Distance to Frontier and Appropriate Business Strategy
Abstract
This paper is an empirical test of the hypothesis that the appropriateness of different business strategies is conditional on the firm’s distance to the industry frontier. We use data on four 2-digit high-tech manufacturing industries in the US over the period 1972-1999, and apply semi-parametric quantile regressions to investigate the contribution of firm behavior to market value at various points of the conditional distribution of Tobin’s q. Among our results, we observe that innovative activity, measured in terms of R&D expenditure or patents, has a strong positive association with market value at the upper quantiles (corresponding to the leader firms) whereas the innovative efforts of laggard firms are valued significantly less. Laggard firms, we suggest, should instead achieve productivity growth through efficient exploitation of existing technologies and imitation of industry leaders. Employment growth in leader firms is encouraged whereas growth of backward firms is not as well received on the stock market.Download Info
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Paper provided by DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies in its series DRUID Working Papers with number 08-05.Length:
Date of creation: 2008
Date of revision:
Handle: RePEc:aal:abbswp:08-05
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Web page: http://www.druid.dk/
Related research
Keywords: Distance to frontier; Strategy; Market value; Innovation; Firm growth;Other versions of this item:
- Alex Coad, 2008. "Distance to Frontier and Appropriate Business Strategy," LEM Papers Series 2008/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Alexander Coad, 2008. "Distance to Frontier and Appropriate Business Strategy," Papers on Economics and Evolution 2008-07, Max Planck Institute of Economics, Evolutionary Economics Group.
- L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
- L21 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Business Objectives of the Firm
- D21 - Microeconomics - - Production and Organizations - - - Firm Behavior: Theory
- O31 - Economic Development, Technological Change, and Growth - - Technological Change; Research and Development; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
This paper has been announced in the following NEP Reports:
- NEP-ALL-2008-09-13 (All new papers)
- NEP-BEC-2008-09-13 (Business Economics)
- NEP-CSE-2008-09-13 (Economics of Strategic Management)
- NEP-EFF-2008-09-13 (Efficiency & Productivity)
- NEP-MIC-2008-09-13 (Microeconomics)
- NEP-TID-2008-09-13 (Technology & Industrial Dynamics)
References
References listed on IDEASPlease 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.:
- Acemoglu, D. & Aghion, P. & Zilibotti, F., 2006.
"Distance to frontier, selection, and economic growth,"
Open Access publications from University College London
http://discovery.ucl.ac.u, University College London.
- Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, 03.
- Zilibotti, Fabrizio & Aghion, Philippe & Acemoglu, Daron, 2006. "Distance to Frontier, Selection, and Economic Growth," Scholarly Articles 4554122, Harvard University Department of Economics.
- Acemoglu, Daron & Aghion, Philippe & Zilibotti, Fabrizio, 2002. "Distance to Frontier, Selection, and Economic Growth," CEPR Discussion Papers 3467, C.E.P.R. Discussion Papers.
- Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2002. "Distance to Frontier, Selection, and Economic Growth," NBER Working Papers 9066, National Bureau of Economic Research, Inc.
- Alex Coad, 2007.
"Firm growth : a survey,"
Documents de travail du Centre d'Economie de la Sorbonne
r07024, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
- Alexander Coad, 2007. "Firm Growth: A Survey," Papers on Economics and Evolution 2007-03, Max Planck Institute of Economics, Evolutionary Economics Group.
- Alex Coad, 2007. "Firm Growth : a Survey," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00155762, HAL.
- Zilibotti, F & Aghion, P & Acemoglu, D, 2003.
"Vertical integration and distance to frontier,"
Open Access publications from University College London
http://discovery.ucl.ac.u, University College London.
- Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2003. "Vertical Integration and Distance to Frontier," Journal of the European Economic Association, MIT Press, vol. 1(2-3), pages 630-638, 04/05.
- Acemoglu, Daron & Aghion, Philippe & Zilibotti, Fabrizio, 2002. "Vertical Integration and Distance to Frontier," CEPR Discussion Papers 3565, C.E.P.R. Discussion Papers.
- Acemoglu, Daron & Zilibotti, Fabrizio & Aghion, Philippe, 2003. "Vertical Integration and Distance to Frontier," Scholarly Articles 4481512, Harvard University Department of Economics.
- Acemoglu, D. & Aghion, P. & Zilibotti, F., 2003. "Vertical integration and distance to frontier," Open Access publications from University College London http://discovery.ucl.ac.u, University College London.
- Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2002. "Vertical Integration and Distance to Frontier," NBER Working Papers 9191, National Bureau of Economic Research, Inc.
- Alan Krueger & Mikael Lindahl, 2000.
"Education for Growth: Why and For Whom?,"
Working Papers
808, Princeton University, Department of Economics, Industrial Relations Section..
- 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.
- Alan B. Krueger & Mikael Lindahl, 2000. "Education for Growth: Why and For Whom?," NBER Working Papers 7591, National Bureau of Economic Research, Inc.
- Griliches, Zvi, 1990.
"Patent Statistics as Economic Indicators: A Survey,"
Journal of Economic Literature,
American Economic Association, vol. 28(4), pages 1661-1707, December.
- Zvi Griliches, 1998. "Patent Statistics as Economic Indicators: A Survey," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 287-343 National Bureau of Economic Research, Inc.
- Zvi Griliches, 1991. "Patent Statistics as Economic Indicators: A Survey," NBER Working Papers 3301, National Bureau of Economic Research, Inc.
- Koenker,Roger, 2005.
"Quantile Regression,"
Cambridge Books,
Cambridge University Press, number 9780521845731.
- Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
- Koenker,Roger, 2005. "Quantile Regression," Cambridge Books, Cambridge University Press, number 9780521608275.
- Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
- Elhanan Helpman & David T. Coe & Alexander W. Hoffmaister, 1994.
"North-South R&D Spillovers,"
IMF Working Papers
94/144, International Monetary Fund.
- Coe, David T & Helpman, Elhanan & Hoffmaister, Alexander W, 1997. "North-South R&D Spillovers," Economic Journal, Royal Economic Society, vol. 107(440), pages 134-49, January.
- Coe, David T & Helpman, Elhanan & Hoffmaister, Alexander, 1995. "North-South R&D Spillovers," CEPR Discussion Papers 1133, C.E.P.R. Discussion Papers.
- David T. Coe & Elhanan Helpman & Alexander Hoffmaister, 1995. "North-South R&D Spillovers," NBER Working Papers 5048, National Bureau of Economic Research, Inc.
- Philippe Aghion & Richard Blundell & Rachel Griffith & Peter Howitt & Susanne Prantl, 2004.
"Entry and Productivity Growth: Evidence from Microlevel Panel Data,"
Journal of the European Economic Association,
MIT Press, vol. 2(2-3), pages 265-276, 04/05.
- Aghion, P. & Blundell, R. & Griffith, R. & Howitt, P. & Prantl, S., 2004. "Entry and productivity growth: evidence from microlevel panel data," Open Access publications from University College London http://discovery.ucl.ac.u, University College London.
- Prantl, Susanne & Howitt, Peter & Griffith, Rachel & Blundell, Richard & Aghion, Philippe, 2004. "Entry and Productivity Growth: Evidence From Microlevel Panel Data," Scholarly Articles 4481510, Harvard University Department of Economics.
- Jay B. Barney, 1986. "Strategic Factor Markets: Expectations, Luck, and Business Strategy," Management Science, INFORMS, vol. 32(10), pages 1231-1241, October.
- Louis K. C. Chan, 2001. "The Stock Market Valuation of Research and Development Expenditures," Journal of Finance, American Finance Association, vol. 56(6), pages 2431-2456, December.
- Philippe Aghion & Mathias Dewatripont & Caroline Hoxby & Andreu Mas-Colell & André Sapir, 2007.
"Why Reform Europe's Universities?,"
Policy Briefs
34, Bruegel.
- Philippe Aghion & Mathias Dewatripont & Caroline Hoxby & Andreu Mas-Colell & André Sapir, 2008. "Why reform Europe's universities," ULB Institutional Repository 2013/101651, ULB -- Universite Libre de Bruxelles.
- André Sapir & Philippe Aghion & Mathias Dewatripont & Caroline Hoxby & Andreu Mas-Colell, 2007. "Why reform Europe's universities," ULB Institutional Repository 2013/8100, ULB -- Universite Libre de Bruxelles.
- repec:ebl:ecbull:v:15:y:2006:i:13:p:1-10 is not listed on IDEAS
- Aghion, Philippe & Howitt, Peter, 2006. "Appropriate Growth Policy: A Unifying Framework," Scholarly Articles 4554121, Harvard University Department of Economics.
- Mansfield, Edwin & Schwartz, Mark & Wagner, Samuel, 1981. "Imitation Costs and Patents: An Empirical Study," Economic Journal, Royal Economic Society, vol. 91(364), pages 907-18, December.
- Bronwyn H. Hall & Adam B. Jaffe & Manuel Trajtenberg, 2001.
"The NBER Patent Citation Data File: Lessons, Insights and Methodological Tools,"
NBER Working Papers
8498, National Bureau of Economic Research, Inc.
- Hall, Bronwyn H & Jaffe, Adam B & Trajtenberg, Manuel, 2001. "The NBER Patent Citations Data File: Lessons, Insights and Methodological Tools," CEPR Discussion Papers 3094, C.E.P.R. Discussion Papers.
- Hall, B. & Jaffe, A. & Trajtenberg, M., 2001. "The NBER Patent Citations Data File: Lessons, Insights and Methodological Tools," Papers 2001-29, Tel Aviv.
- Griffith, Rachel & Redding, Stephen J & Van Reenen, John, 2000.
"Mapping The Two Faces Of R&D: Productivity Growth In A Panel Of OECD Industries,"
CEPR Discussion Papers
2457, C.E.P.R. Discussion Papers.
- Rachel Griffith & Stephen Redding & John Van Reenen, 2004. "Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 883-895, November.
- Griffith, R & Redding, S & VanReenen, J, 2004. "Mapping the two faces of R&D: productivity growth in a panel of OECD industries," Open Access publications from University College London http://discovery.ucl.ac.u, University College London.
- Rachel Griffith & Stephen Redding & John Van Reenen, 2000. "Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries," CEP Discussion Papers dp0458, Centre for Economic Performance, LSE.
- Rachel Griffith & Stephen Redding & John Van Reenen, 2000. "Mapping the two faces of R&D: productivity growth in a panel of OECD industries," IFS Working Papers W00/02, Institute for Fiscal Studies.
- Amable, Bruno & Demmou, Lila & Lezdema, Ivan, 2007.
"Competition, Innovation and Distance to Frontier,"
CEPREMAP Working Papers (Docweb)
0706, CEPREMAP.
- Bruno Amable & Lilas Demmou & Ivan Ledezma, 2008. "Competition, Innovation and Distance to Frontier," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00340409, HAL.
- Bruno Amable & Lilas Demmou & Ivan Ledezma, 2008. "Competition, innovation and distance to frontier," Documents de travail du Centre d'Economie de la Sorbonne r08064, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
- Richard C. Levin & Alvin K. Klevorick & Richard R. Nelson & Sidney G. Winter, 1987. "Appropriating the Returns from Industrial Research and Development," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 18(3), pages 783-832.
- Nickell, S. & Nicolitasa, D. & Patterson, M., 1995.
"Does Doing Badly Encourage Management Innovation?,"
Economics Series Working Papers
99175, University of Oxford, Department of Economics.
- Nickell, Stephen & Nicolitsas, Daphne & Patterson, Malcolm, 2001. " Does Doing Badly Encourage Management Innovation?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(1), pages 5-28, February.
- Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
- Olivier J. Blanchard & Florencio Lopez-de-Silane, 1993.
"What do Firms do with Cash Windfalls?,"
NBER Working Papers
4258, National Bureau of Economic Research, Inc.
- Blanchard, Olivier Jean & Lopez-de-Silanes, Florencio & Shleifer, Andrei, 1994. "What do firms do with cash windfalls?," Journal of Financial Economics, Elsevier, vol. 36(3), pages 337-360, December.
- 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.
- 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, 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.
- repec:fth:harver:1473 is not listed on IDEAS
- Nicoletti, Giuseppe & Scarpetta, Stefano, 2003.
"Regulation, productivity, and growth : OECD evidence,"
Policy Research Working Paper Series
2944, The World Bank.
- Giuseppe Nicoletti & Stefano Scarpetta, 2003. "Regulation, productivity and growth: OECD evidence," Economic Policy, CEPR & CES & MSH, vol. 18(36), pages 9-72, 04.
- Giuseppe Nicoletti & Stefano Scarpetta, 2003. "Regulation, Productivity and Growth: OECD Evidence," OECD Economics Department Working Papers 347, OECD Publishing.
- Aghion, Philippe & Meghir, Costas & Vandenbussche, Jérôme, 2005.
"Growth, Distance to Frontier and Composition of Human Capital,"
CEPR Discussion Papers
4860, C.E.P.R. Discussion Papers.
- Jérôme Vandenbussche & Philippe Aghion & Costas Meghir, 2004. "Growth, distance to frontier and composition of human capital," IFS Working Papers W04/31, Institute for Fiscal Studies.
- Richard R. Nelson & Edmond S. Phelps, 1965. "Investment in Humans, Technological Diffusion and Economic Growth," Cowles Foundation Discussion Papers 189, Cowles Foundation for Research in Economics, Yale University.
- Geroski, Paul A & Machin, Stephen & Walters, Christopher F, 1997. "Corporate Growth and Profitability," Journal of Industrial Economics, Wiley Blackwell, vol. 45(2), pages 171-89, June.
- Abramovitz, Moses, 1986. "Catching Up, Forging Ahead, and Falling Behind," The Journal of Economic History, Cambridge University Press, vol. 46(02), pages 385-406, June.
- Frey, Bruno S & Jegen, Reto, 2001. " Motivation Crowding Theory," Journal of Economic Surveys, Wiley Blackwell, vol. 15(5), pages 589-611, December.
- Aghion, P. & Howitt, P., 2006. "Appropriate growth policy: a unifying framework," Open Access publications from University College London http://discovery.ucl.ac.u, University College London.
- Alex Coad, 2005.
"Testing the principle of 'growth of the fitter': The relationship between profits and firm growth,"
Emory Economics
0531, Department of Economics, Emory University (Atlanta).
- Coad, Alex, 2007. "Testing the principle of `growth of the fitter': The relationship between profits and firm growth," Structural Change and Economic Dynamics, Elsevier, vol. 18(3), pages 370-386, September.
- Joao Pedro Azevedo, 2004. "GRQREG: Stata module to graph the coefficients of a quantile regression," Statistical Software Components S437001, Boston College Department of Economics, revised 17 Mar 2011.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.Cited by:
- Verònica Gombau & Agustí Segarra, 2011. "The Innovation and Imitation Dichotomy in Spanish firms: do absorptive capacity and the technological frontier matter?," Working Papers XREAP2011-22, Xarxa de Referència en Economia Aplicada (XREAP), revised Dec 2011.
- Simon Alder, 2010. "Competition and innovation: does the distance to the technology frontier matter?," IEW - Working Papers 493, Institute for Empirical Research in Economics - University of Zurich.
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