IDEAS home Printed from https://ideas.repec.org/a/spr/lsprsc/v9y2016i3d10.1007_s12076-015-0155-1.html
   My bibliography  Save this article

Six degrees of cultural diversity and R&D output efficiency

Author

Listed:
  • Annie Tubadji

    (University of Bologna
    University of the Aegean)

  • Peter Nijkamp

    (VU University Amsterdam
    Adam Mickiewicz University)

Abstract

This paper seeks to highlight the efficiency of R&D output as a function of a cultural treatment (i.e. exposure) effect. The focus of our research is on the percolation of new R&D ideas from the immaterial world of creative ideas through the cultural lattice of the locality into the documented world of knowledge. Our conceptual model is illustrated with a novel numerical operationalization of the cultural percolation of ideas hypothesis, based on the six degrees of separation literature and using a dataset compiled from EUROSTAT and the European Social Survey. The estimation strategy for the current work relies on a difference-in-differences method from a network percolation approach, with a series of alternative controls and region-fixed effects. The results show a positive significant role of the stability (‘no change’) of the six degrees of cultural diversity (i.e., the likelihood to have six people in a row in a locality originating from a culturally different origin) as a treatment effect for R&D output efficiency (the latter being measured as the number of new ideas over a millions of euros of R&D investments). The main value added of the paper is that it offers a theoretical justification and numerical illustration on how the six degrees of separation paradigm can be used to approximate the tipping point of the percolation of new ideas through the local social network from the pool of ideas to efficient R&D investment decisions.

Suggested Citation

  • Annie Tubadji & Peter Nijkamp, 2016. "Six degrees of cultural diversity and R&D output efficiency," Letters in Spatial and Resource Sciences, Springer, vol. 9(3), pages 247-264, October.
  • Handle: RePEc:spr:lsprsc:v:9:y:2016:i:3:d:10.1007_s12076-015-0155-1
    DOI: 10.1007/s12076-015-0155-1
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s12076-015-0155-1
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s12076-015-0155-1?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. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Bresnahan, Timothy F. & Trajtenberg, M., 1995. "General purpose technologies 'Engines of growth'?," Journal of Econometrics, Elsevier, vol. 65(1), pages 83-108, January.
    3. Elena Bellini & Gianmarco I. P. Ottaviano & Dino Pinelli & Giovanni Prarolo, 2013. "Cultural Diversity and Economic Performance: Evidence from European Regions," Advances in Spatial Science, in: Riccardo Crescenzi & Marco Percoco (ed.), Geography, Institutions and Regional Economic Performance, edition 127, pages 121-141, Springer.
    4. 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.
    5. Carolyn L. Evans & James Harrigan, 2003. "Distance, time, and specialization," International Finance Discussion Papers 766, Board of Governors of the Federal Reserve System (U.S.).
    6. Rebelo, Sergio, 1991. "Long-Run Policy Analysis and Long-Run Growth," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 500-521, June.
    7. Richard Ericson & Ariel Pakes, 1995. "Markov-Perfect Industry Dynamics: A Framework for Empirical Work," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(1), pages 53-82.
    8. Villa, Juan M., 2012. "Simplifying the estimation of difference in differences treatment effects with Stata," MPRA Paper 43943, University Library of Munich, Germany.
    9. Hong, Lu & Page, Scott E., 2001. "Problem Solving by Heterogeneous Agents," Journal of Economic Theory, Elsevier, vol. 97(1), pages 123-163, March.
    10. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    11. Cohen, Wesley M & Klepper, Steven, 1996. "Firm Size and the Nature of Innovation within Industries: The Case of Process and Product R&D," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 232-243, May.
    12. Peter Nijkamp & Jacques Poot & Jessie Bakens (ed.), 2015. "The Economics of Cultural Diversity," Books, Edward Elgar Publishing, number 15883.
    13. Gianmarco I.P. Ottaviano & Giovanni Peri, 2021. "The economic value of cultural diversity: evidence from US cities," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 7, pages 187-222, World Scientific Publishing Co. Pte. Ltd..
    14. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    15. Davelaar, E.J. & Nijkamp, P., 1989. "Industrial innovation and spatial systems : the impact of producer services," Serie Research Memoranda 0045, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
    16. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2006. "Does Culture Affect Economic Outcomes?," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 23-48, Spring.
    17. Storper, Michael, 1995. "Regional technology coalitions an essential dimension of national technology policy," Research Policy, Elsevier, vol. 24(6), pages 895-911, November.
    18. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    19. Manfred Fischer & Monika Bartkowska & Aleksandra Riedl & Sascha Sardadvar & Andrea Kunnert, 2009. "The impact of human capital on regional labor productivity in Europe," Letters in Spatial and Resource Sciences, Springer, vol. 2(2), pages 97-108, October.
    20. Timothy Bresnahan & Pai-Ling Yin, 2010. "Reallocating innovative resources around growth bottlenecks," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(5), pages 1589-1627, October.
    21. Harabi, Najib, 1995. "Appropriability of technical innovations an empirical analysis," Research Policy, Elsevier, vol. 24(6), pages 981-992, November.
    22. Paul M. Romer, 1994. "The Origins of Endogenous Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 3-22, Winter.
    23. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    24. Carlos Lozares & Joan Verd & Irene Cruz & Oriol Barranco, 2014. "Homophily and heterophily in personal networks. From mutual acquaintance to relationship intensity," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(5), pages 2657-2670, September.
    25. Annie Tubadji, 2012. "Culture‐based development: empirical evidence for Germany," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 39(9), pages 690-703, July.
    26. Amitrajeet A. Batabyal & Peter Nijkamp, 2013. "Biodiversity Prospecting over Time and under Uncertainty: A Theory of Sorts," Tinbergen Institute Discussion Papers 13-163/VIII, Tinbergen Institute.
    27. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    28. Gene M. Grossman & Elhanan Helpman, 1993. "Innovation and Growth in the Global Economy," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262570971, December.
    29. Lamberson, P. J. & Page, Scott E., 2012. "Tipping Points," Quarterly Journal of Political Science, now publishers, vol. 7(2), pages 175-208, April.
    30. Zenou, Yves, 2012. "Networks in Economics," CEPR Discussion Papers 9021, C.E.P.R. Discussion Papers.
    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. Annie Tubadji & Peter Nijkamp, 2019. "Cultural attitudes, economic shocks and political radicalization," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 62(3), pages 529-562, June.
    2. Annie Tubadji & Toby Denney & Don J. Webber, 2021. "Cultural relativity in consumers' rates of adoption of artificial intelligence," Economic Inquiry, Western Economic Association International, vol. 59(3), pages 1234-1251, July.
    3. Tubadji, Annie & Nijkamp, Peter & Santarelli, Enrico, 2017. "Shacklean Uncertainty and Cultural Embeddedness as Innovation Constraints in the UK," GLO Discussion Paper Series 111, Global Labor Organization (GLO).
    4. Annie Tubadji, 2021. "Culture and mental health resilience in times of COVID-19," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(4), pages 1219-1259, October.

    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. Durlauf, Steven N. & Quah, Danny T., 1999. "The new empirics of economic growth," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 4, pages 235-308, Elsevier.
    2. Annie Tubadji & Vassilis Angelis & Peter Nijkamp, 2016. "Endogenous intangible resources and their place in the institutional hierarchy," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 36(1), pages 1-28, February.
    3. Sven-Olov Daunfeldt & Niklas Elert & Dan Johansson, 2016. "Are high-growth firms overrepresented in high-tech industries?," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 25(1), pages 1-21.
    4. Knaap, T., 1998. "A survey of complementaries in growth and location theories," Research Report 98C44, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    5. repec:dgr:rugsom:98c44 is not listed on IDEAS
    6. repec:ebl:ecbull:v:2:y:2002:i:1:p:1-15 is not listed on IDEAS
    7. repec:zbw:bofrdp:2010_021 is not listed on IDEAS
    8. Laurent Cavenaile & Christian Gengenbach & Franz Palm, 2014. "Stock Markets, Banks and Long Run Economic Growth: A Panel Cointegration-Based Analysis," De Economist, Springer, vol. 162(1), pages 19-40, March.
    9. Boldrin, Michele & Levine, David K., 2008. "Perfectly competitive innovation," Journal of Monetary Economics, Elsevier, vol. 55(3), pages 435-453, April.
    10. Maria Jesus Herrerias & Vicente Orts, 2011. "The driving forces behind China’s growth," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 19(1), pages 79-124, January.
    11. Mirajul Haq & Muhammad Luqman, 2014. "The contribution of international trade to economic growth through human capital accumulation: Evidence from nine Asian countries," Cogent Economics & Finance, Taylor & Francis Journals, vol. 2(1), pages 1-13, December.
    12. Tubadji, Annie & Nijkamp, Peter, 2016. "Impact of Intangible Cultural Capital on Regional Economic Development: A Study on Culture-Based Development in Greece," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 46(1).
    13. Ilkhom SHARIPOV, 2016. "ECONOMIC GROWTH IN THE EU’S EaP COUNTRIES: DETERMINANTS AND PROSPECTS," EURINT, Centre for European Studies, Alexandru Ioan Cuza University, vol. 3, pages 169-187.
    14. Stephen J. Turnovsky, 2000. "Growth in an open economy: some recent developments," Working Paper Research 05, National Bank of Belgium.
    15. Voosholz, Frauke, 2014. "A survey on modeling economic growth. With special interest on natural resource use," CAWM Discussion Papers 69, University of Münster, Münster Center for Economic Policy (MEP).
    16. Long, N.V. & Wong, K.Y., 1996. "Endogenous Growth and International Trade: A Survey," Working Papers 96-07, University of Washington, Department of Economics.
    17. Jensen, Christian, 2018. "An Endogenously Derived Ak Model Of Economic Growth," Macroeconomic Dynamics, Cambridge University Press, vol. 22(8), pages 2182-2200, December.
    18. Alejandro Díaz-Bautista, 2003. "Convergence And Economic Growth Considering Human Capital And R&D Spillovers," Remef - Revista Mexicana de Economía y Finanzas Nueva Época REMEF (The Mexican Journal of Economics and Finance), Instituto Mexicano de Ejecutivos de Finanzas, IMEF, vol. 2(2), pages 127-143, Junio 200.
    19. Dohse, Dirk, 2000. "Technology policy and the regions -- the case of the BioRegio contest," Research Policy, Elsevier, vol. 29(9), pages 1111-1133, December.
    20. Levine, Ross & Renelt, David, 1991. "Cross-country studies of growth and policy : methodological, conceptual, and statistical problems," Policy Research Working Paper Series 608, The World Bank.
    21. Mateusz Błaszczyk & Leszek Kwieciński & Magdalena Stawicka & Marek Wróblewski, 2017. "Przedsiębiorstwa w parkach technologicznych a paradygmat gospodarki opartej na wiedzy," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 1, pages 69-94.
    22. Petroulas, Pavlos, 2004. "Short-Term Capital Flows and Growth in Developed and Emerging Markets Pavlos," Research Papers in Economics 2004:4, Stockholm University, Department of Economics.
    23. Aykut Kibritçioglu, 2002. "On the Smithian origins of "new" trade and growth theories," Economics Bulletin, AccessEcon, vol. 2(1), pages 1-15.

    More about this item

    Keywords

    Innovation; Percolation; Culture; Knowledge; Six degrees of cultural likeness; Cultural limit of the function of attitude;
    All these keywords.

    JEL classification:

    • Z10 - Other Special Topics - - Cultural Economics - - - General
    • 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
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O43 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Institutions and Growth
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

    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:spr:lsprsc:v:9:y:2016:i:3:d:10.1007_s12076-015-0155-1. 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.