IDEAS home Printed from https://ideas.repec.org/p/ucm/wpaper/1105.html
   My bibliography  Save this paper

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

Author

Listed:

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 countryyear observations). The empirical analysis shows the reliability of the dataset and its usefulness for crosscountry analyses of national systems, growth and development. The new dataset is publicly available.

Suggested Citation

  • Fulvio Castellacci & José Miguel Natera, 2011. "A new panel dataset for cross-country analyses of national systems, growth and development (CANA)," Working Papers del Instituto Complutense de Estudios Internacionales 1105, Universidad Complutense de Madrid, Instituto Complutense de Estudios Internacionales.
    • Handle: RePEc:ucm:wpaper:1105
    Note: The paper was presented at the Globelics Conference in Kuala Lumpur, Malaysia, November 2010, at the the EMAEE Conference in Pisa, Italy, February 2011, and at the DIME Final Conference in Maastricht, the Netherlands, April 2011. A shorter version of this paper is published in the journal Innovation and Development (2011). We wish to thank conference participants and three referees of this journal for the helpful comments and suggestions. The usual disclaimers apply.
    as

    Download full text from publisher

    File URL: https://eprints.ucm.es/id/eprint/12645/1/WP_05-11.pdf
    File Function: Full text
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    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.
    2. Horton, Nicholas J. & Kleinman, Ken P., 2007. "Much Ado About Nothing: A Comparison of Missing Data Methods and Software to Fit Incomplete Data Regression Models," The American Statistician, American Statistical Association, vol. 61, pages 79-90, February.
    3. Fagerberg, Jan, 1994. "Technology and International Differences in Growth Rates," Journal of Economic Literature, American Economic Association, vol. 32(3), pages 1147-1175, September.
    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. Fulvio Castellacci, 2004. "A neo-Schumpeterian Approach to Why Growth Rates Differ," Revue économique, Presses de Sciences-Po, vol. 55(6), pages 1145-1169.
    6. 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.
    7. Bengt-Åke Lundvall & K. J. Joseph & Cristina Chaminade & Jan Vang (ed.), 2009. "Handbook of Innovation Systems and Developing Countries," Books, Edward Elgar Publishing, number 12943.
    8. Castellacci, Fulvio, 2008. "Technology clubs, technology gaps and growth trajectories," Structural Change and Economic Dynamics, Elsevier, vol. 19(4), pages 301-314, December.
    9. Fulvio Castellacci, 2011. "Closing the Technology Gap?," Review of Development Economics, Wiley Blackwell, vol. 15(1), pages 180-197, February.
    10. Castellacci, Fulvio & Archibugi, Daniele, 2008. "The technology clubs: The distribution of knowledge across nations," Research Policy, Elsevier, vol. 37(10), pages 1659-1673, December.
    11. Fagerberg, Jan & Verspagen, Bart, 2002. "Technology-gaps, innovation-diffusion and transformation: an evolutionary interpretation," Research Policy, Elsevier, vol. 31(8-9), pages 1291-1304, December.
    12. Honaker, James & King, Gary & Blackwell, Matthew, 2011. "Amelia II: A Program for Missing Data," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 45(i07).
    13. Fagerberg, Jan & Srholec, Martin, 2008. "National innovation systems, capabilities and economic development," Research Policy, Elsevier, vol. 37(9), pages 1417-1435, October.
    Full references (including those not matched with items on IDEAS)

    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. 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.
    2. Jung-In Yeon & Jeong-Dong Lee & Chulwoo Baek, 2021. "A tale of two technological capabilities: economic growth revisited from a technological capability transition perspective," The Journal of Technology Transfer, Springer, vol. 46(3), pages 574-605, June.
    3. Lee, Keun & Lee, Jongho & Lee, Juneyoung, 2021. "Variety of national innovation systems (NIS) and alternative pathways to growth beyond the middle-income stage: Balanced, imbalanced, catching-up, and trapped NIS," World Development, Elsevier, vol. 144(C).
    4. 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.
    5. Monika Kondratiuk-Nierodziñska, 2016. "New Knowledge Generation Capabilities And Economic Performance Of Polish Regions," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 11(3), pages 451-471, September.
    6. Filippetti, Andrea & Peyrache, Antonio, 2011. "The Patterns of Technological Capabilities of Countries: A Dual Approach using Composite Indicators and Data Envelopment Analysis," World Development, Elsevier, vol. 39(7), pages 1108-1121, July.
    7. Fulvio Castellacci & Bart Los & Gaaitzen Vries, 2014. "Sectoral productivity trends: convergence islands in oceans of non-convergence," Journal of Evolutionary Economics, Springer, vol. 24(5), pages 983-1007, November.
    8. Fagerberg, Jan & Srholec, Martin & Verspagen, Bart, 2010. "Innovation and Economic Development," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 833-872, Elsevier.
    9. Castellacci, Fulvio & Natera, Jose Miguel, 2016. "Innovation, absorptive capacity and growth heterogeneity: Development paths in Latin America 1970–2010," Structural Change and Economic Dynamics, Elsevier, vol. 37(C), pages 27-42.
    10. Costantini, Valeria & Liberati, Paolo, 2014. "Technology transfer, institutions and development," Technological Forecasting and Social Change, Elsevier, vol. 88(C), pages 26-48.
    11. Keun Lee & Jongho Lee, 2020. "National innovation systems, economic complexity, and economic growth: country panel analysis using the US patent data," Journal of Evolutionary Economics, Springer, vol. 30(4), pages 897-928, September.
    12. Filippetti, Andrea & Peyrache, Antonio, 2010. "The Dynamic of Technological Capabilities of Countries: A Dual Approach Using Composite Indicators & Data Envelopment Analysis," MPRA Paper 21629, University Library of Munich, Germany.
    13. Kim, Jinhee & Lee, Keun, 2022. "Local–global interface as a key factor in the catching up of regional innovation systems: Fast versus slow catching up among Taipei, Shenzhen, and Penang in Asia," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    14. Martin Srholec, 2011. "A multilevel analysis of innovation in developing countries ," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 20(6), pages 1539-1569, December.
    15. Fagerberg , Jan & Srholec , Martin, 2015. "Capabilities, Competitiveness, Nations," Papers in Innovation Studies 2015/2, Lund University, CIRCLE - Centre for Innovation Research.
    16. Antonio Rodríguez Andrés & Abraham Otero & Voxi Heinrich Amavilah, 2022. "Knowledge economy classification in African countries: A model-based clustering approach," Information Technology for Development, Taylor & Francis Journals, vol. 28(2), pages 372-396, April.
    17. Ewa Lechman, 2013. "ICTs diffusion trajectories and economic development – an empirical evidence for 46 developing countries," GUT FME Working Paper Series A 18, Faculty of Management and Economics, Gdansk University of Technology.
    18. José Afonso Mendes & Sandra T. Silva & Ester G. Silva, 2014. "Portuguese economic growth revisited: a technology-gap explanation," FEP Working Papers 545, Universidade do Porto, Faculdade de Economia do Porto.
    19. Castellacci, Fulvio & Archibugi, Daniele, 2008. "The technology clubs: The distribution of knowledge across nations," Research Policy, Elsevier, vol. 37(10), pages 1659-1673, December.
    20. Mikel Navarro Arancegui & Juan José Gibaja Martíns & Susana Franco Rodríguez & Asier Murciego Alonso, 2012. "Territorial Benchmarking Methodology: The Need to Identify Reference Regions," Chapters, in: Philip Cooke & Mario Davide Parrilli & José Luis Curbelo (ed.), Innovation, Global Change and Territorial Resilience, chapter 4, Edward Elgar Publishing.

    More about this item

    Keywords

    datos incompletos; métodos de imputación múltiple; sistemas nacionales de innovación; capacidades sociales; crecimiento económico y desarrollo; indicadores compuestos; Missing data; multiple imputation methods; national systems of innovation; social capabilities; economic growth and development; composite indicators.;
    All these keywords.

    JEL classification:

    • P5 - Political Economy and Comparative 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

    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:ucm:wpaper:1105. 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: Águeda González Abad (email available below). General contact details of provider: https://edirc.repec.org/data/ieucmes.html .

    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.