IDEAS home Printed from https://ideas.repec.org/a/idn/journl/v24y2021i3ep413-440.html
   My bibliography  Save this article

Foreign Trade, Education, And Innovative Performance: A Multilevel Analysis

Author

Listed:
  • Ahmet Faruk Aysan

    (Hamad Bin Khalifa University)

  • Luis Carlos Castillo-Téllez

    (Istanbul University)

  • Dilek Demirbas

    (Istanbul University)

  • Mustafa Disli

    (Hamad Bin Khalifa University)

Abstract

This study analyses the innovative performance of 5,273 companies across 64 different economic sectors and 32 different regions in Colombia. We assess the effects of education and open economy variables on the innovative performance of firms by analyzing firm, sectoral, and regional level determinants. The study takes the multilevel approach of the innovation process considering the structure and behavior of innovation systems in developing countries. We furthermore focus on technology transfer from foreign trade and the role of education in the process of innovation. We find that education and open economy variables have a significant relationship with innovation performance at the firm and regional levels. We finally conclude that Colombia has a fragmented innovation system with a weak institutional structure, and low interaction between policymakers, industry, universities, research centers.

Suggested Citation

  • Ahmet Faruk Aysan & Luis Carlos Castillo-Téllez & Dilek Demirbas & Mustafa Disli, 2021. "Foreign Trade, Education, And Innovative Performance: A Multilevel Analysis," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 24(3), pages 413-440, September.
  • Handle: RePEc:idn:journl:v:24:y:2021:i:3e:p:413-440
    DOI: https://doi.org/10.21098/bemp.v24i3.1543
    as

    Download full text from publisher

    File URL: https://bulletin.bmeb-bi.org/cgi/viewcontent.cgi?article=1011&context=bmeb
    Download Restriction: no

    File URL: https://libkey.io/https://doi.org/10.21098/bemp.v24i3.1543?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Malerba, Franco, 2002. "Sectoral systems of innovation and production," Research Policy, Elsevier, vol. 31(2), pages 247-264, February.
    2. Galaso, Pablo & Kovářík, Jaromír, 2018. "Collaboration Networks and Innovation: How to Define Network Boundaries," MPRA Paper 85108, University Library of Munich, Germany.
    3. Bernard, Andrew B. & Bradford Jensen, J., 1999. "Exceptional exporter performance: cause, effect, or both?," Journal of International Economics, Elsevier, vol. 47(1), pages 1-25, February.
    4. Martin Srholec, 2011. "A multilevel analysis of innovation in developing countries ," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 20(6), pages 1539-1569, December.
    5. Marotta, Daniela & Mark, Michael & Blom, Andreas & Thorn, Kristian, 2007. "Human capital and university-industry linkages'role in fostering firm innovation : an empirical study of Chile and Colombia," Policy Research Working Paper Series 4443, The World Bank.
    6. Elisabeth Lefebvre & Louis-André Lefebvre, 2002. "Innovative Capabilities as Determinants of Export Performance and Behaviour: A Longitudinal Study of Manufacturing SMEs," Palgrave Macmillan Books, in: Alfred Kleinknecht & Pierre Mohnen (ed.), Innovation and Firm Performance, chapter 12, pages 281-309, Palgrave Macmillan.
    7. 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.
    8. Franco Malerba, 2005. "Sectoral systems of innovation: a framework for linking innovation to the knowledge base, structure and dynamics of sectors," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(1-2), pages 63-82.
    9. Disli, Mustafa & Nagayev, Ruslan & Salim, Kinan & Rizkiah, Siti K. & Aysan, Ahmet F., 2021. "In search of safe haven assets during COVID-19 pandemic: An empirical analysis of different investor types," Research in International Business and Finance, Elsevier, vol. 58(C).
    10. Francesco Bogliacino & Mario Pianta, 2016. "The Pavitt Taxonomy, revisited: patterns of innovation in manufacturing and services," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 33(2), pages 153-180, August.
    11. Grace Carolina Guevara-Rosero, 2020. "Trade, innovation and agglomeration. A case study for Colombia," Estudios Gerenciales, Universidad Icesi, vol. 36(155), pages 156-166, June.
    12. Martin Srholec, 2015. "Understanding the diversity of cooperation on innovation across countries: multilevel evidence from Europe," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 24(1-2), pages 159-182, March.
    13. Anil K. Gupta & Paul E. Tesluk & M. Susan Taylor, 2007. "Innovation At and Across Multiple Levels of Analysis," Organization Science, INFORMS, vol. 18(6), pages 885-897, December.
    14. Alexander Vogel & Joachim Wagner, 2016. "Higher Productivity in Importing German Manufacturing Firms: Self-selection, Learning from Importing or Both?," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 4, pages 139-174, World Scientific Publishing Co. Pte. Ltd..
    15. Sarath Balachandran & Exequiel Hernandez, 2018. "Networks and Innovation: Accounting for Structural and Institutional Sources of Recombination in Brokerage Triads," Organization Science, INFORMS, vol. 29(1), pages 80-99, February.
    16. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    17. Cohen, Wesley M. & Levin, Richard C., 1989. "Empirical studies of innovation and market structure," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 2, chapter 18, pages 1059-1107, Elsevier.
    18. Walid Hadhri & Rigas Arvanitis & Hatem M’Henni, 2016. "Determinants of innovation activities in small and open economies: the Lebanese business sector," Journal of Innovation Economics, De Boeck Université, vol. 0(3), pages 77-107.
    19. Romijn, Henny & Albaladejo, Manuel, 2002. "Determinants of innovation capability in small electronics and software firms in southeast England," Research Policy, Elsevier, vol. 31(7), pages 1053-1067, September.
    20. Keller, Wolfgang, 2010. "International Trade, Foreign Direct Investment, and Technology Spillovers," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 793-829, Elsevier.
    21. Caroline Paunov & Dominique Guellec & Nevine El-Mallakh & Sandra Planes-Satorra & Lukas Nüse, 2019. "On the concentration of innovation in top cities in the digital age," OECD Science, Technology and Industry Policy Papers 85, OECD Publishing.
    22. Richard Florida & Patrick Adler & Charlotta Mellander, 2017. "The city as innovation machine," Regional Studies, Taylor & Francis Journals, vol. 51(1), pages 86-96, January.
    23. Bengt-Åke Lundvall & K. J. Joseph & Cristina Chaminade & Jan Vang (ed.), 2009. "Handbook of Innovation Systems and Developing Countries," Books, Edward Elgar Publishing, number 12943.
    24. Gera, S & Masse, P, 1996. "Employment Performance in the Knowledge-Based Economy," Gouvernement du Canada - Industrial Organization 14, Gouvernement du Canada - Industry Canada.
    25. Baumann, Julian & Kritikos, Alexander S., 2016. "The link between R&D, innovation and productivity: Are micro firms different?," Research Policy, Elsevier, vol. 45(6), pages 1263-1274.
    26. Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
    27. Fagerberg, Jan & Srholec, Martin & Verspagen, Bart, 2010. "Innovation and Economic Development," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 833-872, Elsevier.
    28. Christian Rammer & Jan Kinne & Knut Blind, 2020. "Knowledge proximity and firm innovation: A microgeographic analysis for Berlin," Urban Studies, Urban Studies Journal Limited, vol. 57(5), pages 996-1014, April.
    29. Prodan, I., 2005. "Influence of Research and Development Expenditures on Number of Patent Aplications: Selected Case Studies in OECD countries and Central Europe, 1981-2001," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 5(4).
    30. Cohen, Wesley M & Klepper, Steven, 1996. "A Reprise of Size and R&D," Economic Journal, Royal Economic Society, vol. 106(437), pages 925-951, July.
    31. Ramón Padilla-Pérez & Jan Vang & Cristina Chaminade, 2009. "Regional Innovation Systems in Developing Countries: Integrating Micro and Meso-level Capabilities," Chapters, in: Bengt-Åke Lundvall & K. J. Joseph & Cristina Chaminade & Jan Vang (ed.), Handbook of Innovation Systems and Developing Countries, chapter 6, Edward Elgar Publishing.
    32. R. Schmalensee & R. Willig (ed.), 1989. "Handbook of Industrial Organization," Handbook of Industrial Organization, Elsevier, edition 1, volume 2, number 2.
    33. Alexandra Tsvetkova & Jana Schmutzler & Marcela Suarez & Alessandra Faggian (ed.), 2017. "Innovation in Developing and Transition Countries," Books, Edward Elgar Publishing, number 17239.
    34. Alfred Kleinknecht & Pierre Mohnen (ed.), 2002. "Innovation and Firm Performance," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-59588-0, October.
    35. Julio César Zuluaga Jiménez & Iván Darío Sánchez Manchola & Fernando Barrios Aguirre, 2012. "Ambiente regional y desempeno innovador de las firmas. Una propuesta de análisis multinivel," Estudios Gerenciales, Universidad Icesi, December.
    36. Valentina De Marchi & Roberto Grandinetti, 2017. "Regional Innovation Systems or Innovative Regions? Evidence from Italy," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 108(2), pages 234-249, April.
    37. Rainer Winkelmann, 2008. "Econometric Analysis of Count Data," Springer Books, Springer, edition 0, number 978-3-540-78389-3, December.
    38. R. Schmalensee & R. Willig (ed.), 1989. "Handbook of Industrial Organization," Handbook of Industrial Organization, Elsevier, edition 1, volume 1, number 1.
    39. Ahmet Faruk Aysan & Fouad Bergigui & Mustafa Disli, 2021. "Using Blockchain-Enabled Solutions as SDG Accelerators in the International Development Space," Sustainability, MDPI, vol. 13(7), pages 1-24, April.
    Full references (including those not matched with items on IDEAS)

    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. Fernando Barrios Aguirre & Carolina Carcamo Vergara, 2013. "La innovación en la industria manufacturera de la Región Caribe colombiana," Revista Economía y Región, Universidad Tecnológica de Bolívar, vol. 7(2), pages 119-147, December.
    2. Mariacristina Piva & Marco Vivarelli, 2007. "Is demand-pulled innovation equally important in different groups of firms?," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 31(5), pages 691-710, September.
    3. Rahmouni, Mohieddine & Ayadi, Mohamed & YIldIzoglu, Murat, 2010. "Characteristics of innovating firms in Tunisia: The essential role of external knowledge sources," Structural Change and Economic Dynamics, Elsevier, vol. 21(3), pages 181-196, August.
    4. Bettina Peters & Rebecca Riley & Iulia Siedschlag & Priit Vahter & John McQuinn, 2014. "Innovation and Productivity in Services: Evidence from Germany, Ireland and the United Kingdom," JRC Working Papers on Corporate R&D and Innovation 2014-04, Joint Research Centre.
    5. Sharon Belenzon & Tomer Berkovitz, 2010. "Innovation in Business Groups," Management Science, INFORMS, vol. 56(3), pages 519-535, March.
    6. Dario Guarascio & Mario Pianta & Francesco Bogliacino, 2017. "Export, R&D and New Products: A Model and a Test on European Industries," Economic Complexity and Evolution, in: Andreas Pyka & Uwe Cantner (ed.), Foundations of Economic Change, pages 393-432, Springer.
    7. Wilfred Dolfsma & Gerben Velde, 2014. "Industry innovativeness, firm size, and entrepreneurship: Schumpeter Mark III?," Journal of Evolutionary Economics, Springer, vol. 24(4), pages 713-736, September.
    8. Elisabeth Müller & Volker Zimmermann, 2009. "The importance of equity finance for R&D activity," Small Business Economics, Springer, vol. 33(3), pages 303-318, October.
    9. Mueller, Elisabeth & Zimmermann, Volker, 2006. "The Importance of Equity Finance for R&D Activity: Are There Differences Between Young and OldCompanies?," ZEW Discussion Papers 06-014, ZEW - Leibniz Centre for European Economic Research.
    10. Xulia Gonzalez & Consuelo Pazo, 2004. "Firms' R&D dilemma: to undertake or not to undertake R&D," Applied Economics Letters, Taylor & Francis Journals, vol. 11(1), pages 55-59.
    11. Amin,Mohammad, 2021. "Does Competition from Informal Firms Impact R&D by Formal SMEs ? Evidence Using Firm-Level Survey Data," Policy Research Working Paper Series 9868, The World Bank.
    12. Heshmati, Almas & Kim, Yee-Kyoung & Kim, Hyesung, 2006. "The Effects of Innovation on Performance of Korean Firms," Ratio Working Papers 90, The Ratio Institute.
    13. Frédérique Savignac, 2006. "The impact of financial constraints on innovation: evidence from french manufacturing firms," Cahiers de la Maison des Sciences Economiques v06042, Université Panthéon-Sorbonne (Paris 1).
    14. Fassio Claudio, 2011. "Sectoral invariances or distance-from-the-frontier effect among European mid-low tech sectors," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 201115, University of Turin.
    15. Jeffrey T. Macher, 2006. "Technological Development and the Boundaries of the Firm: A Knowledge-Based Examination in Semiconductor Manufacturing," Management Science, INFORMS, vol. 52(6), pages 826-843, June.
    16. Messaoud Zouikri & Mounir Amdaoud, 2018. "Compétences externes et innovation: le cas des firmes de l'industrie manufacturière algérienne," EconomiX Working Papers 2018-37, University of Paris Nanterre, EconomiX.
    17. Klette, Tor Jakob & Griliches, Zvi, 2000. "Empirical Patterns of Firm Growth and R&D Investment: A Quality Ladder Model Interpretation," Economic Journal, Royal Economic Society, vol. 110(463), pages 363-387, April.
    18. Joshua Drucker, 2009. "Trends in Regional Industrial Concentration in the United States," Working Papers 09-06, Center for Economic Studies, U.S. Census Bureau.
    19. Pradhan, Jaya Prakash & Das, Keshab, 2012. "Exports by Indian Manufacturing SMEs: Regional Patterns and Determinants," MPRA Paper 41804, University Library of Munich, Germany.
    20. Wittkopp, Antje, 2002. "Marktstruktur, Innovationsaktivität und Profitabilität der deutschen Ernährungswirtschaft: Das Beispiel Functional Food," FE Working Papers 0205, Christian-Albrechts-University of Kiel, Department of Food Economics and Consumption Studies.

    More about this item

    Keywords

    Multilevel approach; Innovative performance; Open economy variables; Innovation systems; Multilevel regression models; Developmentean Sovereign debt crisis;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D

    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:idn:journl:v:24:y:2021:i:3e:p:413-440. 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: Lutzardo Tobing or Jimmy Kathon (email available below). General contact details of provider: https://edirc.repec.org/data/bigovid.html .

    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.