IDEAS home Printed from https://ideas.repec.org/a/kap/jtecht/v38y2013i6p896-910.html
   My bibliography  Save this article

Spatial and industry proximity in collaborative research: evidence from Italian manufacturing firms

Author

Listed:
  • Oliviero Carboni

Abstract

This paper attempts to check the existence of geographic and industry distance effects, alongside other microeconomic determinants, on firms’ decisions to engage in R&D collaboration. Physical distance is defined by geographical coordinates while the measure of industry distance is based on the trade intensity between sectors. The model specified here refers to the combined spatial autoregressive model with autoregressive disturbances and it is estimated through the spatial two stage least square procedure. The results show that both geographical and industry proximity, positively affect the decision to cooperate in R&D. Copyright Springer Science+Business Media New York 2013

Suggested Citation

  • Oliviero Carboni, 2013. "Spatial and industry proximity in collaborative research: evidence from Italian manufacturing firms," The Journal of Technology Transfer, Springer, vol. 38(6), pages 896-910, December.
  • Handle: RePEc:kap:jtecht:v:38:y:2013:i:6:p:896-910
    DOI: 10.1007/s10961-012-9279-2
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s10961-012-9279-2
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s10961-012-9279-2?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. Giuseppe Medda & Claudio Piga, 2014. "Technological spillovers and productivity in Italian manufacturing firms," Journal of Productivity Analysis, Springer, vol. 41(3), pages 419-434, June.
    2. Charbel Macdissi & Syoum Negassi, 2002. "International R&D Spillovers: An Empirical Study," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 11(2), pages 77-91.
    3. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    4. Kelejian, Harry H. & Prucha, Ingmar R., 2010. "Specification and estimation of spatial autoregressive models with autoregressive and heteroskedastic disturbances," Journal of Econometrics, Elsevier, vol. 157(1), pages 53-67, July.
    5. Martin Andersson & Urban Gråsjö, 2009. "Spatial dependence and the representation of space in empirical models," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(1), pages 159-180, March.
    6. Raffaele Paci & Emanuela Marrocu & Stefano Usai, 2014. "The Complementary Effects of Proximity Dimensions on Knowledge Spillovers," Spatial Economic Analysis, Taylor & Francis Journals, vol. 9(1), pages 9-30, March.
    7. Roderik Ponds & Frank Van Oort & Koen Frenken, 2007. "The geographical and institutional proximity of research collaboration," Papers in Regional Science, Wiley Blackwell, vol. 86(3), pages 423-443, August.
    8. Hordijk, L., 1974. "Spatial correlation in the disturbances of a linear interregional model," Regional and Urban Economics, Elsevier, vol. 4(2), pages 117-140, October.
    9. Francesco Aiello & Paola Cardamone, 2008. "R&D spillovers and firms’ performance in Italy," Empirical Economics, Springer, vol. 34(1), pages 143-166, February.
    10. James D. Adams & Adam B. Jaffe, 1996. "Bounding the Effects of R&D: An Investigation Using Matched Establishment-Firm Data," RAND Journal of Economics, The RAND Corporation, vol. 27(4), pages 700-721, Winter.
    11. Bruno Cassiman & Reinhilde Veugelers, 2002. "R&D Cooperation and Spillovers: Some Empirical Evidence from Belgium," American Economic Review, American Economic Association, vol. 92(4), pages 1169-1184, September.
    12. Belderbos, Rene & Carree, Martin & Diederen, Bert & Lokshin, Boris & Veugelers, Reinhilde, 2004. "Heterogeneity in R&D cooperation strategies," International Journal of Industrial Organization, Elsevier, vol. 22(8-9), pages 1237-1263, November.
    13. Oliviero Carboni, 2011. "R&D subsidies and private R&D expenditures: evidence from Italian manufacturing data," International Review of Applied Economics, Taylor & Francis Journals, vol. 25(4), pages 419-439.
    14. Piga, Claudio & Poyago-Theotoky, Joanna, 2005. "Endogenous R&D spillovers and locational choice," Regional Science and Urban Economics, Elsevier, vol. 35(2), pages 127-139, March.
    15. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
    16. Giovanni Abramo & Ciriaco D’Angelo & Flavia Di Costa & Marco Solazzi, 2011. "The role of information asymmetry in the market for university–industry research collaboration," The Journal of Technology Transfer, Springer, vol. 36(1), pages 84-100, February.
    17. Oliviero A. Carboni, 2013. "A spatial analysis of R&D: the role of industry proximity," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 22(8), pages 820-839, November.
    18. Irani Arraiz & David M. Drukker & Harry H. Kelejian & Ingmar R. Prucha, 2010. "A Spatial Cliff‐Ord‐Type Model With Heteroskedastic Innovations: Small And Large Sample Results," Journal of Regional Science, Wiley Blackwell, vol. 50(2), pages 592-614, May.
    19. Keller, Wolfgang, 2002. "Trade and the Transmission of Technology," Journal of Economic Growth, Springer, vol. 7(1), pages 5-24, March.
    20. David M. Drukker & Hua Peng & Ingmar Prucha & Rafal Raciborski, 2013. "Creating and managing spatial-weighting matrices with the spmat command," Stata Journal, StataCorp LP, vol. 13(2), pages 242-286, June.
    21. 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.
    22. Wolff, Edward N. & Ishaq Nadiri, M., 1993. "Spillover effects, linkage structure, and research and development," Structural Change and Economic Dynamics, Elsevier, vol. 4(2), pages 315-331, December.
    23. Bart Los & Bart Verspagen, 2000. "R&D spillovers and productivity: Evidence from U.S. manufacturing microdata," Empirical Economics, Springer, vol. 25(1), pages 127-148.
    24. Giovanni Peri, 2005. "Determinants of Knowledge Flows and Their Effect on Innovation," The Review of Economics and Statistics, MIT Press, vol. 87(2), pages 308-322, May.
    25. Michael J. Orlando, 2004. "Measuring Spillovers from Industrial R&D: On the Importance of Geographic and Technological Proximity," RAND Journal of Economics, The RAND Corporation, vol. 35(4), pages 777-786, Winter.
    26. Scott W. Cunningham & Claudia Werker, 2012. "Proximity and collaboration in European nanotechnology," Papers in Regional Science, Wiley Blackwell, vol. 91(4), pages 723-742, November.
    27. Donald S. Siegel & Catherine J. Morrison Paul, 1999. "Scale Economies and Industry Agglomeration Externalities: A Dynamic Cost Function Approach," American Economic Review, American Economic Association, vol. 89(1), pages 272-290, March.
    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. Anna M. Ferragina & Giulia Nunziante, 2018. "Are Italian firms performances influenced by innovation of domestic and foreign firms nearby in space and sectors?," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 45(3), pages 335-360, September.
    2. Loet Leydesdorff & Igone Porto-Gomez, 2019. "Measuring the expected synergy in Spanish regional and national systems of innovation," The Journal of Technology Transfer, Springer, vol. 44(1), pages 189-209, February.
    3. Oliviero A. Carboni & Claudio Detotto, 2016. "The economic consequences of crime in Italy," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 43(1), pages 122-140, January.
    4. Giorgio Calcagnini & Ilario Favaretto & Germana Giombini & Francesco Perugini & Rosalba Rombaldoni, 2016. "The role of universities in the location of innovative start-ups," The Journal of Technology Transfer, Springer, vol. 41(4), pages 670-693, August.
    5. repec:cup:judgdm:v:14:y:2019:i:3:p:299-308 is not listed on IDEAS
    6. Luigi Aldieri & Gennaro Guida & Maxim Kotsemir & Concetto Paolo Vinci, 2019. "An investigation of impact of research collaboration on academic performance in Italy," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(4), pages 2003-2040, July.
    7. Aiello, Francesco & Castiglione, Concetta, 2014. "Being efficient to stay strong in a weak economy. The case of calabrian manufacturing firms," MPRA Paper 54366, University Library of Munich, Germany.
    8. Cardamone, Paola, 2014. "R&D, spatial proximity and productivity at firm level: evidence from Italy," MPRA Paper 57149, University Library of Munich, Germany.
    9. Glenda Kruss & Mariette Visser, 2017. "Putting university–industry interaction into perspective: a differentiated view from inside South African universities," The Journal of Technology Transfer, Springer, vol. 42(4), pages 884-908, August.
    10. Tommaso Agasisti & Cristian Barra & Roberto Zotti, 2019. "Research, knowledge transfer, and innovation: The effect of Italian universities’ efficiency on local economic development 2006−2012," Journal of Regional Science, Wiley Blackwell, vol. 59(5), pages 819-849, November.
    11. Carboni, Oliviero A., 2013. "Heterogeneity in R&D collaboration: An empirical investigation," Structural Change and Economic Dynamics, Elsevier, vol. 25(C), pages 48-59.
    12. Adalgiso Amendola & Cristian Barra & Roberto Zotti, 2020. "Does graduate human capital production increase local economic development? An instrumental variable approach," Journal of Regional Science, Wiley Blackwell, vol. 60(5), pages 959-994, November.
    13. Douglas S. Noonan & Joanna Woronkowicz & Jessica Sherrod Hale, 2021. "More than STEM: spillovers from higher education institution infrastructure investments in the arts," The Journal of Technology Transfer, Springer, vol. 46(6), pages 1784-1813, December.
    14. Miao He & Guibing He & Jiaxin Chen & Yuan Wang, 2019. "Sense of control matters: A long spatial distance leads to a short-term investment preference," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 14(3), pages 299-308, May.
    15. Saxena, Gunjan, 2015. "Imagined relational capital: An analytical tool in considering small tourism firms' sociality," Tourism Management, Elsevier, vol. 49(C), pages 109-118.
    16. Iacobucci, Donato & Perugini, Francesco, 2023. "Innovation performance in traditional industries: Does proximity to universities matter," Technological Forecasting and Social Change, Elsevier, vol. 189(C).

    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. Oliviero A. Carboni, 2013. "A spatial analysis of R&D: the role of industry proximity," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 22(8), pages 820-839, November.
    2. Oliviero A. Carboni, 2013. "Investment in Information and Communication Technologies (ICT): The Role of Geographic Distance and Industry Proximity," The Review of Regional Studies, Southern Regional Science Association, vol. 43(2,3), pages 191-212, Winter.
    3. Giuseppe Medda & Claudio Piga, 2014. "Technological spillovers and productivity in Italian manufacturing firms," Journal of Productivity Analysis, Springer, vol. 41(3), pages 419-434, June.
    4. G Medda & C. Piga, 2004. "R&S e spillover industriali: un'analisi sulle imprese italiane," Working Paper CRENoS 200406, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    5. Aldieri, Luigi & Sena, Vania & Vinci, Concetto Paolo, 2018. "Domestic R&D spillovers and absorptive capacity: Some evidence for US, Europe and Japan," International Journal of Production Economics, Elsevier, vol. 198(C), pages 38-49.
    6. Shang, Qingyan & Poon, Jessie P.H. & Yue, Qingtang, 2012. "The role of regional knowledge spillovers on China's innovation," China Economic Review, Elsevier, vol. 23(4), pages 1164-1175.
    7. Mitze, Timo & Naveed, Amjad & Ahmad, Nisar, 2016. "International, intersectoral, or unobservable? Measuring R&D spillovers under weak and strong cross-sectional dependence," Journal of Macroeconomics, Elsevier, vol. 50(C), pages 259-272.
    8. Cardamone, Paola, 2014. "R&D, spatial proximity and productivity at firm level: evidence from Italy," MPRA Paper 57149, University Library of Munich, Germany.
    9. Bettina Becker, 2013. "The Determinants of R&D Investment: A Survey of the Empirical Research," Discussion Paper Series 2013_09, Department of Economics, Loughborough University, revised Sep 2013.
    10. Anne Plunket, 2009. "Firms’ inventiveness and localized vertical R&D spillovers," Journal of Innovation Economics, De Boeck Université, vol. 0(2), pages 147-170.
    11. Oliviero A. Carboni & Claudio Detotto, 2016. "The economic consequences of crime in Italy," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 43(1), pages 122-140, January.
    12. Rafael Boix & José Luis Hervás-Oliver & Blanca De Miguel-Molina, 2013. "“I want creative neighbours”. Do creative service industries spillovers cross regional boundaries?," Working Papers 1315, Department of Applied Economics II, Universidad de Valencia.
    13. Jan Van Hove, 2008. "The Impact of R&D Spillovers on Export Value: Does the Transmission Channel matter?," Working Papers 2008.3, International Network for Economic Research - INFER.
    14. Paola Cardamone, 2018. "Firm innovation and spillovers in Italy: Does geographical proximity matter?," Letters in Spatial and Resource Sciences, Springer, vol. 11(1), pages 1-16, March.
    15. Bivand, Roger & Piras, Gianfranco, 2015. "Comparing Implementations of Estimation Methods for Spatial Econometrics," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 63(i18).
    16. Sam Tavassoli & Lars Bengtsson & Charlie Karlsson, 2017. "Strategic entrepreneurship and knowledge spillovers: spatial and aspatial perspectives," International Entrepreneurship and Management Journal, Springer, vol. 13(1), pages 233-249, March.
    17. Kyriakos Drivas & Claire Economidou & Sotiris Karkalakos, 2014. "Spatial Aspects of Innovation Activity in the US," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 5(3), pages 464-480, September.
    18. Yuri Jo & Chang-Yang Lee, 2014. "Technological Capability, Agglomeration Economies and Firm Location Choice," Regional Studies, Taylor & Francis Journals, vol. 48(8), pages 1337-1352, August.
    19. Nakazawa, Katsuyoshi & Matsuoka, Hirokazu, 2016. "Change in Strategic Interaction after Introducing Policy," MPRA Paper 73512, University Library of Munich, Germany.
    20. Harald Badinger & Peter Egger, 2015. "Fixed Effects and Random Effects Estimation of Higher-order Spatial Autoregressive Models with Spatial Autoregressive and Heteroscedastic Disturbances," Spatial Economic Analysis, Taylor & Francis Journals, vol. 10(1), pages 11-35, March.

    More about this item

    Keywords

    Spatial weights; Spatial dependence; Spatial models; R&D; C31; R15; O10; O31;
    All these keywords.

    JEL classification:

    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
    • R15 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Econometric and Input-Output Models; Other Methods
    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives

    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:38:y:2013:i:6:p:896-910. 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.