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The Nonlinear Relationship Between Firm Size and Growth in the Automotive Industry

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  • Claudiu Tiberiu Albulescu

    (Politehnica University of Timisoara
    University of Poitiers)

  • Matei Tămășilă

    (Politehnica University of Timisoara)

  • Ilie Mihai Tăucean

    (Politehnica University of Timisoara)

Abstract

The automotive industry dominates the economy of the west part of Romania, making necessary the identification of firm growth drivers. Accordingly, the purpose of this paper is to analyse the nonlinear impact of firm size in influencing firm growth. To do so, we use a panel quantile regression with fixed effects for a set of 19 automotive companies over the period 2007–2015, while controlling for the role of research and development activities and firm’s financial performances. We show that firm size positively sustains firm growth at all quantiles, whereas this relationship is stronger for companies that grow less fast. Our findings are robust to the computation of firm growth and size based on different indicators and are not influenced by the agglomeration effect.

Suggested Citation

  • Claudiu Tiberiu Albulescu & Matei Tămășilă & Ilie Mihai Tăucean, 2021. "The Nonlinear Relationship Between Firm Size and Growth in the Automotive Industry," Journal of Industry, Competition and Trade, Springer, vol. 21(3), pages 445-463, September.
  • Handle: RePEc:kap:jincot:v:21:y:2021:i:3:d:10.1007_s10842-021-00364-6
    DOI: 10.1007/s10842-021-00364-6
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    as
    1. Baum, Christopher F. & Caglayan, Mustafa & Talavera, Oleksandr, 2008. "Uncertainty determinants of firm investment," Economics Letters, Elsevier, vol. 98(3), pages 282-287, March.
    2. Marco Capasso & Elena Cefis, 2012. "Firm Size and Growth Rate Variance: The Effects of Data Truncation," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 41(3), pages 193-205, November.
    3. Almeida, Heitor & Campello, Murillo & Weisbach, Michael S., 2011. "Corporate financial and investment policies when future financing is not frictionless," Journal of Corporate Finance, Elsevier, vol. 17(3), pages 675-693, June.
    4. Alex Coad, 2009. "The Growth of Firms," Books, Edward Elgar Publishing, number 13424.
    5. Stelian STANCU & Eugenia GRECU & Mirela Ionela ACELEANU & Daniela Livia TRAŞCĂ & Claudiu Tiberiu ALBULESCU, 2021. "Does Firm Size Matters for Firm Growth? Evidence from the Romanian Health Sector," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(1), pages 17-31, December.
    6. De Fabritiis, G. & Pammolli, F. & Riccaboni, M., 2003. "On size and growth of business firms," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 324(1), pages 38-44.
    7. Lee, Chien-Chiang & Wang, Chih-Wei & Ho, Shan-Ju, 2020. "Financial inclusion, financial innovation, and firms’ sales growth," International Review of Economics & Finance, Elsevier, vol. 66(C), pages 189-205.
    8. 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.
    9. Claudiu Tiberiu Albulescu, 2020. "Investment Behaviour and Firms’ Financial Performance: A Comparative Analysis Using Firm-Level Data from the Wine Industry," International Journal of Management, Knowledge and Learning, International School for Social and Business Studies, Celje, Slovenia, vol. 9(1), pages 75-94.
    10. K. Farla, 2014. "Determinants of firms' investment behaviour: a multilevel approach," Applied Economics, Taylor & Francis Journals, vol. 46(34), pages 4231-4241, December.
    11. Galvao Jr., Antonio F., 2011. "Quantile regression for dynamic panel data with fixed effects," Journal of Econometrics, Elsevier, vol. 164(1), pages 142-157, September.
    12. Evans, David S, 1987. "Tests of Alternative Theories of Firm Growth," Journal of Political Economy, University of Chicago Press, vol. 95(4), pages 657-674, August.
    13. Michael Pfaffermayr, 2007. "Firm Growth Under Sample Selection: Conditional σ-Convergence in Firm Size?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 31(4), pages 303-328, December.
    14. Zou, Yijiang, 2019. "An analysis of Chinese firm size distribution and growth rate," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 535(C).
    15. Ivan A. Canay, 2011. "A simple approach to quantile regression for panel data," Econometrics Journal, Royal Economic Society, vol. 14(3), pages 368-386, October.
    16. Galina Besstremyannaya & Sergei Golovan, 2019. "Reconsideration of a simple approach to quantile regression for panel data," The Econometrics Journal, Royal Economic Society, vol. 22(3), pages 292-308.
    17. Corbae,Dean & Durlauf,Steven N. & Hansen,Bruce E. (ed.), 2006. "Econometric Theory and Practice," Cambridge Books, Cambridge University Press, number 9780521807234.
    18. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
    19. Pornsit Jiraporn & Sang Mook Lee, 2018. "How do Independent Directors Influence Corporate Risk‐Taking? Evidence from a Quasi‐Natural Experiment," International Review of Finance, International Review of Finance Ltd., vol. 18(3), pages 507-519, September.
    20. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    21. Pakes, Ariel & Ericson, Richard, 1998. "Empirical Implications of Alternative Models of Firm Dynamics," Journal of Economic Theory, Elsevier, vol. 79(1), pages 1-45, March.
    22. Hart, Peter E & Oulton, Nicholas, 1996. "Growth and Size of Firms," Economic Journal, Royal Economic Society, vol. 106(438), pages 1242-1252, September.
    23. Claudiu Tiberiu Albulescu & Şerban Miclea & Simina Silvana Suciu & Matei Tămăşilă, 2018. "Firm-level investment in the extractive industry from CEE countries: the role of macroeconomic uncertainty and internal conditions," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 8(2), pages 193-208, June.
    24. Das, Sanghamitra, 1995. "Size, age and firm growth in an infant industry: The computer hardware industry in India," International Journal of Industrial Organization, Elsevier, vol. 13(1), pages 111-126, March.
    25. Robert E. Carpenter & Bruce C. Petersen, 2002. "Is The Growth Of Small Firms Constrained By Internal Finance?," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 298-309, May.
    26. Helena Marques, 2015. "Does the Gender of Top Managers and Owners Matter for Firm Exports?," Feminist Economics, Taylor & Francis Journals, vol. 21(4), pages 89-117, October.
    27. Hall, Bronwyn H, 1987. "The Relationship between Firm Size and Firm Growth in the U.S. Manufacturing Sector," Journal of Industrial Economics, Wiley Blackwell, vol. 35(4), pages 583-606, June.
    28. Micheline Goedhuys & Pierre Mohnen & Tamer Taha, 2016. "Corruption, innovation and firm growth: firm-level evidence from Egypt and Tunisia," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 6(3), pages 299-322, December.
    29. Veronique Vermoesen & Marc Deloof & Eddy Laveren, 2013. "Long-term debt maturity and financing constraints of SMEs during the Global Financial Crisis," Small Business Economics, Springer, vol. 41(2), pages 433-448, August.
    30. repec:nsr:niesrd:77 is not listed on IDEAS
    31. Rosen, Adam M., 2012. "Set identification via quantile restrictions in short panels," Journal of Econometrics, Elsevier, vol. 166(1), pages 127-137.
    32. Ajit Singh & Geoffrey Whittington, 1975. "The Size and Growth of Firms," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 42(1), pages 15-26.
    33. Andrzej Cieślik, 2020. "What attracts multinational enterprises from the new EU member states to Poland?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 10(2), pages 253-269, June.
    34. Takehiko Yasuda, 2005. "Firm Growth, Size, Age and Behavior in Japanese Manufacturing," Small Business Economics, Springer, vol. 24(1), pages 1-15, December.
    35. Pornsit Jiraporn & Sang Mook Lee & Kuen Jae Park & HakJoon Song, 2018. "How do independent directors influence innovation productivity? A quasi-natural experiment," Applied Economics Letters, Taylor & Francis Journals, vol. 25(7), pages 435-441, April.
    36. Lamarche, Carlos, 2010. "Robust penalized quantile regression estimation for panel data," Journal of Econometrics, Elsevier, vol. 157(2), pages 396-408, August.
    37. José Fariñas & Lourdes Moreno, 2000. "Firms' Growth, Size and Age: A Nonparametric Approach," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 17(3), pages 249-265, November.
    38. Gatchev, Vladimir A. & Spindt, Paul A. & Tarhan, Vefa, 2009. "How do firms finance their investments?: The relative importance of equity issuance and debt contracting costs," Journal of Corporate Finance, Elsevier, vol. 15(2), pages 179-195, April.
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    More about this item

    Keywords

    Firm growth; Firm size; Panel quantile regression; Nonlinear effect; Gibrat’s law; Automotive industry;
    All these keywords.

    JEL classification:

    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms
    • M11 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - Production Management

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