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Correa KA, Delfel EL, Wallace AL, III WEP, Jacobus J. Hispanic/Latinx ethnic differences in the relationships between behavioral inhibition, anxiety, and substance use in youth from the ABCD cohort. Front Psychiatry 2023; 14:1251032. [PMID: 37867762 PMCID: PMC10587569 DOI: 10.3389/fpsyt.2023.1251032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 09/22/2023] [Indexed: 10/24/2023] Open
Abstract
Introduction Elevated levels of behavioral inhibition (BI) may connote risk for both anxiety and substance use disorders. BI has consistently been shown to be associated with increased levels of anxiety, while the association between BI and substance use has been mixed. It is possible that the relationship between BI and substance use varies by individual difference factors. Hispanic/Latinx (H/L) youth in particular may have stronger relationships between BI, anxiety, and substance use. Methods The present study therefore evaluated (1) the prospective relationships between BI [assessed via self-reported behavioral inhibition system (BIS) scale scores], anxiety, and substance use in youth (n = 11,876) across baseline, 1-, and 2-year follow-ups of the Adolescent Brain Cognitive Development (ABCD) Study (ages 9-12) and (2) whether these relationships differed by H/L ethnicity while covarying for average behavioral approach system scores, race, sex, age, highest parental income, highest parental education, and past-year substance use (for analyses involving substance use outcomes). Results Baseline levels of BIS scores predicted increased anxiety symptoms at both 1- and 2-year follow-ups and did not differ by H/L ethnicity. Baseline levels of BIS scores also prospectively predicted increased likelihood of substance use at 2-year follow-up, but only for H/L youth and not at 1-year follow-up. Discussion High scores on the BIS scale contribute risk to anxiety across ethnicities and may uniquely contribute to risk for substance use in H/L youth.
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Affiliation(s)
- Kelly A. Correa
- Department of Psychiatry, University of California San Diego, San Diego, CA, United States
| | - Everett L. Delfel
- Department of Psychiatry, University of California San Diego, San Diego, CA, United States
- San Diego State University/University of California (SDSU/UC) San Diego Joint Doctoral Program in Clinical Psychology, San Diego, CA, United States
| | - Alexander L. Wallace
- Department of Psychiatry, University of California San Diego, San Diego, CA, United States
| | - William E. Pelham III
- Department of Psychiatry, University of California San Diego, San Diego, CA, United States
| | - Joanna Jacobus
- Department of Psychiatry, University of California San Diego, San Diego, CA, United States
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Morris V, Keough MT, Stewart SH, O'Connor RM. Coping and Conformity Motives Mediate the Joint Effects of the Behavioral Inhibition and Approach Systems on Alcohol Problems in Young Adults. Subst Use Misuse 2023; 58:787-795. [PMID: 36943012 DOI: 10.1080/10826084.2023.2188460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/23/2023]
Abstract
Background: Gray's original Reinforcement Sensitivity Theory (RST) posits that an oversensitive behavioral inhibition system (BIS) may increase risk for negative-reinforcement-motivated drinking, given its role in anxiety. However, existing data provides mixed support for the BIS-alcohol use association. The inconsistent evidence is not surprising, as the revised RST predicts that the behavioral approach system (BAS) should moderate the effect of the BIS on alcohol use. A strong BAS is thought to bring attention to the negatively reinforcing effects of alcohol, leading to problem drinking among those with a strong BIS. While emerging results support this interaction, we still have much to learn about the mechanisms underlying this effect on alcohol use. Accordingly, we examined motives for alcohol use as mediators of the joint associations of the BIS and the BAS on drinking behaviors. Specifically, our central hypothesis was that individuals with a strong BIS and a strong BAS would endorse increased negative reinforcement motives for drinking (coping and conformity motives), which in turn would predict heavy drinking and alcohol problems. Method: Participants (N=346; 195 women) completed study measures as part of the baseline assessment for a larger study. Results: Overall, results partially supported the hypotheses. Mediated moderation analyses showed that the indirect effect of the BIS on alcohol problems, through coping and conformity motives, was strongest at high levels of the BAS. This effect was not supported for alcohol use. Conclusions: Our findings suggest that clinical interventions should target coping and conformity reasons for drinking among anxious, reward responsive, young adults.
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Affiliation(s)
- Vanessa Morris
- Department of Psychology, University of New Brunswick Saint John, Saint John, Canada
| | | | - Sherry H Stewart
- Department of Psychiatry and Department of Psychology and Neuroscience, Dalhousie University, Nova Scotia, Canada
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Mauro KL, Goncalves SF, Sinha R, Ansell E, Chaplin TM. Does Alcohol Initiation in Early-To-Middle Adolescence Predict Changes in Reward Motivation? Evidence of Sex Differences. Alcohol Clin Exp Res 2020; 44:1420-1430. [PMID: 32463517 DOI: 10.1111/acer.14349] [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: 08/10/2019] [Accepted: 04/21/2020] [Indexed: 11/29/2022]
Abstract
BACKGROUND Reward motivation has been cross-sectionally correlated with adolescent alcohol use, but the temporal nature of this relationship remains unclear. This project sought to determine whether adolescent alcohol initiation longitudinally predicted changes in reward motivation and behavioral inhibition from early to middle adolescence, and explored the role of adolescent sex in this prediction. METHODS A total of 180 11- to 14-year-olds were recruited and then followed for 3 years to age 14 to 17. Participants self-reported their alcohol use at all time points. We selected participants who were alcohol-naïve at Baseline (early adolescence) and then grouped them based on whether or not they reported alcohol initiation by Year 3 (Y3: middle adolescence). Adolescents completed self-report and experimental (delay discounting) measures of reward motivation and self-report measures of behavioral inhibition at Baseline and Y3. RESULTS Adolescents' alcohol initiation significantly predicted higher Y3 self-reported reward motivation on one measure. Additionally, a significant sex × alcohol initiation interaction was found predicting Y3 task-based reward motivation (delay discounting), with boys' alcohol initiation predicting increased bias toward immediate reward at Y3. There was also a sex × alcohol initiation interaction predicting behavioral inhibition, with girls' alcohol initiation predicting higher behavioral inhibition at Y3. CONCLUSIONS Results suggest that alcohol initiation among adolescents might precede changes in reward motivation, and the effects of alcohol on reward and behavioral inhibition may differ by adolescent sex.
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Affiliation(s)
- Kelsey L Mauro
- From the, Youth Emotion Lab, (KLM, SFG, TMC), George Mason University, Fairfax, Virginia
| | - Stefanie F Goncalves
- From the, Youth Emotion Lab, (KLM, SFG, TMC), George Mason University, Fairfax, Virginia
| | - Rajita Sinha
- Yale Stress Center, (RS), Yale University School of Medicine, New Haven, Connecticut
| | - Emily Ansell
- Biobehavioral Health, (EA), Pennsylvania State University, University Park, Pennsylvania
| | - Tara M Chaplin
- From the, Youth Emotion Lab, (KLM, SFG, TMC), George Mason University, Fairfax, Virginia
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Kovács I, Demeter I, Janka Z, Demetrovics Z, Maraz A, Andó B. Different aspects of impulsivity in chronic alcohol use disorder with and without comorbid problem gambling. PLoS One 2020; 15:e0227645. [PMID: 31999707 PMCID: PMC6992191 DOI: 10.1371/journal.pone.0227645] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2019] [Accepted: 12/23/2019] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND AND AIMS Alcohol use disorder (AUD) and problem gambling are highly comorbid disorders. This study aims to explore the role of four aspects of impulsivity (trait concept of impulsivity, choice impulsivity, impulsive aggression and response inhibition/decision-making) in long-term chronic AUD patients with and without problem or pathological gambling symptoms. METHODS Cognitively intact chronic AUD patients were enrolled with (n = 32) and without (n = 71) problem gambling symptoms in an inpatient clinic for chronic alcohol users. Multiple facets of impulsivity, cognitive ability, psychopathological symptoms, alcohol and gambling severity were measured. RESULTS Chronic AUD patients with gambling disorder symptoms showed longer lifetime alcohol consumption, more severe alcohol use and higher psychopathological symptom severity than AUD patients without gambling symptoms. Gambling severity correlated with overall trait impulsivity, but not with choice impulsivity, impulsive aggression or cognitive impulsivity with controlling for lifetime alcohol consumption, lifetime alcohol use and psychopathological symptom severity. High trait impulsivity and non-planning was associated with comorbid gambling symptoms in AUD patients, which was independent of the level of intelligence, age and psychopathological symptoms. CONCLUSION Comorbid gambling disorder symptoms in chronic AUD was connected to more severe alcohol-related variables. Higher trait impulsivity was also linked with gambling disorder symptoms in patients with chronic AUD. This accents the need of special focus on comorbid GD symptoms in AUD, since prognosis and treatment for them may vary.
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Affiliation(s)
- Ildikó Kovács
- Department of Psychiatry, Faculty of Medicine, University of Szeged, Szeged, Hungary
| | - Ildikó Demeter
- Department of Psychiatry, Faculty of Medicine, University of Szeged, Szeged, Hungary
| | - Zoltán Janka
- Department of Psychiatry, Faculty of Medicine, University of Szeged, Szeged, Hungary
| | - Zsolt Demetrovics
- Institute of Psychology, Eötvös Loránd University, Budapest, Hungary
| | - Aniko Maraz
- Institute für Psychologie, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Bálint Andó
- Department of Psychiatry, Faculty of Medicine, University of Szeged, Szeged, Hungary
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Sistad RE, Simons RM, Simons JS. Sensitivity to reward and punishment and alcohol outcomes: Metacognition as a moderator. Addict Behav Rep 2019; 10:100213. [PMID: 31517019 PMCID: PMC6728263 DOI: 10.1016/j.abrep.2019.100213] [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: 03/05/2019] [Revised: 08/07/2019] [Accepted: 08/08/2019] [Indexed: 11/29/2022] Open
Abstract
Introduction The purpose of this study was to examine associations between inhibitory (sensitivity to punishment [SP], adaptive metacognition) and facilitatory (sensitivity to reward [SR], maladaptive metacognition) factors of alcohol consumption and problems among young adults. Methods Three hundred fifty-five young adults (ages 18–25, 61% female) recruited from Amazon Mechanical Turk and a large public midwestern university in the United States self-administered a Web survey. Two multiple regression models were tested. Results SR significantly moderated the effects of SP and the maladaptive metacognition (MC) subscale Uncontrollability/Danger on alcohol consumption. Alcohol problems were also significantly predicted by SR and Uncontrollability/Danger. The interaction between SR and SP on alcohol problems was conditional upon levels of the maladaptive MC subscale Lack of Cognitive Confidence, with a significant moderating effect only at high levels of Lack of Cognitive Confidence. Conclusions Consistent with the literature, individuals with high levels of SR coupled with low SP are at risk for increased alcohol consumption. This effect on drinking behaviors is further influenced by maladaptive MC, such that individuals characterized by high SR and low SP are significantly more likely to report more alcohol-related problems if they believe that worrying is dangerous and uncontrollable or lack cognitive confidence; however as SP increases, this effect significantly diminishes. The association between SP and alcohol consumption is moderated by SR. Beliefs of uncontrollability and SR increase alcohol consumption and problems. The interaction of SR, SP, and alcohol problems is moderated by cognitive confidence.
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Ko CH, Liu TL, Su CH, Lee JI. The reinforcement sensitivity of male adults with attention-deficit/hyperactivity disorder: The association with internet addiction. TAIWANESE JOURNAL OF PSYCHIATRY 2019. [DOI: 10.4103/tpsy.tpsy_7_19] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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Frohlich JR, Rapinda KK, O'Connor RM, Keough MT. Examining co-patterns of depression and alcohol misuse in emerging adults following university graduation. Addict Behav Rep 2018; 8:40-45. [PMID: 30003136 PMCID: PMC6039538 DOI: 10.1016/j.abrep.2018.06.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2018] [Revised: 06/08/2018] [Accepted: 06/11/2018] [Indexed: 11/15/2022] Open
Abstract
Depression and alcohol use disorders are highly comorbid. Typically, alcohol use peaks in emerging adulthood (e.g., during university), and many people also develop depression at this time. Self-medication theory predicts that depressed emerging adults drink to reduce negative emotions. While research shows that depression predicts alcohol use and related problems in undergraduates, far less is known about the continuity of this association after university. Most emerging adults “mature out” of heavy drinking; however, some do not and go on to develop an alcohol use disorder. Depressed emerging adults may continue to drink heavily to cope with the stressful (e.g., remaining unemployed) transition out of university. Accordingly, using parallel process latent class growth modelling, we aimed to distinguish high- from low-risk groups of individuals based on joint patterns of depression and alcohol misuse following university graduation. Participants (N = 123) completed self-reports at three-month intervals for the year post-graduation. Results supported four classes: class 1: low stable depression and low decreasing alcohol misuse (n = 52), class 2: moderate stable depression and moderate stable alcohol misuse (n = 35), class 3: high stable depression and low stable alcohol misuse (n = 29), and class 4: high stable depression and high stable alcohol misuse (n = 8). Our findings show that the co-development of depression and alcohol misuse after university is not uniform. Most emerging adults in our sample continued to struggle with significant depressive symptoms after university, though only two classes continued to drink at moderate (class 2) and high (class 4) risk levels. Co-patterns of depression and alcohol misuse were examined in emerging adults. Four distinct classes were supported. Co-patterns of depression and alcohol misuse were not uniform. Some continue to struggle with alcohol misuse and depression after graduation.
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Affiliation(s)
- Jona R Frohlich
- Department of Psychology, University of Manitoba, 190 Dysart Rd., Winnipeg, MB R3T 2N2, Canada
| | - Karli K Rapinda
- Department of Psychology, University of Manitoba, 190 Dysart Rd., Winnipeg, MB R3T 2N2, Canada
| | - Roisin M O'Connor
- Department of Psychology, Concordia University, 7141 Sherbrooke St. West, Montreal, QC H4B 1R6, Canada
| | - Matthew T Keough
- Department of Psychology, University of Manitoba, 190 Dysart Rd., Winnipeg, MB R3T 2N2, Canada
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Keough MT, Wardell JD, Hendershot CS, Bagby RM, Quilty LC. Fun Seeking and Reward Responsiveness Moderate the Effect of the Behavioural Inhibition System on Coping-Motivated Problem Gambling. J Gambl Stud 2016; 33:769-782. [PMID: 27766465 DOI: 10.1007/s10899-016-9646-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Gray's Reinforcement Sensitivity Theory (RST) predicts that the Behavioral Inhibition System (BIS) may relate to coping-motivated problem gambling, given its central role in anxiety. Studies examining the BIS-problem gambling association, however, are mixed. The revised RST posits that the Behavioral Approach System (BAS) may moderate the effect of the BIS on coping-motivated problem gambling. A concurrently strong BAS may highlight the negatively reinforcing effects of gambling, which may strengthen coping motives and increase gambling-related harms. We examined these interactive effects to clarify the moderators and mediators of the negative reinforcement pathway to problem gambling. Data came from a larger investigation of problem gambling among individuals with mood disorders. All participants (N = 275) met criteria for a lifetime depressive or bipolar disorder. During a two-day assessment, participants completed a diagnostic assessment and self-reports. Mediated moderation path analysis showed positive indirect effects from the BIS to problem gambling via coping motives at high, but not at low, levels of BAS-Reward Responsiveness and BAS-Fun Seeking. Enhancement motives were also found to mediate the associations of BAS-Fun Seeking and BAS-Drive with problem gambling. Reward Responsiveness and Fun Seeking facets of the BAS may strengthen coping gambling motives within the mood disorders.
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Affiliation(s)
- Matthew T Keough
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, 100 Stokes Street, Bell Gateway Building, Toronto, ON, M6J 1H4, Canada. .,Department of Psychology, Concordia University, 7141 Sherbrooke St. West, Montreal, QC, H4B 1R6, Canada.
| | - Jeffrey D Wardell
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, 100 Stokes Street, Bell Gateway Building, Toronto, ON, M6J 1H4, Canada
| | - Christian S Hendershot
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, 100 Stokes Street, Bell Gateway Building, Toronto, ON, M6J 1H4, Canada.,Departments of Psychology and Psychiatry, University of Toronto, 1265 Military Trail, Toronto, ON, M1C 1A4, Canada.,Department of Psychiatry, University of Toronto, 250 College St., Toronto, ON, M5T 1R8, Canada
| | - R Michael Bagby
- Departments of Psychology and Psychiatry, University of Toronto, 1265 Military Trail, Toronto, ON, M1C 1A4, Canada
| | - Lena C Quilty
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, 100 Stokes Street, Bell Gateway Building, Toronto, ON, M6J 1H4, Canada.,Department of Psychiatry, University of Toronto, 250 College St., Toronto, ON, M5T 1R8, Canada
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