The newsvendor model with non-zero reference point based on cumulative prospect theory

被引:10
|
作者
Li, Shou-Rong [1 ]
Zhang, Ren-Qian [1 ]
Fang, Wei-Guo [1 ]
机构
[1] Beihang Univ, Sch Econ & Management, Beijing 100191, Peoples R China
基金
中国国家自然科学基金;
关键词
Newsvendor; Prospect theory; Cumulative prospect theory; PROBABILITY WEIGHTING FUNCTION; LOSS-AVERSE NEWSVENDOR; RISK-AVERSE; DECISION; BEHAVIOR; UTILITY; DEMAND; UNCERTAINTY;
D O I
10.1016/j.cie.2017.08.039
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
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 (Model PL). 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 (Model PE), where the utility curvatures are considered. The results show that for a low-profit item, only Model PE 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. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:195 / 205
页数:11
相关论文
共 50 条
  • [1] Buyback and stockout penalty newsvendor model based on reference point prospect theory
    Zhiqiang Cao
    Zheng Yang
    Fang Liu
    Ziyu Ye
    [J]. Cluster Computing, 2019, 22 : 4989 - 4999
  • [2] Buyback and stockout penalty newsvendor model based on reference point prospect theory
    Cao, Zhiqiang
    Yang, Zheng
    Liu, Fang
    Ye, Ziyu
    [J]. CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2019, 22 (02): : S4989 - S4999
  • [3] Reference dependence in cumulative prospect theory
    Schmidt, U
    [J]. JOURNAL OF MATHEMATICAL PSYCHOLOGY, 2003, 47 (02) : 122 - 131
  • [4] Prospect Theory Explains Newsvendor Behavior: The Role of Reference Points
    Long, Xiaoyang
    Nasiry, Javad
    [J]. MANAGEMENT SCIENCE, 2015, 61 (12) : 3009 - 3012
  • [5] The Safety Design of Bridge Should Be Based on The Theory of Non-zero Point Force Moment
    Huang, Shuanghua
    Han, Wenba
    Cai, Bingqing
    Wang, Jie
    [J]. 2016 INTERNATIONAL CONFERENCE ON ARCHITECTURE AND CIVIL ENGINEERING (ICACE 2016), 2016, : 27 - 35
  • [6] An aggregate method to calibrate the reference point of cumulative prospect theory-based route choice model for urban transit network
    Zhang, Yufeng
    Long, Man
    Luo, Sida
    Bao, Yu
    Shen, Hanxia
    [J]. SIXTH INTERNATIONAL CONFERENCE ON ELECTRONICS AND INFORMATION ENGINEERING, 2015, 9794
  • [7] A revealed reference point for prospect theory
    Katarzyna M. Werner
    Horst Zank
    [J]. Economic Theory, 2019, 67 : 731 - 773
  • [8] A revealed reference point for prospect theory
    Werner, Katarzyna M.
    Zank, Horst
    [J]. ECONOMIC THEORY, 2019, 67 (04) : 731 - 773
  • [9] A simple model of cumulative prospect theory
    Schmidt, Ulrich
    Zank, Horst
    [J]. JOURNAL OF MATHEMATICAL ECONOMICS, 2009, 45 (3-4) : 308 - 319
  • [10] Complementary symmetry in Cumulative Prospect Theory with random reference
    Lewandowski, Michal
    [J]. JOURNAL OF MATHEMATICAL PSYCHOLOGY, 2018, 82 : 52 - 55