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Regional policy mixes for enterprise and innovation: A fuzzy-set clustering approach

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  • Annalisa Caloffi
  • Marco Mariani

Abstract

The paper identifies different regional policy mixes, ranging from the more minimal to the more proactive or entrepreneurial and verifies their diffusion in the Italian regional enterprise and innovation policies. The empirical analysis is based on an original database containing every enterprise and innovation programme that has been implemented in Italy from 2007 to 2013, and is carried out by means of fuzzy-set clustering techniques. The results show the existence of remarkable heterogeneity, partly reflecting the well-known North-South divide, with some regions adopting minimal policy mixes and other regions adopting different types of proactive mixes.

Suggested Citation

  • Annalisa Caloffi & Marco Mariani, 2018. "Regional policy mixes for enterprise and innovation: A fuzzy-set clustering approach," Environment and Planning C, , vol. 36(1), pages 28-46, February.
    • Handle: RePEc:sae:envirc:v:36:y:2018:i:1:p:28-46
    DOI: 10.1177/2399654417691515
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    1. Joseph E. Stiglitz & Justin Yifu Lin (ed.), 2013. "The Industrial Policy Revolution I," International Economic Association Series, Palgrave Macmillan, number 978-1-137-33517-3, June.
    2. Andr�s Rodr�guez-Pose & Enrique Garcilazo, 2015. "Quality of Government and the Returns of Investment: Examining the Impact of Cohesion Expenditure in European Regions," Regional Studies, Taylor & Francis Journals, vol. 49(8), pages 1274-1290, August.
    3. AlÌcia Adserý, 2003. "Are You Being Served? Political Accountability and Quality of Government," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 19(2), pages 445-490, October.
    4. Howells, Jeremy, 2006. "Intermediation and the role of intermediaries in innovation," Research Policy, Elsevier, vol. 35(5), pages 715-728, June.
    5. Howard Pack & Kamal Saggi, 2006. "Is There a Case for Industrial Policy? A Critical Survey," The World Bank Research Observer, World Bank, vol. 21(2), pages 267-297.
    6. Michael Peneder, 2017. "Competitiveness and industrial policy: from rationalities of failure towards the ability to evolve," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 41(3), pages 829-858.
    7. Simona Milio, 2007. "Can Administrative Capacity Explain Differences in Regional Performances? Evidence from Structural Funds Implementation in Southern Italy," Regional Studies, Taylor & Francis Journals, vol. 41(4), pages 429-442.
    8. 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.
    9. Pack, Howard & Saggi, Kamal, 2006. "The case for industrial policy : a critical survey," Policy Research Working Paper Series 3839, The World Bank.
    10. Thomas Farole & Andrés Rodríguez‐Pose & Michael Storper, 2011. "Cohesion Policy in the European Union: Growth, Geography, Institutions," Journal of Common Market Studies, Wiley Blackwell, vol. 49(5), pages 1089-1111, September.
    11. Eickelpasch, Alexander & Fritsch, Michael, 2005. "Contests for cooperation--A new approach in German innovation policy," Research Policy, Elsevier, vol. 34(8), pages 1269-1282, October.
    12. Marco Bellandi & Annalisa Caloffi, 2016. "Industrial policies in a Marshallian-based multilevel perspective," European Planning Studies, Taylor & Francis Journals, vol. 24(4), pages 687-703, April.
    13. Lanahan, Lauren & Feldman, Maryann P., 2015. "Multilevel innovation policy mix: A closer look at state policies that augment the federal SBIR program," Research Policy, Elsevier, vol. 44(7), pages 1387-1402.
    14. Chiara F Del Bo & Emanuela Sirtori, 2016. "Additionality and regional public finance – Evidence from Italy," Environment and Planning C, , vol. 34(5), pages 855-878, August.
    15. Rodrik, Dani, 2004. "Industrial Policy for the Twenty-First Century," CEPR Discussion Papers 4767, C.E.P.R. Discussion Papers.
    16. Roberta Capello & Camilla Lenzi, 2016. "Relevance and utility of European Union research, technological development and innovation policies for a smart growth," Environment and Planning C, , vol. 34(1), pages 52-72, February.
    17. Kevin Morgan, 2007. "The Learning Region: Institutions, Innovation and Regional Renewal," Chapters, in: Roel Rutten & Frans Boekema (ed.), The Learning Region, chapter 5, Edward Elgar Publishing.
    18. Secondo Rolfo & Giuseppe Calabrese, 2003. "Traditional SMEs and innovation: the role of the industrial policy in Italy," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 15(3), pages 253-271, July.
    19. Kevin Morgan, 2007. "The Learning Region: Institutions, Innovation and Regional Renewal," Regional Studies, Taylor & Francis Journals, vol. 41(sup1), pages 147-159.
    20. Mika Haapanen & Helena Lenihan & Marco Mariani, 2014. "Government policy failure in public support for research and development," Policy Studies, Taylor & Francis Journals, vol. 35(6), pages 557-575, November.
    21. Andrés Rodríguez-Pose & Marco Di Cataldo, 2015. "Quality of government and innovative performance in the regions of Europe," Journal of Economic Geography, Oxford University Press, vol. 15(4), pages 673-706.
    22. Magro, Edurne & Wilson, James R., 2013. "Complex innovation policy systems: Towards an evaluation mix," Research Policy, Elsevier, vol. 42(9), pages 1647-1656.
    23. Jan G. Lambooy & Ron A. Boschma, 2001. "Evolutionary economics and regional policy," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 35(1), pages 113-131.
    24. Oughton, Christine & Landabaso, Mikel & Morgan, Kevin, 2002. "The Regional Innovation Paradox: Innovation Policy and Industrial Policy," The Journal of Technology Transfer, Springer, vol. 27(1), pages 97-110, January.
    25. Mikel Navarro & Juan José Gibaja & Beñat Bilbao-Osorio & Ricardo Aguado, 2009. "Patterns of Innovation in EU-25 Regions: A Typology and Policy Recommendations," Environment and Planning C, , vol. 27(5), pages 815-840, October.
    26. Laranja, Manuel & Uyarra, Elvira & Flanagan, Kieron, 2008. "Policies for science, technology and innovation: Translating rationales into regional policies in a multi-level setting," Research Policy, Elsevier, vol. 37(5), pages 823-835, June.
    27. Metcalfe, J S, 1994. "Evolutionary Economics and Technology Policy," Economic Journal, Royal Economic Society, vol. 104(425), pages 931-944, July.
    28. Giovanni Dosi & Christopher Freeman & Richard Nelson & Gerarld Silverberg & Luc Soete (ed.), 1988. "Technical Change and Economic Theory," LEM Book Series, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy, number dosietal-1988, November.
    29. Nicholas Charron & Lewis Dijkstra & Victor Lapuente, 2014. "Regional Governance Matters: Quality of Government within European Union Member States," Regional Studies, Taylor & Francis Journals, vol. 48(1), pages 68-90, January.
    30. Ha-Joon Chang, 2002. "Breaking the mould: an institutionalist political economy alternative to the neo-liberal theory of the market and the state," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 26(5), pages 539-559, September.
    31. Linder, Stephen H. & Peters, B. Guy, 1989. "Instruments of Government: Perceptions and Contexts," Journal of Public Policy, Cambridge University Press, vol. 9(1), pages 35-58, January.
    32. Elvira Uyarra, 2010. "What is evolutionary about ‘regional systems of innovation’? Implications for regional policy," Journal of Evolutionary Economics, Springer, vol. 20(1), pages 115-137, January.
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    Cited by:

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    3. Caloffi, Annalisa & Freo, Marzia & Ghinoi, Stefano & Mariani, Marco & Rossi, Federica, 2022. "Assessing the effects of a deliberate policy mix: The case of technology and innovation advisory services and innovation vouchers," Research Policy, Elsevier, vol. 51(6).
    4. Fassio, Claudio & Geuna, Aldo & Rossi, Federica, 2019. "International knowledge flows between industry inventors and universities: The role of multinational companies," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201917, University of Turin.
    5. Chiara Bocci & Annalisa Caloffi & Marco Mariani & Alessandro Sterlacchini, 2023. "Evaluating Public Support to the Investment Activities of Business Firms: A Multilevel Meta-Regression Analysis of Italian Studies," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 9(1), pages 1-34, March.
    6. Peiró-Palomino, Jesús & Perugini, Francesco, 2022. "Regional innovation disparities in Italy: The role of governance," Economic Systems, Elsevier, vol. 46(4).
    7. Caloffi, Annalisa & Mariani, Marco & Rossi, Federica & Russo, Margherita, 2018. "A comparative evaluation of regional subsidies for collaborative and individual R&D in small and medium-sized enterprises," Research Policy, Elsevier, vol. 47(8), pages 1437-1447.
    8. Annalisa Caloffi & Federica Rossi & Margherita Russo, 2017. "A tale of persistent network additionality, with evidence from a regional policy," Working Papers 38, Birkbeck Centre for Innovation Management Research, revised May 2017.
    9. Dylan Henderson & Neil Roche, 2020. "Examining the policy mix for broadband deployment in Wales: The role of informal coordination in the last mile," Local Economy, London South Bank University, vol. 35(1), pages 48-67, February.

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