Literature DB >> 29473961

Discounting: A practical guide to multilevel analysis of choice data.

Michael E Young1.   

Abstract

Multilevel modeling provides the ability to simultaneously evaluate the discounting of individuals and groups by examining choices between smaller sooner and larger later rewards. A multilevel logistic regression approach is advocated in which sensitivity to relative reward magnitude and relative delay are considered as separate contributors to choice. Examples of how to fit choice data using multilevel logistic models are provided to help researchers in the adoption of these methods.
© 2018 Society for the Experimental Analysis of Behavior.

Keywords:  choice; delay discounting; multilevel modeling; statistical analysis

Mesh:

Year:  2018        PMID: 29473961     DOI: 10.1002/jeab.316

Source DB:  PubMed          Journal:  J Exp Anal Behav        ISSN: 0022-5002            Impact factor:   2.468


  14 in total

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Authors:  Val Wongsomboon; David J Cox
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2.  Editorial: Replication and Reliability in Behavior Science and Behavior Analysis: A Call for a Conversation.

Authors:  Donald A Hantula
Journal:  Perspect Behav Sci       Date:  2019-03-11

Review 3.  Cognitive and behavioral training interventions to promote self-control.

Authors:  Travis Smith; Kelsey Panfil; Carrie Bailey; Kimberly Kirkpatrick
Journal:  J Exp Psychol Anim Learn Cogn       Date:  2019-05-09       Impact factor: 2.478

4.  Resurgence of a target behavior suppressed by a combination of punishment and alternative reinforcement.

Authors:  Rusty W Nall; Jillian M Rung; Timothy A Shahan
Journal:  Behav Processes       Date:  2019-03-09       Impact factor: 1.777

5.  Delay discounting in suicidal behavior: Myopic preference or inconsistent valuation?

Authors:  Aliona Tsypes; Katalin Szanto; Jeffrey A Bridge; Vanessa M Brown; John G Keilp; Alexandre Y Dombrovski
Journal:  J Psychopathol Clin Sci       Date:  2021-11-29

6.  Hazard function effects on promoting self-control in variable interval time-based interventions in rats.

Authors:  Carrie Bailey; Kelsey Panfil; Kimberly Kirkpatrick
Journal:  J Exp Anal Behav       Date:  2021-10-20       Impact factor: 2.468

7.  Effects of benztropine analogs on delay discounting in rats.

Authors:  Paul L Soto; Takato Hiranita
Journal:  Psychopharmacology (Berl)       Date:  2020-09-22       Impact factor: 4.530

8.  The relationship between dietary fat intake, impulsive choice, and metabolic health.

Authors:  Catherine C Steele; Trevor J Steele; MacKenzie Gwinner; Sara K Rosenkranz; Kimberly Kirkpatrick
Journal:  Appetite       Date:  2021-05-12       Impact factor: 5.016

9.  Beyond Systematic and Unsystematic Responding: Latent Class Mixture Models to Characterize Response Patterns in Discounting Research.

Authors:  Shawn P Gilroy; Justin C Strickland; Gideon P Naudé; Matthew W Johnson; Michael Amlung; Derek D Reed
Journal:  Front Behav Neurosci       Date:  2022-04-28       Impact factor: 3.558

10.  The discounting of death: Probability discounting of heroin use by fatal overdose likelihood and drug purity.

Authors:  Sean B Dolan; Matthew W Johnson; Kelly E Dunn; Andrew S Huhn
Journal:  Exp Clin Psychopharmacol       Date:  2021-06       Impact factor: 3.492

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