IDEAS home Printed from https://ideas.repec.org/a/kap/jtecht/v48y2023i2d10.1007_s10961-022-09918-0.html
   My bibliography  Save this article

The productivity impact of R&D and FDI spillovers: characterising regional path development

Author

Listed:
  • André Spithoven

    (Universiteit Gent
    Belgian Science Policy Office
    Vrije Universiteit Brussel)

  • Bruno Merlevede

    (Universiteit Gent)

Abstract

R&D activities by indigenous firms create new knowledge and technology in a region, while foreign-owned firms bring advanced knowledge and technologies from their home countries. This paper analyses the spillover effects of R&D-active or foreign-owned firms on total factor productivity of domestic non-R&D active firms. It combines two sets of literature: the one on spillover effects of intra-industry and inter-industry linkages and the other on the regional context in which these linkages occur. As measured through input-output tables, industry linkages reveal that R&D or FDI spillovers take on diverse roles in regions. Focusing on productivity spillover effects on domestic non-R&D active firms in three regions in Belgium between 2000 and 2017, we conclude that R&D spillovers generally occur more frequently than FDI spillovers. By focussing on two sources of spillovers, the paper offers a more nuanced picture of industrial transformation and regional path development. Region-specific analyses show that the effects on the productivity of domestic non-R&D active firms originate from different spillover sources. The impact of spillovers and their contribution to industrial transformation differs according to the regional development path characterised by the varying degrees of organisational thickness and specialisation of the regional innovation system. Linkages of R&D active or foreign-owned firms with domestic non-R&D active firms exert a heterogeneous impact on their productivity. Therefore, an adapted regional innovation policy, such as smart specialisation, should consider these region-specific spillover effects on productivity when establishing future regional development paths.

Suggested Citation

  • André Spithoven & Bruno Merlevede, 2023. "The productivity impact of R&D and FDI spillovers: characterising regional path development," The Journal of Technology Transfer, Springer, vol. 48(2), pages 560-590, April.
  • Handle: RePEc:kap:jtecht:v:48:y:2023:i:2:d:10.1007_s10961-022-09918-0
    DOI: 10.1007/s10961-022-09918-0
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10961-022-09918-0
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s10961-022-09918-0?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Miguélez, Ernest & Moreno, Rosina, 2015. "Knowledge flows and the absorptive capacity of regions," Research Policy, Elsevier, vol. 44(4), pages 833-848.
    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. Ron Boschma, 2015. "Towards an Evolutionary Perspective on Regional Resilience," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 733-751, May.
    4. Augusto Cerqua & Guido Pellegrini, 2020. "Local multipliers at work," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 29(4), pages 959-977.
    5. Cooke, Philip & Gomez Uranga, Mikel & Etxebarria, Goio, 1997. "Regional innovation systems: Institutional and organisational dimensions," Research Policy, Elsevier, vol. 26(4-5), pages 475-491, December.
    6. H. Ben Hassine & F. Boudier & C. Mathieu, 2017. "The two ways of FDI R&D spillovers: evidence from the French manufacturing industry," Applied Economics, Taylor & Francis Journals, vol. 49(25), pages 2395-2408, May.
    7. Christian Binz & Bernhard Truffer & Lars Coenen, 2016. "Path Creation as a Process of Resource Alignment and Anchoring: Industry Formation for On-Site Water Recycling in Beijing," Economic Geography, Taylor & Francis Journals, vol. 92(2), pages 172-200, April.
    8. Doloreux, David & Parto, Saeed, 2005. "Regional innovation systems: Current discourse and unresolved issues," Technology in Society, Elsevier, vol. 27(2), pages 133-153.
    9. Luca Berchicci & Jeroen P. J. de Jong & Mark Freel, 2016. "Remote collaboration and innovative performance: the moderating role of R&D intensity," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 25(3), pages 429-446.
    10. Ron Boschma & Simona Iammarino, 2009. "Related Variety, Trade Linkages, and Regional Growth in Italy," Economic Geography, Clark University, vol. 85(3), pages 289-311, July.
    11. Danny MacKinnon, 2012. "Beyond strategic coupling: reassessing the firm-region nexus in global production networks," Journal of Economic Geography, Oxford University Press, vol. 12(1), pages 227-245, January.
    12. Nuno Crespo & Maria Paula Fontoura & Isabel Proença, 2009. "FDI spillovers at regional level: Evidence from Portugal," Papers in Regional Science, Wiley Blackwell, vol. 88(3), pages 591-607, August.
    13. Sergey Lychagin & Joris Pinkse & Margaret E. Slade & John Van Reenen, 2016. "Spillovers in Space: Does Geography Matter?," Journal of Industrial Economics, Wiley Blackwell, vol. 64(2), pages 295-335, June.
    14. Jeroen Content & Koen Frenken, 2016. "Related variety and economic development: a literature review," European Planning Studies, Taylor & Francis Journals, vol. 24(12), pages 2097-2112, December.
    15. Gamal Atallah, 2002. "Vertical R&D Spillovers, Cooperation, Market Structure, and Innovation," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 11(3), pages 179-209.
    16. Iršová, Zuzana & Havránek, Tomáš, 2013. "Determinants of Horizontal Spillovers from FDI: Evidence from a Large Meta-Analysis," World Development, Elsevier, vol. 42(C), pages 1-15.
    17. Caves, Richard E, 1974. "Multinational Firms, Competition, and Productivity in Host-Country Markets," Economica, London School of Economics and Political Science, vol. 41(162), pages 176-193, May.
    18. 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.
    19. Boschma, Ron & Capone, Gianluca, 2015. "Institutions and diversification: Related versus unrelated diversification in a varieties of capitalism framework," Research Policy, Elsevier, vol. 44(10), pages 1902-1914.
    20. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    21. Nicholas Charron & Victor Lapuente & Paola Annoni, 2019. "Measuring quality of government in EU regions across space and time," Papers in Regional Science, Wiley Blackwell, vol. 98(5), pages 1925-1953, October.
    22. 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.
    23. Liu, Zhiqiang, 2008. "Foreign direct investment and technology spillovers: Theory and evidence," Journal of Development Economics, Elsevier, vol. 85(1-2), pages 176-193, February.
    24. Andres Rodriguez-Pose & Riccardo regstdcenzi, 2008. "Research and Development, Spillovers, Innovation Systems, and the Genesis of Regional Growth in Europe," Regional Studies, Taylor & Francis Journals, vol. 42(1), pages 51-67.
    25. Lu, Yi & Tao, Zhigang & Zhu, Lianming, 2017. "Identifying FDI spillovers," Journal of International Economics, Elsevier, vol. 107(C), pages 75-90.
    26. Arnt Fløysand & Rune Njøs & Trond Nilsen & Vigdis Nygaard, 2017. "Foreign direct investment and renewal of industries: framing the reciprocity between materiality and discourse," European Planning Studies, Taylor & Francis Journals, vol. 25(3), pages 462-480, March.
    27. Padilla-Pérez, Ramón & Gaudin, Yannick, 2014. "Science, technology and innovation policies in small and developing economies: The case of Central America," Research Policy, Elsevier, vol. 43(4), pages 749-759.
    28. Elvira Uyarra & Kieron Flanagan, 2010. "From Regional Systems of Innovation to Regions as Innovation Policy Spaces," Environment and Planning C, , vol. 28(4), pages 681-695, August.
    29. 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, Clark University, vol. 87(3), pages 237-265, July.
    30. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    31. Gabriel Rissola & Jens Sorvik, 2018. "Digital Innovation Hubs in Smart Specialisation Strategies," JRC Research Reports JRC113111, Joint Research Centre.
    32. Beata Smarzynska Javorcik, 2004. "Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers Through Backward Linkages," American Economic Review, American Economic Association, vol. 94(3), pages 605-627, June.
    33. Alfaro, Laura & Chanda, Areendam & Kalemli-Ozcan, Sebnem & Sayek, Selin, 2004. "FDI and economic growth: the role of local financial markets," Journal of International Economics, Elsevier, vol. 64(1), pages 89-112, October.
    34. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    35. 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.
    36. Liang, Feng Helen, 2017. "Does foreign direct investment improve the productivity of domestic firms? Technology spillovers, industry linkages, and firm capabilities," Research Policy, Elsevier, vol. 46(1), pages 138-159.
    37. Timmer, Marcel P. & Los, Bart & Stehrer, Robert & de Vries, Gaaitzen J., 2016. "An Anatomy of the Global Trade Slowdown based on the WIOD 2016 Release," GGDC Research Memorandum GD-162, Groningen Growth and Development Centre, University of Groningen.
    38. Merlevede, Bruno & Schoors, Koen & Spatareanu, Mariana, 2014. "FDI Spillovers and Time since Foreign Entry," World Development, Elsevier, vol. 56(C), pages 108-126.
    39. Ugur, Mehmet & Churchill, Sefa Awaworyi & Luong, Hoang M., 2020. "What do we know about R&D spillovers and productivity? Meta-analysis evidence on heterogeneity and statistical power," Research Policy, Elsevier, vol. 49(1).
    40. Marjolein C. J. Caniëls & Henny A. Romijn, 2005. "What drives innovativeness in industrial clusters? Transcending the debate," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 29(4), pages 497-515, July.
    41. Arne Isaksen & Michaela Trippl, 2017. "Exogenously Led and Policy-Supported New Path Development in Peripheral Regions: Analytical and Synthetic Routes," Economic Geography, Taylor & Francis Journals, vol. 93(5), pages 436-457, October.
    42. Andrés Barge‐Gil & Alberto López & Ramón Núñez‐Sánchez, 2020. "Technological spillovers from multinational firms," The World Economy, Wiley Blackwell, vol. 43(12), pages 3184-3202, December.
    43. Giulia Ajmone Marsan & Karen Maguire, 2011. "Categorisation of OECD Regions Using Innovation-Related Variables," OECD Regional Development Working Papers 2011/3, OECD Publishing.
    44. 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.
    45. Asheim, Bjorn T & Isaksen, Arne, 2002. "Regional Innovation Systems: The Integration of Local 'Sticky' and Global 'Ubiquitous' Knowledge," The Journal of Technology Transfer, Springer, vol. 27(1), pages 77-86, January.
    46. Robert Hassink, 2010. "Locked in Decline? On the Role of Regional Lock-ins in Old Industrial Areas," Chapters, in: Ron Boschma & Ron Martin (ed.), The Handbook of Evolutionary Economic Geography, chapter 21, Edward Elgar Publishing.
    47. Stijn Kelchtermans & Nicolas Robledo-Bottcher, 2018. "RIO Country Report 2017: Belgium," JRC Research Reports JRC111253, Joint Research Centre.
    48. Audretsch, David B & Feldman, Maryann P, 1996. "R&D Spillovers and the Geography of Innovation and Production," American Economic Review, American Economic Association, vol. 86(3), pages 630-640, June.
    49. Bruno Merlevede & Victoria Purice, 2016. "Distance, time since foreign entry, and productivity spillovers from foreign direct investment," Papers in Regional Science, Wiley Blackwell, vol. 95(4), pages 775-800, November.
    50. Ron Martin & Peter Sunley, 2006. "Path dependence and regional economic evolution," Journal of Economic Geography, Oxford University Press, vol. 6(4), pages 395-437, August.
    51. Wang, Cassandra C. & Wu, Aiqi, 2016. "Geographical FDI knowledge spillover and innovation of indigenous firms in China," International Business Review, Elsevier, vol. 25(4), pages 895-906.
    52. Anthony Howell, 2020. "Industry relatedness, FDI liberalization and the indigenous innovation process in China," Regional Studies, Taylor & Francis Journals, vol. 54(2), pages 229-243, February.
    53. Eduardo Gonçalves & Fernando Salgueiro Perobelli & Inácio Fernandes Araújo, 2017. "Estimating intersectoral technology spillovers for Brazil," The Journal of Technology Transfer, Springer, vol. 42(6), pages 1377-1406, December.
    54. Koen Frenken & Frank Van Oort & Thijs Verburg, 2007. "Related Variety, Unrelated Variety and Regional Economic Growth," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 685-697.
    55. Wooldridge, Jeffrey M., 2009. "On estimating firm-level production functions using proxy variables to control for unobservables," Economics Letters, Elsevier, vol. 104(3), pages 112-114, September.
    56. Ram C. Acharya, 2015. "Revisiting measure of R&D spillovers: empirical evidence on OECD countries and industries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 24(4), pages 360-400, June.
    57. Yuxin Li & Derek Bosworth, 2020. "R&D spillovers in a supply chain and productivity performance in British firms," The Journal of Technology Transfer, Springer, vol. 45(1), pages 177-204, February.
    58. Haijime Katayama & Shihua Lu & James Tybout, 2003. "Why Plant-Level Productivity Studies are Often Misleading, and an Alternative Approach to Interference," NBER Working Papers 9617, National Bureau of Economic Research, Inc.
    59. Agrawal, Ajay & Cockburn, Iain, 2003. "The anchor tenant hypothesis: exploring the role of large, local, R&D-intensive firms in regional innovation systems," International Journal of Industrial Organization, Elsevier, vol. 21(9), pages 1227-1253, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Becker, Bettina & Roper, Stephen & Vanino, Enrico, 2023. "Assessing innovation spillovers from publicly funded R&D and innovation support: Evidence from the UK," Technovation, Elsevier, vol. 128(C).
    2. Yixing Sun & Mingyang Zhang & Yicheng Zhu, 2023. "Do Foreign Direct Investment Inflows in the Producer Service Sector Promote Green Total Factor Productivity? Evidence from China," Sustainability, MDPI, vol. 15(14), pages 1-19, July.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Nicola Cortinovis & Zhiling Wang & Hengky Kurniawan, 2021. "Industrial Relatedness in MNE Spillovers over Geographical Space," Papers in Evolutionary Economic Geography (PEEG) 2111, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2021.
    2. Isaksen , Arne & Trippl , Michaela, 2014. "Regional industrial path development in different regional innovation systems: A conceptual analysis," Papers in Innovation Studies 2014/17, Lund University, CIRCLE - Centre for Innovation Research.
    3. Nicola Cortinovis & Riccardo Crescenzi & Frank van Oort, 2020. "Multinational enterprises, industrial relatedness and employment in European regions [Innovation: mapping the winds of creative destruction]," Journal of Economic Geography, Oxford University Press, vol. 20(5), pages 1165-1205.
    4. Thanh Tam Nguyen-Huu & Ngoc-Sang Pham, 2021. "Escaping the middle income trap and getting economic growth: How does FDI can help the host country?," Working Papers halshs-03143087, HAL.
    5. Ron Boschma, 2021. "Designing Smart Specialization Policy: relatedness, unrelatedness, or what?," Papers in Evolutionary Economic Geography (PEEG) 2128, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2021.
    6. Sara L. McGaughey & Pascalis Raimondos & Lisbeth La Cour, 2018. "What is a Foreign Firm? Implications for Productivity Spillovers," CESifo Working Paper Series 7109, CESifo.
    7. Joan Crespo, 2021. "Agencies, scales and times of path creation: The case of IoT in Toulouse," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(5), pages 1527-1545, October.
    8. Ron Boschma, 2021. "Global Value Chains from an Evolutionary Economic Geography perspective: a research agenda," Papers in Evolutionary Economic Geography (PEEG) 2134, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2021.
    9. Andrea Morrison, 2023. "Towards an evolutionary economic geography research agenda to study migration and innovation," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 16(3), pages 529-542.
    10. Eapen, Alex & Yeo, Jihye & Sasidharan, Subash, 2019. "Finance constraints and technology spillovers from foreign to domestic firms," Economic Modelling, Elsevier, vol. 76(C), pages 50-62.
    11. Orlic, Edvard & Hashi, Iraj & Hisarciklilar, Mehtap, 2018. "Cross sectoral FDI spillovers and their impact on manufacturing productivity," International Business Review, Elsevier, vol. 27(4), pages 777-796.
    12. Nicola Cortinovis & Riccardo Crescenzi & Frank van Oort, 0. "Multinational enterprises, industrial relatedness and employment in European regions," Journal of Economic Geography, Oxford University Press, vol. 20(5), pages 1165-1205.
    13. Bruno Merlevede & Victoria Purice, 2016. "Distance, time since foreign entry, and productivity spillovers from foreign direct investment," Papers in Regional Science, Wiley Blackwell, vol. 95(4), pages 775-800, November.
    14. Andrés Barge‐Gil & Alberto López & Ramón Núñez‐Sánchez, 2020. "Technological spillovers from multinational firms," The World Economy, Wiley Blackwell, vol. 43(12), pages 3184-3202, December.
    15. Jeroen Content & Nicola Cortinovis & Koen Frenken & Jacob Jordaan, 2022. "The roles of KIBS and R&D in the industrial diversification of regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 68(1), pages 29-64, February.
    16. Ron Boschma & Carlo Gianelle, 2014. "Regional Branching and Smart Specialisation Policy," JRC Research Reports JRC88242, Joint Research Centre.
    17. Trippl, Michaela & Asheim, Björn & Miorner, Johan, 2015. "Identification of regions with less developed research and innovation systems," Papers in Innovation Studies 2015/1, Lund University, CIRCLE - Centre for Innovation Research.
    18. Yuandi Wang & Lutao Ning & Jian Li & Martha Prevezer, 2016. "Foreign Direct Investment Spillovers and the Geography of Innovation in Chinese Regions: The Role of Regional Industrial Specialization and Diversity," Regional Studies, Taylor & Francis Journals, vol. 50(5), pages 805-822, May.
    19. Benjamin Montmartin & Ludovic Dibiaggio & Lionel Nesta, 2018. "Regional Alignment and Productivity Growth," SciencePo Working papers Main halshs-01948337, HAL.
    20. Kolja Hesse, 2020. "Related to whom? The impact of organisational and regional capabilities on radical breakthroughs," Bremen Papers on Economics & Innovation 2005, University of Bremen, Faculty of Business Studies and Economics.

    More about this item

    Keywords

    Research and development; Foreign direct investment; Spillovers; Regions; Organisational thickness; Specialisation;
    All these keywords.

    JEL classification:

    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy
    • P17 - Political Economy and Comparative Economic Systems - - Capitalist Economies - - - Performance and Prospects
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R15 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Econometric and Input-Output Models; Other Methods

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:kap:jtecht:v:48:y:2023:i:2:d:10.1007_s10961-022-09918-0. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.