High-growth entrepreneurial firms in Africa: a quantile regression approach
AbstractThis paper studies the growth performance of a large set of entrepreneurial firms in ten manufacturing sectors of eleven Sub-Saharan African countries. The focus of the paper is on identifying those entrepreneurs. attributes and firm characteristics that tend to generate a significant number of high-growth firms in these countries. To this end, we use a quantile regression, which provides a more complete estimation of the growth distribution of firms conditional on different attributes. The results indicate that especially firms that engage in product innovation, have their own transport means and are connected to the internet through their own website are characterized by higher growth rates and display a more skewed distribution to the right, hosting a higher number of high-growth firms. The effect of the last two variables, which relate to distance-bridging modes of infrastructure, points to the self-reinforcing growth effects.
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Bibliographic InfoArticle provided by Springer in its journal Small Business Economics.
Volume (Year): 34 (2010)
Issue (Month): 1 (January)
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Web page: http://www.springerlink.com/link.asp?id=100338
Africa; Firm growth; High-growth firms; Quantile regression; D92; L26; O55;
Other versions of this item:
- Goedhuys, Micheline & Sleuwaegen, Leo, 2009. "High-Growth Entrepreneurial Firms in Africa: A Quantile Regression Approach," Working Paper Series UNU-WIDER Research Paper , World Institute for Development Economic Research (UNU-WIDER).
- D92 - Microeconomics - - Intertemporal Choice and Growth - - - Intertemporal Firm Choice and Growth, Financing, Investment, and Capacity
- L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship
- O55 - Economic Development, Technological Change, and Growth - - Economywide Country Studies - - - Africa
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Audretsch,David B. & Thurik,Roy (ed.), 1999. "Innovation, Industry Evolution and Employment," Cambridge Books, Cambridge University Press, number 9780521641661, November.
- Benn Eifert & Alan Gelb & Vijaya Ramachandran, 2005. "Business Environment and Comparative Advantage in Africa: Evidence from the Investment Climate Data," Working Papers 56, Center for Global Development.
- Roger Koenker & Kevin F. Hallock, 2001.
Journal of Economic Perspectives,
American Economic Association, vol. 15(4), pages 143-156, Fall.
- 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 567-81, June.
- Evans, David S., 1986. "The Relationship Between Firm Growth, Size, and Age: Estimates for 100 Manufacturing Industries," Working Papers 86-33, C.V. Starr Center for Applied Economics, New York University.
- Audretsch, David B., 1995. "Innovation, growth and survival," International Journal of Industrial Organization, Elsevier, vol. 13(4), pages 441-457, December.
- Jaumandreu, Jordi & Harrison, R, & Mairesse, J. & Peters, B., .
"Does innovation stimulate employment? A firm-level analysis using comparable micro data on four European countries,"
Open Access publications from Universidad Carlos III de Madrid
info:hdl:10016/5266, Universidad Carlos III de Madrid.
- Harrison, Rupert & Jaumandreu, Jordi & Mairesse, Jacques & Peters, Bettina, 2005. "Does innovation stimulate employment? A firm-level analysis using comparable micro data on four European countries," MPRA Paper 1245, University Library of Munich, Germany.
- Sleuwaegen, Leo & Goedhuys, Micheline, 2002. "Growth of firms in developing countries, evidence from Cote d'Ivoire," Journal of Development Economics, Elsevier, vol. 68(1), pages 117-135, June.
- Aghion, Philippe & Howitt, Peter, 1992.
"A Model of Growth through Creative Destruction,"
Econometric Society, vol. 60(2), pages 323-51, March.
- Aghion, P. & Howitt, P., 1989. "A Model Of Growth Through Creative Destruction," UWO Department of Economics Working Papers 8904, University of Western Ontario, Department of Economics.
- Aghion, P. & Howitt, P., 1989. "A Model Of Growth Through Creative Destruction," Working papers 527, Massachusetts Institute of Technology (MIT), Department of Economics.
- Aghion, P. & Howitt, P., 1990. "A Model Of Growth Through Creative Destruction," DELTA Working Papers 90-12, DELTA (Ecole normale supérieure).
- Philippe Aghion & Peter Howitt, 1990. "A Model of Growth Through Creative Destruction," NBER Working Papers 3223, National Bureau of Economic Research, Inc.
- Leo Sleuwaegen & Micheline Goedhuys, 2003. "Technical efficiency, market share and profitability of manufacturing firms in C�te d'Ivoire: the technology trap," Cambridge Journal of Economics, Oxford University Press, vol. 27(6), pages 851-866, November.
- David B. Audretsch & A. Roy Thurik, 1999. "Innovation, Industry Evoluation and Employment," Tinbergen Institute Discussion Papers 99-068/3, Tinbergen Institute.
- Bigsten, Arne & Soderbom, Mans, 2005.
"What have we learned from a decade of manufacturing enterprise surveys in Africa ?,"
Policy Research Working Paper Series
3798, The World Bank.
- Arne Bigsten & Mans Söderbom, 2006. "What Have We Learned from a Decade of Manufacturing Enterprise Surveys in Africa?," World Bank Research Observer, World Bank Group, vol. 21(2), pages 241-265.
- Alex Coad & Rekha Rao, 2006.
"Innovation and Firm Growth in High-Tech Sectors: A Quantile Regression Approach,"
LEM Papers Series
2006/18, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- 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.
- Alex Coad & Rekha Rao, 2007. "Innovation and Firm Growth in High-Tech Sectors: A Quantile Regression Approach," Open Discussion Papers in Economics 57, The Open University, Faculty of Social Sciences, Department of Economics.
- Moshe Buchinsky, 1998. "Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 88-126.
- McPherson, Michael A., 1996. "Growth of micro and small enterprises in southern Africa," Journal of Development Economics, Elsevier, vol. 48(2), pages 253-277, March.
- Variyam, Jayachandran N. & Kraybill, David S., 1992. "Empirical evidence on determinants of firm growth," Economics Letters, Elsevier, vol. 38(1), pages 31-36, January.
- Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
- Dunne, Paul & Hughes, Alan, 1994. "Age, Size, Growth and Survival: UK Companies in the 1980s," Journal of Industrial Economics, Wiley Blackwell, vol. 42(2), pages 115-40, June.
- José Miguel Benavente & Rodolfo Lauterbach, 2006.
"Technological Innovation and Employment: Complements or Substitutes,"
wp221, University of Chile, Department of Economics.
- Jose Miguel Benavente & Rodolfo Lauterbach, 2008. "Technological innovation and employment: complements or substitutes?," European Journal of Development Research, Taylor and Francis Journals, vol. 20(2), pages 318-329.
- James R. Tybout, 2000.
"Manufacturing Firms in Developing Countries: How Well Do They Do, and Why?,"
Journal of Economic Literature,
American Economic Association, vol. 38(1), pages 11-44, March.
- Tybout, James, 1998. "Manufacuring firms in developing countries - how well do they do, and why?," Policy Research Working Paper Series 1965, The World Bank.
- James Tybout, 1999. "Manufacturing Firms in Developing Countries: How Well Do They Do, and Why?," Development and Comp Systems 9906001, EconWPA, revised 10 Jun 1999.
- James Tybout, 1998. "Manufacturing Firms In Developing Countries: How Well Do They Do, And Why?," Development and Comp Systems 9805004, EconWPA.
- Lall, Sanjaya, 1992. "Technological capabilities and industrialization," World Development, Elsevier, vol. 20(2), pages 165-186, February.
- Delmar, Frederic & Davidsson, Per & Gartner, William B., 2003. "Arriving at the high-growth firm," Journal of Business Venturing, Elsevier, vol. 18(2), pages 189-216, March.
- Vijaya Ramachandran & Manju Kedia Shah, 1999. "Minority entrepreneurs and firm performance in sub-Saharan Africa," The Journal of Development Studies, Taylor and Francis Journals, vol. 36(2), pages 71-87.
- Fisman Raymond J, 2003. "Ethnic Ties and the Provision of Credit: Relationship-Level Evidence from African Firms," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 3(1), pages 1-21, October.
- Micheline Goedhuys & Leo Sleuwaegen, 2000. "Entrepreneurship and growth of entrepreneurial firms in cote d'Ivoire," The Journal of Development Studies, Taylor and Francis Journals, vol. 36(3), pages 123-145.
- Micheline Goedhuys & Norbert Janz & Pierre Mohnen, 2008. "What drives productivity in Tanzanian manufacturing firms: technology or business environment?," European Journal of Development Research, Taylor and Francis Journals, vol. 20(2), pages 199-218.
- Mead, Donald C. & Liedholm, Carl, 1998. "The dynamics of micro and small enterprises in developing countries," World Development, Elsevier, vol. 26(1), pages 61-74, January.
- Almus, Matthias, 2000. "What Characterizes a Fast Growing Firm?," ZEW Discussion Papers 00-64, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
- Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-70, May.
- Arne Bigsten & Mulu Gebreeyesus, 2007. "The Small, the Young, and the Productive: Determinants of Manufacturing Firm Growth in Ethiopia," Economic Development and Cultural Change, University of Chicago Press, vol. 55, pages 813-840.
- Richard E. Caves, 1998. "Industrial Organization and New Findings on the Turnover and Mobility of Firms," Journal of Economic Literature, American Economic Association, vol. 36(4), pages 1947-1982, December.
- Geroski, Paul A, 1999. "The Growth of Firms in Theory and in Practice," CEPR Discussion Papers 2092, C.E.P.R. Discussion Papers.
- Klepper, Steven, 1996. "Entry, Exit, Growth, and Innovation over the Product Life Cycle," American Economic Review, American Economic Association, vol. 86(3), pages 562-83, June.
- Goedhuys, Micheline & Janz, Norbert & Mohnen, Pierre, 2006. "What drives productivity in Tanzanian manufacturing firms: technology or institutions?," UNU-MERIT Working Paper Series 037, United Nations University, Maastricht Economic and social Research and training centre on Innovation and Technology.
- Gort, Michael & Klepper, Steven, 1982. "Time Paths in the Diffusion of Product Innovations," Economic Journal, Royal Economic Society, vol. 92(367), pages 630-53, September.
- Kumar, M S, 1985. "Growth, Acquisition Activity and Firm Size: Evidence from the United Kingdom," Journal of Industrial Economics, Wiley Blackwell, vol. 33(3), pages 327-38, March.
- Justin van der Sluis & Mirjam van Praag & Wim Vijverberg, 2003. "Entrepreneurship Selection and Performance," Tinbergen Institute Discussion Papers 03-046/3, Tinbergen Institute, revised 24 Sep 2004.
- Mengistae, Taye, 2001. "Indigenous ethnicity and entrepreneurial success in Africa : some evidence from Ethiopia," Policy Research Working Paper Series 2534, The World Bank.
- Biggs, Tyler & Shah, Manju Kedia, 2006. "African SMES, networks, and manufacturing performance," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 3043-3066, November.
- Lau, Chi Keung Marco & Suvankulov, Farrukh & Karabag, Solmaz Filiz, 2012. "Determinants of firm competitiveness: case of the Turkish textile and apparel industry," MPRA Paper 46974, University Library of Munich, Germany.
- Bartelsman, Eric & Dobbelaere, Sabien & Peters, Bettina, 2013. "Allocation of Human Capital and Innovation at the Frontier: Firm-Level Evidence on Germany and the Netherlands," IZA Discussion Papers 7540, Institute for the Study of Labor (IZA).
- Quatraro, Francesco & Vivarelli, Marco, 2013. "Drivers of Entrepreneurship and Post-Entry Performance of Newborn Firms in Developing Countries," IZA Discussion Papers 7436, Institute for the Study of Labor (IZA).
- Alex Coad & Werner HÃ¶lzl, 2010.
"Firm growth: empirical analysis,"
Papers on Economics and Evolution
2010-02, Max Planck Institute of Economics, Evolutionary Economics Group.
- Alex Coad & Rekha Rao, 2010. "R&D and firm growth rate variance," Economics Bulletin, AccessEcon, vol. 30(1), pages 702-708.
- Oriol Amat & Jordi Perramon, 2011. "High-growth cooperatives: Financial profile and key factors for competitiveness," Economics Working Papers 1289, Department of Economics and Business, Universitat Pompeu Fabra.
- Andres Jung & Cecilia Plottier, 2011. "Firm growth in a regional trade integration context," ERSA conference papers ersa11p1502, European Regional Science Association.
- Vivarelli, Marco, 2012. "Entrepreneurship in Advanced and Developing Countries: A Microeconomic Perspective," IZA Discussion Papers 6513, Institute for the Study of Labor (IZA).
- Oriol Amat & Jordi Perramon, 2011. "High-growth cooperatives: financial profile and key factors for competitiveness," CIRIEC-España, revista de economía pública, social y cooperativa, CIRIEC-España, issue 73, pages 81-98, October.
- Coad, Alex & Segarra Blasco, Agustí, 1958- & Teruel, Mercedes, 2013. "Innovation and firm growth: Does firm age play a role?," Working Papers 2072/211886, Universitat Rovira i Virgili, Department of Economics.
- García-Manjón, Juan V. & Romero-Merino, M. Elena, 2012. "Research, development, and firm growth. Empirical evidence from European top R&D spending firms," Research Policy, Elsevier, vol. 41(6), pages 1084-1092.
- Vivarelli, Marco, 2012. "Drivers of entrepreneurship and post-entry performance : microeconomic evidence from advanced and developing countries," Policy Research Working Paper Series 6245, The World Bank.
- Oriol Amat & Marcos Antón Renart & María José García, 2013. "Factors that determine the evolution of high-growth businesses," Economics Working Papers 1377, Department of Economics and Business, Universitat Pompeu Fabra.
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