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A new panel dataset for cross-country analyses of national systems, growth and development (CANA)

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  • Castellacci, Fulvio
  • Natera, Jose Miguel

Abstract

Missing data represent an important limitation for cross-country analyses of national systems, growth and development. This paper presents a new cross-country panel dataset with no missing value. We make use of a new method of multiple imputation that has recently been developed by Honaker and King (2010) to deal specifically with time-series cross-section data at the country-level. We apply this method to construct a large dataset containing a great number of indicators measuring six key country-specific dimensions: innovation and technological capabilities, education system and human capital, infrastructures, economic competitiveness, political-institutional factors, and social capital. The CANA panel dataset thus obtained provides a rich and complete set of 41 indicators for 134 countries in the period 1980-2008 (for a total of 3886 country-year observations). The empirical analysis shows the reliability of the dataset and its usefulness for cross-country analyses of national systems, growth and development. The new dataset is publicly available.

Suggested Citation

  • Castellacci, Fulvio & Natera, Jose Miguel, 2011. "A new panel dataset for cross-country analyses of national systems, growth and development (CANA)," MPRA Paper 28376, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:28376
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    References listed on IDEAS

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    1. Fagerberg, Jan & Srholec, Martin & Knell, Mark, 2007. "The Competitiveness of Nations: Why Some Countries Prosper While Others Fall Behind," World Development, Elsevier, vol. 35(10), pages 1595-1620, October.
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    4. Archibugi, Daniele & Coco, Alberto, 2004. "A New Indicator of Technological Capabilities for Developed and Developing Countries (ArCo)," World Development, Elsevier, vol. 32(4), pages 629-654, April.
    5. Barro, Robert J & Lee, Jong-Wha, 2001. "International Data on Educational Attainment: Updates and Implications," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 541-563, July.
    6. Fulvio Castellacci, 2004. "A neo-Schumpeterian Approach to Why Growth Rates Differ," Revue économique, Presses de Sciences-Po, vol. 55(6), pages 1145-1169.
    7. Meghnad Desai & Sakiko Fukuda-Parr & Claes Johansson & Fransisco Sagasti, 2002. "Measuring the Technology Achievement of Nations and the Capacity to Participate in the Network Age," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 3(1), pages 95-122.
    8. Castellacci, Fulvio, 2008. "Technology clubs, technology gaps and growth trajectories," Structural Change and Economic Dynamics, Elsevier, vol. 19(4), pages 301-314, December.
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    Cited by:

    1. Andrea Filippetti & Frederick Guy, 2016. "Risk-taking, skill diversity, and the quality of human capital: how insurance affects innovation," Papers in Evolutionary Economic Geography (PEEG) 1625, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2016.
    2. Georges Bresson & Jean-Michel Etienne & Pierre Mohnen, 2011. "How important is innovation? A Bayesian factor-augmented productivity model on panel data," Working Papers halshs-00812155, HAL.
    3. Jan Fagerberg & Martin Srholec, 2016. "Global dynamics, capabilities and the crisis," Journal of Evolutionary Economics, Springer, vol. 26(4), pages 765-784, October.
    4. Castellacci, Fulvio & Natera, Jose Miguel, 2013. "The dynamics of national innovation systems: A panel cointegration analysis of the coevolution between innovative capability and absorptive capacity," Research Policy, Elsevier, vol. 42(3), pages 579-594.
    5. Guadagno, Francesca, 2016. "The determinanths of industrialisation in developing countries, 1960-2005," MERIT Working Papers 031, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    6. Fulvio Castellacci & Jose Miguel Natera, 2015. "The Convergence Paradox: The Global Evolution of National Innovation Systems," Working Papers on Innovation Studies 20150821, Centre for Technology, Innovation and Culture, University of Oslo.
    7. Cecilia Jona Lasinio & Stefano Manzocchi & Valentina Meliciani, 2017. "Knowledge Based Capital and Value Creation in Global Supply Chains," Working Papers LuissLab 17134, Dipartimento di Economia e Finanza, LUISS Guido Carli.
    8. Wim Naudé, 2011. "Foreign Aid for Innovation: The Missing Ingredient in Private Sector Development?," Working Papers 2011/35, Maastricht School of Management.
    9. Naudé, Wim & Szirmai, Adam & Lavopa, Alejandro, 2013. "Industrialization Lessons from BRICS: A Comparative Analysis," IZA Discussion Papers 7543, Institute for the Study of Labor (IZA).
    10. repec:ucm:wpaper:05-13 is not listed on IDEAS
    11. Isabel Álvarez González & Romilio Labra, 2013. "Identifying the role of natural resources in knowledge-based strategies of development," Working Papers del Instituto Complutense de Estudios Internacionales 1305, Universidad Complutense de Madrid, Instituto Complutense de Estudios Internacionales.
    12. Proksch, Dorian & Haberstroh, Marcus Max & Pinkwart, Andreas, 2017. "Increasing the national innovative capacity: Identifying the pathways to success using a comparative method," Technological Forecasting and Social Change, Elsevier, vol. 116(C), pages 256-270.
    13. Fagerberg , Jan & Srholec , Martin, 2015. "Capabilities, Competitiveness, Nations," Papers in Innovation Studies 2015/2, Lund University, CIRCLE - Center for Innovation, Research and Competences in the Learning Economy.
    14. KASMAOUI, Kamal & ERRAMI, Youssef, 2017. "Social Cohesion, Institutions and Public Policies: New Evidence from the MENA region," MPRA Paper 80950, University Library of Munich, Germany.
    15. Brach, Juliane & Naudé, Wim, 2012. "International entrepreneurship and technological capabilities in the Middle East and North Africa," MERIT Working Papers 020, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    16. Chih-Chin Ho & Ching-Yang Lin & Cheng-Tao Tang, 2013. "How Do Income and Bequest Taxes Affect Income Inequality? The Role of Parental Transfers," Working Papers EMS_2013_10, Research Institute, International University of Japan.
    17. Matteo Lanzafame, 2016. "Potential Growth in Asia and Its Determinants: An Empirical Investigation," Asian Development Review, MIT Press, vol. 33(2), pages 1-27, September.
    18. Bournakis, Ioannis & Vecchi, Michela & Venturini, Francesco, 2015. "Off-shoring, specialization and R&D," MPRA Paper 68382, University Library of Munich, Germany.
    19. Marta C. N. Simões & Adelaide P. S. Duarte & João Sousa Andrade, 2015. "Social Spending, Inequality and Growth in Times of Austerity: Insights from Portugal," GEMF Working Papers 2015-16, GEMF, Faculty of Economics, University of Coimbra.
    20. Mthanti, Thanti & Ojah, Kalu, 2017. "Entrepreneurial orientation (EO): Measurement and policy implications of entrepreneurship at the macroeconomic level," Research Policy, Elsevier, vol. 46(4), pages 724-739.
    21. Alvarez, Isabel & Fischer, Bruno & Natera, José Miguel, 2013. "Internationalization and technology in MERCOSUR," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), April.
    22. Allen, Summer L. & Qaim, Matin, 2012. "Agricultural productivity and public expenditures in sub-saharan africa:," IFPRI discussion papers 1173, International Food Policy Research Institute (IFPRI).

    More about this item

    Keywords

    Missing data; multiple imputation methods; national systems of innovation; social capabilities; economic growth and development; composite indicators.;

    JEL classification:

    • P5 - Economic Systems - - Comparative Economic Systems
    • F0 - International Economics - - General
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • F5 - International Economics - - International Relations, National Security, and International Political Economy
    • O20 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - General
    • C8 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights

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