A behavioral choice model when computational ability matters

被引:58
作者
Li, S [1 ]
机构
[1] Hwa Nan Womens Coll, Off President, Fujian 350007, Peoples R China
关键词
intuitive abilities; behavioural choice model; prominence effect; independence axiom; transitivity axiom;
D O I
10.1023/B:APIN.0000013337.01711.c7
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a model of how humans choose between mutually exclusive alternatives. The model is based on the observation that human decision makers are unable or unwilling to compute the overall worth of the offered alternatives. This approach models much human choice behavior as a process in which people seek to equate a less significant difference between alternatives on one dimension, thus leaving the greater one-dimensional difference to be differentiated as the determinant of the final choice. These aspects of the equate-to-differentiate model are shown to be able to provide an alternative and seemingly better account of the prominence effect. The model is also able to provide an explanation and prediction regarding the empirical violation of independence and transitivity axioms. It is suggested that the model allows understanding perplexing decision phenomena better than alternative models.
引用
收藏
页码:147 / 163
页数:17
相关论文
共 37 条
[1]  
ANDERSON NH, 1981, FDN INFORMATION INTE
[2]   REFLECTION OF TRANSITIVE AND INTRANSITIVE PREFERENCES - A TEST OF PROSPECT-THEORY [J].
BUDESCU, DV ;
WEISS, W .
ORGANIZATIONAL BEHAVIOR AND HUMAN DECISION PROCESSES, 1987, 39 (02) :184-202
[3]   BEHAVIORAL DECISION-THEORY [J].
EDWARDS, W .
ANNUAL REVIEW OF PSYCHOLOGY, 1961, 12 :473-498
[4]   THE THEORY OF DECISION MAKING [J].
EDWARDS, W .
PSYCHOLOGICAL BULLETIN, 1954, 51 (04) :380-417
[5]   BEHAVIORAL DECISION-THEORY - PROCESSES OF JUDGMENT AND CHOICE [J].
EINHORN, HJ ;
HOGARTH, RM .
ANNUAL REVIEW OF PSYCHOLOGY, 1981, 32 :53-88
[6]   THE INVENTION OF THE INDEPENDENCE CONDITION FOR PREFERENCES [J].
FISHBURN, P ;
WAKKER, P .
MANAGEMENT SCIENCE, 1995, 41 (07) :1130-1144
[7]   LEXICOGRAPHIC ORDERS, UTILITIES AND DECISION RULES - SURVEY [J].
FISHBURN, PC .
MANAGEMENT SCIENCE SERIES A-THEORY, 1974, 20 (11) :1442-1471
[8]   PROSPECT THEORY - ANALYSIS OF DECISION UNDER RISK [J].
KAHNEMAN, D ;
TVERSKY, A .
ECONOMETRICA, 1979, 47 (02) :263-291
[9]  
Keeney R.L., 1976, DECISIONS MULTIPLE O
[10]  
Lee W., 1971, Decision theory and human behavior