IDEAS home Printed from https://ideas.repec.org/a/spr/jahrfr/v36y2016i1p1-28.html
   My bibliography  Save this article

Endogenous intangible resources and their place in the institutional hierarchy

Author

Listed:
  • Annie Tubadji
  • Vassilis Angelis
  • Peter Nijkamp

Abstract

This paper seeks to find evidence for the impact of local culture on the share of intangible investments and the results for productivity per worker in the EU15 countries at the NUTS2 level during the period 2000–2008. The main scope of the paper is to explore the nature and consequences of intangible resources and their hierarchical relationship with culture, thus seeking to identify the genuine endogenous sources of local productivity beyond the standard Romer-type of models. In our study we use basic economic and social indicators from two main sources: the EUROSTAT Regional Database and the European Social Survey (ESS). Regression analysis, based on a pooled cross-section and on a balanced panel through a generalized method of moments (GMM) approach, shows evidence in support of: (i) the classical Tiebout hypothesis on cultural dependence of local public goods in the case of three different types of intangible investments: education, health care, and research and development; (ii) the impact of intangible investments on local productivity which confirms their treatment as investments rather than their usual treatment as a spending category in the national accounts. Clearly, the data set used has its limitations, but what remains most noticeable is the added value of the methodologically alternative measures of local culture employed in our analysis, i.e. a novel cultural attitudes Herfindahl Index, a cultural attitudes Segregation Index, and a CBD (Culture-Based Development) two-vector approach (living culture and cultural heritage). The results generated depict a confirmative picture of the hierarchical relationship between intangible investments, culture and productivity at the regional scale in Europe. Copyright Springer-Verlag Berlin Heidelberg 2016

Suggested Citation

  • 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.
  • Handle: RePEc:spr:jahrfr:v:36:y:2016:i:1:p:1-28
    DOI: 10.1007/s10037-015-0097-5
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s10037-015-0097-5
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s10037-015-0097-5?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. McCleary, Rachel & Barro, Robert, 2003. "Religion and Economic Growth across Countries," Scholarly Articles 3708464, Harvard University Department of Economics.
    2. 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.
    3. Boadway, Robin & Tremblay, Jean-François, 2010. "Mobility and Fiscal Imbalance," National Tax Journal, National Tax Association;National Tax Journal, vol. 63(4), pages 1023-1053, December.
    4. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    5. Crepon, B. & Duguet, E. & Mairesse, J., 1998. "Research Investment, Innovation and Productivity: An Econometric Analysis at the Firm Level," Papiers d'Economie Mathématique et Applications 98.15, Université Panthéon-Sorbonne (Paris 1).
    6. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    7. Robert J. Barro & Rachel M. McCleary, 2005. "Which Countries Have State Religions?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(4), pages 1331-1370.
    8. Marta-Christina SUCIU & Remus Marian AVRAM & Emanuela Maria AVRAM & Raluca EFTIMIE, 2011. "The Potential Of The Investment In Education In Creating Socio-Economic Development In The New Economy And The Knowledge-Based Society," Review of Economic and Business Studies, Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, issue 7, pages 255-264, May.
    9. 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.
    10. John D. Singleton, 2013. "Sorting Charles Tiebout: The Construction and Stabilization of Postwar Public Good Theory," Center for the History of Political Economy Working Paper Series 2013-20, Center for the History of Political Economy.
    11. David Card & Alan B. Krueger, 1992. "School Quality and Black-White Relative Earnings: A Direct Assessment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(1), pages 151-200.
    12. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    13. Levaggi, R. & Moretto, M. & Pertile, P., 2012. "Static and dynamic efficiency of irreversible health care investments under alternative payment rules," Journal of Health Economics, Elsevier, vol. 31(1), pages 169-179.
    14. Chiswick, Barry R. & Huang, Jidong, 2006. "The Earnings of American Jewish Men: Human Capital, Denomination and Religiosity," IZA Discussion Papers 2301, Institute of Labor Economics (IZA).
    15. Bewley, Truman F, 1981. "A Critique of Tiebout's Theory of Local Public Expenditures," Econometrica, Econometric Society, vol. 49(3), pages 713-740, May.
    16. Kenneth Arrow, 1962. "Economic Welfare and the Allocation of Resources for Invention," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 609-626, National Bureau of Economic Research, Inc.
    17. George van Leeuwen & Pierre Mohnen, 2017. "Revisiting the Porter hypothesis: an empirical analysis of Green innovation for the Netherlands," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(1-2), pages 63-77, February.
    18. Tüzin Baycan & Peter Nijkamp, 2012. "A socio-economic impact analysis of urban cultural diversity: pathways and horizons," Chapters, in: Peter Nijkamp & Jacques Poot & Mediha Sahin (ed.), Migration Impact Assessment, chapter 5, pages 175-202, Edward Elgar Publishing.
    19. Katz, Lawrence F. & Autor, David H., 1999. "Changes in the wage structure and earnings inequality," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 26, pages 1463-1555, Elsevier.
    20. Michael Fritsch & Michael Wyrwich, 2012. "The Long Persistence of Regional Entrepreneurship Culture: Germany 1925-2005," Jena Economics Research Papers 2012-036, Friedrich-Schiller-University Jena.
    21. Holtermann, S E, 1972. "Externalities and Public Goods," Economica, London School of Economics and Political Science, vol. 39(153), pages 78-87, February.
    22. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    23. 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.
    24. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    25. 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.
    26. Paul Downward & Andrew Mearman, 2007. "Retroduction as mixed-methods triangulation in economic research: reorienting economics into social science," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 31(1), pages 77-99, January.
    27. Gramlich, Edward M & Rubinfeld, Daniel L, 1982. "Micro Estimates of Public Spending Demand Functions and Tests of the Tiebout and Median-Voter Hypotheses," Journal of Political Economy, University of Chicago Press, vol. 90(3), pages 536-560, June.
    28. Matthew A. Shapiro & Jeffrey B. Nugent, 2012. "Institutions and the sources of innovation: the determinants and effects of international R%D collaboration," International Journal of Public Policy, Inderscience Enterprises Ltd, vol. 8(4/5/6), pages 230-250.
    29. Timothy Besley & Maitreesh Ghatak, 2001. "Government Versus Private Ownership of Public Goods," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1343-1372.
    30. Hong, Lu & Page, Scott E., 2001. "Problem Solving by Heterogeneous Agents," Journal of Economic Theory, Elsevier, vol. 97(1), pages 123-163, March.
    31. Alberto Alesina & Reza Baqir & William Easterly, 1999. "Public Goods and Ethnic Divisions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(4), pages 1243-1284.
    32. Titus Galama, 2011. "A Contribution to Health Capital Theory," Working Papers WR-831, RAND Corporation.
    33. Kubilius, K. & Mishura, Y., 2012. "The rate of convergence of Hurst index estimate for the stochastic differential equation," Stochastic Processes and their Applications, Elsevier, vol. 122(11), pages 3718-3739.
    34. Shiells, Martha Ellen, 1990. "Collective Choice of Working Conditions: Hours in British and U.S. Iron and Steel, 1890–1923," The Journal of Economic History, Cambridge University Press, vol. 50(2), pages 379-392, June.
    35. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    36. Pan, Lijun, 2014. "The impacts of education investment on skilled–unskilled wage inequality and economic development in developing countries," Economic Modelling, Elsevier, vol. 39(C), pages 174-181.
    37. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    38. David Roodman, 2006. "How to Do xtabond2," North American Stata Users' Group Meetings 2006 8, Stata Users Group.
    39. Bruno Crepon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation And Productivity: An Econometric Analysis At The Firm Level," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 7(2), pages 115-158.
    40. McGrath, Karen, 2014. "Does Increased Investment in Responsible Properties Lead to Better Corporate Performance?," MPRA Paper 57767, University Library of Munich, Germany, revised 05 Aug 2014.
    41. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
    42. Robert J. Barro & Rachel McCleary, 2003. "Religion and Economic Growth," NBER Working Papers 9682, National Bureau of Economic Research, Inc.
    43. H. Spencer Banzhaf & Randall P. Walsh, 2008. "Do People Vote with Their Feet? An Empirical Test of Tiebout," American Economic Review, American Economic Association, vol. 98(3), pages 843-863, June.
    44. Bairam, Erkin I. & McRae, Shaun D., 1999. "Testing the convergence hypothesis: a new approach," Economics Letters, Elsevier, vol. 64(3), pages 351-355, September.
    45. Ritzen, Jo & Soete, Luc, 2011. "Research, higher education and innovation: redesigning multi-level governance within Europe in a period of crisis," MERIT Working Papers 2011-056, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    46. Romer, Paul M, 1987. "Growth Based on Increasing Returns Due to Specialization," American Economic Review, American Economic Association, vol. 77(2), pages 56-62, May.
    47. Krugman, Paul R., 1979. "Increasing returns, monopolistic competition, and international trade," Journal of International Economics, Elsevier, vol. 9(4), pages 469-479, November.
    48. Dimitris K. Christopoulos & Efthymios G. Tsionas, 2004. "Convergence and regional productivity differences: Evidence from Greek prefectures," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 38(3), pages 387-396, September.
    49. Charles M. Tiebout, 1956. "A Pure Theory of Local Expenditures," Journal of Political Economy, University of Chicago Press, vol. 64(5), pages 416-416.
    50. Peter Nijkamp & Jacques Poot & Mediha Sahin (ed.), 2012. "Migration Impact Assessment," Books, Edward Elgar Publishing, number 14476.
    51. Daron Acemoglu & James Robinson, 2010. "The Role of Institutions in Growth and Development," Review of Economics and Institutions, Università di Perugia, vol. 1(2).
    52. Annie Tubadji & Brian Osoba & Peter Nijkamp, 2015. "Culture-based development in the USA: culture as a factor for economic welfare and social well-being at a county level," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 39(3), pages 277-303, August.
    53. Whitley, Richard, 2007. "Business Systems and Organizational Capabilities: The Institutional Structuring of Competitive Competences," OUP Catalogue, Oxford University Press, number 9780199205189.
    54. Annie Tubadji & Frank Pelzel, 2015. "Culture based development: measuring an invisible resource using the PLS-PM method," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 42(12), pages 1050-1070, December.
    55. Sara B. Holland, 2014. "The Welfare Implications of Health Capital Investment," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 4(02), pages 1-27.
    56. Offerman, Theo & Sonnemans, Joep & Schram, Arthur, 1996. "Value Orientations, Expectations and Voluntary Contributions in Public Goods," Economic Journal, Royal Economic Society, vol. 106(437), pages 817-845, July.
    57. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    58. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    59. Orhan Kara, 2010. "Comparing two approaches to the rate of return to investment in education," Education Economics, Taylor & Francis Journals, vol. 18(2), pages 153-165.
    60. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    61. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    62. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    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 & Vassilis Angelis, 2016. "Cultural hysteresis, entrepreneurship and economic crisisAn analysis of buffers to unemployment after economic shocks," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 9(1), pages 103-136.
    2. Annie TUBADJI & Vassilis ANGELIS & Peter NIJKAMP, 2019. "Micro-Cultural Preferences and Macro-Percolation of New Ideas: A NetLogo Simulation," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 10(1), pages 168-185, March.
    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. Tubadji, Annie & Nijkamp, Peter, 2017. "Green Online vs Green Offline preferences on local public goods trade-offs and house prices," Socio-Economic Planning Sciences, Elsevier, vol. 58(C), pages 72-86.
    5. Annie Tubadji, 2020. "Value-Free Analysis of Values: A Culture-Based Development Approach," Sustainability, MDPI, vol. 12(22), pages 1-17, November.

    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. Schündeln, Matthias & Playforth, John, 2014. "Private versus social returns to human capital: Education and economic growth in India," European Economic Review, Elsevier, vol. 66(C), pages 266-283.
    2. T. Paul Schultz, 2004. "Evidence of Returns to Schooling in Africa from Household Surveys: Monitoring and Restructuring the Market for Education," Journal of African Economies, Centre for the Study of African Economies, vol. 13(02), pages 95-148, December.
    3. Capolupo, Rosa, 2009. "The New Growth Theories and Their Empirics after Twenty Years," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 3, pages 1-72.
    4. Angel de la Fuente & Antonio Ciccone, 2003. "Human capital in a global and knowledge-based economy," UFAE and IAE Working Papers 562.03, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    5. Corrado Andini, 2013. "How well does a dynamic Mincer equation fit NLSY data? Evidence based on a simple wage-bargaining model," Empirical Economics, Springer, vol. 44(3), pages 1519-1543, June.
    6. 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).
    7. François Rycx & Yves Saks & Ilan Tojerow, 2015. "Does Education Raise Productivity and Wages Equally? The Moderating Roles of Age, Gender and Industry," Working Paper Research 281, National Bank of Belgium.
    8. Kosack, Stephen & Tobin, Jennifer L., 2015. "Which Countries’ Citizens Are Better Off With Trade?," World Development, Elsevier, vol. 76(C), pages 95-113.
    9. Díaz Serrano, Lluís & Pérez, Jessica Helen, 2013. "Do more educated leaders raise citizens’ education?," Working Papers 2072/220219, Universitat Rovira i Virgili, Department of Economics.
    10. Tommaso Agasisti & Aleksei Egorov & Daria Zinchenko & Oleg Leshukov, 2018. "Universities’ Efficiency And Regional Economic Short-Run Growth: Empirical Evidence From Russia," HSE Working papers WP BRP 203/EC/2018, National Research University Higher School of Economics.
    11. Haftu, Girmay Giday, 2019. "Information communications technology and economic growth in Sub-Saharan Africa: A panel data approach," Telecommunications Policy, Elsevier, vol. 43(1), pages 88-99.
    12. Pritha Dev & Blessing U. Mberu & Roland Pongou, 2016. "Ethnic Inequality: Theory and Evidence from Formal Education in Nigeria," Economic Development and Cultural Change, University of Chicago Press, vol. 64(4), pages 603-660.
    13. Balcilar, Mehmet & Gupta, Rangan & Lee, Chien-Chiang & Olasehinde-Williams, Godwin, 2018. "The synergistic effect of insurance and banking sector activities on economic growth in Africa," Economic Systems, Elsevier, vol. 42(4), pages 637-648.
    14. Eric Hanushek & Ludger Woessmann, 2012. "Do better schools lead to more growth? Cognitive skills, economic outcomes, and causation," Journal of Economic Growth, Springer, vol. 17(4), pages 267-321, December.
    15. Yamarik Steven J, 2008. "Estimating Returns to Schooling from State-Level Data: A Macro-Mincerian Approach," The B.E. Journal of Macroeconomics, De Gruyter, vol. 8(1), pages 1-16, August.
    16. Thais Andreia Araujo Souza & Marina Silva Cunha, 2018. "Performance of Brazilian total factor productivity from 2004 to 2014: a sectoral and regional analysis," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 7(1), pages 1-18, December.
    17. Osvaldo Lagares, 2016. "Capital, Economic Growth and Relative Income Differences in Latin America," Discussion Papers 16/03, Department of Economics, University of York.
    18. Eric A. Hanushek & Jens Ruhose & Ludger Woessmann, 2017. "Knowledge Capital and Aggregate Income Differences: Development Accounting for US States," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(4), pages 184-224, October.
    19. Dev, Pritha & Mberu, Blessing & Pongou, Roland, 2013. "Communitarianism, Oppositional Cultures, and Human Capital Contagion: Theory and Evidence from Formal versus Koranic Education," MPRA Paper 46234, University Library of Munich, Germany, revised 15 Apr 2013.
    20. Jens Ruhose, 2015. "Microeconometric Analyses on Economic Consequences of Selective Migration," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 61.

    More about this item

    Keywords

    Intangible investment; Public goods; Cultural capital; Regional disparities; Panel data; Z10; R11;
    All these keywords.

    JEL classification:

    • Z10 - Other Special Topics - - Cultural Economics - - - General
    • 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:jahrfr:v:36:y:2016:i:1:p:1-28. 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.