TY - JOUR
T1 - The newsvendor model with non-zero reference point based on cumulative prospect theory
AU - Li, Shou Rong
AU - Zhang, Ren Qian
AU - Fang, Wei Guo
N1 - Publisher Copyright:
© 2017 Elsevier Ltd
PY - 2017/11
Y1 - 2017/11
N2 - This paper formulates the newsvendor model with a non-zero reference point based on cumulative prospect theory (CPT-based newsvendor model), evaluating the prospect by a piecewise-linear value function (ModelPL). We prove the concavity of the objective function, and therefore, the model is solved by the first-order optimality condition. As a comparison, we further present the newsvendor model based on a piecewise-exponential value function (ModelPE), where the utility curvatures are considered. The results show that for a low-profit item, only ModelPE can explain the “pull to center” effect that was found by Schweitzer and Cachon (2000), if the reference point is high enough. However, for a high-profit item, both models successfully predict the newsvendor's behavior if the newsvendor conceives a non-zero reference point. Thus, prospect theory (PT) should not be excluded as a potential explanation for the “pull to center” effect of the newsvendor's decision.
AB - This paper formulates the newsvendor model with a non-zero reference point based on cumulative prospect theory (CPT-based newsvendor model), evaluating the prospect by a piecewise-linear value function (ModelPL). We prove the concavity of the objective function, and therefore, the model is solved by the first-order optimality condition. As a comparison, we further present the newsvendor model based on a piecewise-exponential value function (ModelPE), where the utility curvatures are considered. The results show that for a low-profit item, only ModelPE can explain the “pull to center” effect that was found by Schweitzer and Cachon (2000), if the reference point is high enough. However, for a high-profit item, both models successfully predict the newsvendor's behavior if the newsvendor conceives a non-zero reference point. Thus, prospect theory (PT) should not be excluded as a potential explanation for the “pull to center” effect of the newsvendor's decision.
KW - Cumulative prospect theory
KW - Newsvendor
KW - Prospect theory
UR - https://www.scopus.com/pages/publications/85029545953
U2 - 10.1016/j.cie.2017.08.039
DO - 10.1016/j.cie.2017.08.039
M3 - 文章
AN - SCOPUS:85029545953
SN - 0360-8352
VL - 113
SP - 195
EP - 205
JO - Computers and Industrial Engineering
JF - Computers and Industrial Engineering
ER -