IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/35656.html
   My bibliography  Save this paper

Explaining TFP at firm level in Italy. Does location matter?

Author

Listed:
  • Aiello, Francesco
  • Pupo, Valeria
  • Ricotta, Fernand

Abstract

This study considers how firms’ internal variables and regional factors affect the total factor productivity of Italian manufacturing firms. Due to of the hierarchical structure of data in estimation, we employ a multilevel model. Results, which refer to 2006, show the importance of firm-specific determinants of TFP, but at the same time confirm the role of regional context in explaining the gap in TFP levels which exist between the South and the North of Italy. In this respect, we show that northern firms are localised in regions with adequate endowment of infrastructure, with efficient public administration and with high R&D intensity and, as a result of these factors, perform better than firms operating in less well endowed regions.

Suggested Citation

  • Aiello, Francesco & Pupo, Valeria & Ricotta, Fernand, 2011. "Explaining TFP at firm level in Italy. Does location matter?," MPRA Paper 35656, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:35656
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/35656/1/MPRA_paper_35656.pdf
    File Function: original version
    Download Restriction: no

    File URL: https://mpra.ub.uni-muenchen.de/36854/1/MPRA_paper_36854.pdf
    File Function: revised version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Guido Ascari & Valeria di Cosmo, 2005. "Determinants of total factor productivity in the italian Regions," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2005(2).
    2. Giorgio Fazio & Davide Piacentino, 2010. "A Spatial Multilevel Analysis of Italian SMEs' Productivity," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(3), pages 299-316.
    3. Eckaus, Richard S., 1961. "The North-South Differential In Italian Economic Development," The Journal of Economic History, Cambridge University Press, vol. 21(3), pages 285-317, September.
    4. Luigi Benfratello & Tiziano Razzolini, 2008. "Firms’ Productivity and Internationalisation Choices: Evidence for a Large Sample of Italian Firms," Development Working Papers 236, Centro Studi Luca d'Agliano, University of Milano.
    5. Mikael Lindahl & Alan B. Krueger, 2001. "Education for Growth: Why and for Whom?," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December.
    6. Francesco Aiello & Vincenzo Scoppa, 2000. "Uneven Regional Development in Italy: Explaining Differences in Productivity Levels," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 59(2), pages 270-298, September.
    7. Davide Castellani, 2002. "Export behavior and productivity growth: Evidence from Italian manufacturing firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 138(4), pages 605-628, December.
    8. Davide Piacentino, 2008. "Productivity, Infrastructures and Convergence: Panel Data Evidence on Italian Regions," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2008(2), pages 5-26.
    9. Guido Tabellini, 2010. "Culture and Institutions: Economic Development in the Regions of Europe," Journal of the European Economic Association, European Economic Association, vol. 8(4), pages 677-716, June.
    10. Aiello, Francesco & Pupo, Valeria, 2012. "Structural funds and the economic divide in Italy," Journal of Policy Modeling, Elsevier, vol. 34(3), pages 403-418.
    11. Francesco QUATRARO, 2006. "Technological Change And Productivity Growth In Italian Regions, 1982-2001," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 24, pages 135-158.
    12. Maria Gabriela Ladu, 2010. "Total Factor Productivity Estimates: Some Evidence from European Regions," WIFO Working Papers 380, WIFO.
    13. Ciccone, Antonio & Hall, Robert E, 1996. "Productivity and the Density of Economic Activity," American Economic Review, American Economic Association, vol. 86(1), pages 54-70, March.
    14. Miriam A. Golden & Lucio Picci, 2005. "Proposal For A New Measure Of Corruption, Illustrated With Italian Data," Economics and Politics, Wiley Blackwell, vol. 17, pages 37-75, March.
    15. Parente, Stephen L. & Prescott, Edward C., 2005. "A Unified Theory of the Evolution of International Income Levels," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 21, pages 1371-1416, Elsevier.
    16. Francesco Daveri & Cecilia Jona-Lasinio, 2005. "Italy's Decline: Getting the Facts Right," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 64(4), pages 365-410, December.
    17. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    18. 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.
    19. Leo Sveikauskas, 2007. "R&D and Productivity Growth: A Review of the Literature," Working Papers 408, U.S. Bureau of Labor Statistics.
    20. Emanuela Marrocu & Raffaele Paci, 2010. "The effects of public capital on the productivity of the Italian regions," Applied Economics, Taylor & Francis Journals, vol. 42(8), pages 989-1002.
    21. Prescott, Edward C, 1998. "Needed: A Theory of Total Factor Productivity," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(3), pages 525-551, August.
    22. repec:hoo:wpaper:e-93-6 is not listed on IDEAS
    23. Joseph Byrne & Giorgio Fazio & Davide Piacentino, 2009. "Total Factor Productivity Convergence among Italian Regions: Some Evidence from Panel Unit Root Tests," Regional Studies, Taylor & Francis Journals, vol. 43(1), pages 63-76.
    24. repec:spr:weltar:v:144:y:2008:i:4:p:596-635 is not listed on IDEAS
    25. Federico Cingano & Fabiano Schivardi, 2004. "Identifying the Sources of Local Productivity Growth," Journal of the European Economic Association, MIT Press, vol. 2(4), pages 720-742, June.
    26. Francesco Serti & Chiara Tomasi, 2008. "Self-Selection and Post-Entry Effects of Exports: Evidence from Italian Manufacturing Firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 144(4), pages 660-694, December.
    27. Valter Di Giacinto & Giorgio Nuzzo, 2006. "Explaining labour productivity differentials across Italian regions: the role of socio‐economic structure and factor endowments," Papers in Regional Science, Wiley Blackwell, vol. 85(2), pages 299-320, June.
    28. Giovanni Iuzzolino & Guido Pellegrini & Gianfranco Viesti, 2011. "Convergence among Italian Regions, 1861-2011," Quaderni di storia economica (Economic History Working Papers) 22, Bank of Italy, Economic Research and International Relations Area.
    29. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    30. Francesco Aiello & Valeria Pupo & Fernanda Ricotta, 2008. "Sulla dinamica della produttività totale dei fattori in Italia. Un’analisi settoriale," Working Papers 200803, Università della Calabria, Dipartimento di Economia, Statistica e Finanza "Giovanni Anania" - DESF.
    31. Miriam A. Golden & Lucio Picci, 2005. "Proposal For A New Measure Of Corruption, Illustrated With Italian Data," Economics and Politics, Wiley Blackwell, vol. 17(1), pages 37-75, March.
    32. Francesco Aiello & Alfonsina Iona & Leone Leonida, 2012. "Regional infrastructure and firm investment: theory and empirical evidence for Italy," Empirical Economics, Springer, vol. 42(3), pages 835-862, June.
    33. Parisi, Maria Laura & Schiantarelli, Fabio & Sembenelli, Alessandro, 2006. "Productivity, innovation and R&D: Micro evidence for Italy," European Economic Review, Elsevier, vol. 50(8), pages 2037-2061, November.
    34. Raspe, Otto & van Oort, Frank G., 2011. "Firm heterogeneity, productivity and spatially bounded knowledge externalities," Socio-Economic Planning Sciences, Elsevier, vol. 45(1), pages 38-47, March.
    35. Andrea Brandolini & Piero Cipollone, 2001. "Multifactor Productivity and Labour Quality in Italy, 1981-2000," Temi di discussione (Economic working papers) 422, Bank of Italy, Economic Research and International Relations Area.
    36. Sergio Destefanis & Vania Sena, 2005. "Public capital and total factor productivity: New evidence from the Italian regions, 1970-98," Regional Studies, Taylor & Francis Journals, vol. 39(5), pages 603-617.
    37. Peter J. Klenow & Andrés Rodríguez-Clare, 1997. "The Neoclassical Revival in Growth Economics: Has It Gone Too Far?," NBER Chapters, in: NBER Macroeconomics Annual 1997, Volume 12, pages 73-114, National Bureau of Economic Research, Inc.
    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. Paola Cardamone & Valeria Pupo & Fernanda Ricotta, 2016. "Do Firms Benefit from University Research? Evidence from Italy," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 2(3), pages 445-471, November.
    2. Annamaria Nifo & Sabrina Ruberto & Gaetano Vecchione, 2018. "Does institutional quality matter for lending relationships?," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 8(2), pages 1-4.
    3. Aiello, Francesco & Pupo, Valeria & Ricotta, Fernanda, 2013. "Firm heterogeneity in TFP, sectoral innovation and geography. Evidence from Italy," MPRA Paper 48573, University Library of Munich, Germany.
    4. Mahlberg, Bernhard & Freund, Inga & Crespo Cuaresma, Jesús & Prskawetz, Alexia, 2013. "The age-productivity pattern: Do location and sector affiliation matter?," The Journal of the Economics of Ageing, Elsevier, vol. 1, pages 72-82.
    5. Nifo, Annamaria & Ruberto, Sabrina & Vecchione, Gaetano, 2016. "Does institutional quality matter for lending relationships? Evidence from Italy," MPRA Paper 75279, University Library of Munich, Germany.
    6. Francesco Aiello & Giuseppe Albanese & Paolo Piselli, 2017. "Public R&D Support In Italy. Evidence From A New Firm-Level Patent Data Set," Working Papers 201702, Università della Calabria, Dipartimento di Economia, Statistica e Finanza "Giovanni Anania" - DESF.

    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. Aiello, Francesco & Pupo, Valeria & Ricotta, Fernanda, 2013. "Firm heterogeneity in TFP, sectoral innovation and geography. Evidence from Italy," MPRA Paper 48573, University Library of Munich, Germany.
    2. Francesco Aiello & Valeria Pupo & Fernanda Ricotta, 2014. "Explaining Total Factor Productivity at Firm Level in Italy: Does Location Matter?," Spatial Economic Analysis, Taylor & Francis Journals, vol. 9(1), pages 51-70, March.
    3. Aiello, Francesco & Ricotta, Fernanda, 2014. "Firm heterogeneity in productivity across Europe. What explains what?," MPRA Paper 56222, University Library of Munich, Germany.
    4. Giuseppe Albanese & Marco M. Sorge, 2010. "On the Production Function for Italy," Rivista Internazionale di Scienze Sociali, Vita e Pensiero, Pubblicazioni dell'Universita' Cattolica del Sacro Cuore, vol. 118(4), pages 401-416.
    5. Francesco Aiello & Fernanda Ricotta, 2016. "Firm heterogeneity in productivity across Europe: evidence from multilevel models," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(1), pages 57-89, January.
    6. Calcagnini, Giorgio & Marin, Giovanni & Perugini, Francesco, 2021. "Labour flexibility, internal migration and productivity in Italian regions," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 308-320.
    7. Valeria Pupo & Francesco Aiello, 2009. "L'impatto della politica regionale dell'Unione Europea. Uno studio sulle regioni italiane," Rivista italiana degli economisti, Società editrice il Mulino, issue 3, pages 421-454.
    8. Mohamed Amara & Khaled Thabet, 2019. "Firm and regional factors of productivity: a multilevel analysis of Tunisian manufacturing," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 63(1), pages 25-51, August.
    9. Lidia Mannarino & Valeria Pupo & Fernanda Ricotta, 2016. "Family Firms and Productivity: The Role of Institutional Quality," International Journal of Business and Management, Canadian Center of Science and Education, vol. 11(10), pages 343-343, September.
    10. Davide Piacentino, 2008. "Productivity, Infrastructures and Convergence: Panel Data Evidence on Italian Regions," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2008(2), pages 5-26.
    11. Mohamed Amara, 2023. "Agglomeration and firm performance in times of economic turmoil: Evidence from Tunisian firm‐level data," Growth and Change, Wiley Blackwell, vol. 54(2), pages 446-481, June.
    12. Mohamed Amara, 2019. "Firm Performance and Agglomeration Effects: Evidence from Tunisian Firm-level Data," Working Papers 1297, Economic Research Forum, revised 2019.
    13. Andrea Lasagni & Annamaria Nifo & Gaetano Vecchione, 2015. "Firm Productivity And Institutional Quality: Evidence From Italian Industry," Journal of Regional Science, Wiley Blackwell, vol. 55(5), pages 774-800, November.
    14. 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.
    15. Bürker, Matthias & Franco, Chiara & Minerva, G. Alfredo, 2013. "Foreign ownership, firm performance, and the geography of civic capital," Regional Science and Urban Economics, Elsevier, vol. 43(6), pages 964-984.
    16. Aiello, Francesco & Scoppa, Vincenzo, 2008. "Convergence and Regional Productivity Divide in Italy: Evidence from Panel Data," MPRA Paper 17343, University Library of Munich, Germany.
    17. Luigi Buzzacchi & Antonio De Marco & Marcello Pagnini, 2021. "Agglomeration and the Italian North-South divide," Questioni di Economia e Finanza (Occasional Papers) 637, Bank of Italy, Economic Research and International Relations Area.
    18. Bronzini, Raffaello & Piselli, Paolo, 2009. "Determinants of long-run regional productivity with geographical spillovers: The role of R&D, human capital and public infrastructure," Regional Science and Urban Economics, Elsevier, vol. 39(2), pages 187-199, March.
    19. Joseph Byrne & Giorgio Fazio & Davide Piacentino, 2009. "Total Factor Productivity Convergence among Italian Regions: Some Evidence from Panel Unit Root Tests," Regional Studies, Taylor & Francis Journals, vol. 43(1), pages 63-76.
    20. Francesco Aiello & Camilla Mastromarco & Angelo Zago, 2011. "Be productive or face decline. On the sources and determinants of output growth in Italian manufacturing firms," Empirical Economics, Springer, vol. 41(3), pages 787-815, December.

    More about this item

    Keywords

    Manufacturing Firms; Total Factor Productivity; Italian Regional Divide; Multilevel Models;
    All these keywords.

    JEL classification:

    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • L60 - Industrial Organization - - Industry Studies: Manufacturing - - - 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:35656. 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.