TY - JOUR AU - Goolsbee,Austan AU - Klenow,Peter J. TI - Evidence on Learning and Network Externalities in the Diffusion of Home Computers JF - National Bureau of Economic Research Working Paper Series VL - No. 7329 PY - 1999 Y2 - September 1999 UR - http://www.nber.org/papers/w7329 L1 - http://www.nber.org/papers/w7329.pdf N1 - Author contact info: Austan Goolsbee Booth School of Business University of Chicago 5807 S. Woodlawn Avenue Chicago, IL 60637 Tel: 773/702-5869 Fax: 773/702-0458 E-Mail: goolsbee@chicagobooth.edu Peter J. Klenow Department of Economics 579 Serra Mall Stanford University Stanford, CA 94305-6072 Tel: 650/725-8169 Fax: NA E-Mail: Pete@Klenow.net AB - In this paper we examine the importance of local spillovers such as network externalities and learning from others in the diffusion of home computers using data on 110,000 U.S. households in 1997. Controlling for many individual characteristics, we find that people are more likely to buy their first home computer in areas where a high fraction of households already own computers or when a large share of their friends and family own computers. Further results suggest that these patterns are unlikely to be explained by city-specific unobserved traits. Looked at in more detail, the spillovers appear to come from experienced and intensive computer users. They are not associated with the use of any particular type of software but do seem to be highly tied to the use of e-mail and the Internet, consistent with computers being part of a local information and communications network. ER -