TY - JOUR AU - Berndt,Ernst R. AU - Pindyck,Robert S. AU - Azoulay,Pierre TI - Network Effects and Diffusion in Pharmaceutical Markets: Antiulcer Drugs JF - National Bureau of Economic Research Working Paper Series VL - No. 7024 PY - 1999 Y2 - March 1999 UR - http://www.nber.org/papers/w7024 L1 - http://www.nber.org/papers/w7024.pdf N1 - Author contact info: Ernst R. Berndt MIT Sloan School of Management 100 Main Street, E62-518 Cambridge, MA 02142 Tel: 617/253-2665 Fax: 617-227-0880 E-Mail: eberndt@mit.edu Robert S. Pindyck MIT Sloan School of Management 100 Main Street, E62-522 Cambridge, MA 02142 Tel: 617/253-6641 Fax: 617/258-6855 E-Mail: RPINDYCK@MIT.EDU Pierre Azoulay MIT Sloan School of Management 100 Main Street, E62-482 Cambridge, MA 02142 Tel: 617/258-9766 Fax: 617/253-2660 E-Mail: pazoulay@mit.edu AB - We examine the role of network effects in the demand for pharmaceuticals at both the brand level and for a therapeutic class of drugs. These effects emerge when use of a drug by others conveys information about its efficacy and safety to patients and physicians. This can lead to herd behavior where a particular drug -- not necessarily the most efficacious or safest -- can come to dominate the market despite the availability of close substitutes, and can also affect the rate of market diffusion. Using data for H2-antagonist antiulcer drugs, we examine two aspects of these effects. First, we use hedonic price procedures to estimate how the aggregate usage of a drug affects brand valuation. Second, we estimate discrete-time diffusion models at both the industry and brand levels to measure the impact on rates of diffusion and market saturation. ER -