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Rooker GW, Hagopian LP, Haddock JN, Arevalo AR, Bonner AC, Dillon CM. Analysis of unexpected disruptive effects of contingent food reinforcement on automatically maintained self-injury. J Appl Behav Anal 2022; 55:62-79. [PMID: 34449082 PMCID: PMC8758530 DOI: 10.1002/jaba.875] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 07/07/2021] [Accepted: 07/10/2021] [Indexed: 02/03/2023]
Abstract
Research has identified treatment-responsive and treatment-resistant subtypes of automatically maintained self-injurious behavior (ASIB) based on patterns of responding in the functional analysis (FA) reflecting its sensitivity to disruption by alternative reinforcement, and the presence of self-restraint. Rooker et al. (2019) unexpectedly observed reductions in treatment-resistant self-injury while participants performed an operant task. The current study further examined this in nine participants with treatment-resistant ASIB in an example of discovery-based research. An operant task engendering high rates of responding (switch-pressing) to produce food, reduced self-injury across all participants, and eliminated self-injury for some participants under certain schedules. Although this finding must be replicated and evaluated over longer time periods, it provides some evidence that alternative reinforcement can disrupt self-injury in these treatment-resistant subtypes under some conditions. Reinforcer and response competition are discussed as possible mechanisms underlying these disruptive effects, as are the potential implications of these findings regarding treatment.
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Affiliation(s)
- Griffin W. Rooker
- Department of Behavioral Psychology Kennedy Krieger Institute Baltimore, MD
- Department of Psychiatry and Behavioral Sciences Johns Hopkins University School of Medicine Baltimore, MD
| | - Louis P. Hagopian
- Department of Behavioral Psychology Kennedy Krieger Institute Baltimore, MD
- Department of Psychiatry and Behavioral Sciences Johns Hopkins University School of Medicine Baltimore, MD
| | - Jennifer N. Haddock
- Department of Behavioral Psychology Kennedy Krieger Institute Baltimore, MD
- Department of Pediatrics Johns Hopkins University School of Medicine Baltimore, MD
| | | | | | - Christopher M. Dillon
- Department of Behavioral Psychology Kennedy Krieger Institute Baltimore, MD
- Department of Psychology University of Maryland Baltimore County
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Efectos de variar la presentación de las instrucciones en la Tarea Torre de Londres. REVISTA IBEROAMERICANA DE PSICOLOGÍA 2021. [DOI: 10.33881/2027-1786.rip.14313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
El efecto de las instrucciones sobre la conducta de los sujetos en situaciones experimentales ha sido un tema de interés en el análisis de la conducta. La variación de su contenido, como la especificidad y la precisión, son factores que han mostrado tener efectos sistemáticos en la adquisición de comportamientos complejos en periodos breves de tiempo. Se ha especulado que el aprendizaje observacional puede ser considerado, funcionalmente, como una instancia del control instruccional. En esta medida, es de interés comparar esta modalidad de instrucción con instrucciones escritas en una situación de laboratorio. El objetivo de este estudio fue evaluar los efectos de variar la presentación de las instrucciones en: 1) instrucciones escritas 2) una demostración visual y 2) una demostración visual más regla de operación; utilizando la tarea de la torre de Londres. Se utilizó un diseño de grupo. Participaron treinta adultos y treinta niños, seleccionados por un muestreo no probabilístico. Los resultados mostraron que, tanto para niños como adultos, el grupo con instrucciones leídas tuvo un incremento en las respuestas correctas durante las pruebas de transferencia mientras que, en las otras condiciones, las respuestas correctas bajaron en estas fases. Por otro lado, los reportes verbales sobre la ejecución de la tarea se ubicaron en un nivel concreto y hubo poca correspondencia entre el efecto de las instrucciones y el reporte verbal de los participantes. Se concluye, señalando la necesidad de más experimentación enfocada en analizar la naturaleza de la tarea experimental.
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Evaluating Extinction, Renewal, and Resurgence of Operant Behavior in Humans with Amazon Mechanical Turk. LEARNING AND MOTIVATION 2021; 74. [PMID: 34149066 DOI: 10.1016/j.lmot.2021.101728] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Amazon Mechanical Turk (MTurk) is a crowdsourcing marketplace providing researchers with the opportunity to collect behavioral data from remote participants at a low cost. Recent research demonstrated reliable extinction effects, as well as renewal and resurgence of button pressing with MTurk participants. To further examine the generality of these findings, we replicated and extended these methods across six experiments arranging reinforcement and extinction of a target button press. In contrast to previous findings, we did not observe as reliable of decreases in button pressing during extinction (1) after training with VR or VI schedules of reinforcement, (2) in the presence or absence of context changes, or (3) with an added response cost for button pressing. However, we found that that a 1-point response cost for all button presses facilitated extinction to a greater extent than the absence of response cost. Nevertheless, we observed ABA renewal of button pressing when changing background contexts across phases and resurgence when extinguishing presses on an alternative button. Our findings suggest that MTurk could be a viable platform from which to ask and address questions about extinction and relapse processes, but further procedural refinements will be necessary to improve the replicability of control by experimental contingencies.
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The Effects of Monitoring on Children's Rule-Following in a Computerized Procedure. Anal Verbal Behav 2021; 36:295-307. [PMID: 33381384 DOI: 10.1007/s40616-020-00130-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
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Craig AR, Sullivan WE, Roane HS. Further evaluation of a nonsequential approach to studying operant renewal. J Exp Anal Behav 2020; 112:210-223. [PMID: 31589339 DOI: 10.1002/jeab.546] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Revised: 06/24/2019] [Accepted: 08/25/2019] [Indexed: 12/19/2022]
Abstract
Basic-laboratory assessments of renewal may inform clinical efforts to maintain reduction of severe destructive behavior when clients transition between contexts. The contextual changes arranged during standard renewal procedures, however, do not necessarily align with those that clients experience during outpatient therapy. More specifically, clients transition between clinical (associated with extinction for target behavior) and home/community (associated with reinforcement for target behavior) contexts during outpatient treatment. Standard renewal assessments do not incorporate these contextual alternations during treatment. The present experiment aimed to directly compare renewal of rats' lever pressing following a standard ("sequential") ABA renewal procedure (i.e., baseline in Context A, extinction in Context B, renewal test in Context A) and a "nonsequential" renewal assessment wherein treatment consisted of daily alternation between Context A (associated with reinforcement for lever pressing) and Context B (associated with extinction). Lever pressing renewed to a greater extent for rats in the Nonsequential group than for rats in the Sequential group, suggesting the contextual changes that clients experience during outpatient treatment for severe destructive behavior may be a variable that is important to consider in translational research on renewal. Potential implications of these findings for basic and clinical research on renewal are discussed.
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Song CJ, Vladescu JC, Reeve KF, Miguel CF, Breeman SL. The influence of correlations between noncritical features and reinforcement on stimulus generalization. J Appl Behav Anal 2020; 54:346-366. [PMID: 32893351 DOI: 10.1002/jaba.760] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2020] [Revised: 07/13/2020] [Accepted: 07/13/2020] [Indexed: 11/06/2022]
Abstract
One strategy to program for generalization is to vary noncritical features in teaching exemplars, thereby avoiding noncritical features from being highly correlated with reinforcement and thus gaining faulty stimulus control. In the current translational evaluation, 2 groups of adults of typical development were taught to respond to arbitrary stimuli with experimenter-defined critical and noncritical features in a matching-to-sample task. The teaching arrangement used for 1 group programmed for low correlation between noncritical features and reinforcement; the teaching arrangement used for the other group programmed for high correlation between noncritical features and reinforcement. Participants in the former group displayed (a) faster acquisition of matching, (b) less variability in correct responding, and (c) a decreased likelihood of faulty stimulus control developing during training. The results contribute towards advancing the study of stimulus control and developing an explicit technology of generalization to better serve consumers of the application of our science.
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Affiliation(s)
| | | | - Kenneth F Reeve
- Department of Applied Behavior Analysis, Caldwell University
| | - Caio F Miguel
- Department of Psychology, California State University, Sacramento
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Rooker GW, Hagopian LP, Haddock JN, Mezhoudi N, Arevalo AR. Sensitivity to Changing Environmental Conditions across Individuals with Subtype 2 Automatically Reinforced and Socially Reinforced Self-injury. BEHAVIORAL DEVELOPMENT BULLETIN 2020; 24:89-99. [PMID: 32509138 DOI: 10.1037/bdb0000090] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Automatically reinforced Subtype 2 self-injurious behavior (ASIB) has been characterized as showing insensitivity to competing reinforcement contingencies in the contexts of both functional analyses and in treatment using reinforcement alone (Hagopian, Rooker, &Yenokyan, 2018). One question is whether this insensitivity is specific to Subtype 2 ASIB as response class in these contexts or whether it is represents a generalized response tendency of the individual that is evident across other response classes. To examine this question, we compared responding on a single-operant task under changing reinforcement schedules for three individuals with Subtype 2 ASIB, relative to a comparison group of three individuals with socially reinforced SIB (which is characterized by sensitivity to changes in reinforcement contingencies). As hypothesized, all individuals showed sensitivity to changes in contingencies. These results provide preliminary support that the insensitivity of Subtype 2 ASIB is a property specific to that response class in these contexts rather than a generalized response tendency of the individual.
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Affiliation(s)
| | | | | | - Nabil Mezhoudi
- The New England Center for Children.,Western New England University
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Fox AE, Kyonka EGE. Searching for the variables that control human rule-governed “insensitivity”. J Exp Anal Behav 2017; 108:236-254. [DOI: 10.1002/jeab.270] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Accepted: 07/08/2017] [Indexed: 11/07/2022]
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Fixed-Interval Responding During Human Computer-Interactive Problem Solving. PSYCHOLOGICAL RECORD 2017. [DOI: 10.1007/bf03395362] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Kroger-Costa A, Abreu-Rodrigues J. Effects of Historical and Social Variables on Instruction Following. PSYCHOLOGICAL RECORD 2017. [DOI: 10.1007/bf03395829] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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14
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Determinants of Human Fixed-Interval Performance Following Varied Exposure to Reinforcement Schedules. PSYCHOLOGICAL RECORD 2017. [DOI: 10.1007/bf03395540] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Baumann AA, Abreu-Rodrigues J, da Souza AS. Rules and Self-Rules: Effects of Variation Upon Behavioral Sensitivity to Change. PSYCHOLOGICAL RECORD 2017. [DOI: 10.1007/bf03395685] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Shaping and Instructing Performance Descriptions During Computer-Interactive Problem Solving. PSYCHOLOGICAL RECORD 2017. [DOI: 10.1007/bf03395332] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Alessandri J, Cançado CR. The effects of instructions on the sensitivity of negatively reinforced human behavior to extinction. Behav Processes 2017; 136:50-53. [DOI: 10.1016/j.beproc.2017.01.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2016] [Revised: 01/13/2017] [Accepted: 01/17/2017] [Indexed: 10/20/2022]
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Hastings RP, Brown T. Functional Assessment and Challenging Behaviors: Some Future Directions. ACTA ACUST UNITED AC 2016. [DOI: 10.2511/rpsd.25.4.229] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Abstract
Behavior analysts have had a significant impact on the analysis and intervention of challenging behaviors in persons with developmental disabilities. These successes are celebrated in the first part of this article. In the remainder of the article, we present a selective discussion of three issues that we hope will help to further stimulate work with challenging behaviors: (a) the development of challenging behaviors, (b) the role of rule-governance in challenging behavior, and (c) the behavior of persons (mediators) who directly apply functional assessment and intervention technologies. Each of these issues is discussed and implications are drawn for future reseach and practice in the field. In drawing some conclusions, we focus on the internal and external validity of functional assessment and interventions.
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Athayde Neto CA, Costa CE, Banaco RA. Efeitos da História Comportamental e de Instruções sobre a Aquisição e a Resistência à Extinção em um Esquema Múltiplo FR DRL. PSICOLOGIA: TEORIA E PESQUISA 2015. [DOI: 10.1590/0102-37722015032149365374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
RESUMOPara verificar os efeitos da história comportamental e de instruções sobre a aquisição e a resistência à extinção, 15 universitários foram distribuídos em três grupos. Na Fase 1, o Grupo 1 foi exposto a aumentos graduais nos valores dos componentes até um múltiplo FR 60 DRL 20 s; os grupos 2 e 3 foram expostos diretamente a esse esquema, mas o Grupo 3 recebeu instruções. Na Fase 2, o FR foi ajustado e um múltiplo FR n DRL 20 s foi mantido até a estabilidade. Na Fase 3 estava em vigor um múltiplo Extinção Extinção. As instruções, em comparação com a exposição gradual ou direta aos esquemas, facilitaram a aquisição de taxas diferenciadas de respostas, mas aumentaram a resistência à extinção.
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Dymond S, Rehfeldt RA. Understanding complex behavior: the transformation of stimulus functions. THE BEHAVIOR ANALYST 2012; 23:239-54. [PMID: 22478349 DOI: 10.1007/bf03392013] [Citation(s) in RCA: 111] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
The transformation of stimulus functions is said to occur when the functions of one stimulus alter or transform the functions of another stimulus in accordance with the derived relation between the two, without additional training. This effect has been demonstrated with a number of derived stimulus relations, behavioral functions, experimental preparations, and subject populations. The present paper reviews much of the existing research on the transformation of stimulus functions and outlines a number of important methodological and conceptual issues that warrant further attention. We conclude by advocating the adoption of the generic terminology of relational frame theory to describe both the derived transformation of stimulus functions and relational responding more generally.
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Affiliation(s)
- S Dymond
- Departmentof Psychology, Anglia Polytechnic University, East Road, Cambridge, CB1 1PT, United Kingdom.
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Madden G, Perone M. Human Sensitivity To Concurrent Schedules Of Reinforcement: Effects Of Observing Schedule-correlated Stimuli. J Exp Anal Behav 2010; 71:303-18. [PMID: 16812897 PMCID: PMC1284714 DOI: 10.1901/jeab.1999.71-303] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Pietras CJ, Hackenberg TD. Response-cost punishment via token loss with pigeons. Behav Processes 2005; 69:343-56. [PMID: 15896532 DOI: 10.1016/j.beproc.2005.02.026] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/01/2005] [Indexed: 11/30/2022]
Abstract
Two experiments were conducted to investigate punishment via response-contingent removal of conditioned token reinforcers (response cost) with pigeons. In Experiment 1, key pecking was maintained on a two-component multiple second-order schedule of token delivery, with light emitting diodes (LEDs) serving as token reinforcers. In both components, responding produced tokens according to a random-interval 20-s schedule and exchange periods according to a variable-ratio schedule. During exchange periods, each token was exchangeable for 2.5-s access to grain. In one component, responses were conjointly punished according to fixed-ratio schedules of token removal. Response rates in this punishment component decreased to low levels while response rates in the alternate (no-punishment) component were unaffected. Responding was eliminated when it produced neither tokens nor exchange periods (Extinction), but was maintained at moderate levels when it produced tokens in the signaled absence of food reinforcement, suggesting that tokens served as effective conditioned reinforcers. In Experiment 2, the effect of the response-cost punishment contingency was separated from changes in the density of food reinforcement. This was accomplished by yoking either the number of food deliveries per component (Yoked Food) or the temporal placement of all stimulus events (tokens, exchanges, food deliveries) (Yoked Complete), from the punishment to the no-punishment component. Response rates decreased in both components, but decreased more rapidly and were generally maintained at lower levels in the punishment component than in the yoked component. In showing that the response-cost contingency had a suppressive effect on responding in addition to that produced by reductions in reinforcement density, the present results suggest that response-cost punishment shares important features with other forms of punishment.
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Affiliation(s)
- Cynthia J Pietras
- Department of Psychology, P.O. Box 112250, University of Florida, Gainesville, FL 32611-2250, USA
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Abstract
Undergraduates responded under a variable-ratio 30 schedule in the presence of a 25-mm long line and on a differential-reinforcement-of-low-rate 6-s schedule when a 13-mm long line was present. Following this, a line-length continuum generalization test was administered under a fixed-interval 6-s schedule (Experiment 1) or extinction (Experiment 2). In both experiments, obtained generalization gradients conformed to typical postdiscrimination gradients. Responses were frequent under stimuli physically similar to the 25-mm line and infrequent under stimuli physically similar to the 13-mm line. The generalization gradients were generally asymmetric with peak response rates occurring at line lengths greater than 25 mm.
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Affiliation(s)
- Hiroto Okouchi
- Department of Psychology, Osaka Kyoiku University, Kashiwara, Japan.
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Bicard DE, Neef NA. Effects of strategic versus tactical instructions on adaptation to changing contingencies in children with adhd. J Appl Behav Anal 2003; 35:375-89. [PMID: 12555909 PMCID: PMC1284400 DOI: 10.1901/jaba.2002.35-375] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
This study examined the effects of two types of instructions on the academic responding of 4 children with attention deficit hyperactivity disorder. Tactical instructions specified how to distribute responding between two concurrently available sets of math problems associated with different variable-interval schedules of reinforcement. Strategic instructions provided a strategy to determine the best way to distribute responding. Instruction conditions were counterbalanced in an ABAB/BABA reversal design nested within a multiple baseline across participants design. Experimental sessions consisted of a learning session in which participants were provided with one type of instruction, followed by a test session in which no instruction was provided. The schedules of reinforcement were subsequently reversed during test sessions. When learning and test schedules were identical, the responding of all 4 participants closely matched the reinforcement schedules. When tactical instructions were provided and schedules were subsequently changed, responding often remained under the control of the instructions. When strategic instructions were provided, responding more quickly adapted to the changed contingencies. Analysis of postsession verbal reports indicated correspondence between the participants' verbal descriptions (whether accurate or inaccurate) and their nonverbal patterns of responding.
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Bizo LA, Remington B, D’Souza LS, Heighway SK, Baston C. Human variable ratio performance. LEARNING AND MOTIVATION 2002. [DOI: 10.1016/s0023-9690(02)00010-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Abreu-Rodrigues J, Natalino PC, Aló RM. Instruções e iniqüidade de reforços: efeitos sobre o comportamento competitivo. PSICOLOGIA: TEORIA E PESQUISA 2002. [DOI: 10.1590/s0102-37722002000100010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
O presente estudo investigou se a precisão da instrução afetaria os efeitos da iniqüidade de reforços. Trinta estudantes universitários, separados em duplas, escolheram entre trabalhar sozinho ou competir com o parceiro. Na alternativa individual, os pontos foram distribuídos igualmente entre os participantes; na alternativa de competição, a distribuição de pontos foi manipulada no decorrer das condições de modo que o Participante 1 ganhava mais pontos que o Participante 2, ou vice-versa. Algumas duplas receberam informação completa sobre a distribuição de pontos (instrução precisa); outras receberam informação indicando que, algumas vezes, um participante receberia mais pontos que o outro (instrução imprecisa); e, as demais, não receberam nenhuma informação (sem instrução). A instrução imprecisa produziu escolha acentuada por competição para ambos participantes, a instrução precisa gerou escolhas sensíveis às manipulações na iniqüidade e, na ausência de instruções, ambos resultados foram observados. Foi concluído que a instrução precisa gerou estratégias mais eficientes de fuga e esquiva da iniqüidade.
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Escalation research: providing new frontiers for applying behavior analysis to organizational behavior. THE BEHAVIOR ANALYST 2000; 23:203-18. [PMID: 22478347 DOI: 10.1007/bf03392011] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Decision fiascoes such as escalation of commitment, the tendency of decision makers to "throw good money after bad," can have serious consequences for organizations and are therefore of great interest in applied research. This paper discusses the use of behavior analysis in organizational behavior research on escalation. Among the most significant aspects of behavior-analytic research on escalation is that it has indicated that both the patterns of outcomes that decision makers have experienced for past decisions and the patterns of responses that they make are critical for understanding escalation. This research has also stimulated the refinement of methods by researchers to better assess decision making and the role reinforcement plays in it. Finally, behavior-analytic escalation research has not only indicated the utility of reinforcement principles for predicting more complex human behavior but has also suggested some additional areas for future exploration of decision making using behavior analysis.
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