TY - JOUR
T1 - R packages and tutorial for case 1 best–worst scaling
AU - Aizaki, Hideo
AU - Fogarty, James
PY - 2023/3
Y1 - 2023/3
N2 - Case 1 best–worst scaling (BWS1) has been used in a wide variety of research fields. BWS1 is attractive, relative to discrete choice experiments, because individual's preferences for items can be easily measured. Despite the relative ease of implementation, BWS1 analysis still requires the use of software packages. When used in conjunction with other packages, the new and revised functions in the package support.BWS allow BWS1 analysis to be conducted using either the counting approach or the modeling approach. Additionally, a new function that simulates responses to BWS1 questions allows discipline specific BWS1 examples to be created for teaching purposes. To make it easier for novice users to implement BWS1 analysis with R, the package RcmdrPlugin.BWS1, that integrates with R Commander has been developed. A free web tutorial for BWS1 in R has also been developed. This paper explains the features of the latest version of support.BWS, along with the new package RcmdrPlugin.BWS1, and illustrates how these packages work.
AB - Case 1 best–worst scaling (BWS1) has been used in a wide variety of research fields. BWS1 is attractive, relative to discrete choice experiments, because individual's preferences for items can be easily measured. Despite the relative ease of implementation, BWS1 analysis still requires the use of software packages. When used in conjunction with other packages, the new and revised functions in the package support.BWS allow BWS1 analysis to be conducted using either the counting approach or the modeling approach. Additionally, a new function that simulates responses to BWS1 questions allows discipline specific BWS1 examples to be created for teaching purposes. To make it easier for novice users to implement BWS1 analysis with R, the package RcmdrPlugin.BWS1, that integrates with R Commander has been developed. A free web tutorial for BWS1 in R has also been developed. This paper explains the features of the latest version of support.BWS, along with the new package RcmdrPlugin.BWS1, and illustrates how these packages work.
KW - Best worst scaling
KW - Maxdiff
KW - Object case
KW - R package
UR - http://www.scopus.com/inward/record.url?scp=85146239031&partnerID=8YFLogxK
U2 - 10.1016/j.jocm.2022.100394
DO - 10.1016/j.jocm.2022.100394
M3 - Article
AN - SCOPUS:85146239031
SN - 1755-5345
VL - 46
JO - Journal of Choice Modelling
JF - Journal of Choice Modelling
M1 - 100394
ER -