IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/78208.html
   My bibliography  Save this paper

Survival of the fittest or does size matter: What are the main drivers of Productivity in Brazil?

Author

Listed:
  • Luna, Ivette
  • Hiratuka, Celio
  • Haddad Netto, Elias Youssef

Abstract

This article aims to explore learning and selection effects of productivity change for three classes of firm’s sizes in Brazilian manufacturing and service sectors from 1996 to 2011. The methodology is based on the Price Equation. Our results support the international evidence about the weak intensity of the selection effect to explain aggregate productivity change for medium and large size firms. Small firms, however, are much more affected. Besides, size, measured by number of employees, appears to be a good proxy for capital intensity. There are as well signs that the learning effect is highly correlated with the economic cycle.

Suggested Citation

  • Luna, Ivette & Hiratuka, Celio & Haddad Netto, Elias Youssef, 2016. "Survival of the fittest or does size matter: What are the main drivers of Productivity in Brazil?," MPRA Paper 78208, University Library of Munich, Germany, revised 2016.
    • Handle: RePEc:pra:mprapa:78208
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/78208/1/MPRA_paper_78208.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Richard Disney & Jonathan Haskel & Ylva Heden, 2003. "Restructuring and productivity growth in uk manufacturing," Economic Journal, Royal Economic Society, vol. 113(489), pages 666-694, July.
    2. Giulio Bottazzi & Giovanni Dosi & Nadia Jacoby & Angelo Secchi & Federico Tamagni, 2010. "Corporate performances and market selection: some comparative evidence," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(6), pages 1953-1996, December.
    3. Winter, Sidney G., 1984. "Schumpeterian competition in alternative technological regimes," Journal of Economic Behavior & Organization, Elsevier, vol. 5(3-4), pages 287-320.
    4. Silverberg, Gerald & Verspagen, Bart, 1995. "An Evolutionary Model of Long Term Cyclical Variations of Catching Up and Falling Behind," Journal of Evolutionary Economics, Springer, vol. 5(3), pages 209-227, September.
    5. Eric Bartelsman & Phoebus Dhrymes, 1998. "Productivity Dynamics: U.S. Manufacturing Plants, 1972–1986," Journal of Productivity Analysis, Springer, vol. 9(1), pages 5-34, January.
    6. Francesca Lotti & Enrico Santarelli & Marco Vivarelli, 2001. "The relationship between size and growth: the case of Italian newborn firms," Applied Economics Letters, Taylor & Francis Journals, vol. 8(7), pages 451-454.
    7. Richard Ericson & Ariel Pakes, 1995. "Markov-Perfect Industry Dynamics: A Framework for Empirical Work," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(1), pages 53-82.
    8. Giulio Bottazzi & Angelo Secchi, 2003. "Common Properties and Sectoral Specificities in the Dynamics of U.S. Manufacturing Companies," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 23(3_4), pages 217-232, December.
    9. John R. Baldwin & Wulong Gu, 2006. "Plant turnover and productivity growth in Canadian manufacturing," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 15(3), pages 417-465, June.
    10. Baily, Martin Neil & Bartelsman, Eric J & Haltiwanger, John, 1996. "Downsizing and Productivity Growth: Myth or Reality?," Small Business Economics, Springer, vol. 8(4), pages 259-278, August.
    11. Ferreira, Pedro Cavalcanti & Ellery Júnior, Roberto de Góes & Gomes, Victor, 2005. "Produtividade agregada brasileira (1970-2000): declínio robusto e fraca recuperação," FGV EPGE Economics Working Papers (Ensaios Economicos da EPGE) 594, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil).
    12. Lucia Foster & John C. Haltiwanger & C. J. Krizan, 2001. "Aggregate Productivity Growth: Lessons from Microeconomic Evidence," NBER Chapters, in: New Developments in Productivity Analysis, pages 303-372, National Bureau of Economic Research, Inc.
    13. Giulio Bottazzi & Angelo Secchi, 2005. "Growth and Diversification Patterns of the Worldwide Pharmaceutical Industry," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 26(2), pages 195-216, December.
    14. Daron Acemoglu & Ufuk Akcigit & Harun Alp & Nicholas Bloom & William Kerr, 2018. "Innovation, Reallocation, and Growth," American Economic Review, American Economic Association, vol. 108(11), pages 3450-3491, November.
    15. Thorbjørn Knudsen, 2004. "General selection theory and economic evolution: The Price equation and the replicator/interactor distinction," Journal of Economic Methodology, Taylor & Francis Journals, vol. 11(2), pages 147-173.
    16. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    17. S .G. Winter & Y. M. Kaniovski, 2000. "Modeling Industrial Dynamics with Innovative Entrants," Chapters, in: Innovation, Organization and Economic Dynamics, chapter 16, pages 459-500, Edward Elgar Publishing.
    18. Bottazzi, Giulio & Dosi, Giovanni & Rocchetti, Gaia, 2001. "Modes of Knowledge Accumulation, Entry Regimes and Patterns of Industrial Evolution," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(3), pages 609-638, September.
    19. Gerald Silverberg & Giovanni Dosi & Luigi Orsenigo, 2000. "Innovation, Diversity and Diffusion: A Self-Organisation Model," Chapters, in: Innovation, Organization and Economic Dynamics, chapter 14, pages 410-432, Edward Elgar Publishing.
    20. Uwe Cantner & Jens J. Krüger, 2006. "Micro-Heterogeneity and Aggregate Productivity Development in the German Manufacturing Sector - Results from a Decomposition Exercise," Jenaer Schriften zur Wirtschaftswissenschaft (Expired!) 02/2006, Friedrich-Schiller-Universität Jena, Wirtschaftswissenschaftliche Fakultät.
    21. Xiaodan Yu & Giovanni Dosi & Marco Grazzi & Jiasu Lei, 2015. "Inside the Virtuous Cycle between Productivity, Profitability, Investment and Corporate Growth: An Anatomy of China Industrialization," LEM Papers Series 2015/03, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    22. Giovanni Dosi & Daniele Moschella & Emanuele Pugliese & Federico Tamagni, 2015. "Productivity, market selection, and corporate growth: comparative evidence across US and Europe," Small Business Economics, Springer, vol. 45(3), pages 643-672, October.
    23. Geoffrey Hodgson & Thorbjørn Knudsen, 2004. "The firm as an interactor: firms as vehicles for habits and routines," Journal of Evolutionary Economics, Springer, vol. 14(3), pages 281-307, July.
    24. repec:zbw:bofrdp:2013_022 is not listed on IDEAS
    25. Metcalfe, J S, 1994. "Competition, Fisher's Principle and Increasing Returns in the Selection Process," Journal of Evolutionary Economics, Springer, vol. 4(4), pages 327-346, November.
    26. Sidney Winter & Yuri Kaniovski & Giovanni Dosi, 2003. "A baseline model of industry evolution," Journal of Evolutionary Economics, Springer, vol. 13(4), pages 355-383, October.
    27. Xiaodan Yu & Giovanni Dosi & Jiasu Lei & Alessandro Nuvolari, 2015. "Editor's Choice Institutional change and productivity growth in China’s manufacturing: the microeconomics of knowledge accumulation and "creative restructuring"," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 24(3), pages 565-602.
    28. Mark Doms & Eric J. Bartelsman, 2000. "Understanding Productivity: Lessons from Longitudinal Microdata," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 569-594, September.
    29. Uwe Cantner & Jens Krüger, 2008. "Micro-heterogeneity and aggregate productivity development in the German manufacturing sector," Journal of Evolutionary Economics, Springer, vol. 18(2), pages 119-133, April.
    30. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    31. Eva Yamila Catela & Mario Cimoli & Gabriel Porcile, 2015. "Productivity and Structural Heterogeneity in the Brazilian Manufacturing Sector: Trends and Determinants," Oxford Development Studies, Taylor & Francis Journals, vol. 43(2), pages 232-252, June.
    32. John Stanley Metcalfe & Ronnie Ramlogan, 2006. "Creative Destruction and the Measurement of Productivity Change," Revue de l'OFCE, Presses de Sciences-Po, vol. 97(5), pages 373-397.
    33. Erzo G. J. Luttmer, 2007. "Selection, Growth, and the Size Distribution of Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1103-1144.
    34. Hopenhayn, Hugo A, 1992. "Entry, Exit, and Firm Dynamics in Long Run Equilibrium," Econometrica, Econometric Society, vol. 60(5), pages 1127-1150, September.
    35. Griliches, Zvi & Regev, Haim, 1995. "Firm productivity in Israeli industry 1979-1988," Journal of Econometrics, Elsevier, vol. 65(1), pages 175-203, January.
    36. G. Bottazzi & E. Cefis & G. Dosi & A. Secchi, 2007. "Invariances and Diversities in the Patterns of Industrial Evolution: Some Evidence from Italian Manufacturing Industries," Small Business Economics, Springer, vol. 29(1), pages 137-159, June.
    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. Dosi, Giovanni & Nelson, Richard R., 2010. "Technical Change and Industrial Dynamics as Evolutionary Processes," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 51-127, Elsevier.
    2. Giovanni Dosi & Daniele Moschella & Emanuele Pugliese & Federico Tamagni, 2015. "Productivity, market selection, and corporate growth: comparative evidence across US and Europe," Small Business Economics, Springer, vol. 45(3), pages 643-672, October.
    3. Luca Fontanelli, 2023. "Theories of Market Selection: A Survey," GREDEG Working Papers 2023-08, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    4. Giulio Bottazzi & Giovanni Dosi & Nadia Jacoby & Angelo Secchi & Federico Tamagni, 2010. "Corporate performances and market selection: some comparative evidence," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(6), pages 1953-1996, December.
    5. Giovanni Dosi & Emanuele Pugliese & Pietro Santoleri, 2017. "Growth and survival of the `fitter'? Evidence from US new-born firms," LEM Papers Series 2017/06, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    6. Jens Krüger, 2014. "Intrasectoral structural change and aggregate productivity development: robust stochastic nonparametric frontier function estimates," Empirical Economics, Springer, vol. 46(4), pages 1545-1572, June.
    7. Aradhna Aggarwal & Takahiro Sato, 2011. "Firm Dynamics and Productivity Growth in Indian Manufacturing: Evidence from Plant Level Panel Dataset," Discussion Paper Series DP2011-07, Research Institute for Economics & Business Administration, Kobe University.
    8. Fontanelli, Luca & Guerini, Mattia & Napoletano, Mauro, 2023. "International trade and technological competition in markets with dynamic increasing returns," Journal of Economic Dynamics and Control, Elsevier, vol. 149(C).
    9. Daniele Moschella & Federico Tamagni & Xiaodan Yu, 2019. "Persistent high-growth firms in China’s manufacturing," Small Business Economics, Springer, vol. 52(3), pages 573-594, March.
    10. Uwe Cantner & Ivan Savin & Simone Vannuccini, 2019. "Replicator dynamics in value chains: explaining some puzzles of market selection," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 28(3), pages 589-611.
    11. Giovanni Dosi & Marcelo C. Pereira & Maria Enrica Virgillito, 2017. "The footprint of evolutionary processes of learning and selection upon the statistical properties of industrial dynamics," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 26(2), pages 187-210.
    12. X. Yu & G. Dosi & M. Grazzi & J. Lei, 2015. "Inside the Virtuous Cycle between Productivity, Profitability, Investment and Corporate Growth: An Anatomy of China Industrialization," Working Papers wp1006, Dipartimento Scienze Economiche, Universita' di Bologna.
    13. Carreira, Carlos & Teixeira, Paulino, 2011. "Entry and exit as a source of aggregate productivity growth in two alternative technological regimes," Structural Change and Economic Dynamics, Elsevier, vol. 22(2), pages 135-150, June.
    14. Werner Hölzl, 2015. "Sunk costs and the speed of market selection," Journal of Evolutionary Economics, Springer, vol. 25(2), pages 323-344, April.
    15. Andreas Pyka & Uwe Cantner & Alfred Greiner & Thomas Kuhn (ed.), 2009. "Recent Advances in Neo-Schumpeterian Economics," Books, Edward Elgar Publishing, number 12982.
    16. de Backer, Koen & Sleuwaegen, Leo, 2003. "Foreign ownership and productivity dynamics," Economics Letters, Elsevier, vol. 79(2), pages 177-183, May.
    17. Nanditha Mathew, 2017. "Drivers of firm growth: micro-evidence from Indian manufacturing," Journal of Evolutionary Economics, Springer, vol. 27(3), pages 585-611, July.
    18. Uwe Cantner, 2017. "Foundations of Economic Change: An Extended Schumpeterian Approach," Economic Complexity and Evolution, in: Andreas Pyka & Uwe Cantner (ed.), Foundations of Economic Change, pages 9-49, Springer.
    19. J. David Brown & John S. Earle, 2008. "Understanding the Contributions of Reallocation to Productivity Growth: Lessons from a Comparative Firm-Level Analysis," ESCIRRU Working Papers 9, DIW Berlin, German Institute for Economic Research.
    20. Heyman, Fredrik & Norbäck, Pehr-Johan & Persson, Lars, 2015. "The Turnaround of Swedish Industry: Reforms, Firm Diversity and Job and Productivity Dynamics," Working Paper Series 1079, Research Institute of Industrial Economics.

    More about this item

    Keywords

    Productivity; innovation; evolutionary theory; productive structure;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms
    • L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General
    • L80 - Industrial Organization - - Industry Studies: Services - - - General

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:pra:mprapa:78208. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.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.