Research output

Article in Journal ()

Modelling attribute non-attendance in choice experiments for rural landscape valuation

Scarpa R, Gilbride TJ, Campbell D & Hensher DA (2009) Modelling attribute non-attendance in choice experiments for rural landscape valuation, European Review of Agricultural Economics, 36 (2), pp. 151-174.

Non-market effects of agriculture are often estimated using discrete choice models from stated preference surveys. In this context we propose two ways of modelling attribute non-attendance. The first involves constraining coefficients to zero in a latent class framework, whereas the second is based on stochastic attribute selection and grounded in Bayesian estimation. Their implications are explored in the context of a stated preference survey designed to value landscapes in Ireland. Taking account of attribute non-attendance with these data improves fit and tends to involve two attributes one of which is likely to be cost, thereby leading to substantive changes in derived welfare estimates.

attribute non-attendance; discrete choice modelling; stated preference; latent class models; stochastic attribute selection models

AuthorsScarpa Riccardo, Gilbride Timothy J, Campbell Danny, Hensher David A
Publication date06/2009
PublisherOxford University Press
ISSN 0165-1587

European Review of Agricultural Economics: Volume 36, Issue 2 (2009)

© University of Stirling FK9 4LA Scotland UK • Telephone +44 1786 473171 • Scottish Charity No SC011159
My Portal