IDEAS home Printed from https://ideas.repec.org/p/mde/wpaper/0062.html
   My bibliography  Save this paper

The Determinants of TFP Growth in the Portuguese Manufacturing Sector

Author

Listed:
  • Daniel Gonçalves

    (Gabinete Estratégia e Estudos Ministério Economia / Office for Strategy and Studies - Ministério da Economia / Ministry of Economy)

  • Ana Martins

    (Gabinete Estratégia e Estudos Ministério Economia / Office for Strategy and Studies - Ministério da Economia / Ministry of Economy)

Abstract

Given the linkage between Total Factor Productivity growth and economic growth, it becomes relevant to understand, at the firm level, which are the main determinants of such growth path. We use an extensive panel data covering Portuguese manufacturing firms, between 2010 and 2014, in order to assess which are the main determinants of the Total Factor Productivity. Through a second stage estimation we present a fixed-effects model that captures different dimensions of firm level characteristics that impact TFP growth, suggesting policy recommendations amid the model’s results. Our results show that age and debt influence negatively TFP growth, whereas size, exports and training expenses prompt TFP growth.

Suggested Citation

  • Daniel Gonçalves & Ana Martins, 2016. "The Determinants of TFP Growth in the Portuguese Manufacturing Sector," GEE Papers 0062, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Nov 2016.
    • Handle: RePEc:mde:wpaper:0062
    as

    Download full text from publisher

    File URL: https://www.gee.gov.pt/RePEc/WorkingPapers/GEE_PAPERS_62.pdf
    File Function: First version, 2016
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. 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.
    3. Gatti, Roberta & Love, Inessa, 2006. "Does access to credit improve productivity ? Evidence from Bulgarian firms," Policy Research Working Paper Series 3921, The World Bank.
    4. Richard Harris & Qian Cher Li, 2009. "Exporting, R&D, and absorptive capacity in UK establishments," Oxford Economic Papers, Oxford University Press, vol. 61(1), pages 74-103, January.
    5. Jovanovic, Boyan & Nyarko, Yaw, 1996. "Learning by Doing and the Choice of Technology," Econometrica, Econometric Society, vol. 64(6), pages 1299-1310, November.
    6. Richard Harris & John Moffat, 2011. "Plant-level Determinants of Total Factor Productivity in Great Britain, 1997-2006," SERC Discussion Papers 0064, Centre for Economic Performance, LSE.
    7. Ackerberg, Daniel & Lanier Benkard, C. & Berry, Steven & Pakes, Ariel, 2007. "Econometric Tools for Analyzing Market Outcomes," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 63, Elsevier.
    8. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    9. Susanto Basu & Luigi Pascali & Fabio Schiantarelli & Luis Serven, 2009. "Productivity, Welfare and Reallocation: Theory and Firm Level Evidence," Boston College Working Papers in Economics 728, Boston College Department of Economics, revised 12 Jul 2010.
    10. Lorraine Dearden & Howard Reed & John Van Reenen, 2006. "The Impact of Training on Productivity and Wages: Evidence from British Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 68(4), pages 397-421, August.
    11. Emanuela Marrocu & Raffaele Paci & Marco Pontis, 2012. "Intangible capital and firms' productivity," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 21(2), pages 377-402, April.
    12. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    13. Era Dabla-Norris & Erasmus K. Kersting & Geneviève Verdier, 2012. "Firm Productivity, Innovation, and Financial Development," Southern Economic Journal, John Wiley & Sons, vol. 79(2), pages 422-449, October.
    14. Marc-Andreas Muendler, 2004. "Estimating Production Functions When Productivity Change is Endogenous," CESifo Working Paper Series 1143, CESifo.
    15. Jozef Konings & Stijn Vanormelingen, 2015. "The Impact of Training on Productivity and Wages: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 485-497, May.
    16. Hung-jen Wang & Peter Schmidt, 2002. "One-Step and Two-Step Estimation of the Effects of Exogenous Variables on Technical Efficiency Levels," Journal of Productivity Analysis, Springer, vol. 18(2), pages 129-144, September.
    17. Alfred Kleinknecht, 1996. "New Indicators and Determinants of Innovation: An Introduction," Palgrave Macmillan Books, in: Alfred Kleinknecht (ed.), Determinants of Innovation, chapter 1, pages 1-11, Palgrave Macmillan.
    18. 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.
    19. Fernandes, Ana M., 2008. "Firm Productivity in Bangladesh Manufacturing Industries," World Development, Elsevier, vol. 36(10), pages 1725-1744, October.
    20. Daniel Hoechle, 2007. "Robust standard errors for panel regressions with cross-sectional dependence," Stata Journal, StataCorp LP, vol. 7(3), pages 281-312, September.
    21. Amil Petrin & Brian P. Poi & James Levinsohn, 2004. "Production function estimation in Stata using inputs to control for unobservables," Stata Journal, StataCorp LP, vol. 4(2), pages 113-123, June.
    22. Nickell, Stephen & Nicolitsas, Daphne, 1999. "How does financial pressure affect firms?," European Economic Review, Elsevier, vol. 43(8), pages 1435-1456, August.
    23. M. Akif Arvas & Burak Uyar, 2014. "Exports and Firm Productivity in Turkish Manufacturing: An Olley-Pakes Estimation," International Journal of Economics and Financial Issues, Econjournals, vol. 4(2), pages 243-257.
    24. Agnieszka Gehringer & Inmaculada Martinez-Zarzoso & Felicitas Nowak.Lehmann Danziger, 2013. "The Determinants of Total Factor Productivity in the EU: Insights from Sectoral Data and Common Dynamic Processes," EcoMod2013 5343, EcoMod.
    25. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    26. 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.
    27. Baldwin, John R. & Diverty, Brent, 1995. "Advanced Technology Use in Canadian Manufacturing Establishments," Analytical Studies Branch Research Paper Series 1995085e, Statistics Canada, Analytical Studies Branch.
    28. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    29. Derek Bosworth & Mark Rogers, 2001. "Market Value, R&D and Intellectual Property: An Empirical Analysis of Large Australian Firms," The Economic Record, The Economic Society of Australia, vol. 77(239), pages 323-337, December.
    30. David Greenaway & Richard Kneller, 2007. "Firm heterogeneity, exporting and foreign direct investment," Economic Journal, Royal Economic Society, vol. 117(517), pages 134-161, February.
    31. Philippe Aghion & Nick Bloom & Richard Blundell & Rachel Griffith & Peter Howitt, 2005. "Competition and Innovation: an Inverted-U Relationship," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 701-728.
    32. Laia Castany & Enrique López-Bazo & Rosina Moreno, 2005. "Differences In Total Factor Productivity Across Firm Size - A Distributional Analysis," ERSA conference papers ersa05p115, European Regional Science Association.
    33. De Loecker, Jan, 2007. "Do exports generate higher productivity? Evidence from Slovenia," Journal of International Economics, Elsevier, vol. 73(1), pages 69-98, September.
    34. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    35. Claudio Bravo-Ortega & Jose Benavente & Álvaro González, 2014. "Innovation, Exports, and Productivity: Learning and Self-Selection in Chile," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(S1), pages 68-95.
    36. Paul Geroski & John Reenen & Chris Walters, 2002. "Innovations, Patents and Cash Flow," Palgrave Macmillan Books, in: Alfred Kleinknecht & Pierre Mohnen (ed.), Innovation and Firm Performance, chapter 2, pages 31-55, Palgrave Macmillan.
    37. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    38. P. Geroski, 1998. "An Applied Econometrician's View of Large Company Performance," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 13(3), pages 271-294, June.
    39. Malgorzata Sulimierska, 2014. "Total factor productivity estimation for Polish manufacturing industry: A comparison of alternative methods," Working Paper Series 6714, Department of Economics, University of Sussex Business School.
    40. Richard Harris & Donald S. Siegel & Mike Wright, 2005. "Assessing the Impact of Management Buyouts on Economic Efficiency: Plant-Level Evidence from the United Kingdom," The Review of Economics and Statistics, MIT Press, vol. 87(1), pages 148-153, February.
    41. Baldwin, John R. & Hanel, Peter, 2000. "Multinationals and the Canadian Innovation Process," Analytical Studies Branch Research Paper Series 2000151e, Statistics Canada, Analytical Studies Branch.
    42. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    43. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    44. Christine Greenhalgh & Mark Longland, 2005. "Running to Stand Still? - The Value of R&D, Patents and Trade Marks in Innovating Manufacturing Firms," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 12(3), pages 307-328.
    45. 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.
    46. Jeroen Hinloopen, 2003. "Innovation performance across Europe," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 12(2), pages 145-161.
    47. Roberta Gatti & Inessa Love, 2008. "Does access to credit improve productivity? Evidence from Bulgaria1," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 16(3), pages 445-465, July.
    48. Francesco Nucci & Alberto F. Pozzolo & Fabiano Schivardi, 2005. "Is Firm's Productivity Related to its Financial Structure? Evidence from Microeconomic Data," Rivista di Politica Economica, SIPI Spa, vol. 95(1), pages 269-290, January-F.
    49. repec:lic:licosd:24409 is not listed on IDEAS
    50. Moses Abramovitz, 1956. "Resource and Output Trends in the United States since 1870," NBER Books, National Bureau of Economic Research, Inc, number abra56-1, December.
    51. Crass, Dirk & Peters, Bettina, 2014. "Intangible assets and firm-level productivity," ZEW Discussion Papers 14-120, ZEW - Leibniz Centre for European Economic Research.
    52. repec:bla:ecorec:v:77:y:2001:i:239:p:323-37 is not listed on IDEAS
    53. Moses Abramovitz, 1956. "Resource and Output Trends in the United States since 1870," NBER Chapters, in: Resource and Output Trends in the United States since 1870, pages 1-23, National Bureau of Economic Research, Inc.
    54. Hopenhayn, Hugo A, 1992. "Entry, Exit, and Firm Dynamics in Long Run Equilibrium," Econometrica, Econometric Society, vol. 60(5), pages 1127-1150, September.
    55. Alfred Kleinknecht & Pierre Mohnen (ed.), 2002. "Innovation and Firm Performance," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-59588-0.
    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. Santos, Eleonora & Khan, Shahed, 2019. "FDI Policies and Catching-Up," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 0(7(61)), pages 1821-1853.
    2. Ana Martins & Tiago Domingues & Catarina Branco, 2018. "The Determinants of TFP Growth in the Portuguese Service Sector," GEE Papers 0114, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Nov 2018.
    3. Santos, Eleonora & Khan, Shahed, 2018. "Public Policies, Innovation and Convergence," EconStor Preprints 183508, ZBW - Leibniz Information Centre for Economics.
    4. Frederico Oliveira Torres, 2019. "Firm heterogeneity and exports in Portugal - Identifying export potential," GEE Papers 0118, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Apr 2019.
    5. Pedro Carvalho, 2018. "Competition and Firm Productivity: Evidence from Portugal," GEE Papers 00108, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Jul 2018.
    6. Abdoulaye Kané, 2022. "Measurement of total factor productivity: Evidence from French construction firms," EconomiX Working Papers 2022-9, University of Paris Nanterre, EconomiX.
    7. Abeer Elshennawy & Mohamed Bouaddi, 2018. "Sources of Heterogeneity in Labor Productivity and Total Factor Productivity in Egyptian Manufacturing," Working Papers 1276, Economic Research Forum, revised 26 Dec 2018.
    8. Segundo Camino‐Mogro & Natalia Bermudez‐Barrezueta, 2021. "Productivity determinants in the construction sector in emerging country: New evidence from Ecuadorian firms," Review of Development Economics, Wiley Blackwell, vol. 25(4), pages 2391-2413, November.
    9. Paulo Matos & Pedro Neves, 2020. "The Determinants of Total Factor Productivity in the Portuguese Quaternary Sector," GEE Papers 0149, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Apr 2020.
    10. Mehmet Emre Ünsal, 2024. "Causalities Between Exports, Imports, and Total Factor Productivity in Developing Countries: The Case of Türkiye, Brazil, India, and South Africa," Journal of Economic Policy Researches, Istanbul University, Faculty of Economics, vol. 11(2), pages 186-203, July.
    11. Pedro Carvalho, 2018. "Competition and Firm Productivity: Evidence from Portugal," GEE Papers 00108, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Jul 2018.
    12. Wang, Manyu & Huang, Ying & An, Zidong & Wei, Chu, 2023. "Reforming the world's largest heating system: Quasi-experimental evidence from China," Energy Economics, Elsevier, vol. 117(C).

    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. Ana Martins & Tiago Domingues & Catarina Branco, 2018. "The Determinants of TFP Growth in the Portuguese Service Sector," GEE Papers 0114, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Nov 2018.
    2. Paulo Matos & Pedro Neves, 2020. "The Determinants of Total Factor Productivity in the Portuguese Quaternary Sector," GEE Papers 0149, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Apr 2020.
    3. Segundo Camino‐Mogro & Natalia Bermudez‐Barrezueta, 2021. "Productivity determinants in the construction sector in emerging country: New evidence from Ecuadorian firms," Review of Development Economics, Wiley Blackwell, vol. 25(4), pages 2391-2413, November.
    4. Harris, Richard & Moffat, John, 2011. "Plant-level determinants of total factor productivity in Great Britain, 1997-2006," LSE Research Online Documents on Economics 33561, London School of Economics and Political Science, LSE Library.
    5. Chen, Minjia & Guariglia, Alessandra, 2013. "Internal financial constraints and firm productivity in China: Do liquidity and export behavior make a difference?," Journal of Comparative Economics, Elsevier, vol. 41(4), pages 1123-1140.
    6. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    7. Crass, Dirk & Peters, Bettina, 2014. "Intangible assets and firm-level productivity," ZEW Discussion Papers 14-120, ZEW - Leibniz Centre for European Economic Research.
    8. David Greenstreet, 2007. "Exploiting Sequential Learning to Estimate Establishment-Level Productivity Dynamics and Decision Rules," Economics Series Working Papers 345, University of Oxford, Department of Economics.
    9. Kancs, d’Artis & Siliverstovs, Boriss, 2016. "R&D and non-linear productivity growth," Research Policy, Elsevier, vol. 45(3), pages 634-646.
    10. Richter, Philipp M. & Schiersch, Alexander, 2017. "CO2 emission intensity and exporting: Evidence from firm-level data," European Economic Review, Elsevier, vol. 98(C), pages 373-391.
    11. Graziella Bonanno & Annalisa Ferrando & Stefania Patrizia Sonia Rossi, 2023. "Do innovation and financial constraints affect the profit efficiency of European enterprises?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 13(1), pages 57-86, March.
    12. Marian Rizov & Patrick Paul Walsh, 2009. "Productivity and Trade Orientation in UK Manufacturing," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(6), pages 821-849, December.
    13. Sai Ding & Alessandra Guariglia & Richard Harris, 2016. "The determinants of productivity in Chinese large and medium-sized industrial firms, 1998–2007," Journal of Productivity Analysis, Springer, vol. 45(2), pages 131-155, April.
    14. Thanapol Srithanpong, 2016. "Firm Productivity in Thai Manufacturing Industries: Evidence from Firm-level Panel Data," PIER Discussion Papers 15, Puey Ungphakorn Institute for Economic Research.
    15. Anna M. Ferragina & Fernanda Mazzotta & Khalid Sekkat, 2016. "Financial constraints and productivity growth across the size spectrum: microeconomic evidence from Morocco," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 6(3), pages 361-381, December.
    16. Richard Harris & John Moffat, 2015. "Plant-level determinants of total factor productivity in Great Britain, 1997–2008," Journal of Productivity Analysis, Springer, vol. 44(1), pages 1-20, August.
    17. Francesco Manaresi & Nicola Pierri, 2018. "Credit supply and productivity growth," Temi di discussione (Economic working papers) 1168, Bank of Italy, Economic Research and International Relations Area.
    18. Bettina Becker, 2013. "The Determinants of R&D Investment: A Survey of the Empirical Research," Discussion Paper Series 2013_09, Department of Economics, Loughborough University, revised Sep 2013.
    19. Thanapol Srithanpong, 2016. "Firm Productivity in Thai Manufacturing Industries: Evidence from Firm-level Panel Data," PIER Discussion Papers 15., Puey Ungphakorn Institute for Economic Research, revised Jan 2016.

    More about this item

    Keywords

    Total Factor Productivity; LEVPET; Industry;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity

    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:mde:wpaper:0062. 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: Joana Almodovar (email available below). General contact details of provider: https://edirc.repec.org/data/geegvpt.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.