IDEAS home Printed from https://ideas.repec.org/a/bla/canjag/v69y2021i3p311-336.html
   My bibliography  Save this article

Investment in research and development and export performances of Canadian small and medium‐sized agri‐food firms

Author

Listed:
  • Lota D. Tamini
  • Aristide B. Valéa

Abstract

The objective of this study is to analyze the impact of research and development (R&D) investment on the export performance of Canadian agrifood small and medium‐sized enterprises (SMEs) and on that of related sectors, namely, the textile and clothing sector and the manufacture of leather goods and similar products. First, we analyzed explanatory factors for R&D expenses, and then, we analyzed the impact of R&D on extensive (market access) and intensive (trade value) margins of trade using a difference‐in‐differences approach. We used data obtained from the Statistics Canada's National Accounts Longitudinal Microdata File (NALMF) for 2010–2015 and the Trade by Exporter Characteristics (TEC) database. The size of firms and their support from the Canadian government affect their propensity to invest in R&D and the amount of R&D expenses and their intensity, measured as the ratio of R&D to sales of goods and services. Overall, our results show that investment in R&D has a positive impact on the export performance of agrifood SMEs; the impact is smaller when the destination is one of the states in the United States. La présente recherche a pour objectif d'analyser l'impact des investissements en recherche et développement (R&D) sur les performances à l'exportation des entreprises agroalimentaires canadiennes et de celles de secteurs connexes soit les industries du textile et des vêtements et de la fabrication de produits du cuir et produits analogues. Les méthodes d’évaluation d'impact seront utilisées pour analyser les effets des activités d'innovation des entreprises sur leurs performances à l'exportation. Dans un premier temps, les facteurs explicatifs des investissements en R&D sont analysé. Puis nous analysons les effets des investissements en R&D sur les marges extensive (accès aux marchés) et intensive (valeur du commerce). Nous utilisons le Fichier de micro données longitudinales des comptes nationaux (NALMF) de Statistique Canada pour la période de 2010 à 2015 qui est couplé au fichier du programme de Commerce selon les caractéristiques des exportateurs (TEC). La taille des entreprises et l'appui du gouvernement canadien sont déterminants dans la probabilité d'investir dans la R&D ainsi que le montant de ces investissements et son intensité mesurée par le ratio du montant investit sur les ventes totales de biens et services des PME agroalimentaires.

Suggested Citation

  • Lota D. Tamini & Aristide B. Valéa, 2021. "Investment in research and development and export performances of Canadian small and medium‐sized agri‐food firms," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 69(3), pages 311-336, September.
  • Handle: RePEc:bla:canjag:v:69:y:2021:i:3:p:311-336
    DOI: 10.1111/cjag.12296
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/cjag.12296
    Download Restriction: no

    File URL: https://libkey.io/10.1111/cjag.12296?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
    ---><---

    References listed on IDEAS

    as
    1. Esther Ann Bøler & Andreas Moxnes & Karen Helene Ulltveit-Moe, 2015. "R&D, International Sourcing, and the Joint Impact on Firm Performance," American Economic Review, American Economic Association, vol. 105(12), pages 3704-3739, December.
    2. DiPietro, William R. & Anoruo, Emmanuel, 2006. "Creativity, innovation, and export performance," Journal of Policy Modeling, Elsevier, vol. 28(2), pages 133-139, February.
    3. Robert J. R. Elliott & Liza Jabbour & Enrico Vanino, 2020. "Innovation and the Creative Destruction of Trade: A Study of the Intensive and Extensive Margins of Trade for French Firms," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(1), pages 180-208, February.
    4. Bee Yan Aw & Mark J. Roberts & Daniel Yi Xu, 2011. "R&D Investment, Exporting, and Productivity Dynamics," American Economic Review, American Economic Association, vol. 101(4), pages 1312-1344, June.
    5. Impullitti, Giammario & Akcigit, Ufuk & Ates, Sina T., 2018. "Innovation and Trade Policy in a Globalized World," CEPR Discussion Papers 15804, C.E.P.R. Discussion Papers.
    6. Ilke Van Beveren & Hylke Vandenbussche, 2010. "Product and process innovation and firms' decision to export," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 13(1), pages 3-24.
    7. Zhao Chen & Zhikuo Liu & Juan Carlos Suárez Serrato & Daniel Yi Xu, 2021. "Notching R&D Investment with Corporate Income Tax Cuts in China," American Economic Review, American Economic Association, vol. 111(7), pages 2065-2100, July.
    8. Aida Caldera, 2010. "Innovation and exporting: evidence from Spanish manufacturing firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 146(4), pages 657-689, December.
    9. Puhani, Patrick A., 2012. "The treatment effect, the cross difference, and the interaction term in nonlinear “difference-in-differences” models," Economics Letters, Elsevier, vol. 115(1), pages 85-87.
    10. Ruhul Salim & Harry Bloch, 2009. "Business expenditures on R&D and trade performances in Australia: is there a link?," Applied Economics, Taylor & Francis Journals, vol. 41(3), pages 351-361.
    11. Pierre Mohnen & Bronwyn Hall, 2013. "Innovation and Productivity: An Update," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 3(1), pages 47-65, June.
    12. Rufin Baghana & Pierre Mohnen, 2009. "Effectiveness of R&D Tax Incentives in Small and Large Enterprises in Québec," CIRANO Working Papers 2009s-01, CIRANO.
    13. Mark Rogers, 2004. "Networks, Firm Size and Innovation," Small Business Economics, Springer, vol. 22(2), pages 141-153, March.
    14. Elena Golovko & Giovanni Valentini, 2011. "Exploring the complementarity between innovation and export for SMEs’ growth," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 42(3), pages 362-380, April.
    15. Deng, Ziliang & Guo, Honglin & Zhang, Weifu & Wang, Chengqi, 2014. "Innovation and survival of exporters: A contingency perspective," International Business Review, Elsevier, vol. 23(2), pages 396-406.
    16. Richard Blundell & Monica Costa Dias & Costas Meghir & John Van Reenen, 2004. "Evaluating the Employment Impact of a Mandatory Job Search Program," Journal of the European Economic Association, MIT Press, vol. 2(4), pages 569-606, June.
    17. Parisi, Maria Laura & Schiantarelli, Fabio & Sembenelli, Alessandro, 2006. "Productivity, innovation and R&D: Micro evidence for Italy," European Economic Review, Elsevier, vol. 50(8), pages 2037-2061, November.
    18. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    19. Rufin Baghana & Pierre Mohnen, 2009. "Effectiveness of R&D tax incentives in small and large enterprises in Québec," Small Business Economics, Springer, vol. 33(1), pages 91-107, June.
    20. Sourafel Girma & Holger Görg & Aoife Hanley, 2008. "R&D and Exporting: A Comparison of British and Irish Firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 144(4), pages 750-773, December.
    21. Greenhalgh, Christine & Taylor, Paul & Wilson, Rob, 1994. "Innovation and Export Volumes and Prices--A Disaggregated Study," Oxford Economic Papers, Oxford University Press, vol. 46(1), pages 102-135, January.
    22. Philippe Aghion & Antonin Bergeaud & Matthieu Lequien & Marc J. Melitz, 2018. "The Heterogeneous Impact of Market Size on Innovation: Evidence from French Firm-Level Exports," NBER Working Papers 24600, National Bureau of Economic Research, Inc.
    23. Lechner, Michael, 2011. "The Estimation of Causal Effects by Difference-in-Difference Methods," Foundations and Trends(R) in Econometrics, now publishers, vol. 4(3), pages 165-224, November.
    24. Nicholas Bloom & John Van Reenen & Heidi Williams, 2019. "A toolkit of policies to promote innovation," Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 10.
    25. Volpe Martincus, Christian & Carballo, Jerónimo, 2008. "Is export promotion effective in developing countries? Firm-level evidence on the intensive and the extensive margins of exports," Journal of International Economics, Elsevier, vol. 76(1), pages 89-106, September.
    26. Susan Athey & Guido W. Imbens, 2006. "Identification and Inference in Nonlinear Difference-in-Differences Models," Econometrica, Econometric Society, vol. 74(2), pages 431-497, March.
    27. Majid M. Al-Sadoon & Sergi Jiménez-Martín & Jose M. Labeaga, 2019. "Simple methods for consistent estimation of dynamic panel data sample selection models," Economics Working Papers 1631, Department of Economics and Business, Universitat Pompeu Fabra.
    28. Lota D. Tamini & Jean-Philippe Gervais & Bruno Larue, 2010. "Trade liberalisation effects on agricultural goods at different processing stages," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 37(4), pages 453-477, December.
    29. Dar-Brodeur, Afshan & Baldwin, John R. & Yan, Beiling, 2016. "Innovation and Export-market Participation in Canadian Manufacturing," Analytical Studies Branch Research Paper Series 2016386e, Statistics Canada, Analytical Studies Branch.
    30. Marcel Dagenais & Pierre Mohnen & Pierre Therrien, 1996. "Les firmes canadiennes répondent-elles aux incitations fiscales à la recherche-développement? (rapport final)," CIRANO Project Reports 1996rp-03, CIRANO.
    31. Chen, Chung-Jen & Huang, Yi-Fen, 2010. "Creative workforce density, organizational slack, and innovation performance," Journal of Business Research, Elsevier, vol. 63(4), pages 411-417, April.
    32. Lota D. Tamini & Maurice Doyon & Rodrigue Simon, 2016. "Analyzing Trade Liberalization Effects in the Egg Sector Using a Dynamic Gravity Model," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 64(2), pages 383-411, June.
    33. Blalock, Garrick & Gertler, Paul J., 2004. "Learning from exporting revisited in a less developed setting," Journal of Development Economics, Elsevier, vol. 75(2), pages 397-416, December.
    34. Dixon, Jay & Rollin, Anne-Marie, 2012. "Firm Dynamics: Employment Growth Rates of Small Versus Large Firms in Canada," The Canadian Economy in Transition 2012025e, Statistics Canada, Economic Analysis Division.
    35. Bettina Becker, 2015. "Public R&D Policies And Private R&D Investment: A Survey Of The Empirical Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 29(5), pages 917-942, December.
    36. 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.
    37. Ilke Van Beveren & Hylke Vandenbussche, 2010. "Product and process innovation and firms' decision to export," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 13(1), pages 3-24.
    38. Sasan Bakhtiari & Robert Breunig, 2018. "The role of spillovers in research and development expenditure in Australian industries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 27(1), pages 14-38, January.
    39. Dziallas, Marisa & Blind, Knut, 2019. "Innovation indicators throughout the innovation process: An extensive literature analysis," Technovation, Elsevier, vol. 80, pages 3-29.
    40. Anastasia Semykina & Jeffrey M. Wooldridge, 2013. "Estimation of dynamic panel data models with sample selection," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(1), pages 47-61, January.
    41. Cassiman, Bruno & Golovko, Elena & Martínez-Ros, Ester, 2010. "Innovation, exports and productivity," International Journal of Industrial Organization, Elsevier, vol. 28(4), pages 372-376, July.
    42. Bee Yan Aw & Mark J. Roberts & Tor Winston, 2007. "Export Market Participation, Investments in R&D and Worker Training, and the Evolution of Firm Productivity," The World Economy, Wiley Blackwell, vol. 30(1), pages 83-104, January.
    43. Roper, Stephen & Love, James H., 2002. "Innovation and export performance: evidence from the UK and German manufacturing plants," Research Policy, Elsevier, vol. 31(7), pages 1087-1102, September.
    44. Feifei Wu & Huaqing Wu & Xianfeng Zhang, 2020. "How Does Innovation Activity Affect Firm Export Behavior? Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(8), pages 1730-1751, June.
    45. Wooldridge, Jeffrey M., 1995. "Selection corrections for panel data models under conditional mean independence assumptions," Journal of Econometrics, Elsevier, vol. 68(1), pages 115-132, July.
    46. Robert M. Salomon & J. Myles Shaver, 2005. "Learning by Exporting: New Insights from Examining Firm Innovation," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 14(2), pages 431-460, June.
    47. Bhattacharya, Mita & Okafor, Luke Emeka & Pradeep, V., 2021. "International firm activities, R&D, and productivity: Evidence from Indian manufacturing firms," Economic Modelling, Elsevier, vol. 97(C), pages 1-13.
    48. Hui-lin Lin & Eric S. Lin, 2010. "FDI, Trade, and Product Innovation: Theory and Evidence," Southern Economic Journal, John Wiley & Sons, vol. 77(2), pages 434-464, October.
    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. Lota Tamini & Aristide B. Valéa, 2019. "Innovation Activities and Export Performance of Canadian Small and Medium-Sized Agri-Food Firms," CIRANO Working Papers 2019s-09, CIRANO.
    2. Wu, Lichao & Wei, Yingqi & Wang, Chengang & McDonald, Frank & Han, Xia, 2022. "The importance of institutional and financial resources for export performance associated with technological innovation," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    3. Richard Harris & John Moffat, 2011. "R&D, Innovation and Exporting," SERC Discussion Papers 0073, Centre for Economic Performance, LSE.
    4. Rodil, Óscar & Vence, Xavier & Sánchez, María del Carmen, 2016. "The relationship between innovation and export behaviour: The case of Galician firms," Technological Forecasting and Social Change, Elsevier, vol. 113(PB), pages 248-265.
    5. Wu, Lichao & Wei, Yingqi & Wang, Chengang, 2021. "Disentangling the effects of business groups in the innovation-export relationship," Research Policy, Elsevier, vol. 50(1).
    6. Rossi, Stefania Patrizia Sonia & Bonanno, Graziella & Giansoldati, Marco & Gregori, Tullio, 2021. "Export starters and exiters: Do innovation and finance matter?," Structural Change and Economic Dynamics, Elsevier, vol. 56(C), pages 280-297.
    7. Esra Balli & Çiler Sigeze, 2017. "The Nexus Between Research And Development And Export Decision: The Case Of Turkey," International Journal of Business and Economic Sciences Applied Research (IJBESAR), International Hellenic University (IHU), Kavala Campus, Greece (formerly Eastern Macedonia and Thrace Institute of Technology - EMaTTech), vol. 11(1), pages 34-41, December.
    8. David Aristei & Davide Castellani & Chiara Franco, 2013. "Firms’ exporting and importing activities: is there a two-way relationship?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 149(1), pages 55-84, March.
    9. Falk, Martin & de Lemos, Francisco Figueira, 2019. "Complementarity of R&D and productivity in SME export behavior," Journal of Business Research, Elsevier, vol. 96(C), pages 157-168.
    10. Adriana Peluffo & Ernesto Silva, 2016. "New Stuff or Better Ways: What Matters to Survive International Markets?," Documentos de Trabajo (working papers) 16-07, Instituto de Economía - IECON.
    11. Alarcón, Silverio & Sánchez, Mercedes, 2016. "Is there a virtuous circle relationship between innovation activities and exports? A comparison of food and agricultural firms," Food Policy, Elsevier, vol. 61(C), pages 70-79.
    12. Tomasz Brodzicki, 2017. "Internationalisation and Innovation Intensities of Polish Manufacturing Firms: A Close Nexus?," Entrepreneurial Business and Economics Review, Centre for Strategic and International Entrepreneurship at the Cracow University of Economics., vol. 5(1), pages 91-109.
    13. Tomasz Brodzicki & Dorota Ciolek, 2016. "Creativity pays off. Innovation, innovation strategy, and internationalization," Working Papers 1601, Instytut Rozwoju, Institute for Development.
    14. Massimiliano Bratti & Giulia Felice, 2012. "Are Exporters More Likely to Introduce Product Innovations?," The World Economy, Wiley Blackwell, vol. 35(11), pages 1559-1598, November.
    15. Halima Jibril & Stephen Roper, 2022. "Of chickens and eggs: Exporting, innovation novelty and productivity," Working Papers 027, The Productivity Institute.
    16. Peters, Bettina & Roberts, Mark J. & Vuong, Van Anh, 2022. "Firm R&D investment and export market exposure," Research Policy, Elsevier, vol. 51(10).
    17. Dosi, Giovanni & Grazzi, Marco & Moschella, Daniele, 2015. "Technology and costs in international competitiveness: From countries and sectors to firms," Research Policy, Elsevier, vol. 44(10), pages 1795-1814.
    18. Areti Gkypali & Apostolos Rafailidis & Kostas Tsekouras, 2015. "Innovation and export performance: do young and mature innovative firms differ?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 5(2), pages 397-415, December.
    19. Jože.P.Damijan & Črt. Kostevc, 2010. "Learning from trade through innovation: Causal link between imports, exports and innovation in Spanish microdata," LICOS Discussion Papers 26410, LICOS - Centre for Institutions and Economic Performance, KU Leuven.
    20. Adriana Peluffo & Inmaculada Martinez-Zarzoso & Ernesto Silva, 2020. "New stuff or better ways: what matters to access international markets?," Journal of Applied Economics, Taylor & Francis Journals, vol. 23(1), pages 656-678, January.

    More about this item

    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:bla:canjag:v:69:y:2021:i:3:p:311-336. 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: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/caefmea.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.