IDEAS home Printed from https://ideas.repec.org/p/par/dipeco/2016-ep04.html
   My bibliography  Save this paper

Swimming Upstream Throughout the Turmoil: Evidence on Firm Growth During the Great Recession

Author

Listed:
  • A. Arrighetti
  • F. Landini
  • A. Lasagni

Abstract

In contrast to the so-called cleansing effect, during the Great Recession we observe highly heterogeneous firm performances. In particular, a not negligible subset of firms grew considerably despite of the general tendency towards downsizing. In this paper, we explain the behaviour of these swimming upstream firms (SUFs). We obtain three main results. First, SUFs exhibit certain firm-specific characteristics: they are younger and relatively more productive than non-SUFs. Second, SUFs adopt highly proactive strategic profiles, which assign significant importance to activities related to innovation, intangibles, and internationalization. Third, SUFs tend to react to changes in market opportunities, although they suffer from sticky processes of resource reallocation between exiting and surviving firms. Moreover, their growth seems to take place primarily within a regime of cumulative destruction rather than creative destruction. Some of the implications of these results for managers and policy makers are discussed.

Suggested Citation

  • A. Arrighetti & F. Landini & A. Lasagni, 2016. "Swimming Upstream Throughout the Turmoil: Evidence on Firm Growth During the Great Recession," Economics Department Working Papers 2016-EP04, Department of Economics, Parma University (Italy).
  • Handle: RePEc:par:dipeco:2016-ep04
    as

    Download full text from publisher

    File URL: http://www.swrwebeco.unipr.it/RePEc/pdf/I_2016-04.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. N. Bloom, 2016. "Fluctuations in uncertainty," Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 4.
    2. Bartz, Wiebke & Winkler, Adalbert, 2016. "Flexible or fragile? The growth performance of small and young businesses during the global financial crisis — Evidence from Germany," Journal of Business Venturing, Elsevier, vol. 31(2), pages 196-215.
    3. Nishimura, Kiyohiko G. & Nakajima, Takanobu & Kiyota, Kozo, 2005. "Does the natural selection mechanism still work in severe recessions?: Examination of the Japanese economy in the 1990s," Journal of Economic Behavior & Organization, Elsevier, vol. 58(1), pages 53-78, September.
    4. Micheline Goedhuys & Leo Sleuwaegen, 2010. "High-growth entrepreneurial firms in Africa: a quantile regression approach," Small Business Economics, Springer, vol. 34(1), pages 31-51, January.
    5. Lucia Foster & Cheryl Grim & John Haltiwanger, 2016. "Reallocation in the Great Recession: Cleansing or Not?," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 293-331.
    6. Claessens, Stijn & Tong, Hui & Wei, Shang-Jin, 2012. "From the financial crisis to the real economy: Using firm-level data to identify transmission channels," Journal of International Economics, Elsevier, vol. 88(2), pages 375-387.
    7. Fabio Landini, 2020. "Distortions in firm selection during recessions: a comparison across European countries," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 29(3), pages 683-712.
    8. 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.
    9. Davide Castellani & Antonello Zanfei, 2007. "Internationalisation, Innovation and Productivity: How Do Firms Differ in Italy?," The World Economy, Wiley Blackwell, vol. 30(1), pages 156-176, January.
    10. Archibugi, Daniele & Filippetti, Andrea & Frenz, Marion, 2013. "Economic crisis and innovation: Is destruction prevailing over accumulation?," Research Policy, Elsevier, vol. 42(2), pages 303-314.
    11. Chad Syverson, 2004. "Product Substitutability and Productivity Dispersion," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 534-550, May.
    12. Patrick Musso & Stefano Schiavo, 2008. "The impact of financial constraints on firm survival and growth," Journal of Evolutionary Economics, Springer, vol. 18(2), pages 135-149, April.
    13. Mark Cassidy & Holger Görg & Eric Strobl, 2005. "Knowledge Accumulation, And Productivity: Evidence From Plant‐Level Data For Ireland," Scottish Journal of Political Economy, Scottish Economic Society, vol. 52(3), pages 344-358, July.
    14. Alex Coad, 2009. "The Growth of Firms," Books, Edward Elgar Publishing, number 13424.
    15. A. Arrighetti & R. Brancati & A. Lasagni & A. Maresca, 2015. "Firms’ heterogeneity and performance in manufacturing during the great recession," Economics Department Working Papers 2015-EP03, Department of Economics, Parma University (Italy).
    16. Guariglia, Alessandra & Mateut, Simona, 2010. "Inventory investment, global engagement, and financial constraints in the UK: Evidence from micro data," Journal of Macroeconomics, Elsevier, vol. 32(1), pages 239-250, March.
    17. Marco Grazzi & Daniele Moschella, 2018. "Small, young, and exporters: New evidence on the determinants of firm growth," Journal of Evolutionary Economics, Springer, vol. 28(1), pages 125-152, January.
    18. Nanditha Mathew, 2017. "Drivers of firm growth: micro-evidence from Indian manufacturing," Journal of Evolutionary Economics, Springer, vol. 27(3), pages 585-611, July.
    19. Michael Peneder, 2003. "Industry Classifications: Aim, Scope and Techniques," Journal of Industry, Competition and Trade, Springer, vol. 3(1), pages 109-129, March.
    20. Coad, Alex & Rao, Rekha, 2008. "Innovation and firm growth in high-tech sectors: A quantile regression approach," Research Policy, Elsevier, vol. 37(4), pages 633-648, May.
    21. Evans, David S, 1987. "The Relationship between Firm Growth, Size, and Age: Estimates for 100 Manufacturing Industries," Journal of Industrial Economics, Wiley Blackwell, vol. 35(4), pages 567-581, June.
    22. Raquel Ortega-Argilés & Rosina Moreno, 2005. "Firm Competitive Strategies And The Likelihood Of Survival - The Spanish Case," ERSA conference papers ersa05p347, European Regional Science Association.
    23. Fabio Pieri, 2018. "Vertical organization of production and firm growth," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(1), pages 83-106.
    24. Kolasa, Marcin & Rubaszek, Michal & Taglioni, Daria, 2010. "Firms in the great global recession: The role of foreign ownership and financial dependence," Emerging Markets Review, Elsevier, vol. 11(4), pages 341-357, December.
    25. Giorgio Barba Navaretti & Davide Castellani & Fabio Pieri, 2014. "Age and firm growth: evidence from three European countries," Small Business Economics, Springer, vol. 43(4), pages 823-837, December.
    26. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    27. Criscuolo, Chiara & Haskel, Jonathan E. & Slaughter, Matthew J., 2010. "Global engagement and the innovation activities of firms," International Journal of Industrial Organization, Elsevier, vol. 28(2), pages 191-202, March.
    28. Gomes, Joao & Greenwood, Jeremy & Rebelo, Sergio, 2001. "Equilibrium unemployment," Journal of Monetary Economics, Elsevier, vol. 48(1), pages 109-152, August.
    29. Erik Stam & Karl Wennberg, 2009. "The roles of R&D in new firm growth," Small Business Economics, Springer, vol. 33(1), pages 77-89, June.
    30. Ana M. Moreno & José C. Casillas, 2007. "High-growth SMEs versus non-high-growth SMEs: a discriminant analysis," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 19(1), pages 69-88, January.
    31. Fabio Landini & Alessandro Arrighetti & Andrea Lasagni, 2020. "Economic crisis and firm exit: do intangibles matter?," Industry and Innovation, Taylor & Francis Journals, vol. 27(5), pages 445-479, May.
    32. Blandina Oliveira & Adelino Fortunato, 2006. "Firm Growth and Liquidity Constraints: A Dynamic Analysis," Small Business Economics, Springer, vol. 27(2), pages 139-156, October.
    33. Teresa C Fort & John Haltiwanger & Ron S Jarmin & Javier Miranda, 2013. "How Firms Respond to Business Cycles: The Role of Firm Age and Firm Size," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 61(3), pages 520-559, August.
    34. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    35. Susan Helper & Morris M. Kleiner, 2009. "International Differences in Lean Production, Productivity, and Employee Attitudes," NBER Chapters, in: International Differences in the Business Practices and Productivity of Firms, pages 231-261, National Bureau of Economic Research, Inc.
    36. Blandina Oliveira & Adelino Fortunato, 2017. "Firm growth and R&D: Evidence from the Portuguese manufacturing industry," Journal of Evolutionary Economics, Springer, vol. 27(3), pages 613-627, July.
    37. Pekka Ilmakunnas & Jukka Topi, 1999. "Microeconomic and Macroeconomic Influences on Entry and Exit of Firms," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 15(3), pages 283-301, November.
    38. D'Aurizio, Leandro & Oliviero, Tommaso & Romano, Livio, 2015. "Family firms, soft information and bank lending in a financial crisis," Journal of Corporate Finance, Elsevier, vol. 33(C), pages 279-292.
    39. Argente, David & Lee, Munseob & Moreira, Sara, 2018. "Innovation and product reallocation in the great recession," Journal of Monetary Economics, Elsevier, vol. 93(C), pages 1-20.
    40. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    41. Paul Geroski & Klaus Gugler, 2004. "Corporate growth convergence in Europe," Oxford Economic Papers, Oxford University Press, vol. 56(4), pages 597-620, October.
    42. Antonio Accetturo & Anna Giunta & Salvatore Rossi, 2011. "The Italian Firms between Crisis and the new Globalization," L'industria, Società editrice il Mulino, issue 1, pages 145-164.
    43. Giulio Bottazzi & Elena Cefis & Giovanni Dosi, 2002. "Corporate growth and industrial structures: some evidence from the Italian manufacturing industry," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 11(4), pages 705-723, August.
    44. Leiponen, Aija & Drejer, Ina, 2007. "What exactly are technological regimes?: Intra-industry heterogeneity in the organization of innovation activities," Research Policy, Elsevier, vol. 36(8), pages 1221-1238, October.
    45. Giulio Bottazzi & Angelo Secchi & Federico Tamagni, 2008. "Productivity, profitability and financial performance," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 17(4), pages 711-751, August.
    46. Armen A. Alchian, 1950. "Uncertainty, Evolution, and Economic Theory," Journal of Political Economy, University of Chicago Press, vol. 58(3), pages 211-211.
    47. Lucia Foster & John Haltiwanger & Chad Syverson, 2008. "Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?," American Economic Review, American Economic Association, vol. 98(1), pages 394-425, March.
    48. Carlota Perez, 2009. "The double bubble at the turn of the century: technological roots and structural implications," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 33(4), pages 779-805, July.
    49. Jeffrey Campbell, 1998. "Entry, Exit, Embodied Technology, and Business Cycles," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 1(2), pages 371-408, April.
    50. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    51. ANITA M. McGAHAN & MICHAEL E. PORTER, 1997. "How Much Does Industry Matter, Really?," Strategic Management Journal, Wiley Blackwell, vol. 18(S1), pages 15-30, July.
    52. Daniel A. Levinthal, 1997. "Adaptation on Rugged Landscapes," Management Science, INFORMS, vol. 43(7), pages 934-950, July.
    53. 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.
    54. Sarah Bridges & Alessandra Guariglia, 2008. "Financial Constraints, Global Engagement, And Firm Survival In The United Kingdom: Evidence From Micro Data," Scottish Journal of Political Economy, Scottish Economic Society, vol. 55(4), pages 444-464, September.
    55. Francesca Lotti & Enrico Santarelli & Marco Vivarelli, 2003. "Does Gibrat's Law hold among young, small firms?," Journal of Evolutionary Economics, Springer, vol. 13(3), pages 213-235, August.
    56. David Audretsch & Alex Coad & Agustí Segarra, 2014. "Firm growth and innovation," Small Business Economics, Springer, vol. 43(4), pages 743-749, December.
    57. Carlota Perez, 2002. "Technological Revolutions and Financial Capital," Books, Edward Elgar Publishing, number 2640.
    58. repec:hal:spmain:info:hdl:2441/59cr4u3mmr9pobrceptvua5g8c is not listed on IDEAS
    59. Roberto Simonetti, 1996. "Technical Change and Firm Growth: 'Creative Destruction' in the Fortune List, 1963-1987," Open Discussion Papers in Economics 13, The Open University, Faculty of Social Sciences, Department of Economics.
    60. Alessandro Arrighetti & Andrea Lasagni, 2013. "Assessing the Determinants of High-Growth Manufacturing Firms in Italy," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 20(2), pages 245-267, July.
    61. 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.
    62. 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.
    63. Giuseppe Moscarini & Fabien Postel-Vinay, 2012. "The Contribution of Large and Small Employers to Job Creation in Times of High and Low Unemployment," American Economic Review, American Economic Association, vol. 102(6), pages 2509-2539, October.
    64. Lee, Chang-Yang, 2010. "A theory of firm growth: Learning capability, knowledge threshold, and patterns of growth," Research Policy, Elsevier, vol. 39(2), pages 278-289, March.
    65. Richardson, G B, 1972. "The Organisation of Industry," Economic Journal, Royal Economic Society, vol. 82(327), pages 883-896, September.
    66. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    67. Del Monte, Alfredo & Papagni, Erasmo, 2003. "R&D and the growth of firms: empirical analysis of a panel of Italian firms," Research Policy, Elsevier, vol. 32(6), pages 1003-1014, June.
    68. Acs, Zoltan J., 2008. "Foundations of High Impact Entrepreneurship," Foundations and Trends(R) in Entrepreneurship, now publishers, vol. 4(6), pages 535-620, June.
    69. Geroski,Paul A. & Gregg,Paul, 1997. "Coping with Recession," Cambridge Books, Cambridge University Press, number 9780521622769, September.
    70. Giulio Bottazzi & Angelo Secchi, 2006. "Explaining the distribution of firm growth rates," RAND Journal of Economics, RAND Corporation, vol. 37(2), pages 235-256, June.
    71. Antonelli, Cristiano, 1997. "The economics of path-dependence in industrial organization," International Journal of Industrial Organization, Elsevier, vol. 15(6), pages 643-675, October.
    72. Fabio Landini & Alessandro Arrighetti & Eleonora Bartoloni, 2020. "The sources of heterogeneity in firm performance: lessons from Italy1," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 44(3), pages 527-558.
    73. Emanuele Brancati & Raffaele Brancati & Andrea Maresca, 2017. "Global value chains, innovation and performance: firm-level evidence from the Great Recession," Journal of Economic Geography, Oxford University Press, vol. 17(5), pages 1039-1073.
    74. Becchetti, Leonardo & Trovato, Giovanni, 2002. "The Determinants of Growth for Small and Medium Sized Firms: The Role of the Availability of External Finance," Small Business Economics, Springer, vol. 19(4), pages 291-306, December.
    75. A. Colin Cameron & Pravin K. Trivedi, 2010. "Microeconometrics Using Stata, Revised Edition," Stata Press books, StataCorp LP, number musr, March.
    76. repec:bla:econom:v:71:y:2004:i:281:p:299-318 is not listed on IDEAS
    77. A. Arrighetti & F. Landini & A. Lasagni, 2015. "Firms’economic crisis and firm exit: do intangibles matters?," Economics Department Working Papers 2015-EP04, Department of Economics, Parma University (Italy).
    78. Caballero, Ricardo J & Hammour, Mohamad L, 1994. "The Cleansing Effect of Recessions," American Economic Review, American Economic Association, vol. 84(5), pages 1350-1368, December.
    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. Silviano Esteve-Pérez & Fabio Pieri & Diego Rodriguez, 2024. "Coping with high decline: firms’ resilience to adversity," Small Business Economics, Springer, vol. 63(1), pages 193-219, June.
    2. Cefis, Elena & Bartoloni, Eleonora & Bonati, Marco, 2020. "Show me how to live: Firms' financial conditions and innovation during the crisis," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 63-81.

    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. A. Arrighetti & R. Brancati & A. Lasagni & A. Maresca, 2015. "Firms’ heterogeneity and performance in manufacturing during the great recession," Economics Department Working Papers 2015-EP03, Department of Economics, Parma University (Italy).
    2. Eleonora Bartoloni & Alessandro Arrighetti & Fabio Landini, 2021. "Recession and firm survival: is selection based on cleansing or skill accumulation?," Small Business Economics, Springer, vol. 57(4), pages 1893-1914, December.
    3. A. Arrighetti & L. Cattani & F. Landini & A. Lasagni, 2019. "Work Flexibility and Firm Growth," Economics Department Working Papers 2019-EP04, Department of Economics, Parma University (Italy).
    4. 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.
    5. Daria Ciriaci & Pietro Moncada-Paternò-Castello & Peter Voigt, 2016. "Innovation and job creation: a sustainable relation?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 6(2), pages 189-213, August.
    6. Coad, Alex & Segarra, Agustí & Teruel, Mercedes, 2013. "Like milk or wine: Does firm performance improve with age?," Structural Change and Economic Dynamics, Elsevier, vol. 24(C), pages 173-189.
    7. 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.
    8. Alex Coad & Werner Hölzl, 2012. "Firm Growth: Empirical Analysis," Chapters, in: Michael Dietrich & Jackie Krafft (ed.), Handbook on the Economics and Theory of the Firm, chapter 24, Edward Elgar Publishing.
    9. Lucia Foster & Cheryl Grim & John Haltiwanger, 2016. "Reallocation in the Great Recession: Cleansing or Not?," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 293-331.
    10. Giorgio Barba Navaretti & Davide Castellani & Fabio Pieri, 2014. "Age and firm growth: evidence from three European countries," Small Business Economics, Springer, vol. 43(4), pages 823-837, December.
    11. Canarella, Giorgio & Miller, Stephen M., 2018. "The determinants of growth in the U.S. information and communication technology (ICT) industry: A firm-level analysis," Economic Modelling, Elsevier, vol. 70(C), pages 259-271.
    12. Marco Vivarelli, 2013. "Is entrepreneurship necessarily good? Microeconomic evidence from developed and developing countries," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(6), pages 1453-1495, December.
    13. Giovanni Dosi & Sébastien Lechevalier & Angelo Secchi, 2010. "Interfirm heterogeneity: nature, sources and consequences for industrial dynamics. An introduction," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00642680, HAL.
    14. Silviano Esteve-Pérez & Fabio Pieri & Diego Rodriguez, 2022. "One swallow does not make a summer: episodes and persistence in high growth," Small Business Economics, Springer, vol. 58(3), pages 1517-1544, March.
    15. 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.
    16. Chiara Criscuolo & Peter N. Gal & Carlo Menon, 2014. "The Dynamics of Employment Growth: New Evidence from 18 Countries," CEP Discussion Papers dp1274, Centre for Economic Performance, LSE.
    17. 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.
    18. Hyytinen, Ari & Maliranta, Mika, 2013. "Firm lifecycles and evolution of industry productivity," Research Policy, Elsevier, vol. 42(5), pages 1080-1098.
    19. Andrea Fracasso & Kun Jiang, 2022. "The performance of private companies in China before and during the global financial crisis: firms’ characteristics and entrepreneurs’ attributes," Economic Change and Restructuring, Springer, vol. 55(2), pages 803-836, May.
    20. Wadho, Waqar & Goedhuys, Micheline & Chaudhry, Azam, 2019. "Young innovative companies and employment creation, evidence from the Pakistani textiles sector," World Development, Elsevier, vol. 117(C), pages 139-152.

    More about this item

    Keywords

    crisis; cleansing effect; heterogeneity; growth; firm performance; manufacturing industry;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • L21 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Business Objectives of the Firm
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D

    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:par:dipeco:2016-ep04. 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: Andrea Lasagni (email available below). General contact details of provider: https://edirc.repec.org/data/feparit.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.