IDEAS home Printed from https://ideas.repec.org/a/wly/agribz/v31y2015i3p314-329.html
   My bibliography  Save this article

Determinants of Agri‐food Firms’ Participation in Public Funded Research and Development

Author

Listed:
  • Jose‐Maria Garcia‐Alvarez‐Coque
  • Francisco Mas‐Verdu
  • Mercedes Sanchez García

Abstract

ABSTRACT A database of over 2,700 agri‐food businesses in the region of Valencia, Spain was used to test the influence of internal characteristics of the firm and of external characteristics linked to local systems on the willingness to participate in R&D activities promoted by knowledge supporting institutions. A Probit model was estimated, correcting possible intragroup correlations when group variables are combined with individual data. Results show that R&D activities are enhanced in medium and large firms, co‐ops, experienced firms and better physical access to technological centers.

Suggested Citation

  • Jose‐Maria Garcia‐Alvarez‐Coque & Francisco Mas‐Verdu & Mercedes Sanchez García, 2015. "Determinants of Agri‐food Firms’ Participation in Public Funded Research and Development," Agribusiness, John Wiley & Sons, Ltd., vol. 31(3), pages 314-329, June.
    • Handle: RePEc:wly:agribz:v:31:y:2015:i:3:p:314-329
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1002/agr.21407
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Audretsch, David B. & Lehmann, Erik E. & Warning, Susanne, 2005. "University spillovers and new firm location," Research Policy, Elsevier, vol. 34(7), pages 1113-1122, September.
    2. Yan Zhang & Haiyang Li, 2010. "Innovation search of new ventures in a technology cluster: the role of ties with service intermediaries," Strategic Management Journal, Wiley Blackwell, vol. 31(1), pages 88-109, January.
    3. Laforet, Sylvie, 2008. "Size, strategic, and market orientation affects on innovation," Journal of Business Research, Elsevier, vol. 61(7), pages 753-764, July.
    4. Erika Raquel Badillo & Rosina Moreno, 2014. "“Are R&D collaborative agreements persistent at the firm level? Empirical evidence for the Spanish case”," AQR Working Papers 201405, University of Barcelona, Regional Quantitative Analysis Group, revised Mar 2014.
    5. Vittorio Galletto & Rafael Boix, 2008. "Marshallian Industrial Districts in Spain," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2008(3), pages 29-52.
    6. Lee, Chang-Yang & Sung, Taeyoon, 2005. "Schumpeter's legacy: A new perspective on the relationship between firm size and R&D," Research Policy, Elsevier, vol. 34(6), pages 914-931, August.
    7. Martinez, Marian Garcia & Briz, Julian, 2000. "Innovation In The Spanish Food And Drink Industry," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 3(2), pages 1-22.
    8. Evans, David S, 1987. "The Relationship between Firm Growth, Size, and Age: Estimates for 100 Manufacturing Industries," Journal of Industrial Economics, Wiley Blackwell, vol. 35(4), pages 567-581, June.
    9. Natarajan Balasubramanian & Jeongsik Lee, 2008. "Firm age and innovation," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 17(5), pages 1019-1047, October.
    10. Howells, Jeremy, 2006. "Intermediation and the role of intermediaries in innovation," Research Policy, Elsevier, vol. 35(5), pages 715-728, June.
    11. Björn Alecke & Christoph Alsleben & Frank Scharr & Gerhard Untiedt, 2006. "Are there really high-tech clusters? The geographic concentration of German manufacturing industries and its determinants," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 40(1), pages 19-42, March.
    12. Don Webber & Nigel Curry & Anthony Plumridge, 2009. "Business Productivity and Area Productivity in Rural England," Regional Studies, Taylor & Francis Journals, vol. 43(5), pages 661-675.
    13. Julian M. Alston, 2010. "The Benefits from Agricultural Research and Development, Innovation, and Productivity Growth," OECD Food, Agriculture and Fisheries Papers 31, OECD Publishing.
    14. Konstantinos Giannakas & Murray Fulton, 2005. "Process Innovation Activity in a Mixed Oligopoly: The Role of Cooperatives," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(2), pages 406-422.
    15. Michael T. Schaper & Leo Paul Dana & Robert B. Anderson & Peter W. Moroz, 2009. "Distribution of firms by size: observations and evidence from selected countries," International Journal of Entrepreneurship and Innovation Management, Inderscience Enterprises Ltd, vol. 10(1), pages 88-96.
    16. Mario Pezzini, 2001. "Rural Policy Lessons from OECD Countries," International Regional Science Review, , vol. 24(1), pages 134-145, January.
    17. Ornella Wanda Maietta, 2014. "Innovation Systems Research in the Italian Food Industry," CSEF Working Papers 358, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
    18. Vecchiato, Riccardo & Roveda, Claudio, 2014. "Foresight for public procurement and regional innovation policy: The case of Lombardy," Research Policy, Elsevier, vol. 43(2), pages 438-450.
    19. Ángela Triguero & David Córcoles & María C. Cuerva, 2013. "Differences in Innovation Between Food and Manufacturing Firms: An Analysis of Persistence," Agribusiness, John Wiley & Sons, Ltd., vol. 29(3), pages 273-292, June.
    20. Tsai, Kuen-Hung & Wang, Jiann-Chyuan, 2005. "Does R&D performance decline with firm size?--A re-examination in terms of elasticity," Research Policy, Elsevier, vol. 34(6), pages 966-976, August.
    21. Michael T. Schaper, 2006. "Distribution patterns of small firms in developed economies: is there an emergent global pattern?," International Journal of Entrepreneurship and Small Business, Inderscience Enterprises Ltd, vol. 3(2), pages 183-189.
    22. Kenneth W. Koput, 1997. "A Chaotic Model of Innovative Search: Some Answers, Many Questions," Organization Science, INFORMS, vol. 8(5), pages 528-542, October.
    23. Huergo, Elena & Jaumandreu, Jordi, 2004. "Firms' age, process innovation and productivity growth," International Journal of Industrial Organization, Elsevier, vol. 22(4), pages 541-559, April.
    24. A. Colin Cameron & Douglas L. Miller, 2010. "Robust Inference with Clustered Data," Working Papers 318, University of California, Davis, Department of Economics.
    25. Stephen G. Donald & Kevin Lang, 2007. "Inference with Difference-in-Differences and Other Panel Data," The Review of Economics and Statistics, MIT Press, vol. 89(2), pages 221-233, May.
    26. Alessandro Muscio, 2007. "THE IMPACT OF ABSORPTIVE CAPACITY ON SMEs' COLLABORATION," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 16(8), pages 653-668.
    27. Tether, Bruce S., 2002. "Who co-operates for innovation, and why: An empirical analysis," Research Policy, Elsevier, vol. 31(6), pages 947-967, August.
    28. Patricia Hemert & Peter Nijkamp & Enno Masurel, 2013. "From innovation to commercialization through networks and agglomerations: analysis of sources of innovation, innovation capabilities and performance of Dutch SMEs," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 50(2), pages 425-452, April.
    29. Spiros Bougheas, 2004. "Internal vs External Financing of R&D," Small Business Economics, Springer, vol. 22(1), pages 11-17, February.
    30. Roberta Capello & Camilla Lenzi, 2013. "Territorial Patterns of Innovation and Economic Growth in European Regions," Growth and Change, Wiley Blackwell, vol. 44(2), pages 195-227, June.
    31. Hagedoorn, John, 2002. "Inter-firm R&D partnerships: an overview of major trends and patterns since 1960," Research Policy, Elsevier, vol. 31(4), pages 477-492, May.
    32. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    33. Robert Hassink, 2005. "How to unlock regional economies from path dependency? From learning region to learning cluster," European Planning Studies, Taylor & Francis Journals, vol. 13(4), pages 521-535, June.
    34. Andrew Copus & Dimitris Skuras & Kyriaki Tsegenidi, 2008. "Innovation and Peripherality: An Empirical Comparative Study of SMEs in Six European Union Member Countries," Economic Geography, Taylor & Francis Journals, vol. 84(1), pages 51-82, January.
    35. Mita Bhattacharya & Harry Bloch, 2004. "Determinants of Innovation," Small Business Economics, Springer, vol. 22(2), pages 155-162, March.
    36. Maarten H. Batterink & Emiel F.M. Wubben & Laurens Klerkx & S.W.F. (Onno) Omta, 2010. "Orchestrating innovation networks: The case of innovation brokers in the agri-food sector," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 22(1), pages 47-76, January.
    37. Abel, Andrew B, 1983. "Optimal Investment under Uncertainty," American Economic Review, American Economic Association, vol. 73(1), pages 228-233, March.
    38. Pavitt, Keith & Robson, Michael & Townsend, Joe, 1987. "The Size Distribution of Innovating Firms in the UK: 1945-1983," Journal of Industrial Economics, Wiley Blackwell, vol. 35(3), pages 297-316, March.
    39. Amitrajeet Batabyal & Peter Nijkamp, 2013. "A multi-region model of economic growth with human capital and negative externalities in innovation," Journal of Evolutionary Economics, Springer, vol. 23(4), pages 909-924, September.
    40. Wang, Yuandi & Zhou, Zhao, 2013. "The dual role of local sites in assisting firms with developing technological capabilities: Evidence from China," International Business Review, Elsevier, vol. 22(1), pages 63-76.
    41. Moulton, Brent R., 1986. "Random group effects and the precision of regression estimates," Journal of Econometrics, Elsevier, vol. 32(3), pages 385-397, August.
    42. Xavier Gellynck & Bert Vermeire, 2009. "The Contribution of Regional Networks to Innovation and Challenges for Regional Policy," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 33(3), pages 719-737, September.
    43. Moulton, Brent R, 1990. "An Illustration of a Pitfall in Estimating the Effects of Aggregate Variables on Micro Unit," The Review of Economics and Statistics, MIT Press, vol. 72(2), pages 334-338, May.
    44. Karantininis, Kostas & Sauer, Johannes & Furtan, William Hartley, 2010. "Innovation and integration in the agri-food industry," Food Policy, Elsevier, vol. 35(2), pages 112-120, April.
    45. John Cantwell & Lucia Piscitello, 2005. "Recent Location of Foreign-owned Research and Development Activities by Large Multinational Corporations in the European Regions: The Role of Spillovers and Externalities," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 1-16.
    46. Meric Gertler, 2010. "Rules of the Game: The Place of Institutions in Regional Economic Change," Regional Studies, Taylor & Francis Journals, vol. 44(1), pages 1-15.
    47. Feng-Jyh Lin & Yi-Hsin Lin, 2012. "The determinants of successful R&D consortia: government strategy for the servitization of manufacturing," Service Business, Springer;Pan-Pacific Business Association, vol. 6(4), pages 489-502, December.
    48. Garcia Alvarez-Coque, Jose-Maria & Lopez-Garcia Usach, T. & Sanchez Garcia, M., 2012. "Territory and innovation behaviour in agri-food firms: does rurality matter?," 126th Seminar, June 27-29, 2012, Capri, Italy 126030, European Association of Agricultural Economists.
    49. Oscar Alfranca, 2005. "Private R&D and Spillovers in European Agriculture," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 11(2), pages 201-213, May.
    50. Pla-Barber, José & Alegre, Joaquín, 2007. "Analysing the link between export intensity, innovation and firm size in a science-based industry," International Business Review, Elsevier, vol. 16(3), pages 275-293, June.
    51. Kloek, T, 1981. "OLS Estimation in a Model Where a Microvariable Is Explained by Aggregates and Contemporaneous Disturbances Are Equicorrelated," Econometrica, Econometric Society, vol. 49(1), pages 205-207, January.
    52. Andrés Barge-Gil & Luis Santamaría & Aurelia Modrego, 2010. "Complementarities Between Universities and Technology Institutes: New Empirical Lessons and Perspectives," European Planning Studies, Taylor & Francis Journals, vol. 19(2), pages 195-215, December.
    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. Mas-Verdú, Francisco & Ortiz-Miranda, Dionisio & García-Álvarez-Coque, José María, 2016. "Examining organizational innovations in different regional settings," Journal of Business Research, Elsevier, vol. 69(11), pages 5324-5329.
    2. José María García Álvarez-Coque & Francisco Mas-Verdú & Norat Roig-Tierno, 2017. "Technological innovation versus non-technological innovation: different conditions in different regional contexts?," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(5), pages 1955-1967, September.
    3. Zouaghi, Ferdaous & Hirsch, Stefan & Garcia, Mercedes Sanchez, 2016. "What Drives Firm Profitability? A Multilevel Approach To The Spanish Agri-Food Sector," 56th Annual Conference, Bonn, Germany, September 28-30, 2016 244762, German Association of Agricultural Economists (GEWISOLA).
    4. José Miguel Giner-Pérez & María Jesús Santa-María, 2021. "Spatial Agglomerations in the Spanish Food Industry: Does Sectorial Disaggregation Matter?," International Regional Science Review, , vol. 44(5), pages 515-559, September.
    5. Jose-Maria Garcia-Alvarez-Coque & Norat Roig-Tierno & Mercedes Sanchez-Garcia & Francisco Mas-Verdu, 2021. "Knowledge Drivers, Business Collaboration and Competitiveness in Rural and Urban Regions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 157(1), pages 9-27, August.

    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. Garcia Alvarez-Coque, Jose-Maria & Lopez-Garcia Usach, T. & Sanchez Garcia, M., 2012. "Territory and innovation behaviour in agri-food firms: does rurality matter?," 126th Seminar, June 27-29, 2012, Capri, Italy 126030, European Association of Agricultural Economists.
    2. Minarelli, Francesca & Raggi, Meri & Viaggi, Davide, 2015. "Innovation in European food SMEs: determinants and links between types," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 4(1), pages 1-21, April.
    3. José María García Álvarez-Coque & Francisco Mas-Verdú & Norat Roig-Tierno, 2017. "Technological innovation versus non-technological innovation: different conditions in different regional contexts?," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(5), pages 1955-1967, September.
    4. Bergner, Sören Martin & Bräutigam, Rainer & Evers, Maria Theresia & Spengel, Christoph, 2017. "The use of SME tax incentives in the European Union," ZEW Discussion Papers 17-006, ZEW - Leibniz Centre for European Economic Research.
    5. Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023. "When Should You Adjust Standard Errors for Clustering?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
    6. A. Colin Cameron & Douglas L. Miller, 2010. "Robust Inference with Clustered Data," Working Papers 106, University of California, Davis, Department of Economics.
    7. Thomas Barrios & Rebecca Diamond & Guido W. Imbens & Michal Kolesár, 2012. "Clustering, Spatial Correlations, and Randomization Inference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 107(498), pages 578-591, June.
    8. Hansen, Bruce E. & Lee, Seojeong, 2019. "Asymptotic theory for clustered samples," Journal of Econometrics, Elsevier, vol. 210(2), pages 268-290.
    9. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    10. Vikström, Johan, 2009. "Cluster sample inference using sensitivity analysis: the case with few groups," Working Paper Series 2009:15, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    11. James G. MacKinnon & Matthew D. Webb, 2017. "Wild Bootstrap Inference for Wildly Different Cluster Sizes," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(2), pages 233-254, March.
    12. Adele Finco & Deborah Bentivoglio & Giorgia Bucci, 2018. "Lessons of Innovation in the Agrifood Sector: Drivers of Innovativeness Performances," Economia agro-alimentare, FrancoAngeli Editore, vol. 20(2), pages 181-192.
    13. Lutz Bellmann & Katalin Evers & Reinhard Hujer, 2018. "Regional and firm-specific effects on innovations using multi-level methods," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 61(2), pages 319-349, September.
    14. Thomas K. Bauer & Tanja Kasten & Lars-H. R. Siemers, 2017. "Business Taxation and Wages: Redistribution and Asymmetric Effects," MAGKS Papers on Economics 201732, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    15. Philip R. P. Coelho & Tung Liu, 2012. "The Returns to College Education," Working Papers 201202, Ball State University, Department of Economics, revised Aug 2012.
    16. Ipsita Roy, 2018. "Role of human resource practices in absorptive capacity and R&D cooperation," Journal of Evolutionary Economics, Springer, vol. 28(4), pages 885-913, September.
    17. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    18. A. Colin Cameron & Douglas L. Miller, 2010. "Robust Inference with Clustered Data," Working Papers 318, University of California, Davis, Department of Economics.
    19. Matthew D. Webb, 2023. "Reworking wild bootstrap‐based inference for clustered errors," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 56(3), pages 839-858, August.
    20. García-Quevedo, José & Mas-Verdú, Francisco & Montolio, Daniel, 2011. "What type of innovative firms acquire knowledge intensive services and from which suppliers?," INGENIO (CSIC-UPV) Working Paper Series 201108, INGENIO (CSIC-UPV).

    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:wly:agribz:v:31:y:2015:i:3:p:314-329. 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: http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1520-6297 .

    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.