Racing or spilling? : the determinants of research productivity in ethical drug discovery

This paper presents the results of a study of the determinants of research productivity in the pharmaceutical industry. Using disaggregated, internalfirm data at the research program level from ten major pharmaceutical companies, we find no evidence of increasing returns to scale at either the firm or the research program level. However our results suggest that there are three benefits to running research programs within the context of larger and more diversified R&D efforts: economies of scale arising from sharing fixed costs; economies of scope arising from the opportunity to exploit knowledge across program boundaries within the firm; and the enhanced ability to absorb internal and external spillovers. We alsofind that spillovers between firms may play a major role in increasing research productivity. The paper also speaks directly to the question offirm heterogeneity. A significant proportion of the 'firm effect" identified in previous studies can be explained by the slowly changing composition of the research portfolio, as well as by less easily measured aspects of innovative capability. Introduction While there is considerable agreement that economies of scale and scope in performing R&D and the magnitude of R&D spillovers may have important implications for research productivity, research to date has been far from conclusive. The theoretical literature is divided, for example, as to the effects that relative firm size or the presence of spillovers should have on incentives to undertake research (Dasgupta and Stiglitz (1980); Spence, (1984)), while empirical work has generated surprisingly inconclusive and sometimes contradictory results. (Cohen and Levin, (1989).) Several observers have suggested that this is the result of a historical reliance upon aggregated data, combined with a failure to control adequately for firm or industry effects (Baldwin and Scott, (1987); Cohen and Levin, (1989)). In this paper we look inside the firm for evidence on the importance of scale, scope and spillovers for research productivity, using detailed, disaggregated, data at the level of the research program obtained from the internal records of ten major research-oriented pharmaceutical companies. The enriched understanding of the production technology of innovation which this research provides may help to resolve several debates in the economics of industrial organization. There are also implications for the theory of the firm. For example several scholars, notably Chandler (1990), have suggested that the presence of very large firms in modern capitalist economies is driven by the

[1]  Martin Neil Baily,et al.  Research and Development Costs and Returns: The U.S. Pharmaceutical Industry , 1972, Journal of Political Economy.

[2]  Z. Griliches The Search for R&D Spillovers , 1991 .

[3]  F. Kline,et al.  Decision making in drug research , 1983 .

[4]  Jennifer F. Reinganum A DYNAMIC GAME OF R AND D: PATENT PROTECTION AND COMPETITIVE BEHAVIOR' , 1982 .

[5]  C. Gourieroux,et al.  Pseudo Maximum Likelihood Methods: Applications to Poisson Models , 1984 .

[6]  I. Cockburn,et al.  Racing To Invest? The Dynamics of Competition in Ethical Drug Discovery , 1994 .

[7]  Frederic M. Scherer International high-technology competition , 1992 .

[8]  Z. Griliches,et al.  Econometric Models for Count Data with an Application to the Patents-R&D Relationship , 1984 .

[9]  B. Spilker,et al.  Multinational Drug Companies: Issues in Drug Discovery and Development , 1989 .

[10]  L Lasagna,et al.  Cost of innovation in the pharmaceutical industry. , 1991, Journal of health economics.

[11]  Jennifer F. Reinganum The timing of innovation: Research, development, and diffusion , 1989 .

[12]  A. Arora,et al.  Evaluating technological information and utilizing it: Scientific knowledge, technological capability, and external linkages in biotechnology , 1994 .

[13]  D Schwartzman "Innovation in the Pharmaceutical Industry". , 1978, British medical journal.

[14]  John C. Panzar,et al.  Technological determinants of firm and industry structure , 1989 .

[15]  M. Tushman,et al.  Technological Discontinuities and Organizational Environments , 1986 .

[16]  Keith Pavitt,et al.  The Size Distribution of Innovating Firms in the UK: 1945-1983 , 1987 .

[17]  Zvi Griliches,et al.  Patents and R&D: is There a Lag? , 1984 .

[18]  Robert I. Chien Issues in pharmaceutical economics , 1979 .

[19]  D. Mowery,et al.  Technology and the pursuit of economic growth , 1991 .

[20]  H. Grabowski,et al.  Estimating the Effects of Regulation on Innovation: An International Comparative Analysis of the Pharmaceutical Industry , 1978, The Journal of Law and Economics.

[21]  David B. Audretsch,et al.  Innovation in Large and Small Firms: An Empirical Analysis , 1988 .

[22]  F. Scherer Research and Development Resource Allocation Under Rivalry , 1967 .

[23]  M. Lessnoff Capitalism, Socialism and Democracy , 1979 .

[24]  A. Jaffe Demand and Supply Influences in R&D Intensity and Productivity Growth , 1988 .

[25]  K. Suzumura Cooperative and noncooperative R&D in an oligopoly with spillovers , 1992 .

[26]  P. Dasgupta,et al.  Industrial Structure and the Nature of Innovative Activity , 1980 .

[27]  A. Jaffe Technological Opportunity and Spillovers of R&D: Evidence from Firms&Apos; Patents, Profits and Market Value , 1986 .

[28]  John T. Scott,et al.  Market Structure and Technological Change , 1987 .

[29]  Wesley M. Cohen,et al.  Empirical studies of innovation and market structure , 1989 .

[30]  A. Cameron,et al.  Econometric models based on count data. Comparisons and applications of some estimators and tests , 1986 .

[31]  John M. Vernon,et al.  Technical Change and Firm Size: The Pharmaceutical Industry , 1974 .

[32]  A. Jacquemin,et al.  Cooperative and Noncooperative R&D in Duopoly with Spillovers , 1988 .

[33]  G. Fraja,et al.  Strategic spillovers in patent races , 1993 .

[34]  Elizabeth J. Jensen Research Expenditures and the Discovery of New Drugs , 1987 .

[35]  Avinash Dixit,et al.  A General Model of R&D Competition and Policy , 1988 .

[36]  M. Spence Cost Reduction, Competition and Industry Performance , 1984 .

[37]  Raimar Richers The theory of economic development , 1961 .

[38]  W. S. Comanor,et al.  The political economy of the pharmaceutical industry. , 1986, Journal of economic literature.

[39]  William S. Comanor,et al.  Research and Technical Change in the Pharmaceutical Industry , 1965 .