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Estimating Cross-Industry Cross-Country Models Using Benchmark Industry Characteristics

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  • Antonio Ciccone
  • Elias Papaioannou

Abstract

International industry data permits testing whether the industry-specific impact of cross-country differences in institutions or policies is consistent with economic theory. Empirical implementation requires specifying the industry characteristics that determine impact strength. Most of the literature has been using US proxies of the relevant industry characteristics. We show that using industry characteristics in a benchmark country as a proxy of the relevant industry characteristics can result in an attenuation bias or an amplification bias. We also describe circumstances allowing for an alternative approach that yields consistent estimates. As an application, we reexamine the influential conjecture that financial development facilitates the reallocation of capital from declining to expanding industries.

Suggested Citation

  • Antonio Ciccone & Elias Papaioannou, 2010. "Estimating Cross-Industry Cross-Country Models Using Benchmark Industry Characteristics," Working Papers 504, Barcelona School of Economics.
  • Handle: RePEc:bge:wpaper:504
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    3. Beck, Thorsten & Demirgüç-Kunt, Asli & Singer, Dorothe, 2013. "Is Small Beautiful? Financial Structure, Size and Access to Finance," World Development, Elsevier, vol. 52(C), pages 19-33.
    4. Bassanini, Andrea & Garnero, Andrea, 2013. "Dismissal protection and worker flows in OECD countries: Evidence from cross-country/cross-industry data," Labour Economics, Elsevier, vol. 21(C), pages 25-41.
    5. Nunn, Nathan & Trefler, Daniel, 2014. "Domestic Institutions as a Source of Comparative Advantage," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 263-315, Elsevier.
    6. van Hoorn, André, 2014. "Workplace organization, and comparative economic development," Research Report 14024-GEM, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    7. De Santis R. & Jona Lasinio C., 2016. "Environmental Policies, Innovation and Productivity in the EU," Global Economy Journal, De Gruyter, vol. 16(4), pages 615-635, December.
    8. Haltiwanger, John & Scarpetta, Stefano & Schweiger, Helena, 2014. "Cross country differences in job reallocation: The role of industry, firm size and regulations," Labour Economics, Elsevier, vol. 26(C), pages 11-25.
    9. Seitz, Michael & Watzinger, Martin, 2017. "Contract enforcement and R&D investment," Research Policy, Elsevier, vol. 46(1), pages 182-195.
    10. Michiel Bijlsma & Ferry Haaijen & Casper van Ewijk, 2014. "Economic growth and funded pension systems," CPB Discussion Paper 279.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    11. Igan, Deniz & Mirzaei, Ali, 2020. "Does going tough on banks make the going get tough? Bank liquidity regulations, capital requirements, and sectoral activity," Journal of Economic Behavior & Organization, Elsevier, vol. 177(C), pages 688-726.
    12. Gamberoni, Elisa & Giordano, Claire & Lopez-Garcia, Paloma, 2016. "Capital and labour (mis)allocation in the euro area: some stylized facts and determinants," Working Paper Series 1981, European Central Bank.
    13. Chen, Wen & Niebel, Thomas & Saam, Marianne, 2016. "Are intangibles more productive in ICT-intensive industries? Evidence from EU countries," Telecommunications Policy, Elsevier, vol. 40(5), pages 471-484.
    14. Alessandro Olper & Daniele Curzi & Valentina Raimondi, 2017. "Imported Intermediate Inputs and Firms’ Productivity Growth: Evidence from the Food Industry," Journal of Agricultural Economics, Wiley Blackwell, vol. 68(1), pages 280-300, February.
    15. J. David Brown & Gustavo A. Crespi & Leonardo Iacovone & Luca Marcolin, 2018. "Decomposing firm-level productivity growth and assessing its determinants: evidence from the Americas," The Journal of Technology Transfer, Springer, vol. 43(6), pages 1571-1606, December.
    16. Shen, Leilei, 2013. "Financial dependence and growth: Diminishing returns to improvement in financial development," Economics Letters, Elsevier, vol. 120(2), pages 215-219.
    17. Daniela Marconi & Christian Upper, 2017. "Capital Misallocation and Financial Development: A Sector-Level Analysis," Temi di discussione (Economic working papers) 1143, Bank of Italy, Economic Research and International Relations Area.
    18. Athanasouli, Daphne & Goujard, Antoine, 2015. "Corruption and management practices: Firm level evidence," Journal of Comparative Economics, Elsevier, vol. 43(4), pages 1014-1034.
    19. Curzi, D. & Garrone, M. & Olper, A., 2018. "Trade Exposure and Firms Markup Dynamics in the Food Industry," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277465, International Association of Agricultural Economists.
    20. Michiel Bijlsma & Ferry Haaijen & Casper van Ewijk, 2014. "Economic growth and funded pension systems," CPB Discussion Paper 279, CPB Netherlands Bureau for Economic Policy Analysis.
    21. Fafchamps, Marcel & Schündeln, Matthias, 2013. "Local financial development and firm performance: Evidence from Morocco," Journal of Development Economics, Elsevier, vol. 103(C), pages 15-28.
    22. Igan, Deniz & Kutan, Ali M. & Mirzaei, Ali, 2020. "The real effects of capital inflows in emerging markets," Journal of Banking & Finance, Elsevier, vol. 119(C).
    23. Stefânia Grezzana & Rafael Vasconcelos, 2016. "Competitive Pressure: A Channel To Reduce The Output Per Worker Gap Between Countries," Anais do XLII Encontro Nacional de Economia [Proceedings of the 42nd Brazilian Economics Meeting] 026, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    24. Fatma Bouattour, 2020. "Measuring financial constraints of Brazilian industries: Rajan and Zingales index revisited," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 29(6), pages 677-710, August.

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