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

被引:13
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 37 条
[1]   Risk-averse multi-product selective newsvendor problem with different market entry scenarios under CVaR criterion [J].
Abdel-Aal, Mohammad A. M. ;
Selim, Shokri Z. .
COMPUTERS & INDUSTRIAL ENGINEERING, 2017, 103 :250-261
[2]   Parameter-free elicitation of utility and probability weighting functions [J].
Abdellaoui, M .
MANAGEMENT SCIENCE, 2000, 46 (11) :1497-1512
[3]   A tractable method to measure utility and loss aversion under prospect theory [J].
Abdellaoui, Mohammed ;
Bleichrodt, Han ;
L'Haridon, Olivier .
JOURNAL OF RISK AND UNCERTAINTY, 2008, 36 (03) :245-266
[4]   Loss aversion under prospect theory: A parameter-free measurement [J].
Abdellaoui, Mohammed ;
Bleichrodt, Han ;
Paraschiv, Corina .
MANAGEMENT SCIENCE, 2007, 53 (10) :1659-1674
[5]   A theory of reference-dependent behavior [J].
Apesteguia, Jose ;
Ballester, Miguel A. .
ECONOMIC THEORY, 2009, 40 (03) :427-455
[6]   MYOPIC LOSS AVERSION AND THE EQUITY PREMIUM PUZZLE [J].
BENARTZI, S ;
THALER, RH .
QUARTERLY JOURNAL OF ECONOMICS, 1995, 110 (01) :73-92
[7]   Behavior in operations management: Assessing recent findings and revisiting old assumptions [J].
Bendoly, Elliot ;
Donohue, Karen ;
Schultz, Kenneth L. .
JOURNAL OF OPERATIONS MANAGEMENT, 2006, 24 (06) :737-752
[8]   Decision-making and the newsvendor problem: an experimental study [J].
Benzion, U. ;
Cohen, Y. ;
Peled, R. ;
Shavit, T. .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2008, 59 (09) :1281-1287
[9]  
Bolton G. E., 2010, SOCIAL SCI ELECT PUB, V58, P2225
[10]   Learning by doing in the newsvendor problem: A laboratory investigation of the role of experience and feedback [J].
Bolton, Gary E. ;
Katok, Elena .
M&SOM-MANUFACTURING & SERVICE OPERATIONS MANAGEMENT, 2008, 10 (03) :519-538