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Piksa M, Zaniewska M, Cieslik-Starkiewicz A, Kunst J, Morzy M, Piasecki J, Rygula R. The link between tobacco smoking and susceptibility to misinformation. Psychopharmacology (Berl) 2025:10.1007/s00213-025-06802-1. [PMID: 40369169 DOI: 10.1007/s00213-025-06802-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2025] [Accepted: 04/29/2025] [Indexed: 05/16/2025]
Abstract
INTRODUCTION This study investigates the relationship between tobacco smoking and susceptibility to misinformation, an area that has been underexplored despite its potential implications for public health and media literacy. Smoking behavior, along with the pharmacological components present in tobacco, is often associated with habitual and cognitive patterns that may influence an individual's ability to critically evaluate and discern false information. By examining this potential link, the present study aims to shed light on the broader implications of smoking for societal challenges, such as the spread of misinformation. METHODS A quantitative online survey was conducted to collect data from a sample of 1,575 adult participants (Mage = 41.37, SD = 13.58; females: 54%, males: 46%) from the United Kingdom. Participants were categorized into three groups based on their smoking status: individuals who had smoked tobacco less than an hour before the study (n = 550), individuals who had smoked more than an hour before the study (n = 472), and non-smokers (n = 553). The survey incorporated questions assessing susceptibility to misinformation by annotating certain claims as false or true, and other instruments in order to control for impulsivity, stress level, physiological arousal and education level. RESULTS Smokers exhibited a lower ability to correctly recognize false claims than non-smokers. There was no difference between these groups in true news recognition. DISCUSSION The study, controlling for confounding factors, such as education and perceived stress, reveals that tobacco smoking may be associated with misinformation susceptibility. Further laboratory-based research should be conducted to explore the mechanisms underlying the observed relationship.
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Affiliation(s)
- Michal Piksa
- Maj Institute of Pharmacology Polish Academy of Sciences, Affective Cognitive Neuroscience Laboratory, 12 Smetna Street, Krakow, 31-343, Poland
| | - Magdalena Zaniewska
- Maj Institute of Pharmacology Polish Academy of Sciences, Affective Cognitive Neuroscience Laboratory, 12 Smetna Street, Krakow, 31-343, Poland
| | - Agata Cieslik-Starkiewicz
- Maj Institute of Pharmacology Polish Academy of Sciences, Affective Cognitive Neuroscience Laboratory, 12 Smetna Street, Krakow, 31-343, Poland
| | - Jonas Kunst
- Department of Communication and Culture, BI Norwegian Business School, Nydalsveien 37, Oslo, N-0484, Norway
| | - Mikolaj Morzy
- Faculty of Computing and Telecommunications, Poznan University of Technology, Piotrowo 2, Poznan, 60-965, Poland
| | - Jan Piasecki
- Faculty of Health Sciences, Department of Bioethics, Jagiellonian University Medical College, Kopernika 40, Krakow, 31-501, Poland
| | - Rafal Rygula
- Maj Institute of Pharmacology Polish Academy of Sciences, Affective Cognitive Neuroscience Laboratory, 12 Smetna Street, Krakow, 31-343, Poland.
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Thrasher JF, Hackworth EE, Ferguson SG, Xiong L, Kim M, Yang CH, Hammond D, Sun Y, Hardin JW, Niederdeppe J. Differential Responses to Cigarette Package Labeling Alternatives Among Adults Who Smoke: Results From a Randomized Trial. Nicotine Tob Res 2024; 26:1646-1655. [PMID: 38850013 PMCID: PMC11582003 DOI: 10.1093/ntr/ntae139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 04/17/2024] [Accepted: 05/30/2024] [Indexed: 06/09/2024]
Abstract
INTRODUCTION Little experimental research has evaluated whether the effects of cigarette package inserts with efficacy messages and/or pictorial health warning labels (PHWLs) differ across key subgroups of adults who smoke. AIMS AND METHODS Adults who reported currently smoking (n = 367) were randomly assigned to one of four groups: Small text-only HWLs on pack sides (control); inserts with efficacy messages and small HWLs (inserts-only); PHWLs showing harms of smoking (PHWLs-only); both (inserts + PHWLs). Participants received a 14-day supply of cigarettes labeled to reflect their group. Every evening over 2 weeks, participants reported forgoing and stubbing out cigarettes before they finished smoking over the prior 24 hours, combined into a binary indicator of either behavior (eg, forgoing/stubbing). Separate mixed-effects logistic models were estimated to evaluate moderation of labeling group contrasts (ie, PHWLs vs not; inserts vs. not; inserts-only vs. inserts + PHWLs; PHWLs-only vs. inserts + PHWLs) by baseline covariates (self-efficacy to quit, intention to quit, education, health literacy, and time discounting), predicting day-level forgoing/stubbing. RESULTS Education moderated PHWL effects, with PHWLs predicting more forgoing/stubbing only among those with low education (OR = 4.68, p < .001). Time discounting moderated insert effects, with inserts promoting forgoing/stubbing only among those with low time discounting (ie, lower impulsivity; OR = 4.35, p < .001). CONCLUSIONS Inserts with efficacy messages appear effective mostly among people with low time discounting, whereas PHWLs appear most effective among those with low education, suggesting their potential to address education-related disparities. Labeling strategies appeared equally effective across subgroups defined by self-efficacy to quit, quit intention, and health literacy. Combining inserts with PHWLs did not appear to mitigate moderation effects. IMPLICATIONS This randomized trial with adults who smoke suggests that cigarette packs with inserts describing cessation benefits and tips can promote cessation-related behaviors (ie, forgoing or stubbing out cigarettes) among those with low-time discounting (ie, low impulsivity). Alternative interventions may be needed for people with high-time discounting, as found in cessation trials. PHWLs appear most effective among those with low education, potentially addressing education-related disparities. No differential effects were found for those with different levels of self-efficacy to quit, quit intentions, or health literacy. Combining inserts and PHWLs may not be more effective than either alone.
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Affiliation(s)
- James F Thrasher
- Department of Health Promotion, Education & Behavior, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Emily E Hackworth
- Department of Health Promotion, Education & Behavior, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Stuart G Ferguson
- College of Health & Medicine, University of Tasmania, Hobart, TAS, Australia
| | - Liyan Xiong
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Minji Kim
- Department of Health Promotion, Education & Behavior, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Chih-Hsiang Yang
- Department of Exercise Science, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - David Hammond
- School of Public Health Sciences, University of Waterloo, Waterloo, Canada
| | - Yanwen Sun
- Department of Health Promotion, Education & Behavior, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - James W Hardin
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Jeff Niederdeppe
- Jeb E. Brooks School of Public Policy and Department of Communication, Cornell University, Ithaca, NY, USA
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Mahmoudi S, Madden GJ. Using sign tracking to experimentally increase self-control in rats. J Exp Anal Behav 2024; 122:270-281. [PMID: 39406694 PMCID: PMC11570336 DOI: 10.1002/jeab.4211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 08/27/2024] [Indexed: 11/19/2024]
Abstract
Impulsive choice describes a preference for a smaller-sooner reward (SSR) over a larger-later reward (LLR). A large body of research has examined different procedures for decreasing impulsive choice in nonhuman subjects. One limitation of these procedures is the extensive training duration required to achieve the desired results. To address this limitation, the current experiment examined the effects of a brief course of Pavlovian training, designed to establish a conditioned stimulus (CS) that could be strategically used to encourage LLR choices. Forty male Long-Evans rats were randomly assigned to appetitive Pavlovian or unpaired training. A lever insertion signaled an upcoming unconditioned stimulus (i.e., food presentation) for Pavlovian rats and it acquired CS properties. The lever was uncorrelated with the US in the unpaired group, and it did not acquire CS properties. In the subsequent impulsive-choice assessment, the lever from the training phase served as the lever rats pressed to choose the LLR. After an LLR choice, the lever remained in the chamber during the delay to the LLR, just as the SSR lever remained in the chamber until that reward was delivered. Pavlovian-trained rats sign tracked toward the lever CS and made significantly fewer impulsive choices than did rats in the unpaired group.
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Yeh YH, Zheng MH, Tegge AN, Athamneh LN, Freitas-Lemos R, Dwyer CL, Bickel WK. The phenotype of recovery XI: associations of sleep quality and perceived stress with discounting and quality of life in substance use recovery. Qual Life Res 2024; 33:1621-1632. [PMID: 38504067 PMCID: PMC11116204 DOI: 10.1007/s11136-024-03625-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/29/2024] [Indexed: 03/21/2024]
Abstract
PURPOSE Sleep and stress show an interdependent relationship in physiology, and both are known risk factors for relapse in substance use disorder (SUD) recovery. However, sleep and stress are often investigated independently in addiction research. In this exploratory study, the associations of sleep quality and perceived stress with delay discounting (DD), effort discounting (ED), and quality of life (QOL) were examined concomitantly to determine their role in addiction recovery. DD has been proposed as a prognostic indicator of SUD treatment response, ED is hypothesized to be relevant to the effort to overcome addiction, and QOL is an important component in addiction recovery. METHOD An online sample of 118 individuals recovering from SUDs was collected through the International Quit and Recovery Registry. Exhaustive model selection, using the Bayesian Information Criterion to determine the optimal multiple linear model, was conducted to identify variables (i.e., sleep quality, perceived stress, and demographics) contributing to the total variance in DD, ED, and QOL. RESULTS After model selection, sleep was found to be significantly associated with DD. Stress was found to be significantly associated with psychological health, social relationships, and environment QOL. Both sleep and stress were found to be significantly associated with physical health QOL. Neither sleep nor stress was supported as an explanatory variable of ED. CONCLUSION Together, these findings suggest sleep and stress contribute uniquely to the process of addiction recovery. Considering both factors when designing interventions and planning for future research is recommended.
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Affiliation(s)
| | - Michelle H Zheng
- Civil and Environmental Engineering Department, University of California, Los Angeles, CA, USA
| | - Allison N Tegge
- Fralin Biomedical Research Institute at VTC, Roanoke, VA, USA
- Department of Statistics, Virginia Tech, Blacksburg, VA, USA
| | - Liqa N Athamneh
- Fralin Biomedical Research Institute at VTC, Roanoke, VA, USA
| | | | - Candice L Dwyer
- Fralin Biomedical Research Institute at VTC, Roanoke, VA, USA
- Department of Psychology, Virginia Tech, Blacksburg, VA, USA
| | - Warren K Bickel
- Fralin Biomedical Research Institute at VTC, Roanoke, VA, USA.
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Matthews JA, Carlisle VR, Walker R, Dennie EJ, Durant C, McConville R, Isotalus HK, Attwood AS. "The worst thing is lying in bed thinking 'I want a cigarette'" a qualitative exploration of smoker's and ex-smoker's perceptions of sleep during a quit attempt and the use of cognitive behavioural therapy for insomnia to aid cessation. PLoS One 2024; 19:e0299702. [PMID: 38718044 PMCID: PMC11078348 DOI: 10.1371/journal.pone.0299702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 02/13/2024] [Indexed: 05/12/2024] Open
Abstract
Smokers report poorer sleep quality than non-smokers and sleep quality deteriorates further during cessation, increasing risk of smoking relapse. Despite the use of cognitive behavioural therapy for insomnia (CBT-I) to aid quit attempts emerging in the area, little is known about smokers and ex smoker's experiences of sleep during a quit attempt or their perceptions of CBT-I. This study addresses this gap by exploring smoker's and ex-smoker's experiences of the link between smoking and sleep and how this may change as a function of smoking/smoking abstinence. It also explores views of traditional CBT-I components (i.e., perceived feasibility, effectiveness, barriers of use). We conducted semi-structured interviews with current and recently quit smokers (n = 17) between January and September 2022. The framework method was used for analysis. Four themes addressing research questions were described. These included: 1) A viscous cycle; poor sleep quality and negative psychological state during cessation; 2) Perceived engagement and effectiveness; the importance of feasibility, experience, value, identity and psychological state in assessing CBT-I as a cessation tool; 3) Striking a balance; tailoring CBT-I to reduce psychological overload in a time of lifestyle transition; and 4) Personalisation and digital delivery helping overcome psychological barriers during cessation. The analysis suggested during quit attempts smokers experienced a range of sleep problems that could increase risk of relapse due to a negative impact on psychological state. It also revealed participants thought that CBT-I is something they would use during a quit attempt but suggested changes and additions that would improve engagement and be better tailored to quitting smokers. Key additions included the integration of smoking-based cognitive restructuring, starting the intervention prior to a quit attempt, and the need for personalisation and tailoring.
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Affiliation(s)
- Joe A. Matthews
- School of Psychological Science, University of Bristol, Bristol, United Kingdom
- Department of Electrical and Electronic Engineering, University of Bristol, Bristol, United Kingdom
- Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom
- Integrative Cancer Epidemiology Programme, University of Bristol, Bristol, United Kingdom
| | - Victoria R. Carlisle
- Department of Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Robert Walker
- Department of Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Emma J. Dennie
- School of Psychological Science, University of Bristol, Bristol, United Kingdom
- Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom
- University of Bristol Business School, University of Bristol, Bristol, United Kingdom
| | - Claire Durant
- School of Psychological Science, University of Bristol, Bristol, United Kingdom
| | - Ryan McConville
- Department Engineering and Mathematics, University of Bristol, Bristol, United Kingdom
| | - Hanna K. Isotalus
- Department of Electrical and Electronic Engineering, University of Bristol, Bristol, United Kingdom
| | - Angela S. Attwood
- School of Psychological Science, University of Bristol, Bristol, United Kingdom
- Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom
- Integrative Cancer Epidemiology Programme, University of Bristol, Bristol, United Kingdom
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Saenz-de-Miera B, Lambert VC, Chen B, Gallegos-Carrillo K, Barrientos-Gutierrez I, Arillo-Santillán E, Thrasher JF. Smoking Dependence, Time-Discounting, and Sustained Cessation Behavior: A Longitudinal Study of Predominantly Light Smokers. Nicotine Tob Res 2024; 26:220-228. [PMID: 37648272 PMCID: PMC10803115 DOI: 10.1093/ntr/ntad166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 08/23/2023] [Accepted: 08/28/2023] [Indexed: 09/01/2023]
Abstract
INTRODUCTION This study aimed to assess whether two established psychosocial predictors of smoking abstinence, nicotine dependence and time-discounting, also apply to a population of predominantly cigarette light smokers, which is the dominant pattern of smoking in countries like Mexico. Relatively infrequent smoking is increasingly prevalent, yet still harmful, making it important to understand the predictors of cessation in this population. AIMS AND METHODS Mexican adult smokers recruited from an online consumer panel were surveyed every 4 months between November 2018 and July 2020. We considered respondents who reported a quit attempt in between surveys (n = 1288). Dependence was measured with a 10-item version of the Wisconsin Inventory of Smoking Dependence Motives (WISDM). Time-discounting was assessed with five branching questions about hypothetical reward scenarios. Logistic models regressed sustained quit attempts (≥30 days of abstinence) at time t + 1 on study variables at time t. RESULTS We found strong interitem reliability (α = 0.92) and intraindividual consistency of our brief WISDM (ρ = 0.68), but moderate intraindividual consistency of the time-discounting measure (ρ = 0.48). Forty-eight percent of the sample reported sustained quit attempts, and 79% were non-daily or light daily smokers (≤5 cigarettes per day). Smokers with higher WISDM-10 had lower odds of sustained quitting and this result remained when controlling for smoking frequency and the Heaviness of Smoking Index (adjusted odds ratio [AOR] = 0.768). Time-discounting was unassociated with sustained quitting. CONCLUSIONS Our findings suggest that a brief, 10-item multidimensional measure of dependence is useful for predicting sustained quitting in a context of relatively light smoking; time-discounting appears less relevant, although our results are not conclusive because of the low test-retest reliability of our measure. IMPLICATIONS Given the increase in non-daily and light daily cigarette smoking in many countries, including in Mexico, and the health risks this still poses, it is important to understand the predictors of cessation among relatively light smokers. The WISDM-10 multidimensional measure seems to be a good instrument to assess dependence and predict successful quitting in this population, and possibly more appropriate than physical dependence measures. As such, it could help design and target more suitable cessation treatments for non-daily and daily light cigarette smokers. While this study did not find time-discounting to be a relevant predictor of smoking abstinence, future studies should explore other measures.
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Affiliation(s)
- Belen Saenz-de-Miera
- Department of Economics, Universidad Autonoma de Baja California Sur, La Paz, Mexico
| | - Victoria C Lambert
- Department of Health Promotion, Education, and Behavior, University of South Carolina, Columbia, SC, USA
| | - Brian Chen
- Department of Health Promotion, Education, and Behavior, University of South Carolina, Columbia, SC, USA
| | - Katia Gallegos-Carrillo
- Evaluation and Surveys Research Center, National Institute of Public Health, Cuernavaca, Mexico
- Epidemiology and Health Services Research Unit, Mexican Institute of Social Security, Cuernavaca, Morelos, Mexico
| | | | - Edna Arillo-Santillán
- Tobacco Research Department, National Institute of Public Health, Cuernavaca, Mexico
| | - James F Thrasher
- Department of Health Promotion, Education, and Behavior, University of South Carolina, Columbia, SC, USA
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Hackworth EE, Budiongan JR, Lambert VC, Kim M, Ferguson SG, Niederdeppe J, Hardin J, Thrasher JF. A mixed-method study of perceptions of cigarette pack inserts among adult smokers from New York and South Carolina exposed as part of a randomized controlled trial. HEALTH EDUCATION RESEARCH 2023; 38:548-562. [PMID: 37450334 PMCID: PMC10714041 DOI: 10.1093/her/cyad030] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 06/09/2023] [Accepted: 07/05/2023] [Indexed: 07/18/2023]
Abstract
While many countries require prominent pictorial health warning labels (PHWLs) on the outside of cigarette packs to communicate the harms of smoking, there is evidence that cigarette pack inserts that contain efficacy messages may enhance the effectiveness of PHWLs. The US Food and Drug Administration (FDA) has regulatory authority to communicate with smokers through inserts. While current labeling regulations do not require inclusion of inserts, the FDA could implement them in the future. This study assesses US smokers' perceptions of cigarette package inserts at the conclusion of a two-week randomized trial on cigarette labeling where half of participants were exposed to insert messages (two response-efficacy messages and two self-efficacy messages) in their packs. Participants (n = 359) completed a 30- to 60-min interview with both quantitative and qualitative assessments, including measures of recall and perceived message effectiveness (PME) for specific inserts. Correlates of recall and PME were estimated using mixed-effects regression models. Qualitative responses to PME items were analyzed using thematic analysis. Response-efficacy messages had higher PME and recall than self-efficacy messages. People had diverse responses to the inserts, including that they were positive, thought-provoking, and helpful. Reactions to and perceptions of the inserts indicate potential benefits of integrating efficacy messages into labeling policies.
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Affiliation(s)
- Emily E Hackworth
- Department of Health Promotion, Education, and Behavior, University of South Carolina, 915 Greene Street, Columbia, SC 29208, USA
| | - Julia R Budiongan
- Department of Health Promotion, Education, and Behavior, University of South Carolina, 915 Greene Street, Columbia, SC 29208, USA
| | - Victoria C Lambert
- Department of Health Promotion, Education, and Behavior, University of South Carolina, 915 Greene Street, Columbia, SC 29208, USA
| | - Minji Kim
- Department of Health Promotion, Education, and Behavior, University of South Carolina, 915 Greene Street, Columbia, SC 29208, USA
| | - Stuart G Ferguson
- Tasmanian School of Medicine, University of Tasmania, Hobart, Tasmania 7001, Australia
| | - Jeff Niederdeppe
- Department of Communication, Cornell University, 450 Mann Drive, Ithaca, NY 14853, USA
- Jeb E. Brooks School of Public Policy, Cornell University, Martha Van Rensselaer Hall, Ithaca, NY 14853, USA
| | - James Hardin
- Department of Epidemiology and Biostatistics, University of South Carolina, 915 Greene Street, Columbia, SC 29203, USA
| | - James F Thrasher
- Department of Health Promotion, Education, and Behavior, University of South Carolina, 915 Greene Street, Columbia, SC 29208, USA
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Dwyer CL, Tegge AN, Craft WH, Tomlinson DC, Athamneh LN, Bickel WK. The Phenotype of Recovery X: Associations between delay discounting, regulatory flexibility, and remission from substance use disorder. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 155:209122. [PMID: 37451516 PMCID: PMC10787043 DOI: 10.1016/j.josat.2023.209122] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 03/09/2023] [Accepted: 07/11/2023] [Indexed: 07/18/2023]
Abstract
INTRODUCTION Delay discounting (DD) and self-regulation are important predictors of substance use disorder (SUD) outcomes. Further, regulatory flexibility (RF; i.e., selecting, monitoring, and adapting coping techniques based on contextual demands) is related to psychological resilience. However, studies have yet to examine associations among DD, RF, and remission from SUDs among individuals in recovery. METHODS Individuals (N = 148) in SUD recovery completed the Context Sensitivity Index (CSI), the Flexible Regulation of Emotional Expression (FREE) Scale, and the Perceived Ability to Cope with Trauma (PACT) Scale to assess RF and, an $1000 hypothetical reward Adjusting Amount Delay Discounting Task. The study considered individuals to be in remission from SUD if they did not endorse any SUD DSM-5 symptom other than craving (except tobacco use disorder) in the past three months. The study team used t-tests to examine differences in RF and DD by remission status. Univariate linear regressions were used to examine the relationship between RF and DD. Finally, mediation models examined the dynamic relationship among DD, RF, and remission status. RESULTS Remitted individuals (n = 82) had significantly lower DD (i.e., greater preference for larger, later rewards) rates (p < .001) and higher context sensitivity (p < .001) and coping flexibility (p < .001). The study found significant negative associations between DD and context sensitivity (p = .008), coping flexibility (p = .002), and emotion regulation flexibility (p < .001). Finally, context sensitivity (p = .023) and coping flexibility (p = .009) mediated the relationship between DD and SUD remission. CONCLUSIONS Results suggest that individuals in recovery with broader temporal windows can better identify contextual demands and flexibly cope, contributing to improved SUD recovery outcomes.
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Affiliation(s)
- Candice L Dwyer
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA; Department of Psychology, Virginia Tech, Blacksburg, VA, USA
| | - Allison N Tegge
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA; Department of Statistics, Virginia Tech, Blacksburg, VA, USA
| | - William H Craft
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA; Graduate Program in Translational Biology, Medicine, and Health, Virginia Tech, USA
| | - Devin C Tomlinson
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA; Graduate Program in Translational Biology, Medicine, and Health, Virginia Tech, USA
| | - Liqa N Athamneh
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA
| | - Warren K Bickel
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA.
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Strickland JC, Gelino BW, Rabinowitz JA, Ford MR, Dayton L, Latkin C, Reed DD. Temporal reliability and stability of delay discounting: A 2-year repeated assessments study of the Monetary Choice Questionnaire. Exp Clin Psychopharmacol 2023; 31:902-907. [PMID: 37184943 PMCID: PMC10527392 DOI: 10.1037/pha0000651] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
The Monetary Choice Questionnaire (MCQ) is one of the most commonly used measures to assess delay discounting of reward. Reliable measurement by the MCQ is necessary for use in experimental settings or prognostic validity within clinical contexts. The present analysis expands prior work to evaluate temporal reliability and stability over an extended period, including repeated measurements, a larger and more broadly representative sample, and demonstrations of covariation with clinically significant health behaviors (e.g., cigarette use, COVID-19 vaccination, body mass index). Participants (N = 680; 55.6% female) were recruited through crowdsourcing and completed the MCQ approximately quarterly over 2 years. Measures of reliability, stability, and correlations with clinical constructs were determined for each timepoint and pairwise comparison. Test-retest reliabilities were high across all pairwise comparisons (all rxx > .75; range = .78-.86; mean = .83). Stability was also high with within-subject effect size differences all within a less-than-small effect size range (range dz = -0.09 to 0.19; mean = 0.04). Positive associations between smoking status and delay discounting rates were observed consistent with prior clinical studies. These findings of test durability support the use of MCQ administration for repeated measurement of delay-constrained choice as a stable respondent characteristic and illustrate its association with important health behaviors over extended time periods. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Affiliation(s)
- Justin C Strickland
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine
| | - Brett W Gelino
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine
| | - Jill A Rabinowitz
- Department of Mental Health, Johns Hopkins University Bloomberg School of Public Health
| | - Magdalene R Ford
- Department of Biology, Johns Hopkins University School of Arts & Sciences
| | - Lauren Dayton
- Department of Health, Behavior and Society, Johns Hopkins University Bloomberg School of Public Health
| | - Carl Latkin
- Department of Health, Behavior and Society, Johns Hopkins University Bloomberg School of Public Health
| | - Derek D Reed
- Cofrin Logan Center for Addiction Research and Treatment, University of Kansas
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Lungwitz EA, Dzemidzic M, Shen YI, Plawecki MH, Oberlin BG. Brain response in heavy drinkers during cross-commodity alcohol and money discounting with potentially real rewards: A preliminary study. DRUG AND ALCOHOL DEPENDENCE REPORTS 2023; 8:100175. [PMID: 37753349 PMCID: PMC10518510 DOI: 10.1016/j.dadr.2023.100175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 06/09/2023] [Accepted: 06/12/2023] [Indexed: 09/28/2023]
Abstract
Background Alcohol use disorder (AUD) is associated with exaggerated preference for immediate rewards, a candidate endophenotype for use disorders. Addiction symptomology is often well-described by the preference for immediate intoxication over other delayed prosocial rewards. We measured brain activation in AUD-implicated regions during a cross-commodity delay discounting (CCD) task with choices for immediate alcohol and delayed money. Methods Heavy drinkers (n=24) experienced a brief intravenous alcohol infusion prime, regained sobriety, then chose between 'One Shot' and delayed money in an adjusting delay CCD task (sober and intoxicated); also during fMRI (sober). Participants also performed a behavioral sensation seeking task and completed self-report inventories of other risk factors. We assessed brain activation to choices representing immediate intoxication versus delayed money rewards in a priori regions of interest defined within the framework of Addictions NeuroImaging Assessment. Results Activation to CCD choice versus control trials activated paralimbic and ventral frontal cortical regions, including orbital and medial prefrontal cortex, posterior cingulate/retrosplenial cortex, angular and superior frontal gyri. We detected no differences between immediate or delayed choices. Left medial orbitofrontal cortex activation correlated with alcohol-induced wanting for alcohol; females showed greater activation than males. Behavioral sensation seeking correlated with right nucleus accumbens task engagement. Conclusions Alcohol decision-making elicited activation in regions governing reward, introspection, and executive decision-making in heavy drinkers, demonstrating the utility of laboratory tasks designed to better model real-world choice. Our findings suggest that the brain processes subserving immediate and delayed choices are mostly overlapping, even with varied commodities.
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Affiliation(s)
- Elizabeth A. Lungwitz
- Department of Psychiatry, Indiana University School of Medicine (IUSM); 355 W 16th St, Ste 4800; Indianapolis, IN 46202, USA
| | - Mario Dzemidzic
- Department of Neurology, IUSM; 355 W 16th St, Ste 4600; Indianapolis, IN 46202, USA
- Department of Radiology and Imaging Sciences, Center for Neuroimaging, IUSM; 355 W 16th St, Ste 4100; Indianapolis, IN 46202, USA
| | - Yitong I. Shen
- Department of Psychiatry, Indiana University School of Medicine (IUSM); 355 W 16th St, Ste 4800; Indianapolis, IN 46202, USA
| | - Martin H. Plawecki
- Department of Psychiatry, Indiana University School of Medicine (IUSM); 355 W 16th St, Ste 4800; Indianapolis, IN 46202, USA
| | - Brandon G. Oberlin
- Department of Psychiatry, Indiana University School of Medicine (IUSM); 355 W 16th St, Ste 4800; Indianapolis, IN 46202, USA
- Department of Neurology, IUSM; 355 W 16th St, Ste 4600; Indianapolis, IN 46202, USA
- Department of Psychology, Indiana University Purdue University Indianapolis; 402 N Blackford St, LD124; Indianapolis, IN 46202, USA
- Stark Neurosciences Research Institute, IUSM; 320 W 15th St, Ste 414; Indianapolis, IN 46202 USA
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11
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Loya JM, Benitez B, Kiluk BD. The Effect of Cognitive Behavioral Therapy on Impulsivity in Addictive Disorders: a Narrative Review. CURRENT ADDICTION REPORTS 2023; 10:485-493. [PMID: 38269068 PMCID: PMC10805411 DOI: 10.1007/s40429-023-00491-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/30/2023] [Indexed: 01/26/2024]
Abstract
Purpose of Review Impulsivity is considered an important construct in the cycle of addiction, yet the effect of evidence-based treatments on impulsivity is unclear. The goal of this paper was to review the evidence regarding the effect of cognitive behavioral therapy (CBT), one of the most studied psychotherapies for addiction, on measures of impulsivity in addictive disorders. Recent Findings There is a robust literature implicating impulsivity as risk factor for development of a range of addictions and poorer treatment outcomes. However, this review identified only four randomized controlled trials evaluating CBT for an addictive behavior that included repeated assessment of impulsivity. All four were studies targeting substance use. Summary There is limited evidence that CBT has a direct effect on change in measures of impulsivity among individuals being treated for substance use. Future clinical trials should include repeated measurement of impulsivity to examine CBT's effect on the underlying characteristics of addiction.
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Affiliation(s)
- Jennifer M. Loya
- Department of Psychiatry, Yale School of Medicine, New Haven, CT 06510, USA
| | - Bryan Benitez
- Department of Psychiatry, Yale School of Medicine, New Haven, CT 06510, USA
| | - Brian D. Kiluk
- Department of Psychiatry, Yale School of Medicine, New Haven, CT 06510, USA
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12
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Exum AC, Sutton CA, Bellitti JS, Yi R, Fazzino TL. Delay discounting and substance use treatment outcomes: A systematic review focused on treatment outcomes and discounting methodology. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2023; 149:209037. [PMID: 37072099 PMCID: PMC10429418 DOI: 10.1016/j.josat.2023.209037] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 02/07/2023] [Accepted: 04/07/2023] [Indexed: 04/20/2023]
Abstract
INTRODUCTION Delay discounting-the tendency to choose small, immediate rewards over larger, delayed rewards-is robustly associated with substance use. Delay discounting may present challenges in treatment for substance use disorders, as individuals with elevated discounting may struggle to wait for the long-term rewards that come from abstinence, which may yield poorer treatment outcomes. However, evidence on the role of discounting in treatment outcomes has been inconsistent. The study conducted a systematic review of the literature to characterize the prospective effects of delay discounting measured pre-treatment on substance use treatment outcomes, with a focus on characterizing findings across: 1) type of treatment outcome and 2) methodology used to assess and characterize discounting. METHOD A systematic literature search identified N = 17 studies that examined the association between delay discounting at treatment entry (pre-treatment) and substance use treatment outcomes. Findings were reported across the following substance use treatment outcomes: abstinence, relapse, use frequency and related problems, and treatment adherence. Findings regarding discounting methodology were reported by type of discounting measure (adjusting choice task, fixed choice task, or experiential task) and parameter used to characterize discounting (k, log transformed k (lnk), and area under the curve). RESULTS Delay discounting at treatment entry was not consistently associated with substance use treatment outcomes when examined across all studies overall (47 %) or by treatment outcome (0-40 % for most outcomes). The majority of studies (64 %) that used an adjusting choice, computer-based task reported a significant association between discounting and treatment outcomes, whereas few studies that used a fixed choice or experiential task reported significant associations with treatment outcomes (0-25 %). Most studies (71 %) that used the lnk parameter to characterize discounting reported significant associations between discounting and a range of treatment outcomes. In contrast, few studies that used k or AUC (25-33 %) reported significant associations between discounting and treatment outcomes. CONCLUSION When examined overall and by treatment outcome, evidence did not consistently indicate that delay discounting was prospectively associated with substance use treatment outcomes. However, delay discounting at treatment entry was more commonly associated with a variety of poorer treatment outcomes when researchers used more fine-grained methods to characterize discounting.
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Affiliation(s)
- Alexis C Exum
- Department of Psychology, University of Kansas, Lawrence, KS, United States of America; Cofrin Logan Center for Addiction Research and Treatment, University of Kansas, Lawrence, KS, United States of America
| | - Cassandra A Sutton
- Department of Psychology, University of Kansas, Lawrence, KS, United States of America; Cofrin Logan Center for Addiction Research and Treatment, University of Kansas, Lawrence, KS, United States of America
| | - Joseph S Bellitti
- Department of Psychology, University of Kansas, Lawrence, KS, United States of America; Cofrin Logan Center for Addiction Research and Treatment, University of Kansas, Lawrence, KS, United States of America
| | - Richard Yi
- Department of Psychology, University of Kansas, Lawrence, KS, United States of America; Cofrin Logan Center for Addiction Research and Treatment, University of Kansas, Lawrence, KS, United States of America
| | - Tera L Fazzino
- Department of Psychology, University of Kansas, Lawrence, KS, United States of America; Cofrin Logan Center for Addiction Research and Treatment, University of Kansas, Lawrence, KS, United States of America.
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13
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Drouin O, Perez T, Barnett TA, Ducharme FM, Fleegler E, Garg A, Lavoie K, Li P, Métras MÉ, Sultan S, Tse SM, Zhao J. Impact of Unmet Social Needs, Scarcity, and Future Discounting on Adherence to Treatment in Children With Asthma: Protocol for a Prospective Cohort Study. JMIR Res Protoc 2023; 12:e37318. [PMID: 36881458 PMCID: PMC10131837 DOI: 10.2196/37318] [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: 09/27/2022] [Revised: 11/08/2022] [Accepted: 11/18/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Asthma is one of the most prevalent chronic diseases of childhood and disproportionately affects children with lower socioeconomic status. Controller medications such as inhaled corticosteroids significantly reduce asthma exacerbations and improve symptoms. However, a large proportion of children still have poor asthma control, in part owing to suboptimal adherence. Financial barriers contribute to hindering adherence, as do behavioral factors related to low income. For example, unmet social needs for food, lodging, and childcare may create stress and worry in parents, negatively influencing medication adherence. These needs are also cognitively taxing and force families to focus on immediate needs, leading to scarcity and heightening future discounting; thus, there is the tendency to attribute greater value to the present than to the future in making decisions. OBJECTIVE In this project, we will investigate the relationship between unmet social needs, scarcity, and future discounting as well as their predictive power over time on medication adherence in children with asthma. METHODS This 12-month prospective observational cohort study will recruit 200 families of children aged 2 to 17 years at the Asthma Clinic of the Centre Hospitalier Universitaire Sainte-Justine, a tertiary care pediatric hospital in Montreal, Canada. The primary outcome will be adherence to controller medication, measured using the proportion of prescribed days covered during follow-up. Exploratory outcomes will include health care use. The main independent variables will be unmet social needs, scarcity, and future discounting, measured using validated instruments. These variables will be measured at recruitment as well as at 6- and 12-month follow-ups. Covariates will include sociodemographics, disease and treatment characteristics, and parental stress. Primary analysis will compare adherence to controller medication, measured using the proportion of prescribed days covered, between families with versus those without unmet social needs during the study period using multivariate linear regression. RESULTS The research activities of this study began in December 2021. Participant enrollment and data collection began in August 2022 and are expected to continue until September 2024. CONCLUSIONS This project will allow the documentation of the impact of unmet social needs, scarcity, and future discounting on adherence in children with asthma using robust metrics of adherence and validated measures of scarcity and future discounting. If the relationship between unmet social needs, behavioral factors, and adherence is supported by our findings, this will suggest the potential for novel targets for integrated social care interventions to improve adherence to controller medication and reduce risk across the life course for vulnerable children with asthma. TRIAL REGISTRATION ClinicalTrials.gov NCT05278000; https://clinicaltrials.gov/ct2/show/NCT05278000. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) PRR1-10.2196/37318.
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Affiliation(s)
- Olivier Drouin
- CHU Sainte-Justine Research Centre, Montreal, QC, Canada
- Division of General Pediatrics, Department of Pediatrics, CHU Sainte-Justine, Montréal, QC, Canada
- Department of Pediatrics, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada
- Department of Social and Preventive Medicine, School of Public Health, Université de Montréal, Montreal, QC, Canada
| | - Tamara Perez
- CHU Sainte-Justine Research Centre, Montreal, QC, Canada
| | - Tracie A Barnett
- CHU Sainte-Justine Research Centre, Montreal, QC, Canada
- Department of Family Medicine, Faculty of Medicine, McGill University, Montreal, QC, Canada
| | - Francine M Ducharme
- Department of Pediatrics, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada
- Clinical Research and Knowledge Transfer Research Centre, Department of Pediatrics, CHU Sainte-Justine, Montreal, QC, Canada
| | - Eric Fleegler
- Division of Emergency Medicine, Boston Children's Hospital, Boston, MA, United States
- Department of Pediatrics, Harvard Medical School, Boston, MA, United States
| | - Arvin Garg
- Department of Pediatrics, University of Massachusetts Medical School, Boston, MA, United States
- Division of General Academic Pediatrics, Department of Pediatrics, Boston Medical Center and School of Medicine, Boston University, Boston, MA, United States
| | - Kim Lavoie
- Montreal Behavioural Medicine Centre, CIUSSS du Nord-de-l'Ile-de-Montreal, Montreal, QC, Canada
- Department of Psychology, Université de Quebec à Montreal, Montreal, QC, Canada
| | - Patricia Li
- Centre for Outcomes Research and Evaluation, McGill University Health Centre Research Institute, Montreal, QC, Canada
- Department of Pediatrics, McGill University, Montreal, QC, Canada
- Division of General Pediatrics, Montreal Children's Hospital, Montreal, QC, Canada
| | - Marie-Élaine Métras
- Pharmacy Department and Pharmacy Practice Research Unit, CHU Sainte-Justine, Montreal, QC, Canada
| | - Serge Sultan
- Department of Pediatrics, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada
- Department of Psychology, Faculty of Arts and Sciences, Université de Montréal, Montreal, QC, Canada
| | - Sze Man Tse
- Division of General Pediatrics, Department of Pediatrics, CHU Sainte-Justine, Montréal, QC, Canada
- Division of Respiratory Medicine, Department of Pediatrics, Sainte-Justine University Hospital Center, University of Montreal, Montreal, QC, Canada
| | - Jiaying Zhao
- Department of Psychology, University of British Columbia, Vancouver, BC, Canada
- Institute for Resources, Environment and Sustainability, University of British Columbia, Vancouver, BC, Canada
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14
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Brown CRH, Faulkner P. Smokers' Affective Responses to COVID-19-Related Health Warnings on Cigarette Packets: The Influence of Delay Discounting. Nicotine Tob Res 2023; 25:221-227. [PMID: 34468005 PMCID: PMC8499830 DOI: 10.1093/ntr/ntab176] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Accepted: 08/31/2021] [Indexed: 01/11/2023]
Abstract
INTRODUCTION The addition of graphic health warnings to cigarette packets can facilitate smoking cessation, primarily through their ability to elicit a negative affective response. Smoking has been linked to COVID-19 mortality, thus making it likely to elicit a strong affective response in smokers. COVID-19-related health warnings (C19HW) may therefore enhance graphic health warnings compared to traditional health warnings (THW). Further, because impulsivity influences smoking behaviors, we also examined whether these affective responses were associated with delay discounting. METHODS In a between-subjects design, 240 smokers rated the valence and arousal elicited by tobacco packaging that contained either a C19HW or THW (both referring to death). Participants also completed questionnaires to quantify delay discounting, and attitudes towards COVID-19 and smoking (eg, health risks, motivation to quit). RESULTS There were no differences between the two health warning types on either valence or arousal, nor any secondary outcome variables. There was, however, a significant interaction between health warning type and delay discounting on arousal ratings. Specifically, in smokers who exhibit low delay discounting, C19HWs elicited significantly greater subjective arousal rating than did THWs, whereas there was no significant effect of health warning type on arousal in smokers who exhibited high delay discounting. CONCLUSION The results suggest that in smokers who exhibit low impulsivity (but not high impulsivity) C19HWs may be more arousing than THWs. Future work is required to explore the long-term utility of C19HWs, and to identify the specific mechanism by which delay discounting moderates the efficacy of tobacco health warnings. IMPLICATIONS The study is the first to explore the impact of COVID-19-related health warnings on cigarette packaging. The results suggest that COVID-19-related warnings elicit a similar level of negative emotional arousal, relative to traditional warnings. However, COVID-19 warnings, specifically, elicit especially strong emotional responses in less impulsive smokers, who report low delay discounting. Therefore, there is preliminary evidence supporting COVID-19 related warnings for tobacco products to aid smoking cessation. Additionally, there is novel evidence that, for some warnings, high impulsiveness may be a factor in reduced warning efficacy, which may explain poorer cessation success in this population.
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Affiliation(s)
- Chris R H Brown
- Department of Psychology, University of Roehampton, London, UK
| | - Paul Faulkner
- Department of Psychology, University of Roehampton, London, UK
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15
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Soutschek A, Bulley A, Wittekind CE. Metacognitive deficits are associated with lower sensitivity to preference reversals in nicotine dependence. Sci Rep 2022; 12:19787. [PMID: 36396945 PMCID: PMC9671892 DOI: 10.1038/s41598-022-24332-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 11/14/2022] [Indexed: 11/19/2022] Open
Abstract
Deficits in impulse control belong to the core profile of nicotine dependence. Smokers might thus benefit from voluntarily self-restricting their access to the immediate temptation of nicotine products (precommitment) in order to avoid impulse control failures. However, little is known about how smokers' willingness to engage in voluntary self-restrictions is determined by metacognitive insight into their general preferences for immediate over delayed rewards. Here, with a series of monetary intertemporal choice tasks, we provide empirical evidence for reduced metacognitive accuracy in smokers relative to non-smokers and show that smokers overestimate the subjective value of delayed rewards relative to their revealed preferences. In line with the metacognitive deficits, smokers were also less sensitive to the risk of preference reversals when deciding whether or not to restrict their access to short-term financial rewards. Taken together, the current findings suggest that deficits not only in impulse control but also in metacognition may hamper smokers' resistance to immediate rewards and capacity to pursue long-term goals.
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Affiliation(s)
- Alexander Soutschek
- grid.5252.00000 0004 1936 973XChair of Experimental and General Psychology, Department of Psychology, Ludwig Maximilian University Munich, Leopoldstr. 13, 80802 Munich, Germany
| | - Adam Bulley
- grid.1013.30000 0004 1936 834XThe University of Sydney, School of Psychology and Brain and Mind Centre, Sydney, Australia ,grid.38142.3c000000041936754XDepartment of Psychology, Harvard University, Cambridge, USA
| | - Charlotte E. Wittekind
- grid.5252.00000 0004 1936 973XChair of Clinical Psychology, Department of Psychology, Ludwig Maximilian University Munich, Munich, Germany
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16
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Shevorykin A, Carl E, Mahoney MC, Hanlon CA, Liskiewicz A, Rivard C, Alberico R, Belal A, Bensch L, Vantucci D, Thorner H, Marion M, Bickel WK, Sheffer CE. Transcranial Magnetic Stimulation for Long-Term Smoking Cessation: Preliminary Examination of Delay Discounting as a Therapeutic Target and the Effects of Intensity and Duration. Front Hum Neurosci 2022; 16:920383. [PMID: 35874156 PMCID: PMC9300313 DOI: 10.3389/fnhum.2022.920383] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Accepted: 06/20/2022] [Indexed: 11/17/2022] Open
Abstract
Background Repetitive transcranial magnetic stimulation (rTMS) is a novel treatment for smoking cessation and delay discounting rate is novel therapeutic target. Research to determine optimal therapeutic targets and dosing parameters for long-term smoking cessation is needed. Due to potential biases and confounds introduced by the COVID-19 pandemic, we report preliminary results from an ongoing study among participants who reached study end prior to the pandemic. Methods In a 3 × 2 randomized factorial design, participants (n = 23) received 900 pulses of 20 Hz rTMS to the left dorsolateral prefrontal cortex (PFC) in one of three Durations (8, 12, or 16 days of stimulation) and two Intensities (1 or 2 sessions per day). We examined direction and magnitude of the effect sizes on latency to relapse, 6-month point-prevalence abstinence rates, research burden, and delay discounting rates. Results A large effect size was found for Duration and a medium for Intensity for latency to relapse. Increasing Duration increased the odds of abstinence 7–8-fold while increasing Intensity doubled the odds of abstinence. A large effect size was found for Duration, a small for Intensity for delay discounting rate. Increasing Duration and Intensity had a small effect on participant burden. Conclusion Findings provide preliminary support for delay discounting as a therapeutic target and for increasing Duration and Intensity to achieve larger effect sizes for long-term smoking cessation and will provide a pre-pandemic comparison for data collected during the pandemic. Clinical Trial Registration [www.ClinicalTrials.gov], identifier [NCT03865472].
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Affiliation(s)
- Alina Shevorykin
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States
| | - Ellen Carl
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States
| | - Martin C Mahoney
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States
| | - Colleen A Hanlon
- Wake Forest School of Medicine, Winston-Salem, NC, United States
| | | | - Cheryl Rivard
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States
| | - Ronald Alberico
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States
| | - Ahmed Belal
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States
| | - Lindsey Bensch
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States
| | - Darian Vantucci
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States
| | - Hannah Thorner
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States
| | - Matthew Marion
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States
| | - Warren K Bickel
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, United States
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17
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Delay Discounting in Gambling Disorder: Implications in Treatment Outcome. J Clin Med 2022; 11:jcm11061611. [PMID: 35329937 PMCID: PMC8955705 DOI: 10.3390/jcm11061611] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 02/21/2022] [Accepted: 03/12/2022] [Indexed: 02/04/2023] Open
Abstract
Impulsive choice, measured by delay discounting (DD) tasks, has been shown in patients with gambling disorders (GD). However, the impact of DD and treatment outcome has been scarcely explored in GD patients. The aims of this study were: (1) to examine the baseline association between DD and clinical variables in GD patients depending on their age and gambling preferences (strategic vs. non-strategic); and (2) to estimate the predictive role of DD on poorer outcomes of cognitive-behavioral therapy (CBT) when considering also the effect of other clinical variables. 133 treatment-seeking male GD patients were evaluated at baseline with a DD task and measures of GD severity, personality traits and psychopathology. Treatment outcome was measured in terms of dropout from CBT and relapses. Results showed baseline associations between DD and GD severity (correlation coefficient R = 0.408 among strategic gamblers and R = 0.279 among mixed gamblers) and between DD and positive/negative urgency (R = 0.330 for the youngest patients, R = 0.244 for middle age, and around R = 0.35 for gamblers who reported preferences for strategic games). Other personality traits such as high harm avoidance and low cooperativeness were also related to DD at baseline (R = 0.606 among strategic gamblers). Regarding treatment outcome, a steeper discount rate predicted a higher risk of relapses in strategic gamblers (odds ratio OR = 3.01) and middle-age ones (OR = 1.59), and a higher risk of dropout in younger gamblers (OR = 1.89), non-strategic gamblers (OR = 1.70) and mixed gamblers (R = 4.74). GD severity mediated the associations between age, DD, personality traits and poor CBT outcome. In conclusion, impulsive choice affects treatment response in individuals with GD and may interfere with it to a significant extent. Considering DD in GD, patients seeking treatment could help control its impact on treatment adherence and relapses.
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18
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Athamneh LN, Lemos RF, Basso JC, Tomlinson DC, Craft WH, Stein MD, Bickel WK. The phenotype of recovery II: The association between delay discounting, self-reported quality of life, and remission status among individuals in recovery from substance use disorders. Exp Clin Psychopharmacol 2022; 30:59-72. [PMID: 33001696 PMCID: PMC9843550 DOI: 10.1037/pha0000389] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Quality of life (QOL) and delay discounting (preference for smaller, immediate rewards) are significantly associated with substance use status, severity, and treatment outcomes. Associations between delay discounting and QOL among individuals in recovery from substance use have not been investigated. In this 2-study investigation, using data collected from The International Quit & Recovery Registry, we examined the association between QOL, discounting rates, and remission status among individuals in recovery from SUD. Study 1 (N = 166) investigated the relationship between delay discounting and QOL among individuals in recovery from SUD. Study 2 (N = 282) aimed to validate and extend the results of Study 1 by assessing the association between the remission status, delay discounting, and QOL among individuals in recovery from alcohol use disorder (AUD). In both studies, delay discounting was a significant predictor of QOL domains of physical health, psychological, and environment even after controlling for age, gender, race, ethnicity, education, and days since last use. In Study 2, a mediation analysis using Hayes's methods revealed that the association between the remission status and QOL domains of physical health, psychological and environment were partially mediated by the discounting rates. The current study expands the generality of delay discounting and indicates that discounting rates predict QOL and remission status among individuals in recovery from substance use disorders. This finding corroborates the recent characterizations of delay discounting as a candidate behavioral marker of addiction and may help identify subgroups that require special treatment or unique interventions to overcome their addiction. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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Affiliation(s)
- Liqa N. Athamneh
- Addiction Recovery Research Center, Fralin Biomedical Research Institute at VTC,Center for Transformative Research on Health Behaviors, Fralin Biomedical Research Institute at VTC
| | - Roberta Freitas Lemos
- Addiction Recovery Research Center, Fralin Biomedical Research Institute at VTC,Center for Transformative Research on Health Behaviors, Fralin Biomedical Research Institute at VTC
| | - Julia C. Basso
- Addiction Recovery Research Center, Fralin Biomedical Research Institute at VTC,Center for Transformative Research on Health Behaviors, Fralin Biomedical Research Institute at VTC
| | - Devin C. Tomlinson
- Addiction Recovery Research Center, Fralin Biomedical Research Institute at VTC,Graduate Program in Translational Biology, Medicine, and Health, Virginia Polytechnic Institute and State University
| | - William H. Craft
- Addiction Recovery Research Center, Fralin Biomedical Research Institute at VTC,Graduate Program in Translational Biology, Medicine, and Health, Virginia Polytechnic Institute and State University
| | - Madison D. Stein
- Center for Transformative Research on Health Behaviors, Fralin Biomedical Research Institute at VTC
| | - Warren K. Bickel
- Addiction Recovery Research Center, Fralin Biomedical Research Institute at VTC,Center for Transformative Research on Health Behaviors, Fralin Biomedical Research Institute at VTC
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19
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Basso JC, Satyal MK, Athamneh L, Bickel WK. Changes in temporal discounting, hedonic hunger, and food addiction during recovery from substance misuse. Appetite 2022; 169:105834. [PMID: 34871591 PMCID: PMC8790806 DOI: 10.1016/j.appet.2021.105834] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 10/26/2021] [Accepted: 11/30/2021] [Indexed: 02/06/2023]
Abstract
Substance use disorders (SUDs) and obesity are both chronic, relapsing, remitting disorders that arise from a heightened preference for immediate-focused rewards (i.e., steep temporal discounting). During recovery from SUDs, overweight and obese outcomes are common as individuals may replace drug rewards for food rewards. However, little has been done to investigate the neuropsychological processes underlying food reward and addiction in individuals recovering from SUDs. Using data collected from the International Quit and Recovery Registry and Amazon Mechanical Turk, we aimed to elucidate the factors that influence the attraction to palatable foods in a population in recovery from substance misuse (n = 114) as well as a population with no history of substance misuse (n = 97). We hypothesized that individuals in recovery from substance misuse would have steeper temporal discounting, an increased drive for palatable foods (i.e., hedonic hunger), and greater food addiction symptoms than non-substance users. Contrary to our hypotheses, we found that individuals in recovery from SUDs show improved outcomes in temporal discounting, hedonic hunger, and food addiction symptoms. Moreover, recovery status and temporal discounting significantly predicted these outcomes. Our findings suggest that the enhanced executive control processes needed for successful SUD recovery may transfer to other reward-related processes such as food reward and consumption. Interventions targeted at improving executive function including episodic future thinking, meditation, or exercise, may be excellent ways to support a successful recovery and improve other reward-related processes, including food consumption, to decrease the risk of overweight or obese outcomes during recovery.
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Affiliation(s)
- Julia C Basso
- Addiction Recovery Research Center, Fralin Biomedical Research Institute at VTC, 2 Riverside Circle, Roanoke, VA, USA; Center for Transformative Research on Health Behaviors, Fralin Biomedical Research Institute at VTC, 1 Riverside Circle, Roanoke, VA, USA; Department of Human Nutrition, Foods and Exercise, Virginia Tech, 1981, Kraft Dr., Blacksburg, VA, USA
| | - Medha K Satyal
- Graduate Program in Translational Biology, Medicine, and Health, Virginia Tech, 1981, Kraft Dr., Blacksburg, VA, USA
| | - Liqa Athamneh
- Addiction Recovery Research Center, Fralin Biomedical Research Institute at VTC, 2 Riverside Circle, Roanoke, VA, USA
| | - Warren K Bickel
- Addiction Recovery Research Center, Fralin Biomedical Research Institute at VTC, 2 Riverside Circle, Roanoke, VA, USA; Center for Transformative Research on Health Behaviors, Fralin Biomedical Research Institute at VTC, 1 Riverside Circle, Roanoke, VA, USA.
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20
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Stein JS, Brown JM, Tegge AN, Freitas-Lemos R, Koffarnus MN, Bickel WK, Madden GJ. Choice Bundling Increases Valuation of Delayed Losses More Than Gains in Cigarette Smokers. Front Behav Neurosci 2022; 15:796502. [PMID: 35095439 PMCID: PMC8793342 DOI: 10.3389/fnbeh.2021.796502] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Accepted: 12/21/2021] [Indexed: 11/25/2022] Open
Abstract
Choice bundling, in which a single choice produces a series of repeating consequences over time, increases valuation of delayed monetary and non-monetary gains. Interventions derived from this manipulation may be an effective method for mitigating the elevated delay discounting rates observed in cigarette smokers. No prior work, however, has investigated whether the effects of choice bundling generalize to reward losses. In the present study, an online panel of cigarette smokers (N = 302), recruited using survey firms Ipsos and InnovateMR, completed assessments for either monetary gains or losses (randomly assigned). In Step 1, participants completed a delay-discounting task to establish Effective Delay 50 (ED50), or the delay required for an outcome to lose half of its value. In Step 2, participants completed three conditions of an adjusting-amount task, choosing between a smaller, sooner (SS) adjusting amount and a larger, later (LL) fixed amount. The bundle size (i.e., number of consequences) was manipulated across conditions, where a single choice produced either 1 (control), 3, or 9 consequences over time (ascending/descending order counterbalanced). The delay to the first LL amount in each condition, as well as the intervals between all additional SS and LL amounts (where applicable), were set to individual participants’ ED50 values from Step 1 to control for differences in discounting of gains and losses. Results from Step 1 showed significantly higher ED50 values (i.e., less discounting) for losses compared to gains (p < 0.001). Results from Step 2 showed that choice bundling significantly increased valuation of both LL gains and losses (p < 0.001), although effects were significantly greater for losses (p < 0.01). Sensitivity analyses replicated these conclusions. Future research should examine the potential clinical utility of choice bundling, such as development of motivational interventions that emphasize both the bundled health gains associated with smoking cessation and the health losses associated with continued smoking.
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Affiliation(s)
- Jeffrey S. Stein
- Fralin Biomedical Research Institute at VTC, Roanoke, VA, United States
- Department of Human Nutrition, Foods, and Exercise, Virginia Tech, Blacksburg, VA, United States
- *Correspondence: Jeffrey S. Stein,
| | - Jeremiah M. Brown
- Fralin Biomedical Research Institute at VTC, Roanoke, VA, United States
- Department of Human Nutrition, Foods, and Exercise, Virginia Tech, Blacksburg, VA, United States
| | - Allison N. Tegge
- Fralin Biomedical Research Institute at VTC, Roanoke, VA, United States
| | | | - Mikhail N. Koffarnus
- Department of Family and Community Medicine, University of Kentucky, Lexington, KY, United States
| | - Warren K. Bickel
- Fralin Biomedical Research Institute at VTC, Roanoke, VA, United States
| | - Gregory J. Madden
- Department of Psychology, Utah State University, Logan, UT, United States
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21
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Borland R, Le Grande M, Heckman BW, Fong GT, Bickel WK, Stein JS, East KA, Hall PA, Cummings KM. The Predictive Utility of Valuing the Future for Smoking Cessation: Findings from the ITC 4 Country Surveys. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19020631. [PMID: 35055452 PMCID: PMC8776177 DOI: 10.3390/ijerph19020631] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 12/07/2021] [Accepted: 12/22/2021] [Indexed: 02/01/2023]
Abstract
Background: Delay discounting (DD) and time perspective (TP) are conceptually related constructs that are theorized as important determinants of the pursuit of future outcomes over present inclinations. This study explores their predictive relationships for smoking cessation. Methods: 5006 daily smokers at a baseline wave provided 6710 paired observations of quitting activity between two waves. Data are from the International Tobacco Control (ITC) smoking and vaping surveys with samples from the USA, Canada, England, and Australia, across three waves conducted in 2016, 2018 and 2020. Smokers were assessed for TP and DD, plus smoking-specific predictors at one wave of cessation outcomes defined as either making a quit attempt and/or success among those who tried to quit which was ascertained at the subsequent survey wave. Results: TP and DD were essentially uncorrelated. TP predicted making quit attempts, both on its own and controlling for other potential predictors but was negatively associated with quit success. By contrast, DD was not related to making quit attempts, but high DD predicted relapse. The presence of financial stress at baseline resulted in some moderation of effects. Conclusions: Understanding the mechanisms of action of TP and DD can advance our understanding of, and ability to enhance, goal-directed behavioural change. TP appears to contribute to future intention formation, but not necessarily practical thought of how to achieve goals. DD is more likely an index of capacity to effectively generate competing future possibilities in response to immediate gratification.
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Affiliation(s)
- Ron Borland
- School of Psychological Sciences, University of Melbourne, Parkville 3010, Australia;
- Correspondence:
| | - Michael Le Grande
- School of Psychological Sciences, University of Melbourne, Parkville 3010, Australia;
| | - Bryan W. Heckman
- Department of Psychiatry & Behavioral Sciences, Medical University of South Carolina, Charleston, SC 29425, USA; (B.W.H.); (K.M.C.)
- Center for the Study of Social Determinants of Health, Meharry Medical College, Nashville, TN 37208, USA
| | - Geoffrey T. Fong
- Department of Psychology, University of Waterloo, Waterloo, ON N2L 3G1, Canada;
- School of Public Health Sciences, University of Waterloo, Waterloo, ON N2L 3G1, Canada; (K.A.E.); (P.A.H.)
- Ontario Institute for Cancer Research, Toronto, ON N2L 3G1, Canada
| | - Warren K. Bickel
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA 24016, USA; (W.K.B.); (J.S.S.)
| | - Jeff S. Stein
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA 24016, USA; (W.K.B.); (J.S.S.)
| | - Katherine A. East
- School of Public Health Sciences, University of Waterloo, Waterloo, ON N2L 3G1, Canada; (K.A.E.); (P.A.H.)
- Department of Addictions, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London SE5 8AF, UK
| | - Peter A. Hall
- School of Public Health Sciences, University of Waterloo, Waterloo, ON N2L 3G1, Canada; (K.A.E.); (P.A.H.)
| | - Kenneth Michael Cummings
- Department of Psychiatry & Behavioral Sciences, Medical University of South Carolina, Charleston, SC 29425, USA; (B.W.H.); (K.M.C.)
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22
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Jarmolowicz DP, Greer BD, Killeen PR, Huskinson SL. Applied Quantitative Analysis of Behavior: What It Is, and Why We Care-Introduction to the Special Section. Perspect Behav Sci 2021; 44:503-516. [PMID: 35098022 PMCID: PMC8738785 DOI: 10.1007/s40614-021-00323-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/10/2021] [Indexed: 01/05/2023] Open
Abstract
Science evolves from prior approximations of its current form. Interest in changes in species over time was not a new concept when Darwin made his famous voyage to the Galapagos Islands; concern with speciation stretches back throughout the history of modern thought. Behavioral science also does and must evolve. Such change can be difficult, but it can also yield great dividends. The focus of the current special section is on a common mutation that appears to have emerged across these areas and the critical features that define an emerging research area-applied quantitative analysis of behavior (AQAB). In this introduction to the "Special Issue on Applications of Quantitative Methods," we will outline some of the common characteristics of research in this area, an exercise that will surely be outdated as the research area continues to progress. In doing so, we also describe how AQAB is relevant to theory, behavioral pharmacology, applied behavior analysis, and health behaviors. Finally, we provide a summary for the articles that appear in this special issue. The authors of these papers are all thinking outside the Skinner box, creating new tools and approaches, and testing them against relevant data. If we can keep up this evolution of methods and ideas, behavior analysis will regain its place at the head of the table!
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Affiliation(s)
- David P. Jarmolowicz
- Department of Applied Behavioral Science, University of Kansas, Lawrence, KS USA
- Cofrin Logan Center for Addiction Research and Treatment, University of Kansas, Lawrence, KS USA
- Healthcare Institute for Improvements in Quality (Hi -IQ), University of Missouri, Kansas City, MO USA
| | - Brian D. Greer
- Severe Behavior Program, Children’s Specialized Hospital–Rutgers University Center for Autism Research, Education, and Services (CSH–RUCARES), Somerset, NJ USA
- Department of Pediatrics, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ USA
| | - Peter R. Killeen
- Department of Psychology, Arizona State University, Tempe, AZ USA
| | - Sally L. Huskinson
- Department of Psychiatry and Human Behavior, University of Mississippi Medical Center, Jackson, MS USA
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23
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O’Connor RJ, Carl E, Shevorykin A, Stein JS, Vantucci D, Liskiewicz A, Bensch L, Thorner H, Marion M, Hyland A, Sheffer CE. Internal Validity of Two Promising Methods of Altering Temporal Orientation among Cigarette Smokers. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182312601. [PMID: 34886327 PMCID: PMC8656890 DOI: 10.3390/ijerph182312601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 11/19/2021] [Accepted: 11/22/2021] [Indexed: 11/16/2022]
Abstract
Relapse to smoking continues to be among the most urgent global health concerns. Novel, accessible, and minimally invasive treatments to aid in smoking cessation are likely to improve the reach and efficacy of smoking cessation treatment. Encouraging prospection by decreasing delay discounting (DD) is a new therapeutic target in the treatment of smoking cessation. Two early-stage interventions, delivered remotely and intended to increase prospection, decrease DD and promote cessation are Episodic Future Thinking (EFT) and Future Thinking Priming (FTP). EFT and FTP have demonstrated at least modest reductions in delay discounting, but understanding whether these interventions are internally valid (i.e., are accomplishing the stated intention) is key. This study examined the internal validity of EFT and FTP. Participants (n = 20) seeking to quit smoking were randomly assigned to active or control conditions of EFT and FTP. Linguistic Inquiry Word Count (LIWC2015) was used to examine the language participants used while engaged in the tasks. Results revealed significant differences in the language participants used in the active and control conditions. Women employed more words than men, but no other demographic differences were found in language. The active conditions for both tasks showed a greater emphasis on future orientation. Risk-avoidance was significantly higher in the active vs. control condition for EFT. Remote delivery of both EFT and FTP was valid and feasible as participants adhered to instructions in the remote prompts, and trends in DD were in the expected directions.
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Affiliation(s)
- Richard J. O’Connor
- Roswell Park Comprehensive Cancer Center, Buffalo, NY 14203, USA; (R.J.O.); (A.S.); (D.V.); (A.L.); (L.B.); (H.T.); (M.M.); (A.H.); (C.E.S.)
| | - Ellen Carl
- Roswell Park Comprehensive Cancer Center, Buffalo, NY 14203, USA; (R.J.O.); (A.S.); (D.V.); (A.L.); (L.B.); (H.T.); (M.M.); (A.H.); (C.E.S.)
- Correspondence:
| | - Alina Shevorykin
- Roswell Park Comprehensive Cancer Center, Buffalo, NY 14203, USA; (R.J.O.); (A.S.); (D.V.); (A.L.); (L.B.); (H.T.); (M.M.); (A.H.); (C.E.S.)
| | - Jeffrey S. Stein
- Center for Transformative Research on Health Behaviors, Fralin Biomedical Research Institute at VTC, 1 Riverside Circle, Roanoke, VA 24016, USA;
| | - Darian Vantucci
- Roswell Park Comprehensive Cancer Center, Buffalo, NY 14203, USA; (R.J.O.); (A.S.); (D.V.); (A.L.); (L.B.); (H.T.); (M.M.); (A.H.); (C.E.S.)
| | - Amylynn Liskiewicz
- Roswell Park Comprehensive Cancer Center, Buffalo, NY 14203, USA; (R.J.O.); (A.S.); (D.V.); (A.L.); (L.B.); (H.T.); (M.M.); (A.H.); (C.E.S.)
| | - Lindsey Bensch
- Roswell Park Comprehensive Cancer Center, Buffalo, NY 14203, USA; (R.J.O.); (A.S.); (D.V.); (A.L.); (L.B.); (H.T.); (M.M.); (A.H.); (C.E.S.)
| | - Hannah Thorner
- Roswell Park Comprehensive Cancer Center, Buffalo, NY 14203, USA; (R.J.O.); (A.S.); (D.V.); (A.L.); (L.B.); (H.T.); (M.M.); (A.H.); (C.E.S.)
| | - Matthew Marion
- Roswell Park Comprehensive Cancer Center, Buffalo, NY 14203, USA; (R.J.O.); (A.S.); (D.V.); (A.L.); (L.B.); (H.T.); (M.M.); (A.H.); (C.E.S.)
| | - Andrew Hyland
- Roswell Park Comprehensive Cancer Center, Buffalo, NY 14203, USA; (R.J.O.); (A.S.); (D.V.); (A.L.); (L.B.); (H.T.); (M.M.); (A.H.); (C.E.S.)
| | - Christine E. Sheffer
- Roswell Park Comprehensive Cancer Center, Buffalo, NY 14203, USA; (R.J.O.); (A.S.); (D.V.); (A.L.); (L.B.); (H.T.); (M.M.); (A.H.); (C.E.S.)
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24
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Fu W, Huang Z, Li J, Dong Q, Li Y, Li G, Xu Y, Xue B, Li Z, Chen C, Sun S, Zhang Y, Hou Z, Xie J. Reduced sensitivity to delayed time and delayed reward of the post-operative insular glioma patients in delay discounting. Neuroimage Clin 2021; 33:102895. [PMID: 34864287 PMCID: PMC8648800 DOI: 10.1016/j.nicl.2021.102895] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 11/19/2021] [Accepted: 11/20/2021] [Indexed: 11/21/2022]
Abstract
Previous studies have shown that the insula is closely related to addiction, and the structure's role in delay discounting can be measured by a specific task, but the specific role of the insula has been less studied. In this study, we first conducted a lesion study in which we recruited healthy controls (n = 30) and patients with unilateral insula injury (n = 16) to complete a behavioral delay discounting task. Then we conducted a functional magnetic resonance imaging (fMRI) study, and a separate group healthy volunteers (n = 51) completed a delay discounting task during the fMRI scan. The lesion study showed a significant difference between the two groups in the delay discounting task, which revealed that insula injury was associated with impaired decision making. The fMRI study revealed choice-sensitive insula activation that was modulated by delayed time and delayed reward, indicating an important role of the insula in delay discounting. Overall, our results provide evidence for a role of the insular lobe in delay discounting and suggests that this structure may be considered an important factor in the future treatment and diagnosis of addiction disorders.
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Affiliation(s)
- Wenjin Fu
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, PR China
| | - Zhenxing Huang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China; National Clinical Research Center for Neurological Diseases (China), Beijing 100070, China; Department of Critical Care Medicine, Qilu Hospital of Shandong University, Ji'nan 250012, China
| | - Jun Li
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, PR China
| | - Qi Dong
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, PR China
| | - Yang Li
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, PR China
| | - Gen Li
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China; National Clinical Research Center for Neurological Diseases (China), Beijing 100070, China
| | - Yaokai Xu
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China; National Clinical Research Center for Neurological Diseases (China), Beijing 100070, China
| | - Bowen Xue
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China; National Clinical Research Center for Neurological Diseases (China), Beijing 100070, China
| | - Zhenye Li
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China; National Clinical Research Center for Neurological Diseases (China), Beijing 100070, China
| | - Chuansheng Chen
- Department of Psychology and Social Behavior, University of California, Irvine CA 92697, United States
| | - Shengjun Sun
- National Clinical Research Center for Neurological Diseases (China), Beijing 100070, China; Neuroimaging Center, Beijing Neurosurgical Institute, Capital Medical University, Beijing 100070, China
| | - Yazhuo Zhang
- National Clinical Research Center for Neurological Diseases (China), Beijing 100070, China; Beijing Neurosurgical Institute, Capital Medical University, Beijing 100070, China
| | - Zonggang Hou
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China; National Clinical Research Center for Neurological Diseases (China), Beijing 100070, China.
| | - Jian Xie
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China; National Clinical Research Center for Neurological Diseases (China), Beijing 100070, China.
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25
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The phenotype of recovery VII: Delay discounting mediates the relationship between time in recovery and recovery progress. J Subst Abuse Treat 2021; 136:108665. [PMID: 34895955 PMCID: PMC8940660 DOI: 10.1016/j.jsat.2021.108665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 09/02/2021] [Accepted: 11/10/2021] [Indexed: 11/20/2022]
Abstract
INTRODUCTION Substance use disorders (SUDs) remain challenging maladies to treat in the United States and impose significant societal costs. Despite these challenges, a significant number of individuals endorse being in recovery from SUD. The scientific understanding of SUD recovery has evolved to include not only improvements in substance use but also improvements in personal wellness and psychosocial functioning. The devaluation of future rewards (delay discounting; DD) is broadly associated with SUD inception and outcomes. We sought to investigate the relationship between DD, time in recovery, and recovery progress. METHODS We conducted an online assessment of 127 individuals in recovery from SUD who the study recruited via the International Quit and Recovery Registry (IQRR). The research team obtained measures of recovery progress via the Addiction Recovery Questionnaire (ARQ) and the Treatment Effectiveness Assessment (TEA). Additionally, the study collected measures of DD, time in recovery, and endorsement of abstinence in recovery (i.e., requiring abstinence vs. not). We utilized linear regression to test for associations among these variables and performed a mediation analysis to test the role of DD in mediating the relationship between time in recovery and measures of recovery progress. RESULTS Time in recovery was positively associated with the ARQ (p < .001) and TEA (p < .001). Furthermore, an individual's delay discounting rate mediated the relationship between time in recovery and ARQ/TEA. Of the participants, 66% endorsed recovery requiring total abstinence from alcohol and drugs. Last, through an exhaustive model selection, the study did not find an individual's endorsement of abstinence in recovery to be a primary predictor of recovery progress. CONCLUSIONS This study presents evidence that, for individuals in recovery, the temporal view (i.e., focus on immediate vs. future rewards) is a significant influence on recovery progress. Additionally, an individual's endorsement of abstinence in recovery was not significantly associated with recovery progress, suggesting the importance of a holistic view of SUD recovery. These findings contribute to the understanding of recovery as a multidimensional process and provide further support for DD as a behavioral marker of addiction.
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26
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Shevorykin A, Bickel WK, Carl E, Sheffer CE. Future Thinking Priming Especially Effective at Modifying Delay Discounting Rates among Cigarette Smokers. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:8717. [PMID: 34444463 PMCID: PMC8393805 DOI: 10.3390/ijerph18168717] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 08/08/2021] [Accepted: 08/13/2021] [Indexed: 11/16/2022]
Abstract
BACKGROUND Tobacco use remains one of the world's greatest preventable causes of death and disease. While most smokers want to quit, few are successful, highlighting a need for novel therapeutic approaches to support cessation efforts. Lower delay discounting (DD) rates are associated with increased smoking cessation success. Future thinking priming (FTP) reliably reduces DD rates in large populations. Smokers consistently discount more than nonsmokers, and evidence suggests that changes in DD rates are rate dependent. This study examined whether smoking status moderated the effect of FTP on DD rates and, if so, if the moderation effect could be attributed to differences in baseline rates of DD. METHODS Moderation analysis was conducted to determine whether the effect of FTP, versus neutral priming (NP), on DD differed among smokers and nonsmokers. RESULTS Smoking status moderated the effect of condition (FTP vs. NP) on post-intervention DD scores (b = -0.2919, p = 0.0124) and DD change scores (b = -0.2975, p = 0.0130). There was no evidence of rate dependence effects in the current sample. CONCLUSIONS FTP had a greater effect on decreasing DD rates among smokers than nonsmokers. FTP is effective and simple to administer, which makes it a promising therapeutic approach for aiding smoking cessation.
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Affiliation(s)
- Alina Shevorykin
- Department of Health Behavior, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14203, USA; (E.C.); (C.E.S.)
| | - Warren K. Bickel
- Virginia Tech, The Fralin Biomedical Research Institute at VTC, Roanoke, VA 24016, USA;
| | - Ellen Carl
- Department of Health Behavior, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14203, USA; (E.C.); (C.E.S.)
| | - Christine E. Sheffer
- Department of Health Behavior, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14203, USA; (E.C.); (C.E.S.)
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27
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Turner JK, Athamneh LN, Basso JC, Bickel WK. The phenotype of recovery V: Does delay discounting predict the perceived risk of relapse among individuals in recovery from alcohol and drug use disorders. Alcohol Clin Exp Res 2021; 45:1100-1108. [PMID: 33742491 DOI: 10.1111/acer.14600] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 02/26/2021] [Accepted: 03/04/2021] [Indexed: 12/27/2022]
Abstract
BACKGROUND Substance use recovery is a dynamic process. Relapse, often part of the recovery process, is a persistent problem for individuals seeking freedom from their harmful substance use and has become a focus of research on the improvement of recovery outcomes. Delay discounting is associated with substance use disorder severity, both its negative outcomes and the propensity to relapse. However, the association between delay discounting and perceived risk of relapse as measured by the Alcohol Warning of Relapse Questionnaire has not previously been examined in a population of individuals in long-term recovery from substance misuse. METHODS In this study, using data collected from the International Quit and Recovery Registry, we investigated the association between delay discounting, self-reported time in recovery, and perceived risk of relapse. Data from 193 individuals self-reporting to be in recovery from harmful substance use were included in the study. RESULTS Delay discounting rates were significantly negatively associated with length of recovery (p = 0.036) and positively with perceived risk of relapse (p = 0.027) even after controlling for age, gender, education, marital status, ethnicity, race, primary substance, and length in the registry. Moreover, a mediation analysis using Hayes' methods revealed that the association between the length of recovery and perceived relapse risk was partially mediated by delay discounting, accounting for 21.2% of the effect. CONCLUSIONS Our finding supports previous characterizations of delay discounting as a candidate behavioral marker of substance misuse and may help to identify individuals at higher perceived risk of relapse in an extended recovery population.
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Affiliation(s)
- Jamie K Turner
- Addiction Recovery Research Center, Fralin Biomedical Research Institute at VTC, Roanoke, VA, USA.,Center for Transformative Research on Health Behaviors, Fralin Biomedical Research Institute at VTC, Roanoke, VA, USA
| | - Liqa N Athamneh
- Addiction Recovery Research Center, Fralin Biomedical Research Institute at VTC, Roanoke, VA, USA.,Center for Transformative Research on Health Behaviors, Fralin Biomedical Research Institute at VTC, Roanoke, VA, USA
| | - Julia C Basso
- Addiction Recovery Research Center, Fralin Biomedical Research Institute at VTC, Roanoke, VA, USA.,Center for Transformative Research on Health Behaviors, Fralin Biomedical Research Institute at VTC, Roanoke, VA, USA
| | - Warren K Bickel
- Addiction Recovery Research Center, Fralin Biomedical Research Institute at VTC, Roanoke, VA, USA.,Center for Transformative Research on Health Behaviors, Fralin Biomedical Research Institute at VTC, Roanoke, VA, USA
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28
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Forster SE, Steinhauer SR, Ortiz A, Forman SD. Evaluating effects of episodic future thinking on valuation of delayed reward in cocaine use disorder: a pilot study. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2021; 47:199-208. [PMID: 33539190 DOI: 10.1080/00952990.2020.1865997] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Background: Episodic future thinking (EFT; i.e., envisioning oneself in future contexts) has been demonstrated to reduce discounting of future reward in healthy adults. While this approach has the potential to support future-oriented decision-making in substance use recovery, the impact of EFT on discounting behavior in illicit stimulant users has not yet been evaluated.Objectives: This pilot study aimed to (1) assess the feasibility of utilizing EFT methods in individuals with cocaine use disorder (CUD) and (2) conduct preliminary measurement of the EFT effect on discounting behavior in this population.Methods: Eighteen treatment-seeking individuals with CUD (17 males) were interviewed about positive and neutral events expected to occur at a range of future latencies. Future event information identified by participants was subsequently included on a subset of trials in an intertemporal choice task to promote EFT; within-subject differences in discounting between standard and EFT conditions were evaluated.Results: Participants identified relevant events and demonstrated decreased discounting of future reward when event descriptors were included (relative to discounting without event descriptors; p = .039). It was further noted that most events identified by participants were goals, rather than plans or significant dates.Conclusion: While methods previously used to study the effect of EFT on discounting behavior in healthy individuals are also effective in individuals with CUD, methodological factors - including types of events identified - should be carefully considered in future work. These preliminary findings suggest that EFT can reduce impulsive decision-making in cocaine use disorder and may therefore have therapeutic value.
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Affiliation(s)
- Sarah E Forster
- VISN 4 Mental Illness Research, Education, and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA.,Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA
| | - Stuart R Steinhauer
- VISN 4 Mental Illness Research, Education, and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA.,Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA
| | - Andrea Ortiz
- VISN 4 Mental Illness Research, Education, and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA
| | - Steven D Forman
- VISN 4 Mental Illness Research, Education, and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA.,Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA
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Czuczman C, Thompson M, Wileyto EP, Schnoll R, Metzger D, Leone F, Mounzer K, Gross R, Ashare RL. No differences in delay discounting between smokers with and without HIV. Psychopharmacology (Berl) 2021; 238:529-537. [PMID: 33180174 PMCID: PMC7855959 DOI: 10.1007/s00213-020-05701-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Accepted: 10/30/2020] [Indexed: 10/23/2022]
Abstract
RATIONALE People with HIV (PWH) smoke cigarettes at much higher rates than the general population and evidence-based cessation methods are less effective, putting PWH at greater risk for negative health outcomes. It is critical to identify the factors that underlie this health disparity. Delay discounting-the decline in the value of a reward when it is delayed-may explain this disparity. OBJECTIVES This study aimed to (1) compare delay discounting between adult smokers with HIV and without HIV and (2) evaluate whether acute smoking abstinence disproportionately increases delay discounting among smokers with HIV. METHODS This sub-study was part of a larger study (NCT03169101) examining predictors of smoking cessation outcomes among smokers with HIV (n = 34) and smokers without HIV (n = 46) at two counterbalanced laboratory sessions (once smoking-as-usual and once following 24-h biochemically confirmed abstinence) then again, after 8 weeks of smoking cessation treatment. RESULTS There were no significant differences in delay discounting rates between HIV status groups (p = 0.49) or within-subject abstinence effects (p = 0.70). However, smokers without HIV exhibited a significant increase in delay discounting following smoking cessation treatment compared to baseline (p = 0.02), whereas the change among smokers with HIV did not reach statistical significance (p = 0.09). CONCLUSIONS These findings do not support differences in delay discounting as a reason for the lower success rates of HIV+ smokers at quitting. Although delay discounting may not explain the disparity in smoking rates between people with and without HIV, future work should focus on additional correlates of higher smoking rates and lower quit rates among people with HIV.
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Affiliation(s)
- Cory Czuczman
- Department of Psychiatry, University of Pennsylvania, 3535 Market Street, Suite, Philadelphia, PA, 4100, USA
| | - Morgan Thompson
- Department of Psychiatry, University of Pennsylvania, 3535 Market Street, Suite, Philadelphia, PA, 4100, USA
| | - E Paul Wileyto
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA, USA
| | - Robert Schnoll
- Department of Psychiatry, University of Pennsylvania, 3535 Market Street, Suite, Philadelphia, PA, 4100, USA
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA
| | - David Metzger
- Department of Psychiatry, University of Pennsylvania, 3535 Market Street, Suite, Philadelphia, PA, 4100, USA
| | - Frank Leone
- Pulmonary, Allergy, and Critical Care Division, University of Pennsylvania Presbyterian Medical Center, 51 N. 39th Street, Philadelphia, PA, USA
| | - Karam Mounzer
- Philadelphia FIGHT, 1233 Locust St., Philadelphia, PA, USA
| | - Robert Gross
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA, USA
| | - Rebecca L Ashare
- Department of Psychiatry, University of Pennsylvania, 3535 Market Street, Suite, Philadelphia, PA, 4100, USA.
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Conti AA, Baldacchino AM. Neuroanatomical Correlates of Impulsive Choices and Risky Decision Making in Young Chronic Tobacco Smokers: A Voxel-Based Morphometry Study. Front Psychiatry 2021; 12:708925. [PMID: 34526922 PMCID: PMC8435625 DOI: 10.3389/fpsyt.2021.708925] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Accepted: 08/13/2021] [Indexed: 11/29/2022] Open
Abstract
Introduction: Impairments in the multifaceted neuropsychological construct of cognitive impulsivity are a main feature of chronic tobacco smokers. According to the literature, these cognitive impairments are relevant for the initiation and maintenance of the smoking behavior. However, the neuroanatomical correlates of cognitive impulsivity in chronic smokers remain under-investigated. Methods: A sample of 28 chronic smokers (mean age = 28 years) not affected by polysubstance dependence and 24 matched non-smoker controls was recruited. Voxel Based Morphometry (VBM) was employed to assess Gray Matter (GM) volume differences between smokers and non-smokers. The relationships between GM volume and behavioral manifestations of impulsive choices (5 trial adjusting delay discounting task, ADT-5) and risky decision making (Cambridge Gambling Task, CGT) were also investigated. Results: VBM results revealed GM volume reductions in cortical and striatal brain regions of chronic smokers compared to non-smokers. Additionally, smokers showed heightened impulsive choices (p < 0.01, Cohen's f = 0.50) and a riskier decision- making process (p < 0.01, Cohen's f = 0.40) compared to non-smokers. GM volume reductions in the left Anterior Cingulate Cortex (ACC) correlated with impaired impulsive and risky choices, while GM volume reductions in the left Ventrolateral Prefrontal Cortex (VLPFC) and Caudate correlated with heightened impulsive choices. Reduced GM volume in the left VLPFC correlated with younger age at smoking initiation (mean = 16 years). Conclusion: Smokers displayed significant GM volume reductions and related cognitive impulsivity impairments compared to non-smoker individuals. Longitudinal studies would be required to assess whether these impairments underline neurocognitive endophenotypes or if they are a consequence of tobacco exposure on the adolescent brain.
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Affiliation(s)
- Aldo Alberto Conti
- Division of Population and Behavioral Science, University of St. Andrews School of Medicine, St. Andrews, United Kingdom
| | - Alexander Mario Baldacchino
- Division of Population and Behavioral Science, University of St. Andrews School of Medicine, St. Andrews, United Kingdom
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31
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Tomlinson DC, Tegge AN, Athamneh LN, Bickel WK. The phenotype of recovery IV: Delay discounting predicts perceived stress and a chance locus of control in individuals in recovery from substance use disorders. Addict Behav Rep 2020; 12:100320. [PMID: 33364328 PMCID: PMC7752727 DOI: 10.1016/j.abrep.2020.100320] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 11/09/2020] [Accepted: 11/25/2020] [Indexed: 12/18/2022] Open
Abstract
OBJECTIVE Understanding individuals who are successful in recovery from substance use disorders will help to inform treatments and preventative measures. Stress has been shown to be associated with both substance use and relapse. Delay discounting is associated with risk of substance use; it is predictive of treatment outcomes and maintained abstinence. Associations between perceived stress, beliefs about locus of control, and delay discounting have yet to be assessed in individuals in recovery from substance use disorder. METHODS Data from 93 individuals in recovery from substance use recruited from the International Quit and Recovery Registry (IQRR) were analyzed. Individuals completed the adjusting amount delay discounting procedure to obtain delay discounting rates. Level of perceived stress was assessed by the Perceived Stress Scale (PSS). An individual's belief about locus of control was assessed using the Internality, Powerful Others and Chance Scale (IPCS). RESULTS Delay discounting was a significant predictor of perceived stress and scores associated with beliefs about a Chance locus of control (i.e., belief that events that occur in an individual's life are because of chance or luck), even after controlling for demographic characteristics. Time in recovery was also predictive of levels of perceived stress; this relationship was mediated by delay discounting. CONCLUSION The present study indicates that delay discounting can predict perception of stress and beliefs about a chance locus of control in individuals in recovery. This information may help understand, identify, and assist individuals whomay need different, new, or more intensive interventions for their substance use disorder.
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Affiliation(s)
- Devin C. Tomlinson
- Fralin Biomedical Research Institute at VTC, Roanoke, VA, USA
- Graduate Program in Translational Biology, Medicine and Health, Virginia Tech, Blacksburg, VA, USA
| | - Allison N. Tegge
- Fralin Biomedical Research Institute at VTC, Roanoke, VA, USA
- Department of Statistics, Virginia Tech, Blacksburg, VA, USA
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32
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Stancato SS, Schneider TD, Reed DD, Lemley SM, Carrillo A, Jarmolowicz DP. Reinforcer pathology II: Reward magnitude, reward delay, and demand for alcohol collectively relate to college students' alcohol related problems. J Exp Anal Behav 2020; 114:354-367. [PMID: 33184869 DOI: 10.1002/jeab.635] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Revised: 09/30/2020] [Accepted: 10/12/2020] [Indexed: 01/08/2023]
Abstract
The reinforcer pathologies model of addiction posits that two characteristic patterns of operant behavior characterize addiction. Specifically, individuals suffering from addiction have elevated levels of behavioral economic demand for their substances of abuse and have an elevated tendency to devalue delayed rewards (reflected in high delay discounting rates). Prior research has demonstrated that these behavioral economic markers are significant predictors of many of college students' alcohol-related problems. Delay discounting, however, is a complex behavioral performance likely undergirded by multiple behavioral processes. Emerging analytical approaches have isolated the role of participants' sensitivity to changes in reinforcer magnitude and changes in reinforcer delay. The current study uses these analytic approaches to compare participants' discounting of money versus alcohol, and to build regression models that leverage these new insights to predict a wider range of college students' alcohol related problems. Using these techniques, we were able to 1) demonstrate that individuals differed in their sensitivity to magnitudes of alcohol versus money, but not sensitivity to delays to those commodities and 2) that we could use our behavioral economic measures to predict a range of students' alcohol related problems.
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Affiliation(s)
| | | | - Derek D Reed
- University of Kansas.,Cofrin Logan Center for Addiction Research and Treatment
| | | | | | - David P Jarmolowicz
- University of Kansas.,Cofrin Logan Center for Addiction Research and Treatment
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33
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Athamneh LN, Stein JS, Bickel WK. Narrative theory III: Evolutionary narratives addressing mating motives change discounting and tobacco valuation. Exp Clin Psychopharmacol 2020; 28:276-290. [PMID: 31424235 PMCID: PMC7028457 DOI: 10.1037/pha0000315] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Relationships between discounting and addictive behaviors have both state- and trait-based components. Evolutionarily driven motives may trigger risk-taking behaviors, and narratives might be used to alter the temporal window of reward valuation. The current investigation-in 2 separate studies-sought to understand the basic effects of narratives on smoking behavior by examining the effect of mating narratives on the discounting rates of cigarette smokers. Using data collected online, Study 1 (N = 132) assessed the within-individual effect of a mating narrative describing a long-term romantic relationship on rates of discounting after being randomly assigned to 1 of 2 narratives (romance or control) and Study 2 (N = 273) assessed the between-individual effect of 2 mating narratives (1 describing a long-term romantic relationship and 1 describing a short-term sexual encounter) on rates of discounting, craving, and cigarette valuation after being randomly assigned to 1 of 3 motivational narratives (romance, sex, or control). Reading the romance narrative decreased rates of discounting (i.e., increased preference for larger delayed rewards), compared to a control narrative (Studies 1 and 2). In contrast, reading the sexual narrative increased discounting (i.e., decreased preference for larger delayed rewards). Moreover, the romance narrative significantly decreased craving of cigarettes while the sexual narrative increased cigarette valuation (Study 2). These findings suggest that mating narratives may be useful in manipulating the temporal window of reward valuation, relevant for altering demand and craving, and may show potential as a component of future behavioral addiction interventions. Given the small effect sizes, replicating the study in future research will be beneficial. (PsycInfo Database Record (c) 2020 APA, all rights reserved).
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Affiliation(s)
- Liqa N. Athamneh
- Fralin Biomedical Research Institute at VTC, Virginia Polytechnic Institute and State University
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34
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Sheffer CE, Stein JS, Petrucci C, Mahoney MC, Johnson S, Giesie P, Carl E, Krupski L, Tegge AN, Reid ME, Bickel WK, Hyland A. Tobacco Dependence Treatment in Oncology: Initial Patient Clinical Characteristics and Outcomes from Roswell Park Comprehensive Cancer Center. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E3907. [PMID: 32486463 PMCID: PMC7312979 DOI: 10.3390/ijerph17113907] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Revised: 05/11/2020] [Accepted: 05/22/2020] [Indexed: 01/28/2023]
Abstract
Despite the importance of smoking cessation to cancer care treatment, historically, few cancer centers have provided treatment for tobacco dependence. To address this gap, the National Cancer Institute (NCI) launched the Cancer Center Cessation Initiative (C3i). As part of this effort, this study examined implementation outcomes in a cohort of cancer survivors (CSs) who smoked cigarettes in the first year of an ongoing process to develop and implement a robust Tobacco Treatment Service at Roswell Park Comprehensive Cancer Center. We provide a comprehensive description of the new tobacco use assessment and referral process, and of the characteristics of cancer survivors who agreed to treatment including traditional tobacco-related psychosocial and cancer treatment-related characteristics and novel characteristics such as delay discounting rates. We also examine characteristic differences among those who agreed to treatment between those who attended and those who did not attend treatment. As the new tobacco assessment was implemented, the number of referrals increased dramatically. The mean number of treatment sessions attended was 4.45 (SD = 2.98) and the six-month point prevalence intention to treat abstinence rate among those who attended was 22.7%. However, only 6.4% agreed to treatment and 4% attended at least one treatment session. A large proportion of cancer survivors who agreed to treatment were women, of older age, of lower socioeconomic status (SES), and who had high levels of depressive symptomology. The findings demonstrate that the implementation of system changes can significantly improve the identification of cancer survivors who use tobacco and are referred to tobacco use treatment. Among those who attend, treatment is effective. However, the findings also suggest that a systematic assessment of barriers to engagement is needed and that cancer survivors may benefit from additional treatment tailoring. We present plans to address these implementation challenges. Systematic electronic medical record (EMR)-sourced referral to tobacco treatment is a powerful tool for reaching cancer survivors who smoke, but more research is needed to determine how to enhance engagement and tailor treatment processes.
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Affiliation(s)
- Christine E. Sheffer
- Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA; (C.P.); (M.C.M.); (S.J.); (P.G.); (E.C.); (L.K.); (M.E.R.); (A.H.)
| | - Jeffrey S. Stein
- Fralin Biomedical Research Institute at VTC, Roanoke, VA 24016, USA; (J.S.S.); (A.N.T.); (W.K.B.)
| | - Cara Petrucci
- Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA; (C.P.); (M.C.M.); (S.J.); (P.G.); (E.C.); (L.K.); (M.E.R.); (A.H.)
| | - Martin C. Mahoney
- Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA; (C.P.); (M.C.M.); (S.J.); (P.G.); (E.C.); (L.K.); (M.E.R.); (A.H.)
| | - Shirley Johnson
- Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA; (C.P.); (M.C.M.); (S.J.); (P.G.); (E.C.); (L.K.); (M.E.R.); (A.H.)
| | - Pamela Giesie
- Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA; (C.P.); (M.C.M.); (S.J.); (P.G.); (E.C.); (L.K.); (M.E.R.); (A.H.)
| | - Ellen Carl
- Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA; (C.P.); (M.C.M.); (S.J.); (P.G.); (E.C.); (L.K.); (M.E.R.); (A.H.)
| | - Laurie Krupski
- Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA; (C.P.); (M.C.M.); (S.J.); (P.G.); (E.C.); (L.K.); (M.E.R.); (A.H.)
| | - Allison N. Tegge
- Fralin Biomedical Research Institute at VTC, Roanoke, VA 24016, USA; (J.S.S.); (A.N.T.); (W.K.B.)
| | - Mary E. Reid
- Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA; (C.P.); (M.C.M.); (S.J.); (P.G.); (E.C.); (L.K.); (M.E.R.); (A.H.)
| | - Warren K. Bickel
- Fralin Biomedical Research Institute at VTC, Roanoke, VA 24016, USA; (J.S.S.); (A.N.T.); (W.K.B.)
| | - Andrew Hyland
- Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA; (C.P.); (M.C.M.); (S.J.); (P.G.); (E.C.); (L.K.); (M.E.R.); (A.H.)
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Carl E, Liskiewicz A, Rivard C, Alberico R, Belal A, Mahoney MC, Quisenberry AJ, Bickel WK, Sheffer CE. Dosing parameters for the effects of high-frequency transcranial magnetic stimulation on smoking cessation: study protocol for a randomized factorial sham-controlled clinical trial. BMC Psychol 2020; 8:42. [PMID: 32357940 PMCID: PMC7193364 DOI: 10.1186/s40359-020-00403-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Accepted: 04/05/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Despite the considerable success of comprehensive tobacco control efforts, tobacco use remains one of the greatest preventable causes of death and disease today. Over half of all smokers in the US make quit attempts every year, but over 90% relapse within 12 months, choosing the immediate reinforcement of smoking over the long-term benefits of quitting. Conceptual and empirical evidence supports continued investigation of high frequency repetitive transcranial magnetic stimulation (rTMS) of the left dorsolateral prefrontal cortex in reducing relapse and decreasing cigarette consumption. While this evidence is compelling, an optimal dosing strategy must be determined before a long-term efficacy trial can be conducted. The goal of this study is to determine a dosing strategy for 20 Hz rTMS that will produce the best long-term abstinence outcomes with the fewest undesirable effects. METHODS This is a fully crossed, double-blinded, sham-controlled, 3x2x2 randomized factorial study. The three factors are duration (stimulation days: 8, 12, and 16); intensity (900 or 1800 pulses per day); and sham control. Participants (n = 258) will consist of adults (18-65) who are motivated to quit smoking cigarettes and who will be followed for 6 months post-quit. Outcomes include latency to relapse, point prevalence abstinence rates, delay discounting rates, cognitive-behavioral skills acquisition, and multiple measures of potential undesirable effects that impact participant compliance. DISCUSSION This study integrates existing theoretical concepts and methodologies from neuropsychology, behavioral economics, brain stimulation, clinical psychology, and the evidence-based treatment of tobacco dependence in the development of a promising and innovative approach to treat tobacco dependence. This study will establish an optimal dosing regimen for efficacy testing. Findings are expected to have a significant influence on advancing this approach as well as informing future research on clinical approaches that combine rTMS with other evidence-based treatments for tobacco dependence and perhaps other addictions. TRIAL REGISTRATION Clinical Trials NCT03865472 (retrospectively registered). The first participant was fully enrolled on November 26, 2018. Registration was posted on March 7, 2019.
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Affiliation(s)
- Ellen Carl
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14203, USA.
| | | | - Cheryl Rivard
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14203, USA
| | - Ronald Alberico
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14203, USA
| | - Ahmed Belal
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14203, USA
| | - Martin C Mahoney
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14203, USA
| | | | - Warren K Bickel
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, 24016, USA
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36
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García-Pérez Á, Weidberg S, González-Roz A, Alonso-Pérez F, Secades-Villa R. Relationship between delay discounting and depression in cigarette smokers and non-smokers. Addict Behav 2020; 103:106251. [PMID: 31874376 DOI: 10.1016/j.addbeh.2019.106251] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Revised: 12/03/2019] [Accepted: 12/03/2019] [Indexed: 02/06/2023]
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Coughlin LN, Tegge AN, Sheffer CE, Bickel WK. A Machine-Learning Approach to Predicting Smoking Cessation Treatment Outcomes. Nicotine Tob Res 2020; 22:415-422. [PMID: 30508122 PMCID: PMC7297111 DOI: 10.1093/ntr/nty259] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Accepted: 11/29/2018] [Indexed: 11/14/2022]
Abstract
AIMS Most cigarette smokers want to quit smoking and more than half make an attempt every year, but less than 10% remain abstinent for at least 6 months. Evidence-based tobacco use treatment improves the likelihood of quitting, but more than two-thirds of individuals relapse when provided even the most robust treatments. Identifying for whom treatment is effective will improve the success of our treatments and perhaps identify strategies for improving current approaches. METHODS Two cohorts (training: N = 90, validation: N = 71) of cigarette smokers enrolled in group cognitive-behavioral therapy (CBT). Generalized estimating equations were used to identify baseline predictors of outcome, as defined by breath carbon monoxide and urine cotinine. Significant measures were entered as candidate variables to predict quit status. The resulting decision trees were used to predict cessation outcomes in a validation cohort. RESULTS In the training cohort, the decision trees significantly improved on chance classification of smoking status following treatment and at 6-month follow-up. The first split of all decision trees, which was delay discounting, significantly improved on chance classification rates in both the training and validation cohort. Delay discounting emerged as the single best predictor of group CBT treatment response with an average baseline discount rate of ln(k) = -7.1, correctly predicting smoking status of 80% of participants at posttreatment and 81% of participants at follow-up. CONCLUSIONS This study provides a first step toward personalized care for smoking cessation though future work is needed to identify individuals that are likely to be successful in treatments beyond group CBT. IMPLICATIONS This study provides a first step toward personalized care for smoking cessation. Using a novel machine-learning approach, baseline measures of clinical and executive functioning are used to predict smoking cessation outcomes following group CBT. A decision point is recommended for the single best predictor of treatment outcomes, delay discounting, to inform future research or clinical practice in an effort to better allocate patients to treatments that are likely to work.
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Affiliation(s)
- Lara N Coughlin
- Addiction Recovery Research Center, Virginia Tech Carilion Research Institute, Roanoke, VA
- Department of Psychology, Virginia Tech, Blacksburg, VA
| | - Allison N Tegge
- Addiction Recovery Research Center, Virginia Tech Carilion Research Institute, Roanoke, VA
- Department of Statistics, Virginia Tech, Blacksburg, VA
| | - Christine E Sheffer
- Department of Health Behavior, Roswell Park Comprehensive Cancer Center, Buffalo, NY
| | - Warren K Bickel
- Addiction Recovery Research Center, Virginia Tech Carilion Research Institute, Roanoke, VA
- Department of Psychology, Virginia Tech, Blacksburg, VA
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Herman AM, Duka T. The Role of Impulsivity Facets on the Incidence and Development of Alcohol Use Disorders. Curr Top Behav Neurosci 2020; 47:197-221. [PMID: 32474898 DOI: 10.1007/7854_2020_137] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Alcohol Use Disorder (AUD) is a chronic relapsing disorder defined according to the Diagnostic and Statistical Manual of Mental Disorders 5 (DSM-5; American Psychiatric Association 2013), "by a cluster of behavioural and physical symptoms, which can include, withdrawal, tolerance and craving". Social, emotional, behavioural and cognitive factors are important contributors to AUD. Impulsivity, a multifaceted behavioural concept, defined as a predisposition for rapid and unplanned actions, without considering potential negative consequences of these actions, represents an important such factor. In this chapter, research on the role of distinct impulsivity dimensions in different severity stages of alcohol use is presented.Increased self-reported (trait) impulsivity and an inability to wait, as well as difficulty to adjust behaviour appropriately following a failure to withhold a response are observed across the spectrum of alcohol-use severities. Research on temporal impulsivity (inability to delay gratification) consistently shows deficits in more severe alcohol users. Data on temporal impulsivity in early stages of alcohol use are less consistent, with some studies showing no differences between high and moderate drinkers, while others indicating increased impulsivity in high alcohol users. Data on reflexion impulsivity are currently limited to draw conclusions. Recent research is also presented suggesting the importance of perception and interpretation of physiological and emotional signals on alcohol use behaviour highlighting the necessity of comprehensive integration of the field of the study of emotion and interoception with impulsivity research.
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Affiliation(s)
- Aleksandra M Herman
- Department of Psychology, Royal Holloway, University of London, Egham, UK.,School of Psychology, University of Sussex, Falmer, UK.,Sussex Addiction Research and Intervention Centre, University of Sussex, Falmer, UK
| | - Theodora Duka
- School of Psychology, University of Sussex, Falmer, UK. .,Sussex Addiction Research and Intervention Centre, University of Sussex, Falmer, UK.
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Schwebel FJ, Larimer ME. Text message reminders as an adjunct to a substance use intervention for adolescents and young adults: Pilot feasibility and acceptability findings. Digit Health 2020; 6:2055207620965052. [PMID: 33110614 PMCID: PMC7557673 DOI: 10.1177/2055207620965052] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Accepted: 09/16/2020] [Indexed: 01/23/2023] Open
Abstract
OBJECTIVE Text messaging has been proposed as a method for increasing the reach of interventions for harmful alcohol and other drug use. This paper describes the design of an automated text messaging adjunct to a substance use intervention intended to support adolescents and young adults attempting to change their alcohol and other drug use behavior. Feasibility and acceptability testing was conducted as part of this pilot study. METHOD Five focus groups were conducted to refine text message content and finalize pilot intervention design. Automated, daily, substance use-related reminder text messages were sent to pilot intervention participants (n = 39), who were recruited from outpatient treatment. RESULTS Of those who were invited, 63% enrolled in the study and 89.7% remained enrolled in the study as measured by completing at least one assessment after baseline. Participants reported a positive experience with the messages, particularly supportive/empowering messages and commitment reminder messages. CONCLUSIONS These findings suggest that text messaging is a feasible and acceptable method for delivery of substance use-related reminder content as an adjunct to substance use intervention.
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Affiliation(s)
- Frank J Schwebel
- Department of Psychology, Center for the Study of Health and Risk Behaviors, University of Washington, Seattle, USA
- Department of Psychology, Center on Alcoholism, Substance Abuse, and Addictions, University of New Mexico, Albuquerque, USA
| | - Mary E Larimer
- Department of Psychology, Center for the Study of Health and Risk Behaviors, University of Washington, Seattle, USA
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Pericot-Valverde I, Yoon JH, Gaalema DE. Single- and cross-commodity delay discounting of money and e-cigarette liquid in experienced e-cigarette users. Drug Alcohol Depend 2020; 206:107740. [PMID: 31778948 PMCID: PMC7250042 DOI: 10.1016/j.drugalcdep.2019.107740] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2019] [Revised: 11/05/2019] [Accepted: 11/11/2019] [Indexed: 11/18/2022]
Abstract
BACKGROUND Delay discounting (DD) research has improved our understanding of important behavioral processes associated with tobacco use. Little research has explored DD among e-cigarette users, and these studies have exclusively examined money as the only available commodity. This secondary analysis of a laboratory study explored discounting for money and e-liquid among e-cigarette users using two single-commodity discounting (SCD) tasks and one cross-commodity discounting (CCD) task. A secondary goal was to explore the extent to which results from the SCD and CCD tasks were correlated to each other and with measures of e-cigarette use. METHODS E-cigarette users (N = 27) completed two SCD tasks and one CCD task. The SCD tasks assessed choices between various amounts of either money now versus money later (M-M) or e-liquid now versus e-liquid later (mL-mL). The CCD task assessed choices between e-liquid now versus money later (mL-M). Discounting results were compared using logk and AUClog. RESULTS Discounting was greatest in the mL-mL task, followed by the M-M task, and then the mL-M task. AUClog and logk were significantly correlated across all discounting tasks. Attempts to quit vaping was positively associated with logk and negatively associated with AUClog and in both SCD tasks. CONCLUSIONS E-cigarette users discount e-liquid more than money in a SCD task. However, when the two commodities, money and e-liquid (CCD), are compared the substance of abuse is discounted to a lesser extent. Interventions that provide alternative reinforcers to compete with the reinforcing effects of nicotine intake may be especially indicated for treating e-cigarette dependence.
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Affiliation(s)
- Irene Pericot-Valverde
- School of Health Research, Clemson University, 605 Grove Road, Greenville, SC 29605, United States; Prisma Health-Upstate, Department of Internal Medicine, 701 Grove Road, Greenville, SC 29605, United States.
| | - Jin H Yoon
- Department of Psychiatry and Behavioral Sciences, University of Texas Health Science Center at Houston, 1941 East Road, Houston, TX 77054, United States
| | - Diann E Gaalema
- Vermont Center on Behavior and Health, 1 South Prospect Street, University of Vermont, Burlington, VT 05401, United States; Departments of Psychology and Psychiatry, 1 South Prospect Street, University of Vermont, Burlington, VT 05401, United States
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Oberlin BG, Shen YI, Kareken DA. Alcohol Use Disorder Interventions Targeting Brain Sites for Both Conditioned Reward and Delayed Gratification. Neurotherapeutics 2020; 17:70-86. [PMID: 31863407 PMCID: PMC7007465 DOI: 10.1007/s13311-019-00817-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Alcohol use disorder is a destructive compulsion characterized by chronic relapse and poor recovery outcomes. Heightened reactivity to alcohol-associated stimuli and compromised executive function are hallmarks of alcohol use disorder. Interventions targeting these two interacting domains are thought to ameliorate these altered states, but the mutual brain sites of action are yet unknown. Although interventions on alcohol cue reactivity affect reward area responses, how treatments alter brain responses when subjects exert executive effort to delay gratification is not as well-characterized. Focusing on interventions that could be developed into effective clinical treatments, we review and identify brain sites of action for these two categories of potential therapies. Using activation likelihood estimation (ALE) meta-analysis, we find that interventions on alcohol cue reactivity localize to ventral prefrontal cortex, dorsal anterior cingulate, and temporal, striatal, and thalamic regions. Interventions for increasing delayed reward preference elicit changes mostly in midline default mode network regions, including posterior cingulate, precuneus, and ventromedial prefrontal cortex-in addition to temporal and parietal regions. Anatomical co-localization of effects appears in the ventromedial prefrontal cortex, whereas effects specific to delay-of-gratification appear in the posterior cingulate and precuneus. Thus, the current available literature suggests that interventions in the domains of cue reactivity and delay discounting alter brain activity along midline default mode regions, specifically in the ventromedial prefrontal cortex for both domains, and the posterior cingulate/precuneus for delay-of-gratification. We believe that these findings could facilitate targeting and development of new interventions, and ultimately treatments of this challenging disorder.
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Affiliation(s)
- Brandon G Oberlin
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, USA.
- Department of Neurology, Indiana University School of Medicine, Indianapolis,, USA.
- Addiction Neuroscience Program, Department of Psychology, Indiana University Purdue University at Indianapolis, School of Science, Indianapolis, USA.
- Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis, USA.
| | - Yitong I Shen
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, USA
- Department of Neurology, Indiana University School of Medicine, Indianapolis,, USA
| | - David A Kareken
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, USA
- Department of Neurology, Indiana University School of Medicine, Indianapolis,, USA
- Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis, USA
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Ruglass LM, Root JC, Dambreville N, Shevorykin A, Haque N, Sun V, Sheffer CE, Melara RD. Smoking policies in the home have less influence on cigarettes per day and nicotine dependence level among African American than White smokers: A cross-sectional analysis. J Natl Med Assoc 2019; 111:606-615. [PMID: 31375277 PMCID: PMC6925645 DOI: 10.1016/j.jnma.2019.07.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Revised: 04/30/2019] [Accepted: 07/09/2019] [Indexed: 10/26/2022]
Abstract
BACKGROUND African American smokers suffer disproportionately from tobacco-related disease caused, in part, by lower rates of smoking cessation. We examined whether smoke-free home policies and delay discounting were differentially associated with cigarettes smoked per day (CPD) and nicotine dependence (ND) among African Americans and Whites. METHODS Secondary data analysis was conducted using data from 65 African American (n = 40) and White (n = 25) smokers who completed measures of CPD, ND, tobacco craving, stress, depression, home smoking policy, and delay discounting. RESULTS A significant interaction was found between race and home smoking policy on CPD (B = -11.21, p = 0.002) and ND (B = -3.42, p = 0.004). Smoke-free policies in the home were associated with fewer CPD and lower ND levels among Whites, but not among African Americans. Whites who allowed smoking in their homes had significantly greater mean CPD and higher mean ND than their counterparts who did not allow smoking in the home. Among African American smokers, there were no differences in CPD and ND among those who allowed smoking in their home versus those who did not. CONCLUSIONS The findings extend the scientific literature by suggesting that a malleable environmental factor (home smoking policy) commonly associated with cessation among Whites does not have the same influence on cessation among African American.
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Affiliation(s)
- Lesia M Ruglass
- Department of Psychology, The City College of New York, CUNY, USA.
| | - James C Root
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, USA
| | - Naomi Dambreville
- Department of Psychology, The City College of New York and the Graduate Center, CUNY, USA
| | - Alina Shevorykin
- Department of Psychology and Mental Health Counseling, Pace University, USA
| | - Noshin Haque
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, USA
| | - Vicki Sun
- Sophie Davis School of Biomedical Education, CUNY School of Medicine, USA
| | | | - Robert D Melara
- Department of Psychology, The City College of New York, CUNY, USA
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Paasche C, Weibel S, Wittmann M, Lalanne L. Time perception and impulsivity: A proposed relationship in addictive disorders. Neurosci Biobehav Rev 2019; 106:182-201. [DOI: 10.1016/j.neubiorev.2018.12.006] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Revised: 11/07/2018] [Accepted: 12/04/2018] [Indexed: 12/11/2022]
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Quisenberry AJ, Pittman J, Goodwin RD, Bickel WK, D'Urso G, Sheffer CE. Smoking relapse risk is increased among individuals in recovery. Drug Alcohol Depend 2019; 202:93-103. [PMID: 31325822 PMCID: PMC6685745 DOI: 10.1016/j.drugalcdep.2019.07.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Revised: 07/03/2019] [Accepted: 07/05/2019] [Indexed: 12/20/2022]
Abstract
BACKGROUND The prevalence of cigarette smoking among individuals with a history of substance use disorders (SUDs) remains up to four times higher than those without a history of SUDs. More than half of individuals who attain sustained remission from SUDs will die of tobacco-related diseases. The aim of this secondary data analysis was to compare the risk for smoking relapse among smokers with no history of SUDs and smokers in recovery from SUDs after multi-component, cognitive-behavioral treatment for tobacco dependence. METHODS Participants were randomized to receive 6 sessions of multicomponent cognitive-behavioral therapy (adapted for lower socioeconomic groups or standard), 8 weeks of nicotine patches, and were followed for 6 months in the parent randomized clinical trial. Participants passed a urine drug test prior to enrollment. Recovery was assessed at baseline by self-report to the question, "Do consider yourself in recovery from drugs or alcohol?" Relapse was defined as any smoking for 7 consecutive days. RESULTS Participants were primarily lower SES and identified as racial and/or ethnic minorities. Cox proportional hazards models revealed that the risk of smoking relapse following tobacco dependence treatment was greater among smokers in long-term (HR: 1.44; 95% CI: 1.01, 2.05) and short-term (HR: 1.98; 95% CI: 1.30, 3.03) recovery than for smokers with no history of SUDs. CONCLUSIONS Our findings indicate that smokers in recovery from SUDs have 1.5-2 times the risk of relapse than smokers with no history of SUDs. More effective relapse prevention interventions are needed for this vulnerable, high-risk group of smokers.
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Affiliation(s)
- Amanda J Quisenberry
- Department of Health Behavior, Roswell Park Comprehensive Cancer Center, Elm and Carlton Streets, Buffalo, NY, 14203, United States.
| | - Jami Pittman
- College of Liberal Arts & Sciences, Wayne State University, 4841 Cass Avenue, Detroit, MI, 48201, United States
| | - Renee D Goodwin
- Department of Epidemiology and Biostatistics, Graduate School of Public Health and Health Policy, United States; Institute of Implementation in Population Health, The City University of New York, 55 West 125th Street, New York, New York, 10027, United States
| | - Warren K Bickel
- Addiction Recovery Research Center, Virginia Tech Carilion Research Institute, 2 Riverside Circle, Roanoke, VA, 24016, United States
| | - Giordano D'Urso
- Department of Neurosciences, Reproductive and Odontostomatological Sciences, University of Naples Federico II, Naples, Italy
| | - Christine E Sheffer
- Department of Health Behavior, Roswell Park Comprehensive Cancer Center, Elm and Carlton Streets, Buffalo, NY, 14203, United States
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Mitchell SH. Linking Delay Discounting and Substance Use Disorders: Genotypes and Phenotypes. Perspect Behav Sci 2019; 42:419-432. [PMID: 31976442 PMCID: PMC6768927 DOI: 10.1007/s40614-019-00218-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022] Open
Abstract
Research supports the idea that "delay discounting," also known as temporal discounting, intertemporal choice, or impulsive choice, is a transdisease process with a strong connection to substance use disorders (SUDs) and other psychopathologies, like attention deficit hyperactivity disorder and depression. This article briefly reviews the evidence used to conclude that delay discounting is heritable and should be considered to be an endophenotype, as well as evidence of its behavioral and genetic associations with SUDs. It also discusses the limitations that should be considered when evaluating the strength of these associations. Finally, this article briefly describes research examining relationships among delay discounting and SUD-associated intermediate phenotypes to better understand the conceptual relationships underlying the links between SUDs and delay discounting, and identifies research gaps that should be addressed.
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Affiliation(s)
- Suzanne H. Mitchell
- Behavioral Neuroscience, Psychiatry, the Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR 97239 USA
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Peck S, Rung JM, Hinnenkamp JE, Madden GJ. Reducing impulsive choice: VI. Delay-exposure training reduces aversion to delay-signaling stimuli. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2019; 34:147-155. [PMID: 31343195 DOI: 10.1037/adb0000495] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Delay-exposure (DE) training consistently and robustly reduces impulsive choice in rats, but the behavioral mechanisms behind this effect are not yet understood. The present study evaluated if DE training works by mitigating aversion to delay-signaling stimuli-those encountered when rats chose the larger-later reward in impulsive choice assessments. Fifty-seven rats were randomly assigned to 120 days of training with delayed reinforcement, training with immediate reinforcement (IE), or to a no-training Control group. Consistent with prior experiments, DE rats made significantly fewer impulsive choices than IE or Control rats. Subsequently, in a separate assessment of delay aversion, rats were given the opportunity to press a lever to temporarily escape from stimuli correlated with long or short time-intervals to food. When these escape opportunities terminated delay-signaling stimuli in the impulsive-choice task, DE rats escaped significantly less than IE and Control rats. When escapes terminated FI-signaling stimuli (a procedure in which there is no response-reinforcer delay), the difference only approached significance. These results support the hypothesis that DE training reduces impulsive choice, in part, by reducing aversion to delay-signaling stimuli. (PsycINFO Database Record (c) 2020 APA, all rights reserved).
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Shevorykin A, Pittman JC, Bickel WK, O'Connor RJ, Malhotra R, Prashad N, Sheffer CE. Primed for Health: Future Thinking Priming Decreases Delay Discounting. HEALTH BEHAVIOR AND POLICY REVIEW 2019; 6:363-377. [PMID: 32671129 PMCID: PMC7363048 DOI: 10.14485/hbpr.6.4.5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
OBJECTIVE Delay discounting, the propensity to devalue delayed rewards, has robust predictive validity for multiple health behaviors and is a new therapeutic target for health behavior change. Priming can influence behaviors in a predictable manner. We aimed to use the Future Thinking Priming task, administered remotely, to reliably decrease delay discounting rates. METHODS In this pre-post randomized control group design, participants completed multiple delay discounting measures at baseline; then, 2 weeks later, they were randomized to Future Thinking Priming or Neutral Priming conditions. We hypothesized that Future Thinking Priming would significantly decrease delay discounting rates accounting for baseline delay discounting rates and time in repeated measures analyses. RESULTS Participants randomized to Future Thinking Priming (N = 783) demonstrated significantly lower delay discounting rates post-intervention than those randomized to Neutral Priming (N = 747) on multiple delay discounting measures and magnitudes. CONCLUSIONS A single administration of Future Thinking Priming produces statistically reliable reductions in delay discounting rates. The task is brief, can be administered remotely, and is highly scalable. If found to support behavior change, the task might be disseminated broadly to enhance evidence-based behavior change interventions. Future research must determine optimal exposure patterns to support durable health behavior change.
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Affiliation(s)
| | | | - Warren K Bickel
- Advanced Recovery Research Center, Virginia Tech Carilion Research Institute, Roanoke, VA
| | | | - Ria Malhotra
- City University of New York Medical School, New York, NY
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Orsini CA, Hernandez CM, Bizon JL, Setlow B. Deconstructing value-based decision making via temporally selective manipulation of neural activity: Insights from rodent models. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2019; 19:459-476. [PMID: 30341621 PMCID: PMC6472996 DOI: 10.3758/s13415-018-00649-0] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
The ability to choose among options that differ in their rewards and costs (value-based decision making) has long been a topic of interest for neuroscientists, psychologists, and economists alike. This is likely because this is a cognitive process in which all animals (including humans) engage on a daily basis, be it routine (which road to take to work) or consequential (which graduate school to attend). Studies of value-based decision making (particularly at the preclinical level) often treat it as a uniform process. The results of such studies have been invaluable for our understanding of the brain substrates and neurochemical systems that contribute to decision making involving a range of different rewards and costs. Value-based decision making is not a unitary process, however, but is instead composed of distinct cognitive operations that function in concert to guide choice behavior. Within this conceptual framework, it is therefore important to consider that the known neural substrates supporting decision making may contribute to temporally distinct and dissociable components of the decision process. This review will describe this approach for investigating decision making, drawing from published studies that have used techniques that allow temporal dissection of the decision process, with an emphasis on the literature in animal models. The review will conclude with a discussion of the implications of this work for understanding pathological conditions that are characterized by impaired decision making.
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Affiliation(s)
- Caitlin A Orsini
- Department of Psychiatry, University of Florida College of Medicine, P.O. Box 100256, Gainesville, FL, 32610-0256, USA.
- Center for Addiction Research and Education, University of Florida, Gainesville, FL, 32610, USA.
| | - Caesar M Hernandez
- Department of Neuroscience, University of Florida, Gainesville, FL, 32610, USA
| | - Jennifer L Bizon
- Department of Psychiatry, University of Florida College of Medicine, P.O. Box 100256, Gainesville, FL, 32610-0256, USA
- Center for Addiction Research and Education, University of Florida, Gainesville, FL, 32610, USA
- Department of Neuroscience, University of Florida, Gainesville, FL, 32610, USA
| | - Barry Setlow
- Department of Psychiatry, University of Florida College of Medicine, P.O. Box 100256, Gainesville, FL, 32610-0256, USA
- Center for Addiction Research and Education, University of Florida, Gainesville, FL, 32610, USA
- Department of Neuroscience, University of Florida, Gainesville, FL, 32610, USA
- Department of Psychology, University of Florida, Gainesville, FL, 32610, USA
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Changing Delay Discounting and Impulsive Choice: Implications for Addictions, Prevention, and Human Health. Perspect Behav Sci 2019; 42:397-417. [PMID: 31650104 DOI: 10.1007/s40614-019-00200-7] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
Delay discounting describes the tendency to devalue delayed consequences or future prospects. The degree to which an individual discounts delayed events appears trait-like in that it is stable over time and across functionally similar situations. Steeply discounting delayed rewards is correlated with most substance-use disorders, the severity of these disorders, rates of relapse to drug use, and a host of other maladaptive decisions impacting human health. Longitudinal data suggest steep delay discounting and high levels of impulsive choice are predictive of subsequent drug taking, which suggests (though does not establish) that reducing delay discounting could have a preventive health-promoting effect. Experimental manipulations that produce momentary or long-lasting reductions in delay discounting or impulsive choice are reviewed, and behavioral mechanisms that may underlie these effects are discussed. Shortcomings of each manipulation technique are discussed and areas for future research are identified. While much work remains, it is clear that impulsive decision-making can be reduced, despite its otherwise trait-like qualities. Such findings invite technique refinement, translational research, and hope.
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Athamneh LN, DeHart WB, Pope D, Mellis AM, Snider SE, Kaplan BA, Bickel WK. The phenotype of recovery III: Delay discounting predicts abstinence self-efficacy among individuals in recovery from substance use disorders. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2019; 33:310-317. [PMID: 30896193 DOI: 10.1037/adb0000460] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Abstinence self-efficacy (ASE) and delay discounting predict treatment outcomes and risk of relapse. Associations between delay discounting and ASE among individuals in recovery from substance use have not been investigated. Data from 216 individuals in recovery from substance abuse recruited from The International Quit & Recovery Registry, an ongoing online data collection program used to understand addiction and how people succeed in recovery, were included in the analysis. Discounting rates were assessed using an adjusting-delay task, and ASE was assessed using the Relapse Situation Efficacy Questionnaire (RSEQ). Delay discounting was a significant predictor of ASE, even after controlling for age, gender, race, ethnicity, annual income, education level, marital status, and primary addiction. Context-specific factors of relapse included Negative Affect, Positive Affect, Restrictive Situations (to drug use), Idle Time, Social-Food Situations, Low Arousal, and Craving. A principal component analysis of RSEQ factors in the current sample revealed that self-efficacy scores were primarily unidimensional and not situation specific. The current study expands the generality of delay discounting and indicates that discounting rates predict ASE among individuals in recovery from substance use disorders. This finding supports the recent characterizations of delay discounting as a candidate behavioral marker of addiction and may serve as a basis to better identify and target subgroups that need unique or more intensive interventions to address higher risks of relapse and increase their likelihood of abstinence. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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