Empirical Economics

, Volume 51, Issue 1, pp 125–179 | Cite as

Dynamics of investment and firm performance: comparative evidence from manufacturing industries

Article

Abstract

This paper investigates the channels linking investment and firm performance in the French and Italian manufacturing industries and proposes a novel methodology to identify investment spikes which corrects for nonlinear size dependence. Using large data sets reporting observed investment from official sources, we provide a systematic comparison of the relation between investment and firm performance across (i) different definitions of investment spikes, our proposed measure and previous ones; (ii) different institutional settings, i.e. France and Italy; (iii) several performance proxies; and (iv) investment types. We show that the failure to account for the scaling relation between investment spikes and firm size can bias such analyses. Moreover, differences also emerge across countries in the way investment spikes translate into future firm performance.

Keywords

Firm heterogeneity Investment spike Industrial dynamics Corporate performance Capital accumulation Technical change 

JEL Classification

C14 D22 D24 D92 E22 L11 L23 L60 

Supplementary material

181_2015_991_MOESM1_ESM.pdf (69 kb)
Supplementary material 1 (pdf 69 KB)

References

  1. Asphjell MK, Letterie W, Nilsen O, Pfann GA (2014) Sequentiality versus simultaneity: interrelated factor demand. Rev Econ Stat 96(5):986–998CrossRefGoogle Scholar
  2. Audretsch DB, Elston JA (2002) Does firm size matter? Evidence on the impact of liquidity constraints on firm investment behavior in Germany. Int J Ind Organ 20(1):1–17CrossRefGoogle Scholar
  3. Bachmann R, Caballero RJ, Engel EMRA (2013) Aggregate implications of lumpy investment: New evidence and a dsge model. Am Econ J Macroecon 5(4):29–67CrossRefGoogle Scholar
  4. Baily MN, Hulten C, Campbell D (1992) Productivity dynamics in manufacturing establishments. Brook Pap Econ Act Microecon 4:187–249CrossRefGoogle Scholar
  5. Bartelsman EJ, Doms M (2000) Understanding productivity: lessons from longitudinal microdata. J Econ Lit 38(2):569–594CrossRefGoogle Scholar
  6. Bernard AB, Jensen BJ (1999) Exceptional exporter performance: cause, effect, or both? J Int Econ 47(1):1–25CrossRefGoogle Scholar
  7. Bernard AB, Eaton J, Jensen JB, Kortum SS (2003) Plants and productivity in international trade. Am Econ Rev 93(4):1268–1290CrossRefGoogle Scholar
  8. Bessen JE (1999) New plants as natural experiments in economic adjustment: Adjustment costs, learning-by-doing and lumpy investment. Working paper, Boston UniversityGoogle Scholar
  9. Bigsten A, Collier P, Dercon S, Gauthier B, Gunning JW, Isaksson A, Oduro A, Oostendorp R, Pattilo C, Soderbom M, Sylvain M, Teal F, Zeufack A (1999) Investment in africa’s manufacturing sector: a four country panel data analysis. Oxf Bull Econ Stat 61(4):489–512CrossRefGoogle Scholar
  10. Bigsten A, Collier P, Dercon S, Fafchamps M, Gauthier B, Gunning J, Oostendorp R, Pattillo C, Soderbom M, Teal F (2005) Adjustment costs and irreversibility as determinants of investment: evidence from African manufacturing. Contrib Econ Anal Policy 4(1):1–27Google Scholar
  11. Bokpin G, Onumah J (2009) An empirical analysis of the determinants of corporate investment decisions: evidence from emerging market firms. Int Res J Finance Econ 33:134–141Google Scholar
  12. Bond S, Elston JA, Mairesse J, Mulkay B (2003) Financial factors of investment in Belgium, France, Germany, and the United Kingdom: a comparison using company data. Rev Econ Stat 85(1):153–165CrossRefGoogle Scholar
  13. Bontempi E, Boca AD, Franzosi A, Galeotti M, Rota P (2004) Capital heterogeneity: Does it matter? Fundamental Q and investment on a panel of Italian firms. RAND J Econ 35:674–690CrossRefGoogle Scholar
  14. Brier GW (1950) Verification of forecasts expressed in terms of probability. Mon Weather Rev 78(1):1–3CrossRefGoogle Scholar
  15. Carlsson M, Laséen S (2005) Capital adjustment patterns in Swedish manufacturing firms: What model do they suggest? Econ J 115(506):969–986CrossRefGoogle Scholar
  16. Chatelain JB, Generale A, Hernando I, von Kalckreuth U, Vermeulen P (2003) New findings on firm investment and monetary policy transmission in the euro area. Oxf Rev Econ Policy 19(1):1–11CrossRefGoogle Scholar
  17. Christiano LJ, Eichenbaum M, Evans CL (2005) Nominal rigidities and the dynamic effects of a shock to monetary policy. J Political Econ 113(1):1–45CrossRefGoogle Scholar
  18. Cooley TF, Greenwood J, Yorukoglu M (1997) The replacement problem. J Monet Econ 40(3):457–499CrossRefGoogle Scholar
  19. Cooper R, Haltiwanger J, Power L (1999) Machine replacement and the business cycle: lumps and bumps. Am Econ Rev 89:921–946CrossRefGoogle Scholar
  20. De Long JB, Summers LH (1991) Equipment investment and economic growth. Q J Econ 106(2):445–502CrossRefGoogle Scholar
  21. Del Boca A, Galeotti M, Rota P (2008) Non-convexities in the adjustment of different capital inputs: a firm-level investigation. Eur Econ Rev 52(2):315–337CrossRefGoogle Scholar
  22. Delgado MA, Farina JC, Ruano S (2002) Firm productivity and export market: a non-parametric approach. J Int Econ 57(1):397–422CrossRefGoogle Scholar
  23. Doms M, Dunne T (1998) Capital adjustment patterns in manufacturing plants. Rev Econ Dyn 1:409–429CrossRefGoogle Scholar
  24. Dosi G, Fagiolo G, Roventini A (2006) An evolutionary model of endogenous business cycles. Comput Econ 27(1):3–34CrossRefGoogle Scholar
  25. Dosi G, Gambardella A, Grazzi M, Orsenigo L (2008) Technological revolutions and the evolution of industrial structures: assessing the impact of new technologies upon the size and boundaries of firms. Cap Soc 3(1). doi:10.2202/1932-0213.1030
  26. Dosi G, Grazzi M, Tomasi C, Zeli A (2012) Turbulence underneath the big calm? The micro-evidence behind italian productivity dynamics. Small Bus Econ 39(4):1043–1067CrossRefGoogle Scholar
  27. Doyle J, Whited T (2001) Fixed costs of adjustment, coordination, and industry investment. Rev Econ Stat 83:628–637CrossRefGoogle Scholar
  28. Duhautois R, Jamet S (2001) Hétérogénéité des comportements d’investissement et fluctuations de l’investissement aggrégé. Economie et Prévisions 2001/3:103–115CrossRefGoogle Scholar
  29. Fiori G (2012) Lumpiness, capital adjustment costs and investment dynamics. J Monet Econ 59(4):381–392CrossRefGoogle Scholar
  30. Foster L, Haltiwanger J, Krizan CJ (2001) New Developments in productivity analysis, chap. In: Aggregate productivity growth: lessons from microeconomic evidence. University of Chicago Press, Chicago, pp 303–372Google Scholar
  31. Geylani P, Stefanou S (2013) Linking investment spikes and productivity growth. Empir Econ 45(1):157–178CrossRefGoogle Scholar
  32. Gibrat R (1931) Les inégalités économiques. Librairie du Recuil Sirey, ParisGoogle Scholar
  33. Gourio F, Kashyap AK (2007) Investment spikes: new facts and a general equilibrium exploration. J Monet Econ 54(Supplement):1–22CrossRefGoogle Scholar
  34. Grazzi M, Sanzo R, Secchi A, Zeli A (2013) The building process of a new integrated system of business micro-data 1989–2004. J Econ Soc Meas 38(4):291–324Google Scholar
  35. Huggett M, Ospina S (2001) Does productivity growth fall after the adoption of new technology? J Monet Econ 48(1):173–195CrossRefGoogle Scholar
  36. Jensen BJ, McGuckin RH, Stiroh KJ (2001) The impact of vintage and survival on productivity: evidence from cohorts of U.S. manufacturing plants. Rev Econ Stat 83(2):323–332CrossRefGoogle Scholar
  37. Jovanovic B, Nyarko Y (1996) Learning by doing and the choice of technology. Econometrica 64(6):1299–1310CrossRefGoogle Scholar
  38. Letterie WA, Pfann GA (2007) Structural identification of high and low investment regimes. J Monet Econ 54(3):797–819CrossRefGoogle Scholar
  39. Levinsohn J, Petrin A (2003) Estimating production functions using inputs to control for unobservables. Rev Econ Stud 70(2):317–341CrossRefGoogle Scholar
  40. Licandro O, Maroto R, Puch L (2004) Innovation, investment and productivity: evidence from spanish firms. Research paper in Economics ECO2004/07, European University InstituteGoogle Scholar
  41. López RA (2009) Do firms increase productivity in order to become exporters? Oxf Bull Econ Stat 71(5):621–642CrossRefGoogle Scholar
  42. Mairesse J, Hall BH, Mulkay B (1999) Firm-level investment in France and the United States: an exploration of what we have learned in twenty years. Ann Econ Stat 55(56):27–67Google Scholar
  43. Melitz MJ (2003) The impact of trade on intra-industry reallocations and aggregate industry productivity. Econometrica 71(6):1695–1725CrossRefGoogle Scholar
  44. Nilsen OA, Schiantarelli F (2003) Zeros and lumps in investment: empirical evidence on irreversibilities and nonconvexities. Rev Econ Stat 85(4):1021–1037CrossRefGoogle Scholar
  45. Nilsen OA, Raknerud A, Rybalka M, Skjerpen T (2009) Lumpy investments, factor adjustments, and labour productivity. Oxf Econ Pap 61(1):104–127CrossRefGoogle Scholar
  46. OECD (2001) OECD economic outlook. OECD Publishing, ParisGoogle Scholar
  47. OECD (2008) Compendium of productivity indicators. OECD Publishing, ParisGoogle Scholar
  48. OECD (2012) Italy: reviving growth and productivity. OECD Publishing, ParisGoogle Scholar
  49. Parisi ML, Schiantarelli F, Sembenelli A (2006) Productivity, innovation and R&D: micro evidence for Italy. Eur Econ Rev 50(8):2037–2061CrossRefGoogle Scholar
  50. Pavitt K (1984) Sectoral pattern of technical change: towards a taxonomy and a theory. Res Policy 13:343–373CrossRefGoogle Scholar
  51. Power L (1998) The missing link: technology, investment, and productivity. Rev Econ Stat 80(2):300–313CrossRefGoogle Scholar
  52. Sakellaris P (2004) Patterns of plant adjustment. J Monet Econ 51(2):425–450CrossRefGoogle Scholar
  53. Schiantarelli F (1996) Financial constraints and investment: methodological issues and international evidence. Oxf Rev Econ Policy 12(2):70–89CrossRefGoogle Scholar
  54. Shima K (2010) Lumpy capital adjustment and technical efficiency. Econ Bull 30:2817–2824Google Scholar
  55. Silverman BW (1986) Density estimation for statistics and data analysis. Chapman & Hall/CRC, LondonCrossRefGoogle Scholar
  56. Stanley M, Amaral L, Buldyrev S, Havlin S, Leschhorn H, Maass P, Salinger M, Stanley H (1996) Scaling behaviour in the growth of companies. Nature 379:804–806CrossRefGoogle Scholar
  57. Sutton J (1997) Gibrat’s legacy. J Econ Lit 35(1):40–59Google Scholar
  58. Syverson C (2011) What determines productivity? J Econ Lit 49(2):326–365CrossRefGoogle Scholar
  59. Thomas J (2002) Is lumpy investment relevant for the business cycle? J Polit Econ 110:508–534CrossRefGoogle Scholar
  60. Whited TM (2006) External finance constraints and the intertemporal pattern of intermittent investment. J Financ Econ 81(3):467–502CrossRefGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2015

Authors and Affiliations

  1. 1.Dipartimento di Scienze EconomicheUniversità di BolognaBolognaItaly
  2. 2.CES - Centre d’économie de la Sorbonne, Maison des Sciences ÉconomiquesParis Cedex 13France
  3. 3.MaastrichtThe Netherlands
  4. 4.Observatoire Français des Conjonctures ÉconomiquesParisFrance
  5. 5.Sant’Anna School of Advanced StudiesPisaItaly

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