Rational Choice Theory: Toward a Psychological, Social, and Material Contextualization of Human Choice Behavior
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Collective Action and Rational Choice Explanations
Collective Action and Rational Choice Explanations Randall Harp University of Vermont 70 South Williams St, Burlington, VT 05401 [email protected] ABSTRACT In order for traditional rational choice theory (RCT) to explain the production of collective action, it must be able to distinguish between two behaviorally identical possibilities: one, that all of the agents in a group are each performing behaviors in pursuit of a set of individual actions; and two, that all of those agents are performing those behaviors in pursuit of a collective action. I argue that RCT does not have the resources necessary to distinguish between these two possibilities. RCT could distinguish between these possibilities if it were able to account for commitments. I argue that successful rational choice explanations of collective action appeal to commitments, and distinguish this way of explaining collective action from a general class of explanations called plural subject (or team reasoning) theories. I. INTRODUCTION One virtue of a good explanatory model is that it is capable of explaining why event � occurs rather than event �", for some domain of events � which is within the explanatory purview of the model. For certain domains of events, rational choice theory (RCT) is a good explanatory model in this respect. Given a set of actions �, where every � ∈ � is an individual action, RCT can be an important part of a good explanation for why agent � performed action �( rather than action �): namely, because � is rational, and because � judges that �( is more likely to produce a more highly-valued outcome than action �). As I argue in this paper, however, for another domain of events RCT is not a very good explanatory model. -
Behavioral Inattention
Behavioral Inattention Xavier Gabaix∗ December 4, 2017 Abstract Inattention is a central, unifying theme for much of behavioral economics. It per- meates such disparate fields as microeconomics, macroeconomics, finance, public eco- nomics, and industrial organization. It enables us to think in a rather consistent way about behavioral biases, speculate about their origins, and trace out their implications for market outcomes. This survey first discusses the most basic models of attention, using a fairly unified framework. Then, it discusses the methods used to measure attention, which present a number of challenges on which much progress has been done. It then examines the various theories of attention, both behavioral and more Bayesian. It finally discusses some applications. For instance, inattention offers a way to write a behavioral version of basic microeconomics, as in consumer theory, producer theory, and Arrow-Debreu. A last section is devoted to open questions in the attention literature. This chapter is a pedagogical guide to the literature on attention. Derivations are self-contained. ∗[email protected]. Draft chapter for the Handbook of Behavioral Economics, edited by Douglas Bernheim, Stefano DellaVigna and David Laibson. Comments solicited. Please email me if you see an important reference that's missing (including your own papers). I thank Vu Chau and Antonio Coppola for excellent research assistance. For comments and suggestions, I thank the editors of this Handbook, Hunt Allcott, and Gautam Rao. For sharing their with data, I thank Stefano DellaVigna, Josh Pollet, and Devin Pope. I thank the Sloan Foundation for support. 1 Contents 1 Motivation 5 2 A Simple Framework for Modeling Attention 6 2.1 An introduction: Anchoring and adjustment via Gaussian signal extraction7 2.2 Models with deterministic attention and action . -
Rational Choice, Deterrence, and Identity: Modeling Life Course Transitions and Desistance
The author(s) shown below used Federal funding provided by the U.S. Department of Justice to prepare the following resource: Document Title: Rational Choice, Deterrence, and Identity: Modeling Life Course Transitions and Desistance Author(s): Ross L. Matsueda Document Number: 251546 Date Received: February 2018 Award Number: 2014-R2-CX-0018 This resource has not been published by the U.S. Department of Justice. This resource is being made publically available through the Office of Justice Programs’ National Criminal Justice Reference Service. Opinions or points of view expressed are those of the author(s) and do not necessarily reflect the official position or policies of the U.S. Department of Justice. NIJ GRANT: FINAL SUMMARY OVERVIEW NIJ Grant #2014-R2-CX-0018 Project Title: Rational Choice, Deterrence, and Identity: Modeling Life Course Transitions and Desistance Project Period: January 1, 2015 to December 31, 2017 Principal Investigator: Ross L. Matsueda Project Purpose and Goals Using longitudinal survey data, we specify models of life course transitions, offender decision-making, and crime, to answer four research questions: (1) Under what conditions do high-risk young adults undergo life course transitions, such as high school graduation, transitioning to work, becoming a parent, cohabiting, and marrying? (2) Do the effects of life course transitions constitute turning points in criminal careers, and if so, under what social conditions? (3) What are the causal mechanisms—changing peers and gangs, changing perceived costs and returns to crime, changing perceived opportunities, or changing criminal identities—that explain why life course transitions affect desistance. (4) Can we identify, from our empirical models, the specific conditions under which a treatment intervention is likely to succeed? Aspects of the theoretical framework we adopt for this project were published in two Encyclopedia articles. -
A Brief Appraisal of Behavioral Economists' Plea for Light Paternalism
Brazilian Journal of Political Economy, vol 32, nº 3 (128), pp 445-458, July-September/2012 Freedom of choice and bounded rationality: a brief appraisal of behavioral economists’ plea for light paternalism ROBERTA MURAMATSU PATRÍCIA FONSECA* Behavioral economics has addressed interesting positive and normative ques- tions underlying the standard rational choice theory. More recently, it suggests that, in a real world of boundedly rational agents, economists could help people to im- prove the quality of their choices without any harm to autonomy and freedom of choice. This paper aims to scrutinize available arguments for and against current proposals of light paternalistic interventions mainly in the domain of intertemporal choice. It argues that incorporating the notion of bounded rationality in economic analysis and empirical findings of cognitive biases and self-control problems cannot make an indisputable case for paternalism. Keywords: freedom; choice; bounded rationality; paternalism; behavioral eco- nomics. JEL Classification: B40; B41; D11; D91. So the immediate problem in Libertarian Paternalism is the fatuity of its declared motivation Very few libertarians have maintained what Thaler and Sunstein suggest they maintain, and indeed many of the leading theorists have worked with ideas in line with what Thaler and Sunstein have to say about man’s nature Thaler and Sunstein are forcing an open door Daniel Klein, Statist Quo Bias, Economic Journal Watch, 2004 * Professora doutora da Universidade Presbiteriana Mackenzie e do Insper, e-mail: rmuramatsu@uol. com.br; Pesquisadora independente na área de Economia Comportamental e Psicologia Econômica, e-mail [email protected]. Submetido: 23/fevereiro/2011. Aprovado: 12/março/2011. Revista de Economia Política 32 (3), 2012 445 IntrodUCTION There is a long-standing methodological tradition stating that economics is a positive science that remains silent about policy issues and the complex determi- nants of human ends, values and motives. -
Can Resources Save Rationality? “Anti-Bayesian”
Commentary/Lieder and Griffiths: Resource-rational analysis 31 want to draw inspiration from the theory of optimal feedback formalisms, and finding ways to decide which ones are more control, in which more precise control incurs greater metabolic applicable to particular settings. expenses at the organismal level (Todorov and Jordan 2002). The time scale over which resources are allocated.Attentioncanbe efficiently allocated in response to trial-to-trial variations in reward Can resources save rationality? or priority (Bays 2014;Sims2003;vandenBergandMa2018), in Anti-Bayesian updating in other words, on a timescale of seconds. By contrast, efficient neural “ ” codes are often assumed to be optimized with respect to natural sta- cognition and perception tistics (Barlow 1961;Laughlin1981), which vary on a much longer timescale. This distinction seems largely aligned with the one made under (1), with shorter timescales being associated with task Eric Mandelbauma, Isabel Wonc, Steven Grossb specificity. Resource-rational models are often non-committal and Chaz Firestonec about the timescales over which the optimization occurs. Recent work on efficient codes in nonstationary environments (Młynarski aBaruch College, CUNY Graduate Center, Department of Philosophy, New York, and Hermundstad 2018)holdspromiseforbridgingthedivide. NY10016; bDepartment of Philosophy, Johns Hopkins University, Baltimore, Learning to be resource-rational. A question that is not often MD 21218; and cDepartment of Psychological & Brain Sciences, Johns Hopkins asked is how resource-rational mechanisms are learned. The target University, Baltimore, MD 21218 article simply defines a constrained optimum and supposes that [email protected] “evolution, cognitive development, and life-long learning” have [email protected] somehow solved it, without saying how. -
Economic Theory, Ideal Types, and Rationality
Lansana Keita Economic Theory, Ideal Types, and Rationality Abstract: Contemporary economic theory is generally regarded as a scien tific or at least potentially so. The replacing of the cardinal theory of utility measurement by the ordinal theory was supposed to prepare the groundwork for economics as a genuine science. But in adopting the ordinal approach, theorists saw fit to anchor ordinal theory to axioms of choice founded on principles of rational behavior. Behavior according to these axioms was embodied in the ideal type model of rational economic man. This model served the basis for scientific explanation of the choices made by actual economic agents. I argue though that the postulate of rationality is a normative principle and that this compromises the scientific pre tensions of economic theory. Yet the theorist must rely on this principle to formulate predictive and explanatory theories. This raises questions as to whether it is possible that economic theory satisfy the same kind of scientific criteria set down for research in the natural sciences. I. It is generally assumed that of all the social sciences, econom ics is the most promising candidate for acceptance as a science. Theories in economics conform to the formal requirements de manded of theories in natural science in the sense that they possess basic postulates, axioms and laws whose function is to describe at a fundamental level some segment of the empir ical world particular to the discipline itself. Predictive and explanatory theories are then constructed from these posited axioms and postulates. For example, microeconomic theory which is founded on a set of axioms of choice purports to predict and explain the behavior of the consumer and that of the entre preneur. -
0710 Rational Choice Theory in Law and Economics | Findlaw
0710 RATIONAL CHOICE THEORY IN LAW AND ECONOMICS Thomas S. Ulen Alumni Distinguished Professor of Law, College of Law, University of Illinois at Urbana-Champaign and Professor, University of Illinois Institute of Government and Public Affairs © Copyright 1999 Thomas S. Ulen Abstract The great appeal of law and economics has been its use of a coherent theory of human decision making (rational choice theory) to examine legal rules and institutions. While the innovations and accomplishments of that theory in the analysis of the law have been many and important, there has been a great deal of dissatisfaction among more traditional legal scholars with the rational-choice foundation of law and economics. This chapter, first, explains rational choice theory and its importance in the economic analysis of law; second, summarizes some of the literature from economics, cognitive psychology, and other disciplines that have been critical of rational choice theory; and, third, speculates on the impact of those criticisms on the economic analysis of law. JEL classification: K00 Keywords: Rationality, Bargaining, Human Decision Making, Methodological Criticism 1. Introduction When law and economics was a new field in the legal curriculum and just becoming a regular part of academic legal discourse, the use of microeconomic theory to discuss traditional legal topics aroused interest but also suspicion and hostility. Prominent among the reasons for this suspicion and hostility was the feeling that the economist’s account of human decision making - rational choice theory - was so deeply flawed that conclusions derived from that account ought to be taken with a very large grain of salt, if not rejected outright. -
Behavioural Economics for Investors
Behavioural economics for investors Guide CNMV Guide 1 Behavioural economics for investors Table of contents 3 5 Introduction Concept and basic foundations of behavioural economics 7 16 The decision-making process Phases of investment decision making 19 21 Mitigation of cognitive biases Mitigation strategies for that affect the investment cognitive biases decision process 31 Final recommendations CNMV Guide 2 Behavioural economics for investors Behavioural economics for investors I. Introduction Since the beginning, traditional economic theory has addressed the way in which people make their investment, saving and spending decisions. It is also based on the assumptions that people know what they want, use the available information to achieve their objectives and fully understand the risks and rewards of their financial decisions. In recent years, however, numerous discoveries from disciplines such as psychology, neurology or neurophysiology about how the human brain works have revealed that this is not the case. People often do not know what their preferences are, misuse available information and do not adequately understand the risks they take on. Behavioural economics studies real human behaviours in a real world to develop more precise and practical economic models than those provided by conventional economic theory. Behavioural economics takes into account those subtle and not-so-subtle factors that underlie financial decisions. CNMV Guide 3 Behavioural economics for investors This discipline is an attempt to analyse the patterns and biases of people’s behaviour and use these as a base to predict behaviour models. Research conducted in the field of behavioural economics shows that most of these patterns or biases are predictable. -
A Model of Boundedly Rational “Neuro” Agents
A Model of Boundedly Rational “Neuro” Agents Kfir Eliaz (corressponding author) Tel Aviv University and University of Michigan [email protected] Ariel Rubinstein Tel Aviv University and New York University [email protected] Abstract. We propose a simple model in which a boundedly rational agent observes not only the choices made by others, but also some information about the process that led them to those choices. We consider two cases: In the first, an agent observes whether another agent has compared the alternatives before making his choice. In the second, he also observes whether the decision was hasty. It is shown that the probability of making a mistake is higher in the second case and that the existence of these non-standard “neuro” observations systematically biases the equilibrium distribution of choices. Keywords: Bounded Rationality, Neuroeconomics. The second author acknowledges financial support from ERC grant 269143. We would like to thank Zvi Artstein, Hadar Binsky, Tom Cunningham and especially Neil Thakral for their assistance. 1 1. Introduction The standard method of modeling a decision maker in economics utilizes the concept of a choice function, which assigns a single alternative (“the choice”) to every subset of available alternatives (“a choice problem”) in some relevant domain. Thus, CA a means that the agent chooses the alternative a from the set A. Recent advances in choice theory have extended the traditional definition of a choice problem to include additional information, referred to as a frame. A frame represents the circumstances in which the choice problem was encountered, circumstances that do not affect the preferences of the decision maker, but may nevertheless affect his choice. -
Resource-Rational Analysis: Understanding Human Cognition As the Optimal Use of Cambridge.Org/Bbs Limited Computational Resources
Behavioral and Brain Sciences Resource-rational analysis: Understanding human cognition as the optimal use of cambridge.org/bbs limited computational resources a b Target Article Falk Lieder and Thomas L. Griffiths a b Cite this article: Lieder F, Griffiths TL. (2020) Max Planck Institute for Intelligent Systems, Tübingen 72076, Germany and Departments of Psychology and Resource-rational analysis: Understanding Computer Science, Princeton University, Princeton, New Jersey 08544, USA human cognition as the optimal use of limited [email protected] https://re.is.mpg.de computational resources. Behavioral and Brain [email protected] https://psych.princeton.edu/person/tom-griffiths Sciences 43,e1:1–60. doi:10.1017/ S0140525X1900061X Abstract Target Article Accepted: 18 January 2019 Modeling human cognition is challenging because there are infinitely many mechanisms that Target Article Manuscript Online: 4 February can generate any given observation. Some researchers address this by constraining the hypoth- 2019 Commentaries Accepted: 22 May 2019 esis space through assumptions about what the human mind can and cannot do, while others constrain it through principles of rationality and adaptation. Recent work in economics, psy- Keywords: chology, neuroscience, and linguistics has begun to integrate both approaches by augmenting bounded rationality; cognitive biases; rational models with cognitive constraints, incorporating rational principles into cognitive cognitive mechanisms; cognitive modeling; representations; resource rationality -
Rational Choice, Deterrence, and Social Learning Theory in Criminology: the Ap Th Not Taken Ronald L
Journal of Criminal Law and Criminology Volume 81 Article 6 Issue 3 Fall Fall 1990 Rational Choice, Deterrence, and Social Learning Theory in Criminology: The aP th Not Taken Ronald L. Akers Follow this and additional works at: https://scholarlycommons.law.northwestern.edu/jclc Part of the Criminal Law Commons, Criminology Commons, and the Criminology and Criminal Justice Commons Recommended Citation Ronald L. Akers, Rational Choice, Deterrence, and Social Learning Theory in Criminology: The aP th Not Taken, 81 J. Crim. L. & Criminology 653 (1990-1991) This Criminology is brought to you for free and open access by Northwestern University School of Law Scholarly Commons. It has been accepted for inclusion in Journal of Criminal Law and Criminology by an authorized editor of Northwestern University School of Law Scholarly Commons. 0091-4169/90/8103-653 THEJOURNAL OF CRIMINAL LAw & CRIMINOLOGY Vol. 81, No. 3 Copyright Q 1990 by Northwestern University, School of Law Printed in U.S.A. Rational Choice, Deterrence, and Social Learning Theory in Criminology: The Path Not Taken* Ronald L. Akers I. INTRODUCTION AND OVERVIEW "Rational choice" theory, which is derived mainly from the ex- pected utility model in economics,' has become a "hot" topic in criminology, sociology, political science, and law. The evidence is compelling: respectedjournals have published a major collection of papers as well as several recent articles on the theory;2 sociological treatises and articles have been published in the 1980s on both macro- and microrational choice models;3 and finally, James S. Coleman launched a new interdisciplinary journal, Rationality and So- ciety, in 1989 with the (perhaps overblown) claim that "[w]ork based * This article is a revision of a paper presented at the annual meeting of the American Society of Criminology in Reno, Nevada, in November, 1989. -
Rationality Vs Reality: the Dissonance Between Economic Models and Experimental Data Piotr Broda College of the Holy Cross, [email protected]
College of the Holy Cross CrossWorks Honors Theses Honors Projects 4-2017 Rationality vs Reality: The Dissonance between Economic Models and Experimental Data Piotr Broda College of the Holy Cross, [email protected] Follow this and additional works at: https://crossworks.holycross.edu/honors Part of the Behavioral Economics Commons, and the Psychology Commons Recommended Citation Broda, Piotr, "Rationality vs Reality: The Dissonance between Economic Models and Experimental Data" (2017). Honors Theses. 13. https://crossworks.holycross.edu/honors/13 This Thesis is brought to you for free and open access by the Honors Projects at CrossWorks. It has been accepted for inclusion in Honors Theses by an authorized administrator of CrossWorks. Rationality vs Reality: The Dissonance between Economic Models and Experimental Data Piotr Broda Honors Thesis College Honors Program Advisor: Professor Mark Hallahan Reader: Professor Kolleen Rask Broda 1 Abstract Rationality was not embedded in economic theory from its onset. In fact, the discipline started with a more holistic approach to human nature, incorporating notions of empathy and altruism. It was not until economics progressed and became more concerned with mathematical models and abstract theories that rationality entered the fray. Game theory, developed in the 1940s, established several axioms about human behavior that presented people as perfectly rational economic agents. It was not until behavioral researchers started investigating the question of rationality that the economic worldview was critically challenged. This research was the driving force in the development of behavioral economics. In particular, ultimatum game experiments demonstrate systematic deviations from rational decision-making. As more and more research has emerged documenting how observed human behavior challenges the predictions of neoclassical economic theory, mainstream economics has begun incorporating these ideas.