Capability Formation , 2002 .

[5]  R. Martin Regional Economic Resilience, Hysteresis and Recessionary Shocks , 2012 .

[6]  D. Mackinnon,et al.  Rethinking Path Creation: A Geographical Political Economy Approach , 2019, Economic Geography.

[7]  Frank Neffke,et al.  Skill-relatedness and firm diversification , 2013 .

[8]  F. Tödtling,et al.  Innovation policies for regional structuralchange: Combining actor-based andsystem-based strategies , 2016 .

[9]  A. Isaksen,et al.  Regional industrial restructuring resulting from individual and system agency , 2018, Innovation: The European Journal of Social Science Research.

[10]  R. Crescenzi,et al.  The geography of the economic crisis in Europe: National macroeconomic conditions, regional structural factors and short-term economic performance , 2016 .

[11]  Michael Storper,et al.  Why do regions develop and change?: the challenge for geography and economics , 2011 .

[12]  R. Garud,et al.  Bricolage versus breakthrough: distributed and embedded agency in technology entrepreneurship , 2003 .

[13]  R. Capello,et al.  Openness to Globalization and Regional Growth Patterns in CEE Countries: From the EU Accession to the Economic Crisis , 2015 .

[14]  Richard D. F. Harris,et al.  Models of Regional Growth: Past, Present and Future , 2011 .

[15]  A. Venables,et al.  Buzz: face-to-face contact and the urban economy , 2004 .

[16]  H. Yeung,et al.  Global production networks and the analysis of economic development , 2002 .

[17]  S. Iammarino,et al.  Foreign multinationals and domestic innovation: Intra-industry effects and firm heterogeneity , 2015 .

[18]  M. Feldman,et al.  The economic value of local social networks , 2016 .

[19]  D. Mackinnon Beyond strategic coupling: reassessing the firm-region nexus in global production networks , 2012 .

[20]  Jonathan V. Beaverstock,et al.  World-City Network: A New Metageography? , 2000, The Urban Geography Reader.

[21]  R. Solow A Contribution to the Theory of Economic Growth , 1956 .

[22]  Jacques Poot,et al.  Which Agglomeration Externalities Matter Most and Why? , 2016 .

[23]  Edward J. Malecki,et al.  Regional Social Capital: Why it Matters , 2012 .

[24]  E. Glaeser,et al.  Growth in Cities , 1991, Journal of Political Economy.

[25]  C. Lenzi,et al.  Innovation modes and entrepreneurial behavioral characteristics in regional growth , 2016 .

[26]  E. Giuliani,et al.  Upgrading in Global Value Chains: Lessons from Latin American Clusters , 2005 .

[27]  M. Svensson,et al.  Universities as engines for regional growth? Using the synthetic control method to analyze the effects of research universities , 2016 .

[28]  B. Amable,et al.  How do financial markets affect industrial relations: an institutional complementarity approach , 2005 .

[29]  R. Crescenzi,et al.  Innovation drivers, value chains and the geography of multinational corporations in Europe , 2014 .

[30]  A. Venables,et al.  The Spatial Economy: Cities, Regions, and International Trade , 1999 .

[31]  Riccardo Crescenzi,et al.  Innovation and Regional Growth in the European Union , 2011 .

[32]  Bj⊘rn Asheim,et al.  Knowledge bases and Regional Innovation Systems: Comparing Nordic Clusters. , 2005 .

[33]  Roberta Rabellotti,et al.  Global Value Chains Meet Innovation Systems : Are There Learning Opportunities for Developing Countries? , 2010 .

[34]  S. Vitols Varieties of Corporate Governance: Comparing Germany and the UK , 2001 .

[35]  Martin Höpner,et al.  What Connects Industrial Relations and Corporate Governance? Explaining Institutional Complementarity , 2005 .

[36]  P. Hall,et al.  Varieties of Capitalism , 2001 .

[37]  A. Bruggeman,et al.  Determinants of regional resilience to economic crisis: a European perspective , 2017 .

[38]  A. Sayer,et al.  Realism and Social Science , 1999 .

[39]  Frank van Oort,et al.  Papers in Evolutionary Economic Geography # 13 . 12 Related Variety and Regional Economic Growth in a Cross-Section of European Urban Regions , 2022 .

[40]  G. Gereffi Global value chains in a post-Washington Consensus world , 2014 .

[41]  Stuart Dawley,et al.  Creating New Paths? Offshore Wind, Policy Activism, and Peripheral Region Development , 2014 .

[42]  R. Crescenzi,et al.  In Economics and Social Sciences Working Papers Series Infrastructure and Regional Growth in the European Union Infrastructure and Regional Growth in the European Union London School of Economics , 2022 .

[43]  Rikard H. Eriksson,et al.  Industries, Skills, and Human Capital: How Does Regional Size Affect Uneven Development? , 2013 .

[44]  S. Iammarino An evolutionary integrated view of Regional Systems of Innovation: Concepts, measures and historical perspectives , 2005 .

[45]  Peter J. Taylor,et al.  Specification of the World City Network , 2010 .

[46]  D. Audretsch,et al.  Entrepreneurship capital and regional growth , 2005 .

[47]  E. Malecki,et al.  Growth, development, and innovation: A look backward and forward , 2003 .

[48]  H. Schmitz,et al.  How does insertion in global value chains affect upgrading in industrial clusters? , 2002 .

[49]  A. Rodríguez‐Pose In Economics and Social Sciences Working Papers Series Do Institutions Matter for Regional Development? Do Institutions Matter for Regional Development? § Do Institutions Matter for Regional Development? , 2022 .

[50]  B. Asheim,et al.  Regional Innovation Systems: The Integration of Local ‘Sticky’ and Global ‘Ubiquitous’ Knowledge , 2002 .

[51]  Henri L. F. de Groot,et al.  The Crisis Sensitivity of European Countries and Regions: Stylized Facts and Spatial Heterogeneity , 2011 .

[52]  H. Bathelt,et al.  Clusters and knowledge: local buzz, global pipelines and the process of knowledge creation , 2004 .

[53]  Denis Maillat,et al.  Interactions between urban systems and localized productive systems: An approach to endogenous regional development in terms of innovative milieu , 1998 .

[54]  J. Blažek Towards a typology of repositioning strategies of GVC/GPN suppliers: the case of functional upgrading and downgrading , 2016 .

[55]  K. Frenken,et al.  Related Variety, Unrelated Variety and Regional Economic Growth , 2007 .

[56]  B. Ó. hUallacháin Regional Growth in a Knowledge-based Economy , 2007 .

[57]  Claire Wallace,et al.  International Labour Mobility and Uneven Regional Development in Europe , 2004 .

[58]  M. Storper The Resurgence of Regional Economies, Ten Years Later , 1995 .

[59]  P. Romer Increasing Returns and Long-Run Growth , 1986, Journal of Political Economy.

[60]  Andrés Rodríguez-Pose,et al.  When local interaction does not suffice : Sources of firm innovation in urban Norway , 2011 .

[61]  Kathleen M. Eisenhardt,et al.  Theory Building From Cases: Opportunities And Challenges , 2007 .

[62]  G. Gereffi,et al.  The governance of global value chains , 2005 .

[63]  Markus Grillitsch Institutional Layers, Connectedness and Change: Implications for Economic Evolution in Regions , 2015 .

[64]  The relevance of quantity and quality entrepreneurship for regional performance: the moderating role of the entrepreneurial ecosystem , 2018, Regional Studies.

[65]  J. Blažek,et al.  Knowledge bases, R&D structure and socio-economic and innovation performance of European regions , 2018, Innovation: The European Journal of Social Science Research.

[66]  A. Cumbers Globalization, Local Economic Development and the Branch Plant Region: The Case of the Aberdeen Oil Complex , 2000 .

[67]  Rikard H. Eriksson,et al.  Employment growth and regional development: industrial change and contextual differences between Denmark and Sweden , 2017 .

[68]  Michaela Trippl,et al.  Exogenous sources of regional industrial change , 2018 .

[69]  Frank van Oort,et al.  Variety, economic growth and knowledge intensity of European regions: a spatial panel analysis , 2015 .

[70]  Olivier Crevoisier,et al.  The Innovative Milieus Approach: Toward a Territorialized Understanding of the Economy? , 2004 .

[71]  G. Duranton,et al.  Nursery Cities: Urban Diversity, Process Innovation and the Life-Cycle of Products , 2001 .

[72]  A. Gourlay,et al.  Regional Growth and SMEs in Brazil: A Spatial Panel Approach , 2015 .

[73]  Riccardo Crescenzi,et al.  Research and Development, Spillovers, Innovation Systems, and the Genesis of Regional Growth in Europe , 2006 .

[74]  Bram Timmermans,et al.  Regional skill relatedness: towards a new measure of regional related diversification , 2017, Path Dependence and Regional Economic Renewal.

[75]  S. Breschi,et al.  Mobility of Skilled Workers and Co-Invention Networks: An Anatomy of Localized Knowledge Flows , 2009 .

[76]  James Simmie,et al.  Path Dependence and New Technological Path Creation in the Danish Wind Power Industry , 2012 .

[77]  Raghu Garud,et al.  Path Dependence or Path Creation? , 2010 .

[78]  Ron Boschma,et al.  NEW INDUSTRIES AND WINDOWS OF LOCATIONAL OPPORTUNITY A long-term analysis of Belgium With 1 figure and 2 tables , 1997 .

[79]  Peter Nijkamp,et al.  Handbook of Regional Growth and Development Theories , 2010 .

[80]  A. Shleifer,et al.  Human Capital and Regional Development , 2011 .

[81]  Ugo Fratesi,et al.  Modeling Regional Growth between Competitiveness and Austerity Measures , 2017 .

[82]  R. Boschma Competitiveness of Regions from an Evolutionary Perspective , 2004 .

[83]  Evan S. Lieberman,et al.  Nested Analysis as a Mixed-Method Strategy for Comparative Research , 2005, American Political Science Review.

[84]  Meric S. Gertler,et al.  Rules of the Game: The Place of Institutions in Regional Economic Change , 2010 .