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Technological paths and smart specialization: analysis of regional entry and exit in Turkey

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  • Mert Abay

    (Dokuz Eylül University)

  • Sedef Akgüngör

    (Dokuz Eylül University)

Abstract

Smart specialization (SS) strategy emerged as a policy framework within the European Union’s (EU) regional policies, particularly after the 2008 financial crisis. Although a wide range of literature on smart specialization exists, there is limited empirical evidence on how the SS framework correlates with regional entrance and exit of technologies. Moreover, little is known about the connection between SS variables and technological growth paths, particularly in the context of a developing country. This study aimed to investigate the correlation between two building blocks of SS (relatedness and complexity) on technological trajectories in a developing country. Using regional patent data for Turkey’s regions at the NUTS3 level between 1978 and 2017, the study investigated patterns of regional trajectories by exploring how entry and exit are correlated within the SS framework. GDP per capita, population, the number of universities and techno-parks, Herfindahl–Hirschman Index, and complexity of regions were included in the study as control variables. The results showed that technological complexity is negatively correlated with the probability of entry, and positively correlated with the probability of exit. The results also revealed the role of technological relatedness as a tool to attract new and complementary technologies to a region. However, correlations between relatedness and probability of entry are weakened as the number of universities and techno-parks increases in a region, while the correlations between complexity and exit are enhanced, particularly with the presence of universities.

Suggested Citation

  • Mert Abay & Sedef Akgüngör, 2024. "Technological paths and smart specialization: analysis of regional entry and exit in Turkey," Asia-Pacific Journal of Regional Science, Springer, vol. 8(1), pages 45-84, March.
  • Handle: RePEc:spr:apjors:v:8:y:2024:i:1:d:10.1007_s41685-023-00325-3
    DOI: 10.1007/s41685-023-00325-3
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    as
    1. Ron A. Boschma & Jan G. Lambooy, 1999. "Evolutionary economics and economic geography," Journal of Evolutionary Economics, Springer, vol. 9(4), pages 411-429.
    2. Vertova, Giovanna, 2002. "A historical investigation of the geography of innovative activities," Structural Change and Economic Dynamics, Elsevier, vol. 13(3), pages 259-283, September.
    3. J�rgen Essletzbichler, 2015. "Relatedness, Industrial Branching and Technological Cohesion in US Metropolitan Areas," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 752-766, May.
    4. Frank Neffke & Martin Henning & Ron Boschma, 2011. "How Do Regions Diversify over Time? Industry Relatedness and the Development of New Growth Paths in Regions," Economic Geography, Taylor & Francis Journals, vol. 87(3), pages 237-265, July.
    5. Cooper, Arnold C., 1985. "The role of incubator organizations in the founding of growth-oriented firms," Journal of Business Venturing, Elsevier, vol. 1(1), pages 75-86.
    6. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    7. Benjamin Davies & David C. Maré, 2021. "Relatedness, complexity and local growth," Regional Studies, Taylor & Francis Journals, vol. 55(3), pages 479-494, March.
    8. Kelsi G. Hobbs & Albert N. Link & John T. Scott, 2017. "Science and technology parks: an annotated and analytical literature review," The Journal of Technology Transfer, Springer, vol. 42(4), pages 957-976, August.
    9. Juthathip Jongwanich & Archanun Kohpaiboon & Chih-Hai Yang, 2014. "Science park, triple helix, and regional innovative capacity: province-level evidence from China," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 19(2), pages 333-352, April.
    10. Koen Frenken & Ron A. Boschma, 2007. "A theoretical framework for evolutionary economic geography: industrial dynamics and urban growth as a branching process," Journal of Economic Geography, Oxford University Press, vol. 7(5), pages 635-649, September.
    11. Robert Hassink & Huiwen Gong, 2019. "Six critical questions about smart specialization," European Planning Studies, Taylor & Francis Journals, vol. 27(10), pages 2049-2065, October.
    12. Ron Boschma, 2015. "Towards an Evolutionary Perspective on Regional Resilience," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 733-751, May.
    13. 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.
    14. Viktor Stojkoski & Zoran Utkovski & Ljupco Kocarev, 2016. "The Impact of Services on Economic Complexity: Service Sophistication as Route for Economic Growth," PLOS ONE, Public Library of Science, vol. 11(8), pages 1-29, August.
    15. Basile Roberto & Cicerone Gloria, 2022. "Economic complexity and productivity polarization: Evidence from Italian provinces," German Economic Review, De Gruyter, vol. 23(4), pages 567-594, December.
    16. Yang, Chih-Hai & Motohashi, Kazuyuki & Chen, Jong-Rong, 2009. "Are new technology-based firms located on science parks really more innovative?: Evidence from Taiwan," Research Policy, Elsevier, vol. 38(1), pages 77-85, February.
    17. Pierre-Alexandre Balland & Ron Boschma, 2021. "Complementary interregional linkages and Smart Specialisation: an empirical study on European regions," Regional Studies, Taylor & Francis Journals, vol. 55(6), pages 1059-1070, June.
    18. 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.
    19. Pierre-Alexandre Balland & David Rigby & Ron Boschma, 2015. "The technological resilience of US cities," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 8(2), pages 167-184.
    20. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    21. Jaffe, Adam B, 1989. "Real Effects of Academic Research," American Economic Review, American Economic Association, vol. 79(5), pages 957-970, December.
    22. Francisco Navarro-Valverde & Marilena Labianca & Eugenio Cejudo-García & Stefano De Rubertis, 2022. "Social Innovation in Rural Areas of the European Union Learnings from Neo-Endogenous Development Projects in Italy and Spain," Sustainability, MDPI, vol. 14(11), pages 1-18, May.
    23. Mewes, Lars & Broekel, Tom, 2022. "Technological complexity and economic growth of regions," Research Policy, Elsevier, vol. 51(8).
    24. Fleming, Lee & Sorenson, Olav, 2001. "Technology as a complex adaptive system: evidence from patent data," Research Policy, Elsevier, vol. 30(7), pages 1019-1039, August.
    25. Tom Broekel, 2019. "Using structural diversity to measure the complexity of technologies," PLOS ONE, Public Library of Science, vol. 14(5), pages 1-23, May.
    26. David L. Rigby, 2015. "Technological Relatedness and Knowledge Space: Entry and Exit of US Cities from Patent Classes," Regional Studies, Taylor & Francis Journals, vol. 49(11), pages 1922-1937, November.
    27. Bjørn Asheim & Ron Boschma & Philip Cooke, 2011. "Constructing Regional Advantage: Platform Policies Based on Related Variety and Differentiated Knowledge Bases," Regional Studies, Taylor & Francis Journals, vol. 45(7), pages 893-904.
    28. Nicolas van Zeebroeck & Bruno van Pottelsberghe de la Potterie & Wook Han, 2006. "Issues in measuring the degree of technological specialisation with patent data," Scientometrics, Springer;Akadémiai Kiadó, vol. 66(3), pages 481-492, March.
    29. Attila Varga & Norbert Szabó & Tamás Sebestyén, 2020. "Economic impact modelling of smart specialization policy: Which industries should prioritization target?," Papers in Regional Science, Wiley Blackwell, vol. 99(5), pages 1367-1388, October.
    30. Phillip Phan & Donald S. Siegel & Mike Wright, 2016. "Science Parks and Incubators: Observations, Synthesis and Future Research," World Scientific Book Chapters, in: Phillip H Phan & Sarfraz A Mian & Wadid Lamine (ed.), TECHNOLOGY ENTREPRENEURSHIP AND BUSINESS INCUBATION Theory • Practice • Lessons Learned, chapter 9, pages 249-272, World Scientific Publishing Co. Pte. Ltd..
    31. Arnold C. Cooper & William C. Dunkelberg, 1986. "Entrepreneurship and paths to business ownership," Strategic Management Journal, Wiley Blackwell, vol. 7(1), pages 53-68, January.
    32. Leonardo Mazzoni & Niccolò Innocenti & Luciana Lazzeretti, 2022. "What kinds of relatedness promote new firm formation? Evidence from Italy," Industry and Innovation, Taylor & Francis Journals, vol. 29(1), pages 53-73, January.
    33. Ron Boschma & Ron Martin, 2007. "Editorial: Constructing an evolutionary economic geography," Journal of Economic Geography, Oxford University Press, vol. 7(5), pages 537-548, September.
    34. Pierre-Alexandre Balland & David Rigby, 2017. "The Geography of Complex Knowledge," Economic Geography, Taylor & Francis Journals, vol. 93(1), pages 1-23, January.
    35. Janet Bercovitz & Maryann Feldman, 2006. "Entpreprenerial Universities and Technology Transfer: A Conceptual Framework for Understanding Knowledge-Based Economic Development," The Journal of Technology Transfer, Springer, vol. 31(1), pages 175-188, January.
    36. Richard Shearmur & David Doloreux, 2000. "Science Parks: Actors or Reactors? Canadian Science Parks in Their Urban Context," Environment and Planning A, , vol. 32(6), pages 1065-1082, June.
    37. Dominique Foray, 2018. "Smart specialization strategies as a case of mission-oriented policy—a case study on the emergence of new policy practices," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(5), pages 817-832.
    38. Yingcheng Li & David Rigby, 2023. "Relatedness, Complexity, and Economic Growth in Chinese Cities," International Regional Science Review, , vol. 46(1), pages 3-37, January.
    39. 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.
    40. Nicolai Foss, 1996. "Higher-order industrial Capabilities and competitive advantage," Industry and Innovation, Taylor & Francis Journals, vol. 3(1), pages 1-20.
    41. Hu, Albert Guangzhou, 2007. "Technology parks and regional economic growth in China," Research Policy, Elsevier, vol. 36(1), pages 76-87, February.
    42. Flavio L. Pinheiro & Pierre-Alexandre Balland & Ron Boschma & Dominik Hartmann, 2022. "The Dark Side of the Geography of Innovation. Relatedness, Complexity, and Regional Inequality in Europe," Papers in Evolutionary Economic Geography (PEEG) 2202, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2022.
    43. Richard Williams, 2012. "Using the margins command to estimate and interpret adjusted predictions and marginal effects," Stata Journal, StataCorp LLC, vol. 12(2), pages 308-331, June.
    44. Areti Gkypali & Vasileios Kokkinos & Christos Bouras & Kostas Tsekouras, 2016. "Science parks and regional innovation performance in fiscal austerity era: Less is more?," Small Business Economics, Springer, vol. 47(2), pages 313-330, August.
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    More about this item

    Keywords

    Smart specialization; Technological change; Relatedness density; Technological complexity;
    All these keywords.

    JEL classification:

    • R10 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R58 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Regional Development Planning and Policy

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