Skip to main content
Top
Published in: Small Business Economics 1/2020

Open Access 06-03-2019

The global technology frontier: productivity growth and the relevance of Kirznerian and Schumpeterian entrepreneurship

Authors: Esteban Lafuente, Zoltan J. Acs, Mark Sanders, László Szerb

Published in: Small Business Economics | Issue 1/2020

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

We evaluate how country-level entrepreneurship—measured via the national system of entrepreneurship—triggers total factor productivity (TFP) by increasing the effects of Kirznerian and Schumpeterian entrepreneurship. Using a database for 45 developed and developing countries during 2002–2013, we employ non-parametric techniques to build a world technology frontier and compute TFP estimates. The results of the common factor models reveal that the national system of entrepreneurship is a relevant conduit of TFP, and that this effect is heterogeneous across countries. Policies supporting Kirznerian entrepreneurship—e.g., increased business formation rates—may promote the creation of low value-adding businesses which is not associated with higher TFP rates. Policy interventions targeting Schumpeterian entrepreneurship objectives—e.g., innovative entrepreneurship and the development of new technologies—are conducive to technical change by promoting upward shifts in the countries’ production function and, consequently, productivity growth.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Appendix
Available only for authorised users
Footnotes
1
The Romer (1990) and Grossman and Helpman (1991) expanding variety models are in that sense more Schumpeterian in nature. In these models, the introduction of new ideas erodes the profitability of the incumbent businesses. Also, the creative destruction process is not explicit in these models as they do not incorporate the possibility of business exit.
 
2
For Sollow (1957), neutral technical change occurs if the marginal rate of substitution (MRS) between two inputs (x1, x2) is constant and only increase or decrease the output in period t and t + 1: x2t + 1/x1t + 1 = x2t/x1t. Mathematically, neutrality can be written as \( \mathrm{d}/\mathrm{d}t\mathrm{MRS}=\mathrm{d}/\mathrm{d}t\left({F}_1^t/{F}_2^t\right)=-\mathrm{d}/\mathrm{d}t\left(\mathrm{d}x2/\mathrm{d}x1\right)=0 \), where\( {F}_1^t \) and \( {F}_2^t \) are the marginal products and x2/x1 is held constant. Neutrality implies a homothetic inward shift on the unit isoquant (Binswanger 1974).
 
3
Note that we also ran these tests for country-specific time series. Results, available on request, mostly confirm the persistence of the study variables. At the country level, the result of the Maddala and Wu test rejects the null hypothesis of non-stationarity only for six data series of the GEI variable (Argentina, Greece, Jamaica, Norway, Sweden, and the USA), for three data series of the capital/labor ratio variable (Brazil, Iran, and Romania), for two data series of the GDP variable (Greece and Sweden), and for one data series of the TFP index (Norway). In the case of the CIPS test (Pesaran 2007) results indicate that, for all analyzed countries and all variables, the null hypothesis of non-stationarity cannot be rejected at standard levels of significance.
 
4
As we indicated in Section 3, the input variables (capital stock and labor) used to compute the TFP index and its components are introduced individually. Thus, the capital-to-labor variable only captures the effect on productivity of movements of this ratio along the isoquant.
 
Literature
go back to reference Acemoglu, D. (2002). Directed technical change. Review of Economic Studies, 69(4), 781–809.CrossRef Acemoglu, D. (2002). Directed technical change. Review of Economic Studies, 69(4), 781–809.CrossRef
go back to reference Acemoglu, D., Aghion, P., Bursztyn, L., & Hemous, D. (2012). The environment and directed technical change. American Economic Review, 102(1), 131–166.CrossRef Acemoglu, D., Aghion, P., Bursztyn, L., & Hemous, D. (2012). The environment and directed technical change. American Economic Review, 102(1), 131–166.CrossRef
go back to reference Acemoglu, D., Johnson, S., & Robinson, J. A. (2005). Institutions as the fundamental cause of long-run growth. In P. Aghion & S. Durlauf, Handbook of Economic Growth (pp. 385–472). Amsterdam: North-Holland. Acemoglu, D., Johnson, S., & Robinson, J. A. (2005). Institutions as the fundamental cause of long-run growth. In P. Aghion & S. Durlauf, Handbook of Economic Growth (pp. 385–472). Amsterdam: North-Holland.
go back to reference Acemoglu, D., & Zilibotti, F. (2001). Productivity differences. Quarterly Journal of Economics, 116(2), 563–606.CrossRef Acemoglu, D., & Zilibotti, F. (2001). Productivity differences. Quarterly Journal of Economics, 116(2), 563–606.CrossRef
go back to reference Acs, Z. J., & Audretsch, D. B. (1988). Innovation in large and small firms—an empirical analysis. American Economic Review, 78, 678–690. Acs, Z. J., & Audretsch, D. B. (1988). Innovation in large and small firms—an empirical analysis. American Economic Review, 78, 678–690.
go back to reference Acs, Z. J., Audretsch, D. B., Braunerhjelm, P., & Carlsson, B. (2012). Growth and entrepreneurship. Small Business Economics, 39(2), 289–300.CrossRef Acs, Z. J., Audretsch, D. B., Braunerhjelm, P., & Carlsson, B. (2012). Growth and entrepreneurship. Small Business Economics, 39(2), 289–300.CrossRef
go back to reference Acs, Z. J., Audretsch, D. B., Lehmann, E. E., & Licht, G. (2016). National systems of entrepreneurship. Small Business Economics, 46(4), 527–535.CrossRef Acs, Z. J., Audretsch, D. B., Lehmann, E. E., & Licht, G. (2016). National systems of entrepreneurship. Small Business Economics, 46(4), 527–535.CrossRef
go back to reference Acs, Z. J., Autio, E., & Szerb, L. (2014). National systems of entrepreneurship: measurement issues and policy implications. Research Policy, 43(3), 476–494.CrossRef Acs, Z. J., Autio, E., & Szerb, L. (2014). National systems of entrepreneurship: measurement issues and policy implications. Research Policy, 43(3), 476–494.CrossRef
go back to reference Aghion, P., & Howitt, P. (1992). A model of growth through creative destruction. Econometrica, 60(2), 323–351.CrossRef Aghion, P., & Howitt, P. (1992). A model of growth through creative destruction. Econometrica, 60(2), 323–351.CrossRef
go back to reference Arellano, M., & Bond, S. R. (1991). Some tests of specification for panel data. Review of Economic Studies, 58(2), 277–297.CrossRef Arellano, M., & Bond, S. R. (1991). Some tests of specification for panel data. Review of Economic Studies, 58(2), 277–297.CrossRef
go back to reference Atkinson, R. D., & Lind, M. (2018). Big is beautiful: debunking the myth of small business. Cambridge, MA: The MIT Press.CrossRef Atkinson, R. D., & Lind, M. (2018). Big is beautiful: debunking the myth of small business. Cambridge, MA: The MIT Press.CrossRef
go back to reference Bai, J. (2009). Panel data models with interactive fixed effects. Econometrica, 77, 1229–1279.CrossRef Bai, J. (2009). Panel data models with interactive fixed effects. Econometrica, 77, 1229–1279.CrossRef
go back to reference Barro, R. (1991). Economic growth in a cross section of countries. Quarterly Journal of Economics, 106(2), 407–443.CrossRef Barro, R. (1991). Economic growth in a cross section of countries. Quarterly Journal of Economics, 106(2), 407–443.CrossRef
go back to reference Barro, R., & Sala-i-Martin, X. (1997). Technological diffusion, convergence, and growth. Journal of Economic Growth, 2, 1–26.CrossRef Barro, R., & Sala-i-Martin, X. (1997). Technological diffusion, convergence, and growth. Journal of Economic Growth, 2, 1–26.CrossRef
go back to reference Baumol, W. J. (1990). Entrepreneurship: productive, unproductive and destructive. Journal of Political Economy, 98(5), 893–921.CrossRef Baumol, W. J. (1990). Entrepreneurship: productive, unproductive and destructive. Journal of Political Economy, 98(5), 893–921.CrossRef
go back to reference Baumol, W. J., & Strom, R. J. (2007). Entrepreneurship and economic growth. Strategic Entrepreneurship Journal, 1, 233–237.CrossRef Baumol, W. J., & Strom, R. J. (2007). Entrepreneurship and economic growth. Strategic Entrepreneurship Journal, 1, 233–237.CrossRef
go back to reference Binswanger, H. P. (1974). The measurement of technical change bias with many factors of production. American Economic Review, 64, 964–976. Binswanger, H. P. (1974). The measurement of technical change bias with many factors of production. American Economic Review, 64, 964–976.
go back to reference Bjørnskov, C., & Foss, N. J. (2013). How strategic entrepreneurship and the institutional context drive economic growth. Strategic Entrepreneurship Journal, 7, 50–69.CrossRef Bjørnskov, C., & Foss, N. J. (2013). How strategic entrepreneurship and the institutional context drive economic growth. Strategic Entrepreneurship Journal, 7, 50–69.CrossRef
go back to reference Bjørnskov, C., & Foss, N. J. (2016). Institutions, entrepreneurship, and economic growth: what do we know and what do we still need to know? Academy of Management Perspectives, 30(3), 292–315.CrossRef Bjørnskov, C., & Foss, N. J. (2016). Institutions, entrepreneurship, and economic growth: what do we know and what do we still need to know? Academy of Management Perspectives, 30(3), 292–315.CrossRef
go back to reference Blundell, R., & Bond, S. R. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115–143.CrossRef Blundell, R., & Bond, S. R. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115–143.CrossRef
go back to reference Bogetoft, P., & Otto, L. (2011). Benchmarking with DEA, SFA, and R. New York: Springer.CrossRef Bogetoft, P., & Otto, L. (2011). Benchmarking with DEA, SFA, and R. New York: Springer.CrossRef
go back to reference Boussemart, J.-P., Briec, W., Kerstens, K., & Poutineau, J.-C. (2003). Luenberger and Malmquist productivity indices: theoretical comparisons and empirical illustration. Bulletin of Economic Research, 55(4), 391–405.CrossRef Boussemart, J.-P., Briec, W., Kerstens, K., & Poutineau, J.-C. (2003). Luenberger and Malmquist productivity indices: theoretical comparisons and empirical illustration. Bulletin of Economic Research, 55(4), 391–405.CrossRef
go back to reference Caselli, F., & Coleman, W. J., II. (2006). The world technology frontier. American Economic Review, 96(3), 499–522.CrossRef Caselli, F., & Coleman, W. J., II. (2006). The world technology frontier. American Economic Review, 96(3), 499–522.CrossRef
go back to reference Caves, D. W., Christensen, L. R., & Diewert, W. E. (1982). The economic theory of index numbers and the measurement of input, output, and productivity. Econometrica, 50, 1393–1414.CrossRef Caves, D. W., Christensen, L. R., & Diewert, W. E. (1982). The economic theory of index numbers and the measurement of input, output, and productivity. Econometrica, 50, 1393–1414.CrossRef
go back to reference Chudik, A., Pesaran, M. H., & Tosetti, E. (2011). Weak and strong cross-section dependence and estimation of large panels. The Econometrics Journal, 14(1), C45–C90.CrossRef Chudik, A., Pesaran, M. H., & Tosetti, E. (2011). Weak and strong cross-section dependence and estimation of large panels. The Econometrics Journal, 14(1), C45–C90.CrossRef
go back to reference Cooper, W. W., Seiford, L. M., & Zhu, J. (2011). Handbook on data envelopment analysis (2nd ed.). New York: Springer.CrossRef Cooper, W. W., Seiford, L. M., & Zhu, J. (2011). Handbook on data envelopment analysis (2nd ed.). New York: Springer.CrossRef
go back to reference Dumitrescu, E.-I., & Hurlin, C. (2012). Testing for Granger non-causality in heterogeneous panels. Economic Modelling, 29, 1450–1460.CrossRef Dumitrescu, E.-I., & Hurlin, C. (2012). Testing for Granger non-causality in heterogeneous panels. Economic Modelling, 29, 1450–1460.CrossRef
go back to reference Durlauf, S., Johnson, P.A., & Temple, J.R.W. (2005). Growth econometrics. In P. Aghion & S. Durlauf, Handbook of economic growth (pp. 555–677). Amsterdam: North Holland. Durlauf, S., Johnson, P.A., & Temple, J.R.W. (2005). Growth econometrics. In P. Aghion & S. Durlauf, Handbook of economic growth (pp. 555–677). Amsterdam: North Holland.
go back to reference Eberhardt, M., & Bond, S. (2009). Cross-section dependence in nonstationary panel models: a novel estimator. In MPRA Paper 17692. Germany: University Library of Munich. Eberhardt, M., & Bond, S. (2009). Cross-section dependence in nonstationary panel models: a novel estimator. In MPRA Paper 17692. Germany: University Library of Munich.
go back to reference Eberhardt, M., Helmers, C., & Strauss, H. (2013). Do spillovers matter when estimating private returns to R&D? Review of Economics and Statistics, 95(2), 436–448.CrossRef Eberhardt, M., Helmers, C., & Strauss, H. (2013). Do spillovers matter when estimating private returns to R&D? Review of Economics and Statistics, 95(2), 436–448.CrossRef
go back to reference Eberhardt, M., & Teal, F. (2013). No mangoes in the tundra: spatial heterogeneity in agricultural productivity analysis. Oxford Bulletin of Economics and Statistics, 75(6), 914–939.CrossRef Eberhardt, M., & Teal, F. (2013). No mangoes in the tundra: spatial heterogeneity in agricultural productivity analysis. Oxford Bulletin of Economics and Statistics, 75(6), 914–939.CrossRef
go back to reference Färe, R., Grosskopf, S., Lindgren, B., & Roos, P. (1989). Productivity developments in Swedish hospitals: a Malmquist output index approach. In A. Charnes, W.W. Cooper, A.Y. Lewin, & L.M. Seiford, Data envelopment analysis: theory, methodology and applications. Boston: Kluwer Academic Publishers. Färe, R., Grosskopf, S., Lindgren, B., & Roos, P. (1989). Productivity developments in Swedish hospitals: a Malmquist output index approach. In A. Charnes, W.W. Cooper, A.Y. Lewin, & L.M. Seiford, Data envelopment analysis: theory, methodology and applications. Boston: Kluwer Academic Publishers.
go back to reference Färe, R., Grosskopf, S., Norris, M., & Zhang, Z. (1994). Productivity growth, technical progress, and efficiency change in industrialized countries. American Economic Review, 84(1), 66–83. Färe, R., Grosskopf, S., Norris, M., & Zhang, Z. (1994). Productivity growth, technical progress, and efficiency change in industrialized countries. American Economic Review, 84(1), 66–83.
go back to reference Friedberg, L. (1998). Did unilateral divorce raise divorce rates? Evidence from panel data. American Economic Review, 88(3), 608–627. Friedberg, L. (1998). Did unilateral divorce raise divorce rates? Evidence from panel data. American Economic Review, 88(3), 608–627.
go back to reference Grifell-Tatjé, E., & Lovell, C. A. K. (2015). Productivity accounting: the economics of business performance. New York: Cambridge University Press.CrossRef Grifell-Tatjé, E., & Lovell, C. A. K. (2015). Productivity accounting: the economics of business performance. New York: Cambridge University Press.CrossRef
go back to reference Griffith, R., Redding, S., & Van Reenen, J. (2004). Mapping the two faces of R&D: productivity growth in a panel of OECD industries. Review of Economics and Statistics, 86(4), 883–895.CrossRef Griffith, R., Redding, S., & Van Reenen, J. (2004). Mapping the two faces of R&D: productivity growth in a panel of OECD industries. Review of Economics and Statistics, 86(4), 883–895.CrossRef
go back to reference Grossman, G. M., & Helpman, E. (1991). Quality ladders in the theory of growth. Review of Economic Studies, 58(1), 43–61.CrossRef Grossman, G. M., & Helpman, E. (1991). Quality ladders in the theory of growth. Review of Economic Studies, 58(1), 43–61.CrossRef
go back to reference Kao, C. (1999). Spurious regression and residual-based tests for cointegration in panel data. Journal of Econometrics, 65, 9–15. Kao, C. (1999). Spurious regression and residual-based tests for cointegration in panel data. Journal of Econometrics, 65, 9–15.
go back to reference Kapetanios, G., Pesaran, M. H., & Yamagata, T. (2011). Panels with non-stationary multifactor error structures. Journal of Econometrics, 160(2), 326–348.CrossRef Kapetanios, G., Pesaran, M. H., & Yamagata, T. (2011). Panels with non-stationary multifactor error structures. Journal of Econometrics, 160(2), 326–348.CrossRef
go back to reference King, R. G., & Levine, R. (1993). Finance and growth: Schumpeter might be right. Quarterly Journal of Economics, 108(3), 717–737.CrossRef King, R. G., & Levine, R. (1993). Finance and growth: Schumpeter might be right. Quarterly Journal of Economics, 108(3), 717–737.CrossRef
go back to reference Kirchhoff, B. A. (1994). Entrepreneurship and dynamic capitalism. Westport CT: Praeger. Kirchhoff, B. A. (1994). Entrepreneurship and dynamic capitalism. Westport CT: Praeger.
go back to reference Kirzner, I. M. (1973). Competition and entrepreneurship. Chicago: University of Chicago Press. Kirzner, I. M. (1973). Competition and entrepreneurship. Chicago: University of Chicago Press.
go back to reference Kirzner, I. M. (1997). Entrepreneurial discovery and the competitive market process: an Austrian approach. Journal of Economic Literature, 35(1), 60–85. Kirzner, I. M. (1997). Entrepreneurial discovery and the competitive market process: an Austrian approach. Journal of Economic Literature, 35(1), 60–85.
go back to reference Koellinger, P. D., & Thurik, A. R. (2012). Entrepreneurship and the business cycle. Review of Economics and Statistics, 94(4), 1143–1156.CrossRef Koellinger, P. D., & Thurik, A. R. (2012). Entrepreneurship and the business cycle. Review of Economics and Statistics, 94(4), 1143–1156.CrossRef
go back to reference Kumar, S., & Russell, R. R. (2002). Technological change, technological catch-up, and capital deepening: relative contributions to growth and convergence. American Economic Review, 92(3), 527–548.CrossRef Kumar, S., & Russell, R. R. (2002). Technological change, technological catch-up, and capital deepening: relative contributions to growth and convergence. American Economic Review, 92(3), 527–548.CrossRef
go back to reference Lafuente, E., Acs, Z. J., & Szerb, L. (2018). The entrepreneurship paradox: more entrepreneurs are not always good for the economy—the role of the entrepreneurial ecosystem on economic performance in Africa. In SSRN working paper available at https://ssrn.com/abstract=3307617. Lafuente, E., Acs, Z. J., & Szerb, L. (2018). The entrepreneurship paradox: more entrepreneurs are not always good for the economy—the role of the entrepreneurial ecosystem on economic performance in Africa. In SSRN working paper available at https://​ssrn.​com/​abstract=​3307617.
go back to reference Lafuente, E., Szerb, L., & Acs, Z. J. (2016). Country level efficiency and national systems of entrepreneurship: a data envelopment analysis approach. Journal of Technology Transfer, 41(6), 1260–1283.CrossRef Lafuente, E., Szerb, L., & Acs, Z. J. (2016). Country level efficiency and national systems of entrepreneurship: a data envelopment analysis approach. Journal of Technology Transfer, 41(6), 1260–1283.CrossRef
go back to reference Litan, R., Baumol, W., & Schramm, C. J. (2009). Good capitalism, bad capitalism, and the economics of growth and prosperity. New Haven: Yale University Press. Litan, R., Baumol, W., & Schramm, C. J. (2009). Good capitalism, bad capitalism, and the economics of growth and prosperity. New Haven: Yale University Press.
go back to reference Lucas, R. E. (1988). On the mechanics of economic development. Journal of Monetary Economics, 22(1), 3–42.CrossRef Lucas, R. E. (1988). On the mechanics of economic development. Journal of Monetary Economics, 22(1), 3–42.CrossRef
go back to reference Maddala, G. S., & Wu, S. (1999). A comparative study of unit root tests with panel data and a new simple test. Oxford Bulletin of Economics and Statistics, 61, 631–652.CrossRef Maddala, G. S., & Wu, S. (1999). A comparative study of unit root tests with panel data and a new simple test. Oxford Bulletin of Economics and Statistics, 61, 631–652.CrossRef
go back to reference Malmquist, S. (1953). Index numbers and indifference surfaces. Trabajos de Estadistica, 4, 209–242.CrossRef Malmquist, S. (1953). Index numbers and indifference surfaces. Trabajos de Estadistica, 4, 209–242.CrossRef
go back to reference Mankiw, N. G., Romer, D., & Weil, D. N. (1992). A contribution to the empirics of economic growth. Quarterly Journal of Economics, 107, 407–437.CrossRef Mankiw, N. G., Romer, D., & Weil, D. N. (1992). A contribution to the empirics of economic growth. Quarterly Journal of Economics, 107, 407–437.CrossRef
go back to reference Melitz, M. J., & Ottaviano, G. I. (2008). Market size, trade, and productivity. Review of Economic Studies, 75(1), 295–316.CrossRef Melitz, M. J., & Ottaviano, G. I. (2008). Market size, trade, and productivity. Review of Economic Studies, 75(1), 295–316.CrossRef
go back to reference Moll, B. (2014). Productivity losses from financial frictions: can self-financing undo capital misallocation? American Economic Review, 104(10), 3186–3221.CrossRef Moll, B. (2014). Productivity losses from financial frictions: can self-financing undo capital misallocation? American Economic Review, 104(10), 3186–3221.CrossRef
go back to reference Parente, S. L., & Prescott, E. C. (1994). Barriers to technology adoption and development. Journal of Political Economy, 102, 298–321.CrossRef Parente, S. L., & Prescott, E. C. (1994). Barriers to technology adoption and development. Journal of Political Economy, 102, 298–321.CrossRef
go back to reference Parker, S. C. (2009). The economics of entrepreneurship. New York: Cambridge University Press.CrossRef Parker, S. C. (2009). The economics of entrepreneurship. New York: Cambridge University Press.CrossRef
go back to reference Pedroni, P. (1999). Critical values for cointegration tests in heterogeneous panels with multiple regressors. Oxford Bulletin of Economics and Statistics, 61, 653–670.CrossRef Pedroni, P. (1999). Critical values for cointegration tests in heterogeneous panels with multiple regressors. Oxford Bulletin of Economics and Statistics, 61, 653–670.CrossRef
go back to reference Pedroni, P. (2004). Panel cointegration: asymptotic and finite sample properties of pooled time series tests with an application to the PPP hypothesis. Econometric Theory, 20, 597–625.CrossRef Pedroni, P. (2004). Panel cointegration: asymptotic and finite sample properties of pooled time series tests with an application to the PPP hypothesis. Econometric Theory, 20, 597–625.CrossRef
go back to reference Pesaran, M.H. (2004). General diagnostic tests for cross section dependence in panels. IZA Discussion Paper No. 1240. Pesaran, M.H. (2004). General diagnostic tests for cross section dependence in panels. IZA Discussion Paper No. 1240.
go back to reference Pesaran, M. H. (2006). Estimation and inference in large heterogeneous panels with a multifactor error structure. Econometrica, 74(4), 967–1012.CrossRef Pesaran, M. H. (2006). Estimation and inference in large heterogeneous panels with a multifactor error structure. Econometrica, 74(4), 967–1012.CrossRef
go back to reference Pesaran, M. H. (2007). A simple panel unit root test in the presence of cross-section dependence. Journal of Applied Econometrics, 22, 265–312.CrossRef Pesaran, M. H. (2007). A simple panel unit root test in the presence of cross-section dependence. Journal of Applied Econometrics, 22, 265–312.CrossRef
go back to reference Pesaran, M. H., & Smith, R. (1995). Estimating long-run relationships from dynamic heterogeneous panels. Journal of Econometrics, 68(1), 79–113.CrossRef Pesaran, M. H., & Smith, R. (1995). Estimating long-run relationships from dynamic heterogeneous panels. Journal of Econometrics, 68(1), 79–113.CrossRef
go back to reference Pesaran, M. H., & Tosetti, E. (2011). Large panels with common factors and spatial correlations. Journal of Econometrics, 161, 182–202.CrossRef Pesaran, M. H., & Tosetti, E. (2011). Large panels with common factors and spatial correlations. Journal of Econometrics, 161, 182–202.CrossRef
go back to reference Prescott, E. C. (1998). Needed: a theory of total factor productivity. International Economic Review, 49, 525–553.CrossRef Prescott, E. C. (1998). Needed: a theory of total factor productivity. International Economic Review, 49, 525–553.CrossRef
go back to reference Prieger, J. E., Bampoky, C., Blanco, L. R., & Liu, A. (2016). Economic growth and the optimal level of entrepreneurship. World Development, 82, 95–109.CrossRef Prieger, J. E., Bampoky, C., Blanco, L. R., & Liu, A. (2016). Economic growth and the optimal level of entrepreneurship. World Development, 82, 95–109.CrossRef
go back to reference Raphael, S., & Winter-Ebmer, R. (2001). Identifying the effect of unemployment on crime. Journal of Law and Economics, 44(1), 259–283.CrossRef Raphael, S., & Winter-Ebmer, R. (2001). Identifying the effect of unemployment on crime. Journal of Law and Economics, 44(1), 259–283.CrossRef
go back to reference Reynolds, P., Bosma, N., Autio, E., Hunt, S., De Bono, N., Servais, I., Lopez-Garcia, P., & Chin, N. (2005). Global entrepreneurship monitor: data collection design and implementation 1998–2003. Small Business Economics, 24(3), 205–231.CrossRef Reynolds, P., Bosma, N., Autio, E., Hunt, S., De Bono, N., Servais, I., Lopez-Garcia, P., & Chin, N. (2005). Global entrepreneurship monitor: data collection design and implementation 1998–2003. Small Business Economics, 24(3), 205–231.CrossRef
go back to reference Romer, P. M. (1990). Endogenous technological change. Journal of Political Economy, 98, S71–S102.CrossRef Romer, P. M. (1990). Endogenous technological change. Journal of Political Economy, 98, S71–S102.CrossRef
go back to reference Samuelson, P. A., & Swamy, S. (1974). Invariant economic index numbers and canonical duality: survey and synthesis. American Economic Review, 64(4), 566–593. Samuelson, P. A., & Swamy, S. (1974). Invariant economic index numbers and canonical duality: survey and synthesis. American Economic Review, 64(4), 566–593.
go back to reference Shane, S. (2009). Why encouraging more people to become entrepreneurs is bad public policy. Small Business Economics, 33(2), 141–149.CrossRef Shane, S. (2009). Why encouraging more people to become entrepreneurs is bad public policy. Small Business Economics, 33(2), 141–149.CrossRef
go back to reference Schumpeter, J. A. (1934). The theory of economic development: an inquiry into profits, capital, credit, interest, and the business cycle. Cambridge, MA: Harvard University Press. Schumpeter, J. A. (1934). The theory of economic development: an inquiry into profits, capital, credit, interest, and the business cycle. Cambridge, MA: Harvard University Press.
go back to reference Schumpeter, J. A. (1947). The creative response in economic history. Journal of Economic History, 7(2), 149–159.CrossRef Schumpeter, J. A. (1947). The creative response in economic history. Journal of Economic History, 7(2), 149–159.CrossRef
go back to reference Solow, R. M. (1957). Technical change and the aggregate production function. Review of Economics and Statistics, 39(3), 312–320.CrossRef Solow, R. M. (1957). Technical change and the aggregate production function. Review of Economics and Statistics, 39(3), 312–320.CrossRef
go back to reference Van Stel, A., Carree, M., & Thurik, R. (2005). The effect of entrepreneurial activity on national economic growth. Small Business Economics, 24(3), 311–321.CrossRef Van Stel, A., Carree, M., & Thurik, R. (2005). The effect of entrepreneurial activity on national economic growth. Small Business Economics, 24(3), 311–321.CrossRef
go back to reference Wong, P. K., Ho, Y. P., & Autio, E. (2005). Entrepreneurship, innovation and economic growth: evidence from GEM data. Small Business Economics, 24(3), 335–350.CrossRef Wong, P. K., Ho, Y. P., & Autio, E. (2005). Entrepreneurship, innovation and economic growth: evidence from GEM data. Small Business Economics, 24(3), 335–350.CrossRef
go back to reference Wooldridge, J.M. (2002). Econometric analysis of cross section and panel data. Cambridge, MA: The MIT Press. Wooldridge, J.M. (2002). Econometric analysis of cross section and panel data. Cambridge, MA: The MIT Press.
go back to reference Young, A. (1998). Growth without scale effects. Journal of Political Economy, 106(1), 41–63.CrossRef Young, A. (1998). Growth without scale effects. Journal of Political Economy, 106(1), 41–63.CrossRef
Metadata
Title
The global technology frontier: productivity growth and the relevance of Kirznerian and Schumpeterian entrepreneurship
Authors
Esteban Lafuente
Zoltan J. Acs
Mark Sanders
László Szerb
Publication date
06-03-2019
Publisher
Springer US
Published in
Small Business Economics / Issue 1/2020
Print ISSN: 0921-898X
Electronic ISSN: 1573-0913
DOI
https://doi.org/10.1007/s11187-019-00140-1

Other articles of this Issue 1/2020

Small Business Economics 1/2020 Go to the issue