IDEAS home Printed from https://ideas.repec.org/a/kap/jproda/v36y2011i3p293-308.html
   My bibliography  Save this article

Multifactor productivity and its determinants: an empirical analysis for Mexican manufacturing

Author

Listed:
  • Héctor Salgado Banda
  • Lorenzo Bernal Verdugo

Abstract

We use data from the Annual Industrial Survey for 1996-2003. First, we estimate production functions by means of growth accounting exercises and panel data econometrics for the whole sector and for 14 comprehensive groups. Various measures of Multifactor Productivity (MFP) are constructed, as we consider diverse combinations of inputs with capital, labour, electricity and transport. This allows us to compare MFP growth rates between groups. Second, we analyse econometrically some of the determinants of MFP and Labour Productivity (LP) growth. We find that, on the one hand, there is some evidence of a positive relationship between market concentration and technology adoption; on the other hand, both technology adoption and human capital seem to be promoting productivity, whilst market concentration is exerting a negative influence on it. In sum, our results suggest that, once controlling for the effect on technology adoption, more concentration (conversely, less competition) has a negative impact on productivity.
(This abstract was borrowed from another version of this item.)

Suggested Citation

  • Héctor Salgado Banda & Lorenzo Bernal Verdugo, 2011. "Multifactor productivity and its determinants: an empirical analysis for Mexican manufacturing," Journal of Productivity Analysis, Springer, vol. 36(3), pages 293-308, December.
    • Handle: RePEc:kap:jproda:v:36:y:2011:i:3:p:293-308
    DOI: 10.1007/s11123-011-0218-2
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s11123-011-0218-2
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s11123-011-0218-2?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Tor Jakob Klette, 1999. "Market Power, Scale Economies and Productivity: Estimates from a Panel of Establishment Data," Journal of Industrial Economics, Wiley Blackwell, vol. 47(4), pages 451-476, December.
    2. Eslava, Marcela & Haltiwanger, John & Kugler, Adriana & Kugler, Maurice, 2004. "The effects of structural reforms on productivity and profitability enhancing reallocation: evidence from Colombia," Journal of Development Economics, Elsevier, vol. 75(2), pages 333-371, December.
    3. Nina Pavcnik, 2002. "Trade Liberalization, Exit, and Productivity Improvements: Evidence from Chilean Plants," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(1), pages 245-276.
    4. 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.
    5. Richard Blundell & Stephen Bond, 2000. "GMM Estimation with persistent panel data: an application to production functions," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 321-340.
    6. Griliches, Zvi & Hausman, Jerry A., 1986. "Errors in variables in panel data," Journal of Econometrics, Elsevier, vol. 31(1), pages 93-118, February.
    7. Basu, Susanto & Fernald, John G., 1995. "Are apparent productive spillovers a figment of specification error?," Journal of Monetary Economics, Elsevier, vol. 36(1), pages 165-188, August.
    8. Giuseppe Nicoletti & Stefano Scarpetta, 2003. "Regulation, productivity and growth: OECD evidence [‘A model of growth through creative destruction’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 18(36), pages 9-72.
    9. Andrew B. Bernard & J. Bradford Jensen, 1999. "Exporting and Productivity," NBER Working Papers 7135, National Bureau of Economic Research, Inc.
    10. Eslava, Marcela & Haltiwanger, John & Kugler, Adriana & Kugler, Maurice, 2004. "The effects of structural reforms on productivity and profitabality enhancing reallocation: evidence from Colombia," Discussion Paper Series In Economics And Econometrics 0408, Economics Division, School of Social Sciences, University of Southampton.
    11. Carlos Casacuberta & Gabriela Fachola & Nestor Gandelman, 2004. "The Impact of Trade Liberalization on Employment, Capital, and Productivity Dynamics: Evidence from the Uruguayan Manufacturing Sector," Research Department Publications 3170, Inter-American Development Bank, Research Department.
    12. Calderón-Madrid, Angel & Voicu, Alexandru, 2004. "Total Factor Productivity Growth and Job Turnover in Mexican Manufacturing Plants in the 1990s," IZA Discussion Papers 993, Institute of Labor Economics (IZA).
    13. López Córdova, José Ernesto & Mesquita Moreira, Mauricio, 2003. "Regional Integration and Productivity: The Experiences of Brazil and Mexico," IDB Publications (Working Papers) 2790, Inter-American Development Bank.
    14. Yosuke Okada, 2005. "Competition and Productivity in Japanese Manufacturing Industries," NBER Working Papers 11540, National Bureau of Economic Research, Inc.
    15. Griffith, Rachel, 1999. "Using the ARD Establishment Level Data to Look at Foreign Ownership and Productivity in the United Kingdom," Economic Journal, Royal Economic Society, vol. 109(456), pages 416-442, June.
    16. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    17. Klette, Tor Jakob, 1999. "Market Power, Scale Economies and Productivity: Estimates from a Panel of Establishment Data," Journal of Industrial Economics, Wiley Blackwell, vol. 47(4), pages 451-476, December.
    18. repec:idb:brikps:22958 is not listed on IDEAS
    19. Carlos Casacuberta & Gabriela Fachola & Nestor Gandelman, 2004. "The impact of trade liberalization on employment, capital, and productivity dynamics: evidence from the uruguayan manufacturing sector," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 7(4), pages 225-248.
    20. Nickell, Stephen J, 1996. "Competition and Corporate Performance," Journal of Political Economy, University of Chicago Press, vol. 104(4), pages 724-746, August.
    21. Basu, Susanto & Fernald, John G, 1997. "Returns to Scale in U.S. Production: Estimates and Implications," Journal of Political Economy, University of Chicago Press, vol. 105(2), pages 249-283, April.
    22. Raphael Bergoeing & Patrick J. Kehoe & Timothy J. Kehoe & Raimundo Soto, 2002. "Decades lost and found: Mexico and Chile since 1980," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 26(Win), pages 3-30.
    23. Jacques Mairesse & Bronwyn H. Hall, 1996. "Estimating the Productivity of Research and Development: An Exploration of GMM Methods Using Data on French & United States Manufacturing Firms," NBER Working Papers 5501, National Bureau of Economic Research, Inc.
    24. Harrison, Ann & Hanson, Gordon, 1999. "Who gains from trade reform? Some remaining puzzles," Journal of Development Economics, Elsevier, vol. 59(1), pages 125-154, June.
    25. José Ernesto López Córdova & Mauricio Mesquita Moreira, 2003. "Regional Integration and Productivity: The Experiences of Brazil and Mexico," IDB Publications (Working Papers) 23438, Inter-American Development Bank.
    26. Reuven Glick, 1996. "Managing capital flows and exchange rates, perspectives from the Pacific Basin. Essays originally prepared for a conference sponsored by the Center for Pacific Basin Monetary and Economic Studies at t," Proceedings, Federal Reserve Bank of San Francisco.
    27. Rachel Griffith & Rupert Harisson, 2004. "The link between product market reform and macro-economic performance," European Economy - Economic Papers 2008 - 2015 209, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    28. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    29. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    30. Mr. Ebrima A Faal, 2005. "GDP Growth, Potential Output, and Output Gaps in Mexico," IMF Working Papers 2005/093, International Monetary Fund.
    31. Erik Biørn & Kjersti-Gro Lindquist & Terje Skjerpen, 2002. "Heterogeneity in Returns to Scale: A Random Coefficient Analysis with Unbalanced Panel Data," Journal of Productivity Analysis, Springer, vol. 18(1), pages 39-57, July.
    32. Gavin Cameron & James Proudman & Stephen Redding, 1997. "Deconstructing Growth in UK Manufacturing," Bank of England working papers 73, Bank of England.
    33. Okada, Yosuke, 2005. "Competition and productivity in Japanese manufacturing industries," Journal of the Japanese and International Economies, Elsevier, vol. 19(4), pages 586-616, December.
    34. Néstor Gandelman & Carlos Casacuberta & Gabriela Fachola, 2004. "The Impact of Trade Liberalization on Employment, Capital and Productivity Dynamics:," Econometric Society 2004 Latin American Meetings 97, Econometric Society.
    35. Stephen Bond & Céline Nauges & Frank Windmeijer, 2005. "Unit roots: identification and testing in micro panels," CeMMAP working papers CWP07/05, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    36. Alwyn Young, 1995. "The Tyranny of Numbers: Confronting the Statistical Realities of the East Asian Growth Experience," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 641-680.
    37. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Dutrénit, gabriela & Capdevielle, Mario & Corona, Juan Manuel & Puchet, Martin & Santiago, Fernando & Vera-Cruz, Alexandre, 2010. "El sistema nacional de innovación mexicano: estructuras, políticas, desempeño y desafíos [The Mexican national innovation system: structures, policies, performance and challenges]," MPRA Paper 31982, University Library of Munich, Germany.
    2. Sánchez-Valadez, Manuel, 2012. "Decisiones financieras, competencia en el mercado y desempeño de las empresas: Evidencia empírica para Iberoamérica/Financial Decisions, Market Competition and Firm Performance: Empirical Evidence for," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 30, pages 359(36)-359, Abril.
    3. Hulya Ulku & Mehmet Pamukcu, 2015. "The impact of R&D and knowledge diffusion on the productivity of manufacturing firms in Turkey," Journal of Productivity Analysis, Springer, vol. 44(1), pages 79-95, August.
    4. Vu, Khuong & Hartley, Kris, 2022. "Effects of digital transformation on electricity sector growth and productivity: A study of thirteen industrialized economies," Utilities Policy, Elsevier, vol. 74(C).
    5. López Noria Gabriela, 2021. "The Impact of Trade Liberalization on the Mexican Automobile Industry: Evidence from the First 20 Years of NAFTA," Working Papers 2021-10, Banco de México.
    6. Juan Carlos Chávez Martín del Campo & Luis Fernando López Ornelas, 2014. "Un enfoque no paramétrico para la descomposición de la productividad del trabajo en la industria manufacturera regional," Ensayos Revista de Economia, Universidad Autonoma de Nuevo Leon, Facultad de Economia, vol. 0(2), pages 33-58, November.
    7. Frauke G. Braun & Astrid Cullmann, 2008. "Key Parameters and Efficiency of Mexican Manufacturing: Are There Still Differences between the North and the South? An Application of Nested and Stochastic Frontier Panel Data Models," Discussion Papers of DIW Berlin 816, DIW Berlin, German Institute for Economic Research.
    8. Amoroso Nicolás & Chiquiar Daniel & Quella Núria & Ramos Francia Manuel, 2008. "Determinants of Mexico's Comparative Advantages and of the Performance of its Manufacturing Exports during 1996-2005," Working Papers 2008-01, Banco de México.
    9. Chiquiar Daniel & Ramos Francia Manuel, 2009. "Competitiveness and Growth of the Mexican Economy," Working Papers 2009-11, Banco de México.

    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. Fethi AMRI & Rim MOUELHI, 2013. "Productivity Growth And Competition In Tunisian Manufacturing Firms," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 37, pages 37-64.
    2. Crt Kostevc, 2005. "Performance of Exporters: Scale Effects or Continuous Productivity Improvements," LICOS Discussion Papers 15905, LICOS - Centre for Institutions and Economic Performance, KU Leuven.
    3. Philippe Aghion & Richard Blundell & Rachel Griffith & Peter Howitt & Susanne Prantl, 2009. "The Effects of Entry on Incumbent Innovation and Productivity," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 20-32, February.
    4. Jan De Loecker & Frederic Warzynski, 2012. "Markups and Firm-Level Export Status," American Economic Review, American Economic Association, vol. 102(6), pages 2437-2471, October.
    5. Dobbelaere, Sabien & Kiyota, Kozo & Mairesse, Jacques, 2015. "Product and labor market imperfections and scale economies: Micro-evidence on France, Japan and the Netherlands," Journal of Comparative Economics, Elsevier, vol. 43(2), pages 290-322.
    6. Fabio Schiantarelli, 2005. "Product Market Regulation and Macroeconomic Performance: A Review of Cross Country Evidence," Boston College Working Papers in Economics 623, Boston College Department of Economics, revised 04 Aug 2008.
    7. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    8. Markus Eberhardt & Christian Helmers, 2010. "Untested Assumptions and Data Slicing: A Critical Review of Firm-Level Production Function Estimators," Economics Series Working Papers 513, University of Oxford, Department of Economics.
    9. Ackerberg, Daniel & Caves, Kevin & Frazer, Garth, 2006. "Structural identification of production functions," MPRA Paper 38349, University Library of Munich, Germany.
    10. Måns Söderbom & Francis Teal, 2003. "Openness and human capital as sources of productivity growth: An empirical investigation," CSAE Working Paper Series 2003-06, Centre for the Study of African Economies, University of Oxford.
    11. Jean-Louis ARCAND & Béatrice D'HOMBRES, 2002. "Explaining the Negative Coefficient Associated with Human Capital in Augmented Solow Growth Regressions," Working Papers 200227, CERDI.
    12. Francis Teal & Måns Söderbom, 2001. "Firm size and human capital as determinants of productivity and earnings," Economics Series Working Papers WPS/2001-09, University of Oxford, Department of Economics.
    13. Francis Teal & Måns Söderbom, 2001. "Trade and Human Capital as Determinants of Growth," Economics Series Working Papers WPS/2001-10, University of Oxford, Department of Economics.
    14. Roberto à lvarez & Aldo Gonzalez, 2020. "Competition, selection, and productivity growth in the Chilean manufacturing industry [Market size in innovation: theory and evidence from the pharmaceutical industry]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 29(3), pages 877-892.
    15. Joze P. Damijan & Mark Knell & Boris Majcen & Matija Rojec, 2003. "Technology Transfer through FDI in Top-10 Transition Countries: How Important are Direct Effects, Horizontal and Vertical Spillovers?," William Davidson Institute Working Papers Series 549, William Davidson Institute at the University of Michigan.
    16. Sara Amoroso & Peter M. Kort & Bertrand Melenberg & Joseph Plasmans & Mark Vancauteren, 2010. "Firm Level Productivity under Imperfect Competition in Output and Labor Markets," CESifo Working Paper Series 3082, CESifo.
    17. Yuriy Gorodnichenko, 2007. "Using Firm Optimization to Evaluate and Estimate Returns to Scale," NBER Working Papers 13666, National Bureau of Economic Research, Inc.
    18. Carlos Casacuberta & Dayna Zaclicever, 2015. "The Effect of Trade Protection on Productivity in Uruguay," Documentos de Trabajo (working papers) 0215, Department of Economics - dECON.
    19. Mika Maliranta, 2005. "R&D, International Trade and Creative Destruction—Empirical Findings from Finnish Manufacturing Industries," Journal of Industry, Competition and Trade, Springer, vol. 5(1), pages 27-58, January.
    20. Barge-Gil, Andrés & López, Alberto, 2013. "R&D and productivity: In search of complementarity between research and development activities," MPRA Paper 43808, University Library of Munich, Germany.

    More about this item

    Keywords

    Panel data; Productivity; Manufacturing; Competition; C33; D24; L11;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms

    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:kap:jproda:v:36:y:2011:i:3:p:293-308. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.