TY - JOUR
T1 - Loss aversion, reference dependence and diminishing sensitivity in choice experiments
AU - Scott, Anthony
AU - Witt, Julia
N1 - Funding Information:
This research was funded by an Australian Research Council (ARC) Linkage Grant ( LP0669209 ) and the Department of Health, State Government of Victoria (Victoria).
Publisher Copyright:
© 2020 Elsevier Ltd
PY - 2020/12
Y1 - 2020/12
N2 - This paper tests for the existence of loss aversion, reference dependence and diminishing sensitivity in a discrete choice experiment (DCE). A status quo alternative is introduced in a DCE of nurses' job choices and modeled as an individual-specific third alternative representing the respondent's current job. This provides a feasible method for including a status quo, which changes the reference point for each respondent. The increased salience of the status quo changes the size of any losses or gains when comparing Job A or Job B with their current situation, and since losses are valued more than gains, affects the marginal utility of each attribute. Models that differentially incorporate loss aversion, reference dependence and changes in sensitivity yield varying estimates of marginal rates of substitution, suggesting that consideration of these effects is important, particularly when policy implications are sought.
AB - This paper tests for the existence of loss aversion, reference dependence and diminishing sensitivity in a discrete choice experiment (DCE). A status quo alternative is introduced in a DCE of nurses' job choices and modeled as an individual-specific third alternative representing the respondent's current job. This provides a feasible method for including a status quo, which changes the reference point for each respondent. The increased salience of the status quo changes the size of any losses or gains when comparing Job A or Job B with their current situation, and since losses are valued more than gains, affects the marginal utility of each attribute. Models that differentially incorporate loss aversion, reference dependence and changes in sensitivity yield varying estimates of marginal rates of substitution, suggesting that consideration of these effects is important, particularly when policy implications are sought.
KW - Diminishing sensitivity
KW - Discrete choice experiments
KW - Health workforce
KW - Loss aversion
KW - Reference dependence
UR - http://www.scopus.com/inward/record.url?scp=85089410271&partnerID=8YFLogxK
U2 - 10.1016/j.jocm.2020.100230
DO - 10.1016/j.jocm.2020.100230
M3 - Article
AN - SCOPUS:85089410271
SN - 1755-5345
VL - 37
JO - Journal of Choice Modelling
JF - Journal of Choice Modelling
M1 - 100230
ER -