TY - GEN
T1 - A classification tree analysis of broadband adoption in Australian households
AU - Stern, Steven E.
AU - Gregor, Shirley
AU - Martin, Michael A.
AU - Goode, Sigi
AU - Rolfe, John
PY - 2004
Y1 - 2004
N2 - Broadband communication technologies offer households many opportunities, including greater access to education, health and government services, entertainment and social connectivity. Australia appears, however, to be lagging behind other nations in adopting broadband. This paper reports on a study of the relative importance of factors affecting broadband uptake and usage by Australian households. A large data set with 23,093 records was analysed using an innovative statistical technique known as classification tree analysis. Important adoption factors, in approximate order of importance, were: Frequency of Internet usage (indicating needs and benefits of use); Location, a factor likely to indicate, in part, the availability of services; Technophilia, a tendency to acquire technologies in general in the household; and Subscription to Pay TV. User needs and benefits, rather than cost, were found to be primary drivers.
AB - Broadband communication technologies offer households many opportunities, including greater access to education, health and government services, entertainment and social connectivity. Australia appears, however, to be lagging behind other nations in adopting broadband. This paper reports on a study of the relative importance of factors affecting broadband uptake and usage by Australian households. A large data set with 23,093 records was analysed using an innovative statistical technique known as classification tree analysis. Important adoption factors, in approximate order of importance, were: Frequency of Internet usage (indicating needs and benefits of use); Location, a factor likely to indicate, in part, the availability of services; Technophilia, a tendency to acquire technologies in general in the household; and Subscription to Pay TV. User needs and benefits, rather than cost, were found to be primary drivers.
KW - adoption
KW - broadband
KW - classification trees
KW - households
UR - http://www.scopus.com/inward/record.url?scp=77954503422&partnerID=8YFLogxK
U2 - 10.1145/1052220.1052278
DO - 10.1145/1052220.1052278
M3 - Conference contribution
SN - 1581139306
SN - 9781581139303
T3 - ACM International Conference Proceeding Series
SP - 451
EP - 460
BT - Proceedings of the 6th International Conference on Electronic Commerce, ICEC '04
T2 - 6th International Conference on Electronic Commerce, ICEC04
Y2 - 25 October 2004 through 27 October 2004
ER -