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Chew HSJ, Loong SSE, Lim SL, Tam WSW, Chew NWS, Chin YH, Chao AM, Dimitriadis GK, Gao Y, So BYJ, Shabbir A. Socio-Demographic, Behavioral and Psychological Factors Associated with High BMI among Adults in a Southeast Asian Multi-Ethnic Society: A Structural Equation Model. Nutrients 2023; 15:nu15081826. [PMID: 37111045 PMCID: PMC10144460 DOI: 10.3390/nu15081826] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 03/31/2023] [Accepted: 04/08/2023] [Indexed: 04/29/2023] Open
Abstract
While various influencing factors of overweight and obesity have been identified, the underlying mechanism remains unclear. We examined the relationships among sociodemographic, behavioral, and psychological factors on anthropometry in a multi-ethnic population with overweight and obesity. Participants (N = 251) were recruited from January to October 2022. Mean age and self-reported BMI were 31.7 ± 10.1 years and 29.2 ± 7.2 kg/m2. Participants were mostly female (52.4%) and overweight (58.2%). Multivariate multiple regression was performed using maximum likelihood estimation. Body mass index was associated with waist circumference, age, sex, race, marital status, education level, residential region, overeating habit, immediate thinking, self-regulation, and physical activity, but not anxiety, depression, or the intention to change eating habits. Final model indicated good fit: χ2 (30, N = 250) = 33.5, p = 0.32, CFI = 0.993, TLI = 0.988, RMSEA = 0.022, and SRMR = 0.041. Direct effects were found between BMI and overeating (β = 0.10, p = 0.004), race (β = -0.82, p < 0.001), marital status (β = -0.42, p = 0.001), and education level (β = -0.28, p = 0.019). Crisps (68.8%), cake (66.8%) and chocolate (65.6%) were identified as the most tempting foods. Immediate thinking indirectly increased overeating habits through poor self-regulation, although sociodemographic characteristics better predicted anthropometry than psycho-behavioral constructs.
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Affiliation(s)
- Han Shi Jocelyn Chew
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore
| | - Shaun Seh Ern Loong
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore
| | - Su Lin Lim
- Dietetics Department, National University Hospital, Singapore 119074, Singapore
| | - Wai San Wilson Tam
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore
| | - Nicholas W S Chew
- Department of Cardiology, National University Heart Centre, Singapore 119074, Singapore
| | - Yip Han Chin
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore
| | - Ariana M Chao
- Department of Biobehavioral Health Sciences, School of Nursing, University of Pennsylvania, Philadelphia, PA 19104-4217, USA
| | - Georgios K Dimitriadis
- Department of Endocrinology ASO/EASO COM, King's College Hospital NHS Foundation Trust, Denmark Hill, London SE5 9RS, UK
- Obesity, Type 2 Diabetes and Immunometabolism Research Group, Department of Diabetes, Faculty of Cardiovascular Medicine & Sciences, School of Life Course Sciences, King's College London, London WC2R 2LS, UK
| | - Yujia Gao
- Division of Hepatobiliary & Pancreatic Surgery, Department of Surgery, National University Hospital, Singapore 119074, Singapore
| | - Bok Yan Jimmy So
- Division of General Surgery (Upper Gastrointestinal Surgery), Department of Surgery, National University Hospital, Singapore 119074, Singapore
| | - Asim Shabbir
- Division of General Surgery (Upper Gastrointestinal Surgery), Department of Surgery, National University Hospital, Singapore 119074, Singapore
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Czarnecki D, Ziółkowski M, Chodkiewicz J, Gorzkiewicz M, Waszkiewicz N, Długosz A, Budzyński J, Junkiert-Czarnecka A, Kułak-Bejda A. The Lack of Influence of Homozygous Long Allele of the 5-HTTLPR Gene on the Severity of Alcohol Craving During 6 Weeks of Rehab Hospitalisation in Comparison to Not Homozygous and Homozygous Short Alleles - Preliminary Report. Psychol Res Behav Manag 2023; 16:497-507. [PMID: 36852225 PMCID: PMC9961583 DOI: 10.2147/prbm.s384935] [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: 08/04/2022] [Accepted: 01/19/2023] [Indexed: 02/23/2023] Open
Abstract
Purpose The aim of this study was to assess changes in the severity of alcohol craving according to allelic variants of the 5-HTTLPR gene polymorphism during hospitalisation and their association with selected clinical variables in alcohol-dependent patients. Patients and Methods The study is exploratory. Participants were investigated at the 2nd and 6th week of alcohol-dependence therapy in the addiction treatment unit. Recruitment was conducted among alcohol-dependent patients from several Polish drug treatment centres. The total sample size was 130 persons (12 females and 118 males). Study subjects' mean age was 43.0 years. Patients were investigated twice by using the Penn Alcohol Craving Scale (PACS) and Beck Depression Inventory (BDI), and once by using Short Alcohol Dependence Data Questionnaire (SADD) and taking a swab for genetic testing. The polymorphism of the gene encoding the serotonin transporter 5-HTTLPR (SLC6A4) was determined from isolated DNA and its homozygous variants of short/short or long/long alleles and heterozygous short/long alleles were analysed. Results At 6th week of the follow-up, there was a decrease in the severity of alcohol craving in half of subjects with the short/short allele (p = 0.033) and in one-fifth of subjects with the long/short allele (p = 0.002) of the 5-HTTLPR gene. In subjects with long/long allele of the 5-HTTLPR gene, there was no change in the severity of alcohol craving between 2nd and 6th weeks of the study (p = 0.242). Conclusion There was no statistical influence of the homozygous long allele of the 5-HTTLPR gene on severity of alcohol craving during 6 weeks of rehab hospitalisation in comparison to not homozygous and homozygous short alleles. The s-allele was associated with decrease of alcohol craving. It may point on the potential need for differentiated rehabilitation methods depending on the genetic diversity of addicted patients and its role in the severity of alcohol craving.
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Affiliation(s)
- Damian Czarnecki
- Department of Preventive Nursing, Nicolaus Copernicus University, Torun, Poland,Correspondence: Damian Czarnecki, Email
| | - Marcin Ziółkowski
- Department of Preventive Nursing, Nicolaus Copernicus University, Torun, Poland
| | - Jan Chodkiewicz
- Department of Clinical Psychology and Psychopathology, Institute of Psychology, University of Lodz, Lodz, Poland
| | - Marta Gorzkiewicz
- Department of Molecular Genetics and Justice, Nicolaus Copernicus University, Torun, Poland
| | | | - Anna Długosz
- University of Technology and Life Sciences, Faculty of Chemical Technology and Engineering, Bydgoszcz, Poland
| | - Jacek Budzyński
- Department of Vascular and Internal Diseases, Nicolaus Copernicus University, Torun, Poland
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Yakın İ, Temeloğlu Şen E, Temeloglu Sen E. Psychometric Properties of the Turkish Version of the Dark Future Scale. ALPHA PSYCHIATRY 2023; 24:8-12. [PMID: 36879995 PMCID: PMC9984914 DOI: 10.5152/alphapsychiatry.2023.22972] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 09/21/2022] [Indexed: 01/11/2023]
Abstract
Objective This study aims to investigate the psychometric properties of the Turkish version of the Dark Future Scale that measures future anxiety. Methods The sample consisted of 478 university students aged 18-25 and used convenience sampling. They completed an online survey about sociodemographics, tobacco use, and life satisfaction, Dark Future Scale and Trait Anxiety Inventory-2 Trait Scale. Confirmatory factor analysis and Cronbach alpha values were used to test scale's structural validity and reliability. For convergent validity, we correlated the Turkish version of the Dark Future Scale with trait anxiety and examined the mean differences in smoking status and its association with life satisfaction. Results Majority of the participants were female (73.6%), with a mean age of 21.5 (SD = 1.67). Majority (53.6%) were regular tobacco users. Results of the confirmatory factor analysis revealed a 1-factor solution to be most optimal (χ 2 = 17.091, df = 4, P = .002, χ2/df = 4.3, and root-mean-square error = 0.083, comparative fit index = 0.988, general fit index = 0.986, The Adjusted Goodness of Fit (AGFI) = 0.986, normalized fit index = 0.985). The alpha value for the scale reliability was 0.86. Turkish version of the Dark Future Scale was also significantly and positively correlated with trait anxiety (r(478) = .67, P <.01). Exploration of the association between smoking status and Turkish version of the Dark Future Scale showed that the mean score was significantly higher among smokers (M = 19.1, SD = 6.65) than nonsmokers (M = 17.7, SD = 7.69). Lastly, higher future anxiety was associated with lower life satisfaction (r(478) = -0.42, P < .01). Conclusion Turkish version of the Dark Future Scale is a reliable and valid scale to measure future anxiety. A brief and easy to apply, reliable, and valid future anxiety measure may be useful for many researchers in psychology and psychiatry.
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Affiliation(s)
- İbrahim Yakın
- Department of Psychology, Florida International University Faculty of Sciences & Education, Florida, USA
| | - Esin Temeloğlu Şen
- Department of Psychology, İstanbul University Faculty of Art, İstanbul, Turkey
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Gaume J, Murphy JG, Studer J, Daeppen J, Gmel G, Bertholet N. Behavioral economics indices predict alcohol use and consequences in young men at 4-year follow-up. Addiction 2022; 117:2816-2825. [PMID: 35768961 PMCID: PMC9796857 DOI: 10.1111/add.15986] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Accepted: 06/09/2022] [Indexed: 01/07/2023]
Abstract
BACKGROUND AND AIMS The alcohol purchase task (APT), which presents a scenario and asks participants how many drinks they would purchase and consume at different prices, generates indices of alcohol reward value that have shown robust associations with alcohol-related outcomes in numerous studies. The aim was to test its prospective validity at 4-year follow-up. DESIGN Prospective cohort study. SETTING General population sample of young Swiss men. PARTICIPANTS A total of 4594 Swiss young men (median age = 21, 25th - 75th quartiles = 20.5 - 21.5) completed baseline questionnaires; among those, 4214 (91.7%) were successfully followed-up 4 years later. MEASUREMENTS Alcohol reward value parameters (i.e. intensity, the planned consumption when drinks are free; breakpoint, the price at which consumption would be suppressed; Omax , the maximum alcohol expenditure; Pmax , the price associated with Omax ; and elasticity, the relative change in alcohol consumption as a function of the relative change in price) were derived from the APT at baseline and used to predict self-reported weekly drinking amount, monthly binge drinking, alcohol-related consequences and DSM-5 alcohol use disorder criteria. FINDINGS Regression analyses, adjusting for the baseline alcohol measure, age, linguistic region and socio-economic indicators showed that intensity, breakpoint, Omax and elasticity significantly predicted all tested outcomes in the expected direction (e.g. standardized incidence rate ratio [95% confidence interval] = 1.11 [1.07-1.15], 1.07 [1.03-1.10], 1.08 [1.04-1.11], and 0.92 [0.89-0.95], respectively, for weekly drinking amount, all P < 0.001). Pmax did not significantly predict any outcomes. Non-adjusted correlations, baseline adjusted regression and ancillary analyses using (1) latent alcohol variables, (2) multiple imputation for missing data and (3) replications in training and testing subsamples to evaluate predictive accuracy provided consistent findings. CONCLUSIONS The alcohol purchase task demand curve measures of alcohol reward value are useful in characterizing alcohol-related risk in young men and have long-term predictive utility.
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Affiliation(s)
- Jacques Gaume
- Department of Psychiatry—Addiction MedicineLausanne University Hospital and University of LausanneLausanneSwitzerland
| | | | - Joseph Studer
- Department of Psychiatry—Addiction MedicineLausanne University Hospital and University of LausanneLausanneSwitzerland
| | - Jean‐Bernard Daeppen
- Department of Psychiatry—Addiction MedicineLausanne University Hospital and University of LausanneLausanneSwitzerland
| | - Gerhard Gmel
- Department of Psychiatry—Addiction MedicineLausanne University Hospital and University of LausanneLausanneSwitzerland
| | - Nicolas Bertholet
- Department of Psychiatry—Addiction MedicineLausanne University Hospital and University of LausanneLausanneSwitzerland
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Opara I, Malik S, Lardier DT, Gamble-George J, Kelly RJ, Okafor CN, Greene RN, Parisi D. Alcohol Use Cravings as a Mediator Between Associated Risk Factors on Increased Alcohol Use among Youth Adults in New York During the COVID-19 Pandemic. ALCOHOLISM TREATMENT QUARTERLY 2021; 39:415-429. [PMID: 34898835 DOI: 10.1080/07347324.2021.1950091] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The sudden increase in alcohol use in the young adult population during the COVID-19 pandemic may be partially explained by social isolation and stress due to restricted stay-at-home orders. The goal of this study was to assess specific psychological factors (e.g., anxiety, depressive symptoms, sleep disturbances, and alcohol cravings) and COVID-19 diagnoses and their association with increased alcohol use and misuse during the COVID-19 pandemic among New York residents 18-35 years of age. Survey data were collected via Qualtrics between July 2020-October 2020. Path analyses tests were employed to test alcohol use cravings as a mediator. Among the total sample (N=575), mean age was 27.94±4.12; a majority were White non-Hispanic (66%), female (55%) and had completed a 4-year college or university degree (n = 249; 43.5%). Results revealed that alcohol use cravings was a significant mediator between sleep disturbances, having a COVID-19 diagnoses, and having mental health symptoms on increased alcohol use. Our findings underscore the importance of providing alcohol use prevention and treatment resources in this unprecedented COVID-19 era. Policymakers, public health professionals, and clinicians have a significant role in curbing the COVID-19-induced substance use epidemic.
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Affiliation(s)
- Ijeoma Opara
- Department of Social & Behavioral Sciences, School of Public Health, Yale University.,Center for Interdisciplinary Research on AIDS, School of Public Health, Yale University
| | - Sana Malik
- School of Social Welfare, Stony Brook University
| | - David T Lardier
- Department of Individual, Family, and Community Education, University of New Mexico.,Department of Psychiatry and Behavioral Sciences, University of New Mexico
| | | | - Ryan J Kelly
- Department of Individual, Family, and Community Education, University of New Mexico
| | | | - R Neil Greene
- Department of Individual, Family, and Community Education, University of New Mexico
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Approach and avoidance alcohol inclinations in heavy drinking college students: An ecological momentary assessment study. Addict Behav 2021; 123:107080. [PMID: 34416534 DOI: 10.1016/j.addbeh.2021.107080] [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: 04/05/2021] [Revised: 08/04/2021] [Accepted: 08/05/2021] [Indexed: 11/23/2022]
Abstract
BACKGROUND Understanding the motivational determinants of drinking among college students is necessary to improve the identification of those at greatest risk and to inform prevention and treatment interventions. Alcohol craving, or the desire to use alcohol, is considered one important factor in the development and maintenance of drinking behaviors. Recent evidence suggests that the link between alcohol craving (approach inclinations) and alcohol use is moderated by desires not to use alcohol (avoidance inclinations). Using ecological momentary assessment, the present study investigated the influence of motivational conflict (high desires to use and high desires to not use alcohol) on alcohol consumption among college students. METHODS Undergraduate students (n = 80; 88.8% female) completed assessments of alcohol-related behaviors and alcohol motivation five times daily for fourteen days. RESULTS Although between-person effects were nonsignificant, significant within-person effects indicated that avoidance inclinations attenuated the effect of approach inclinations in the prediction of drinking (controlling for age, gender, drinking history, affect, day of week, and time of day). CONCLUSIONS Findings highlight the need for consideration of the unique effects of both approach and avoidance inclinations in the prediction of alcohol consumption and draw attention to the need for further investigation into the complex interplay of these processes in daily life.
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7
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Does quitting intention increase by perceived risk of smoking? The effects of negative outcome expectancy, future orientation and emotional support. CURRENT PSYCHOLOGY 2021. [DOI: 10.1007/s12144-021-01815-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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8
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Chen Y, Xu H, Liu C, Zhang J, Guo C. Association Between Future Orientation and Anxiety in University Students During COVID-19 Outbreak: The Chain Mediating Role of Optimization in Primary-Secondary Control and Resilience. Front Psychiatry 2021; 12:699388. [PMID: 34421680 PMCID: PMC8373437 DOI: 10.3389/fpsyt.2021.699388] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Accepted: 07/12/2021] [Indexed: 01/02/2023] Open
Abstract
The unfamiliar and menacing epidemic has undoubtedly increased the anxiety of students. Therefore, the strategies to reduce anxiety are urgently required. The present study principally investigated a protective mechanism of future orientation in anxiety during the low-risk period of COVID-19 outbreak. The study was conducted in 528 non-infected students (range = 16-24 years) recruited from five universities in China. The participants completed questionnaires between January 22, 2021, and January 24, 2021. Chain intermediary analyses were performed after controlling for gender and age. Results indicated that future orientation lowers anxiety through (a) optimization in primary and secondary control, (b) resilience, and (c) chain mediating path of optimization in primary and secondary control coupled with resilience. We investigated how individuals deal with risk factors after encountering adversity and how their psychological flexibility stimulates and promotes them to achieve a well-adapted developmental state. This study provided reference suggestions on reducing anxiety levels during an emergency.
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Affiliation(s)
- Yilin Chen
- Department of Medical Imaging, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,School of Psychology, Nanjing Normal University, Nanjing, China
| | - Hui Xu
- Department of Medical Imaging, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Chuanshi Liu
- School of Psychology, Nanjing Normal University, Nanjing, China
| | - Jing Zhang
- Oriental Academy for Analytical psychology, City University of Macau, Macao, SAR China
| | - Chenguang Guo
- Department of Medical Imaging, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
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Meshesha LZ, Aston ER, Teeters JB, Blevins CE, Battle CL, Marsh E, Feltus S, Stein MD, Abrantes AM. Evaluating alcohol demand, craving, and depressive symptoms among women in alcohol treatment. Addict Behav 2020; 109:106475. [PMID: 32480282 DOI: 10.1016/j.addbeh.2020.106475] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Revised: 05/13/2020] [Accepted: 05/14/2020] [Indexed: 12/13/2022]
Abstract
BACKGROUND Depression and alcohol craving predict drinking and relapse rates among alcohol treatment seekers. Alcohol demand, or one's valuation of alcohol may be another determinant of drinking. There is little known about alcohol demand and its association with depression, craving, and drinking among treatment-seeking adults. METHOD Participants were 71 women with elevated depressive symptoms seeking outpatient treatment for alcohol use disorder (AUD). At baseline, participants self-reported daily drinking amount, alcohol craving, depressive symptoms, and alcohol demand assessed with the alcohol purchase task (APT; a task requesting participants to make hypothetical purchases of drinks at escalating prices). Baseline associations among alcohol demand, depressive symptoms, alcohol craving, and drinking severity were assessed. RESULTS Participants averaged 40.68 (SD = 11.78) years of age, consumed 8.84 (SD = 5.14) drinks per drinking day and reported 15.45 (SD = 7.51) heavy drinking days in the past 30 days, and had an average PHQ-9 depression score of 13.00 (SD = 4.28). Results suggest that the alcohol demand metrics of intensity (consumption level when drinks are free) and Omax (maximum expenditure on alcohol) were associated with drinks per drinking day, whereas craving and depressive symptoms were not significantly associated with drinking. The number of heavy drinking days were not significantly associated with demand, craving, or depressive symptoms. CONCLUSIONS These results suggest that demand may reflect unique risk for drinking relative to craving or depressive symptoms. These findings provide support for the utility of the APT within a clinical setting to assess individualized valuation of alcohol.
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10
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Yoon G, Thompson K, Hakes JK, Westermeyer J, Petrakis IL, Kim SW. Alcohol Craving and Psychiatric Disorders Among Current Drinkers. Am J Addict 2020; 30:34-42. [PMID: 32667738 DOI: 10.1111/ajad.13083] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Revised: 06/07/2020] [Accepted: 06/16/2020] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Previous research has shown that alcohol craving is associated with psychiatric comorbidities. However, no population studies have examined the odds of psychiatric disorders in cravers and noncravers. The purpose of this study was to investigate current prevalence rates and odds ratios of psychiatric disorders among alcohol drinkers with and without alcohol craving in a population-based sample. We also compared four craving groups (cravers with and without alcohol use disorder [AUD], noncravers with and without AUD) for psychiatric comorbidities. METHODS The study data were drawn from the National Epidemiologic Survey on Alcohol and Related Conditions (NESARC). A subset of the NESARC sample (N = 22 000) who reported alcohol use during the past 12 months was included. Prevalence rates of psychiatric disorders were compared among current drinkers with alcohol craving (N = 900) and without alcohol craving (N = 21 500). RESULTS Cravers had higher prevalence rates of current psychiatric disorders than noncravers. Even after adjustment for other psychiatric disorders including AUD, cravers had significantly higher odds of any substance use disorder (adjusted odds ratio [AOR], 9.01), any mood disorder (AOR, 1.78), any anxiety disorder (AOR, 1.86), and any personality disorder (AOR, 1.92) than noncravers. Interestingly, cravers without AUD had even higher rates of any anxiety disorder and any personality disorder than noncravers with AUD. CONCLUSIONS AND SCIENTIFIC SIGNIFICANCE Alcohol craving is associated with a higher prevalence of various psychiatric disorders. These findings suggest that alcohol craving may be related to transdiagnostic features that are present across various psychiatric disorders. (Am J Addict 2021;30:34-42).
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Affiliation(s)
- Gihyun Yoon
- VA Connecticut Healthcare System, West Haven, Connecticut.,Department of Psychiatry, School of Medicine, Yale University, New Haven, Connecticut
| | - Katie Thompson
- Minneapolis VA Health Care System, Minneapolis, Minnesota
| | | | - Joseph Westermeyer
- Minneapolis VA Health Care System, Minneapolis, Minnesota.,Department of Psychiatry, University of Minnesota, Minneapolis, Minnesota
| | - Ismene L Petrakis
- VA Connecticut Healthcare System, West Haven, Connecticut.,Department of Psychiatry, School of Medicine, Yale University, New Haven, Connecticut
| | - Suck Won Kim
- Department of Psychiatry, University of Minnesota, Minneapolis, Minnesota
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González-Roz A, Martínez-Loredo V, Secades-Villa R, Amlung M, MacKillop J. Concurrent validity of the alcohol purchase task in relation to alcohol involvement: protocol for a systematic review and meta-analysis. BMJ Open 2020; 10:e035400. [PMID: 32595153 PMCID: PMC7322270 DOI: 10.1136/bmjopen-2019-035400] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
INTRODUCTION Alcohol demand, as measured by an alcohol purchase task (APT), provides a multidimensional assessment of the relative reinforcing efficacy of alcohol. The objective of this meta-analysis is to critically appraise the existing literature on the concurrent validity of the APT by meta-analysing the cross-sectional relationships between indices of the APT (ie, breakpoint, Omax, Pmax, elasticity and intensity) and alcohol-related measures. It also aims to examine methodological procedures used to obtain APT indices and individual variables as potential moderators on the assessed estimations. METHODS AND ANALYSIS A comprehensive literature search conducted from inception to April 2020 will be conducted in the PubMed, PsycINFO, Web of Science and Scopus databases. Two authors will independently screen and extract data from articles using a predefined protocol search and extraction forms. Disagreements will be resolved through discussion with two additional reviewers. All results will be tabulated, and a random-effect meta-analysis will be conducted. Participants' sex, number of prices and APT methodological procedures will be examined as potential moderators on the observed effect sizes. ETHICS AND DISSEMINATION Results of this meta-analysis will characterise the concurrent validity of the APT in the existing literature. Further, the results are anticipated to provide evidence on which index (or indices) is most robustly associated with alcohol use and severity. Ethics approval was not required for this study and the results will be published in a peer-reviewed journal. PROSPERO REGISTRATION NUMBER CRD42019137512.
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Affiliation(s)
- Alba González-Roz
- Department of Psychology, University of Oviedo, Oviedo, Asturias, Spain
| | | | | | - Michael Amlung
- Peter Boris Centre for Addictions Research, McMaster University, Hamilton, Ontario, Canada
| | - James MacKillop
- Peter Boris Centre for Addictions Research, McMaster University, Hamilton, Ontario, Canada
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12
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Luciano MT, Acuff SF, McDevitt-Murphy ME, Murphy JG. Behavioral economics and coping-related drinking motives in trauma exposed drinkers: Implications for the self-medication hypothesis. Exp Clin Psychopharmacol 2020; 28:265-270. [PMID: 31380693 PMCID: PMC7000292 DOI: 10.1037/pha0000318] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Behavioral economic theory can help researchers understand complex behavior by considering the availability and economic value associated with an individual's choices. This study explored how behavioral economic constructs relate to alcohol consumption and alcohol problems in a sample of trauma-exposed young adults. We further explored whether these behavioral economic constructs explained unique variance in alcohol outcomes beyond coping-related drinking motives. Participants were 91 trauma-exposed young adults who reported recent alcohol consumption (Mage = 26.53, female = 36.26%, non-White = 41.75%). Participants were recruited through Amazon Mechanical Turk. Questionnaires measured alcohol consumption, problems, and motives for use, as well as alcohol demand, delay discounting, future orientation, and access to environmental reward. Future orientation (ΔR2 = .05, p = .03) and delay discounting (ΔR2 = .04, p = .05) explained unique variance in alcohol problems after controlling for coping-related drinking motives. Further, alcohol demand indices (ΔR2s = .04-.10, ps = .00-.05) explained unique variance in alcohol consumption after controlling for coping-related drinking. Both coping motives and behavioral economic variables contribute to alcohol consumption and alcohol-related consequences among trauma-exposed young adults. Findings suggest that, beyond coping motives, behavioral economics may play a meaningful role in understanding alcohol misuse. (PsycInfo Database Record (c) 2020 APA, all rights reserved).
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Affiliation(s)
- Matthew T. Luciano
- The University of Memphis, Department of Psychology, 202 Psychology Building, Memphis, TN 38152, United States
| | - Samuel F. Acuff
- The University of Memphis, Department of Psychology, 202 Psychology Building, Memphis, TN 38152, United States
| | - Meghan E. McDevitt-Murphy
- The University of Memphis, Department of Psychology, 202 Psychology Building, Memphis, TN 38152, United States
| | - James G. Murphy
- The University of Memphis, Department of Psychology, 202 Psychology Building, Memphis, TN 38152, United States,Corresponding author: Current Address: 202 Psychology Building, Memphis, TN 38152, United States, (James G. Murphy, PhD)., Phone Number: (901) 678-2630, Fax Number: (901) 678-2579
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13
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Acuff SF, Soltis KE, Dennhardt AA, Borsari B, Martens MP, Witkiewitz K, Murphy JG. Temporal precedence of self-regulation over depression and alcohol problems: Support for a model of self-regulatory failure. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2019; 33:603-615. [PMID: 31448930 DOI: 10.1037/adb0000505] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Alcohol use is highly comorbid with depression, especially among college students, whose rates of both phenomena are higher than in the general population. The self-medication hypothesis (i.e., alcohol use is negatively reinforced via the alleviation of negative affect) has dominated explanatory models of comorbidity. However, self-regulation has also demonstrated cross-sectional relationships with both depression and alcohol problems and may contribute to the development of alternative comorbidity models. Self-regulation introduces three alternative models that can be tested empirically: (a) a depressed regulation model, (b) a central nervous system depressant model, and (c) a self-regulatory failure model. The purpose of this study was to test the utility of these models (in addition to the self-medication hypothesis) by examining the temporal precedence in the relations between self-regulation, depressive symptoms, and alcohol problems among heavy-drinking college students (N = 393) over 5 assessment points (baseline, 1 month, 6 months, 12 months, and 16 months) using an autoregressive cross-lagged model. Lower self-regulation, and higher alcohol problems and depressive symptoms, prospectively predicted higher depressive symptoms. Higher alcohol problems and lower self-regulation prospectively predicted higher alcohol problems. Only self-regulation prospectively predicted self-regulation. These results were consistent across multiple time points. Findings are consistent with a self-regulatory failure model of depressive symptoms and alcohol problems. Therefore, self-regulation may be an important etiological variable and potential intervention target to reduce both alcohol problems and depressive symptoms among college students. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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Affiliation(s)
| | | | | | | | | | - Katie Witkiewitz
- Department of Psychology and Center on Alcoholism, Substance Abuse, and Addictions
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14
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Acuff SF, MacKillop J, Murphy JG. Applying behavioral economic theory to problematic Internet use: An initial investigation. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2019; 32:846-857. [PMID: 30451521 DOI: 10.1037/adb0000404] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
The widespread availability of the Internet has had profound social, educational, and economic benefits. Yet, for some, Internet use can become compulsive and problematic. The current study seeks to apply a behavioral economic framework to Internet use, testing the hypothesis that, similar to other addictive behaviors, problematic Internet use is a reinforcer pathology, reflecting an overvaluation of an immediately acquirable reward relative to prosocial and delayed rewards. Data were collected through Amazon's Mechanical Turk data collection platform. A total of 256 adults (Mage = 27.87, SD = 4.79; 58.2% White, 23% Asian; 65.2% had an associate degree or greater) completed the survey. Measures of delay discounting, consideration of future consequences, Internet demand, and alternative reinforcement all contributed unique variance in predicting both problematic Internet use and Internet craving. In aggregate models controlling for all significant predictors, alternative reinforcement and future valuation variables contributed unique variance. Individuals with elevated demand and discounting were at greatest risk for problematic Internet use. Consistent with behavioral economic research among substance abusing samples, individuals engaging in heavy Internet use report elevated motivation for the target behavior coupled with diminished motivation for other potentially rewarding activities, especially those associated with delayed reward. (PsycINFO Database Record (c) 2018 APA, all rights reserved).
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Affiliation(s)
| | - James MacKillop
- Peter Boris Centre for Addictions Research, Department of Psychiatry and Behavioural Neurosciences, McMaster University/St Joseph's Healthcare Hamilton
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15
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Treloar Padovano H, Janssen T, Emery NN, Carpenter RW, Miranda R. Risk-Taking Propensity, Affect, and Alcohol Craving in Adolescents' Daily Lives. Subst Use Misuse 2019; 54:2218-2228. [PMID: 31305203 PMCID: PMC6803063 DOI: 10.1080/10826084.2019.1639753] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Background: Alcohol craving is common among adolescents, stronger among those with more alcohol-related problems, and predicts drinking levels in their daily lives. Yet, the conditions that predict momentary changes in craving in real time among adolescents remain unclear. Objectives: This study examined the interactive effects of momentary risk-taking propensity and affect on adolescents' alcohol craving by leveraging ecological momentary assessment (EMA) methods. Methods: Participants were 29 adolescents ages 15-19 years (55% female; 69% White; 10% Black; 17% Hispanic); 45% met criteria for alcohol dependence. Following a laboratory session that captured self-report and behavioral assessments, including the well-established Balloon Analog Risk Task (BART), participants completed multiple daily assessments of alcohol craving, positive and negative affect, and risk propensity for approximately one week. Momentary risk propensity was captured in real-world settings via an EMA behavioral task ("Balloon Game"). Results: Mixed-effects models with EMA reports (Level 1) nested within participants (Level 2) revealed the majority (74%) of variability in "Balloon Game" performance was due to within-person, momentary, fluctuations. Greater momentary positive affect predicted increased alcohol craving, but only when participants exhibited heightened risk-taking propensity. Negative affect did not influence the relation between momentary risk-taking and craving. Conclusions/Importance: Momentary fluctuations in positive affect predicted acute increases in craving but only in moments when adolescents demonstrated higher levels of risk-taking propensity, as captured with an EMA-delivered behavioral task. Momentary risk-taking assessments offer new avenues to substantiate dominant theories on the driving mechanisms of craving and alcohol use among adolescents.
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Affiliation(s)
- Hayley Treloar Padovano
- Center for Alcohol and Addiction Studies, Brown University , Providence , Rhode Island , USA
| | - Tim Janssen
- Center for Alcohol and Addiction Studies, Brown University , Providence , Rhode Island , USA
| | - Noah N Emery
- Center for Alcohol and Addiction Studies, Brown University , Providence , Rhode Island , USA
| | - Ryan W Carpenter
- Center for Alcohol and Addiction Studies, Brown University , Providence , Rhode Island , USA
| | - Robert Miranda
- Center for Alcohol and Addiction Studies, Brown University , Providence , Rhode Island , USA
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16
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Murphy L, Dockray S. The consideration of future consequences and health behaviour: a meta-analysis. Health Psychol Rev 2018; 12:357-381. [DOI: 10.1080/17437199.2018.1489298] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Lisa Murphy
- School of Applied Psychology, University College Cork, Cork, Ireland
| | - Samantha Dockray
- School of Applied Psychology, University College Cork, Cork, Ireland
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17
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Acuff SF, Soltis KE, Dennhardt AA, Berlin KS, Murphy JG. Evaluating Behavioral Economic Models of Heavy Drinking Among College Students. Alcohol Clin Exp Res 2018; 42:1304-1314. [PMID: 29757460 DOI: 10.1111/acer.13774] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Accepted: 04/30/2018] [Indexed: 11/28/2022]
Abstract
BACKGROUND Heavy drinking among college students is a significant public health concern that can lead to profound social and health consequences, including alcohol use disorder. Behavioral economics posits that low future orientation and high valuation of alcohol (alcohol demand) combined with deficits in alternative reinforcement increase the likelihood of alcohol misuse. Despite this, no study has examined the incremental utility of all 3 variables simultaneously in a comprehensive model. METHODS This study uses structural equation modeling to test the associations between behavioral economic variables-alcohol demand (latent), future orientation (measured with a delay discounting task and the Consideration of Future Consequences [CFC] scale), and proportionate substance-related reinforcement-and alcohol consumption and problems among 393 heavy drinking college students. Two models are tested as follows: (i) an iteration of the reinforcer pathology model that includes an interaction between future orientation and alcohol demand; and (ii) an alternative model evaluating the interconnectedness of behavioral economic variables in predicting problematic alcohol use. RESULTS The interaction effects in Model 1 were nonsignificant. Model 2 suggests that greater alcohol demand and proportionate substance-related reinforcement are associated with greater alcohol consumption and problems. Furthermore, CFC was associated with alcohol-related problems and lower proportionate substance-related reinforcement but was not significantly associated with alcohol consumption or alcohol demand. Finally, greater proportionate substance-related reinforcement was associated with greater alcohol demand. CONCLUSIONS Our results support the validity of the behavioral economic reinforcer pathology model as applied to young adult heavy drinking.
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Affiliation(s)
- Samuel F Acuff
- Department of Psychology, The University of Memphis, Memphis, Tennessee
| | - Kathryn E Soltis
- Department of Psychology, The University of Memphis, Memphis, Tennessee
| | | | | | - James G Murphy
- Department of Psychology, The University of Memphis, Memphis, Tennessee
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18
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Acuff SF, Luciano MT, Soltis KE, Joyner KJ, McDevitt-Murphy M, Murphy JG. Access to environmental reward mediates the relation between posttraumatic stress symptoms and alcohol problems and craving. Exp Clin Psychopharmacol 2018; 26:177-185. [PMID: 29355348 PMCID: PMC5897140 DOI: 10.1037/pha0000181] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Symptoms of posttraumatic stress (PTS) show significant comorbidity with alcohol use, but little is known about the mechanisms that might account for this comorbidity. Deficits in reward functioning have long been implicated in alcohol misuse and more recently in PTS reactions, but no study has examined whether reward deprivation may serve as a transdiagnostic risk factor for comorbid PTS-alcohol misuse. The current cross-sectional study sought to test the behavioral economic hypothesis that reward deprivation would be related to both PTS symptoms and alcohol problems, and would mediate the relation between PTS symptoms and alcohol problems in college students. We recruited a diverse sample of urban college students (N = 203, Mage = 21.5 years, SD = 5.5; 79.5% female; 56.8% White, 28.1% Black, .9% Asian, 9.8% Multiracial) who endorsed both alcohol use and PTS symptoms. Reward deprivation (lack of access to, and ability to, experience reward) was related to alcohol problems, and a lack of access to reward was related to PTS symptoms. Furthermore, reward access mediated the relation between PTS symptoms and alcohol problems and craving, after controlling for alcohol use, age, gender, and race. These data provide preliminary support for behavioral economic models of alcohol comorbidity and suggest that treatments for combined PTS and alcohol misuse should attempt to reduce barriers to accessing natural rewards. (PsycINFO Database Record
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19
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Meshesha LZ, Utzelmann B, Dennhardt AA, Murphy JG. A Behavioral Economic Analysis of Marijuana and Other Drug Use Among Heavy Drinking Young Adults. TRANSLATIONAL ISSUES IN PSYCHOLOGICAL SCIENCE 2018; 4:65-75. [PMID: 29930973 DOI: 10.1037/tps0000144] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Objective Behavioral economic models predict that deficits in substance-free reward and future time orientation are associated with greater drug involvement, but this hypothesis has not been systematically investigated among young adult heavy drinkers. This study evaluated the association between drug use levels (heavy drinking (HD) only, HD + marijuana use, and HD + polysubstance use) and substance-free activity engagement, future orientation, and reward deprivation (comprised of reward experience and environmental suppressors of reward) among heavy drinkers. Method Participants were 358 college students who reported two or more past-month heavy drinking episodes (5/4 or more drinks in one occasion for a man/woman). The sample was 60% women, 79% Caucasian, and the average age was 18.76 (SD = 1.07) years. Participants completed measures of alcohol and drug use, weekly time allocation to various activities, future time orientation, and reward deprivation. Results Overall, any drug use was associated with less time spent engaged in academics and exercise, and lower future time orientation compared to HD only. Any drug use was associated with reward deprivation and HD + polysubstance use was associated with lower reward experience and environmental suppressors. Conclusion Drug use among heavy drinkers is associated with lower academic engagement and exercise, future orientation, and reward deprivation. These results provide support for behavioral economic models of drug abuse and suggest that prevention approaches should attempt to increase future orientation and availability of drug-free reward.
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Voss AT, Soltis K, Dennhardt AA, Martens MP, Murphy JG. Protective behavioral strategies mediate the relationship between behavioral economic risk factors and alcohol-related problems. Exp Clin Psychopharmacol 2018; 26:58-64. [PMID: 29323504 PMCID: PMC5794516 DOI: 10.1037/pha0000169] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Behavioral economic measures of alcohol reward value and future orientation have received support as predictors of alcohol consumption, alcohol-related problems, and response to intervention. Protective behavioral strategies (PBS) have been shown to be a significant mediator between a variety of risk factors and alcohol-related problems. The current article examines direct and mediating associations between measures of alcohol reward value (proportionate substance-related activity participation and enjoyment) and future orientation, use of PBS, and alcohol-related problems. Participants were 393 undergraduates (39.2% male, 78.9% Caucasian) who reported at least 2 past-month binge drinking episodes (5 and 4 drinks for men and women, respectively). This study is a secondary analysis of data collected previously as part of a brief intervention study. Alcohol reward value and future orientation were significantly associated with both protective behavioral strategies and alcohol problems. PBS was a significant partial mediator between these variables and alcohol-related problems after controlling for gender, level of alcohol consumption, and sensation seeking. This study provides support for the hypothesis that high levels of reinforcement from alcohol relative to alternatives and low consideration of the future may lead to patterns of dysregulated drinking with few harm-reduction strategies that increase risk for alcohol problems. In addition to directly targeting PBS, brief alcohol interventions for college students should attempt to increase future orientation and substance-free activities. (PsycINFO Database Record
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Affiliation(s)
- Andrew T. Voss
- University of Memphis, Department of Psychology, 400 Innovation Dr., Memphis, TN 38152, USA
| | - Kathryn Soltis
- University of Memphis, Department of Psychology, 400 Innovation Dr., Memphis, TN 38152, USA
| | - Ashley A. Dennhardt
- University of Memphis, Department of Psychology, 400 Innovation Dr., Memphis, TN 38152, USA
| | - Matthew P. Martens
- University of Missouri, Department of Educational, School, and Counseling Psychology, Columbia, MO, 65211, USA
| | - James G. Murphy
- University of Memphis, Department of Psychology, 400 Innovation Dr., Memphis, TN 38152, USA
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