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Tarragon E. Alcohol and energy drinks: individual contribution of common ingredients on ethanol-induced behaviour. Front Behav Neurosci 2023; 17:1057262. [PMID: 36865774 PMCID: PMC9971501 DOI: 10.3389/fnbeh.2023.1057262] [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: 09/29/2022] [Accepted: 01/23/2023] [Indexed: 02/16/2023] Open
Abstract
Since energy drinks (EDs) were sold to the general public as soft drinks and recreational beverages, mixing EDs with ethanol has grown in popularity, particularly among younger people. Given the research that links these drinks with higher risk behaviors and increased ethanol intake, ethanol combined with EDs (AmEDs) is a particularly worrying combination. EDs generally commonly include a variety of ingredients. Sugar, caffeine, taurine, and B-group vitamins are almost always present. Studies on the combined effect of ethanol and sugar and caffeine on ethanol-induced behaviors are extensive. Not so much in regards to taurine and vitamins. This review briefly summarises available information from research on the isolated compounds on EtOH-induced behaviors first, and secondly, the combination of AmEDs on EtOH effects. The conclusion is that additional research is needed to fully comprehend the characteristics and consequences of AmEDs on EtOH-induced behaviors.
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Graczyk AM, Leone LA, Orom H, Ziegler AM, Crandall AK, Klasko-Foster LB, Temple JL. Alcohol mixed energy drink usage and risk-taking among college students in Western New York State. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2022; 70:1651-1664. [PMID: 33048628 PMCID: PMC8041911 DOI: 10.1080/07448481.2020.1817036] [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: 03/05/2020] [Revised: 08/12/2020] [Accepted: 08/21/2020] [Indexed: 06/11/2023]
Abstract
Alcohol mixed energy drinks (AmED) may promote excessive alcohol intake and risk-taking among college students. Objective: To understand the relationship between AmED use and risky behavior as well as attitudes and motivations for AmED use. Participants: Undergraduate college students N = 422 (Study 1), N = 37 (Study 2). Methods: Using a mixed-methods approach, we first surveyed undergraduate students about their AmED and alcohol consumption and a series of risk behaviors, self-efficacy, and beliefs (Study 1). We then conducted focus groups within the same population to better understand attitudes, knowledge, and motivations for using AmED (Study 2). Results: Recent AmED use was significantly associated with an increased number of reported binge drinking occasions and self-reported driving while intoxicated events. Our qualitative data analyses revealed two major themes associated with AmED consumption: factors encouraging AmED use and decisions about driving while under the influence of alcohol. Conclusions: These findings add to the literature of beliefs and motivations for AmED use among college students.
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Affiliation(s)
- Adam M Graczyk
- Department of Community Health and Health Behavior, School of Public Health and Health Professions, University at Buffalo
| | - Lucia A Leone
- Department of Community Health and Health Behavior, School of Public Health and Health Professions, University at Buffalo
| | - Heather Orom
- Department of Community Health and Health Behavior, School of Public Health and Health Professions, University at Buffalo
| | - Amanda M Ziegler
- Department of Exercise and Nutrition Sciences, School of Public Health and Health Professions, University at Buffalo
- Department of Community Health and Health Behavior, School of Public Health and Health Professions, University at Buffalo
| | - Amanda K Crandall
- Department of Community Health and Health Behavior, School of Public Health and Health Professions, University at Buffalo
| | | | - Jennifer L Temple
- Department of Exercise and Nutrition Sciences, School of Public Health and Health Professions, University at Buffalo
- Department of Community Health and Health Behavior, School of Public Health and Health Professions, University at Buffalo
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Holstein SE, Barkell GA, Young MR. Caffeine increases alcohol self-administration, an effect that is independent of dopamine D 2 receptor function. Alcohol 2021; 91:61-73. [PMID: 33429015 DOI: 10.1016/j.alcohol.2020.12.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2020] [Revised: 12/14/2020] [Accepted: 12/21/2020] [Indexed: 01/09/2023]
Abstract
The rising popularity of alcohol mixed with energy drinks (AmEDs) has become a significant public health concern, with AmED users reporting higher levels of alcohol intake than non-AmED users. One mechanism proposed to explain this heightened level of alcohol intake in AmED users is that the high levels of caffeine found in energy drinks may increase the positive reinforcing properties of alcohol, an effect that may be dependent on interactions between adenosine receptor signaling pathways and the dopamine D2 receptor. Therefore, the purpose of the current study was to confirm whether caffeine does increase the positive reinforcing effects of alcohol using both fixed ratio (FR) and progressive ratio (PR) designs, and to investigate a potential role of the dopamine D2 receptor to caffeine-induced increases in alcohol self-administration. Male Long-Evans rats were trained to self-administer a sweetened alcohol solution (10% v/v alcohol + 2% w/v sucrose) on an FR2 schedule of reinforcement, and the effects of caffeine (0, 5, 10, and 20 mg/kg, i. p. [intraperitoneally]) on the maintenance of alcohol self-administration and alcohol break point were examined. Parallel experiments in rats trained to self-administer sucrose (0.8% w/v) were conducted to determine whether caffeine's reinforcement-enhancing effects extended to a non-drug reinforcer. Caffeine pretreatment (5-10 mg/kg) significantly increased sweetened alcohol self-administration and motivation for a sweetened alcohol reinforcer. However, similar increases in self-administration of a non-drug reinforcer were not observed. Contrary to our hypothesis, the D2 receptor antagonist eticlopride did not block a caffeine-induced increase in sweetened alcohol self-administration, nor did it alter caffeine-induced increases in motivation for a sweetened alcohol reinforcer. Taken together, these results support the hypothesis that caffeine increases the positive reinforcing effects of alcohol, which may explain caffeine-induced increases in alcohol intake. However, the reinforcement-enhancing effects of caffeine appear to be independent of D2 receptor function.
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Affiliation(s)
- Sarah E Holstein
- Department of Psychology, Lycoming College, One College Place, Williamsport, PA, 17701, United States.
| | - Gillian A Barkell
- Department of Psychology, Lycoming College, One College Place, Williamsport, PA, 17701, United States
| | - Megan R Young
- Department of Psychology, Lycoming College, One College Place, Williamsport, PA, 17701, United States
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Tarragon E, Calleja-Conde J, Giné E, Segovia-Rodríguez L, Durán-González P, Echeverry-Alzate V. Alcohol mixed with energy drinks: what about taurine? Psychopharmacology (Berl) 2021; 238:1-8. [PMID: 33175215 DOI: 10.1007/s00213-020-05705-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 11/04/2020] [Indexed: 01/31/2023]
Abstract
RATIONALE Since energy drinks (EDs) were marketed to the general public as recreational and soft drinks, mixing these with alcohol has become a popular practice, especially in the younger population. Alcohol mixed with EDs (AmEDs) is a particularly alarming combination, given the evidence that consistently associate these drinks with increased risk behaviours and greater alcohol consumption. Caffeine and taurine are commonly found in EDs. In contrast to caffeine, the studies on taurine psychoactive properties and how this amino acid influences ethanol intake alone or in combination with caffeine are not so numerous. OBJECTIVES We summarised relevant and available data on the studies focusing on taurine as a psychoactive agent and its influence on ethanol (EtOH)-induced behaviours. Given the increased risk that represents mixing alcohol with energy drinks, we put emphasis on the research exploring the impact of these combinations on motivated behaviour towards EtOH consumption. RESULTS The research on taurine properties on motivated behaviour towards EtOH consumption is limited, and mostly all done in combination with caffeine or other molecules. This makes it difficult to elucidate the effect of this amino acid when combined with alcohol. CONCLUSIONS Incomplete understanding of the properties and effects of AmEDs is unavoidable until more studies are performed on the influence of taurine on motivation to consume alcohol. Taurine should be further explored, particularly in regard to its potential beneficial applications, motivational properties and synergies with other psychoactive ingredients (i.e. caffeine).
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Affiliation(s)
- E Tarragon
- Department of Psychobiology and Methodology on Behavioral Sciences, School of Psychology, Complutense University of Madrid, Campus de Somosaguas, Madrid, Spain.
- Universidad Internacional de La Rioja, Faculty of Health Sciences, Avenida de la Paz, 137, 26006, Logroño, La Rioja, Spain.
| | - J Calleja-Conde
- Department of Psychobiology and Methodology on Behavioral Sciences, School of Psychology, Complutense University of Madrid, Campus de Somosaguas, Madrid, Spain
| | - E Giné
- Department of Cellular Biology, School of Medicine, Complutense University of Madrid, Madrid, Spain
| | - L Segovia-Rodríguez
- Department of Psychobiology and Methodology on Behavioral Sciences, School of Psychology, Complutense University of Madrid, Campus de Somosaguas, Madrid, Spain
| | - P Durán-González
- Department of Psychobiology and Methodology on Behavioral Sciences, School of Psychology, Complutense University of Madrid, Campus de Somosaguas, Madrid, Spain
| | - V Echeverry-Alzate
- Department of Psychobiology and Methodology on Behavioral Sciences, School of Psychology, Complutense University of Madrid, Campus de Somosaguas, Madrid, Spain
- Unidad Gestión Clínica de Salud Mental, Instituto de Investigación Biomédica de Málaga (IBIMA), Hospital Regional Universitario de Málaga, Universidad de Málaga, Málaga, Spain
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Norberg MM, Newins AR, Henry A. The Timeline Followback Reliably Assesses Caffeinated Alcohol Beverage Consumption and Outcomes: Caffeinated Alcoholic Beverages Increase Risk. J Caffeine Adenosine Res 2018. [DOI: 10.1089/caff.2018.0003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Melissa M. Norberg
- Department of Psychology, Center for Emotional Health, Macquarie University, New South Wales, Australia
| | - Amie R. Newins
- Department of Psychology, University of Central Florida, Orlando, Florida
| | - Alastair Henry
- Department of Psychology, Center for Emotional Health, Macquarie University, New South Wales, Australia
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Verster JC, Benson S, Johnson SJ, Alford C, Godefroy SB, Scholey A. Alcohol mixed with energy drink (AMED): A critical review and meta-analysis. Hum Psychopharmacol 2018; 33:e2650. [PMID: 29417616 PMCID: PMC5901036 DOI: 10.1002/hup.2650] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2017] [Revised: 11/21/2017] [Accepted: 12/15/2017] [Indexed: 01/27/2023]
Abstract
The purpose of this systematic review and meta-analysis was to critically review the (1) prevalence of alcohol mixed with energy drink (AMED) consumption, (2) motives for AMED consumption, (3) correlates of AMED consumption, and (4) whether AMED consumption has an impact on (a) alcohol consumption, (b) subjective intoxication, and (c) risk-taking behavior. Overall a minority of the population consumes AMED, typically infrequently. Motives for AMED consumption are predominantly hedonistic and social. Meta-analyses revealed that AMED consumers drink significantly more alcohol than alcohol-only (AO) consumers. Within-subject comparisons restricted to AMED consumers revealed that alcohol consumption does not significantly differ between typical AMED and AO occasions. On past month heaviest drinking occasions, AMED users consume significantly less alcohol on AMED occasions when compared to AO occasions. AMED consumers experience significantly fewer negative consequences and risk-taking behavior on AMED occasions compared with AO occasions. Meta-analyses of subjective intoxication studies suggest that AMED consumption does not differentially affect subjective intoxication when compared to AO consumption. In conclusion, when compared to AO consumption, mixing alcohol with energy drink does not affect subjective intoxication and seems unlikely to increase total alcohol consumption, associated risk-taking behavior, nor other negative alcohol-related consequences. Further research may be necessary to fully reveal the effects of AMED.
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Affiliation(s)
- Joris C. Verster
- Division of PharmacologyUtrecht UniversityUtrechtThe Netherlands
- Institute for Risk Assessment SciencesUtrecht UniversityUtrechtThe Netherlands
- Centre for Human PsychopharmacologySwinburne UniversityMelbourneAustralia
| | - Sarah Benson
- Centre for Human PsychopharmacologySwinburne UniversityMelbourneAustralia
| | - Sean J. Johnson
- Psychological Sciences Research GroupUniversity of the West of EnglandBristolUK
- Centre for Research in BiosciencesUniversity of the West of EnglandBristolUK
| | - Chris Alford
- Psychological Sciences Research GroupUniversity of the West of EnglandBristolUK
- Centre for Research in BiosciencesUniversity of the West of EnglandBristolUK
| | - Samuel Benrejeb Godefroy
- Department of Food Sciences, Food Risk Analysis and Regulatory Excellence Platform (FRAREP)Institute of Nutrition and Functional Foods (INAF), Université LavalQuebec CityQCCanada
- Institute for Global Food SecurityQueen's UniversityBelfastUK
| | - Andrew Scholey
- Centre for Human PsychopharmacologySwinburne UniversityMelbourneAustralia
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Visram S, Crossley SJ, Cheetham M, Lake A. Children and young people's perceptions of energy drinks: A qualitative study. PLoS One 2017; 12:e0188668. [PMID: 29190753 PMCID: PMC5708842 DOI: 10.1371/journal.pone.0188668] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Accepted: 11/10/2017] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Consumption of soft drinks is declining in many countries, yet energy drink sales continue to increase, particularly amongst young consumers. Little is currently known about the drivers behind these trends. Energy drinks are high in sugar and caffeine, and evidence indicates that regular or heavy use by under 18s is likely to be detrimental to health. This study aimed to explore children and young people's attitudes and perceptions in relation to energy drinks in a UK context. METHODS Eight focus groups were conducted with pupils aged 10-11 years (n = 20) and 13-14 years (n = 17) from four schools in northern England. A sub-sample also took part in a mapping exercise to generate further insights. Data were analysed using the constant comparative approach. RESULTS Energy drinks were reportedly consumed in a variety of public and private places, generally linked to social activities, sports and computer gaming (particularly amongst boys). Participants demonstrated strong brand awareness and preferences that were linked to taste and perceived value for money. The relatively low price of energy drinks and their widespread availability were identified as key factors, along with gendered branding and marketing. Some participants demonstrated a critical approach to manufacturers' claims and many were keen to become better informed, often through school- or peer-based interventions. Other potential interventions included age restrictions, voluntary schemes involving retailers and improved labelling. CONCLUSIONS The lack of a single dominant factor in participants' consumption choices suggests that there is unlikely to be a 'silver bullet' in attempting to address this issue. However, the findings provide support for policy-level interventions that seek to change the behaviours of manufacturers and retailers as well as consumers, and actively involve children and young people where possible.
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Affiliation(s)
- Shelina Visram
- School of Medicine, Pharmacy and Health, Durham University Queen’s Campus, Stockton-on-Tees, United Kingdom
- Fuse (UKCRC Centre for Translational Research in Public Health), Newcastle University, Newcastle-upon-Tyne, United Kingdom
| | - Stephen J. Crossley
- School of Medicine, Pharmacy and Health, Durham University Queen’s Campus, Stockton-on-Tees, United Kingdom
| | - Mandy Cheetham
- Fuse (UKCRC Centre for Translational Research in Public Health), Newcastle University, Newcastle-upon-Tyne, United Kingdom
- School of Health and Social Care, Teesside University, Middlesbrough, United Kingdom
| | - Amelia Lake
- School of Medicine, Pharmacy and Health, Durham University Queen’s Campus, Stockton-on-Tees, United Kingdom
- Fuse (UKCRC Centre for Translational Research in Public Health), Newcastle University, Newcastle-upon-Tyne, United Kingdom
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Miller KE, Dermen KH, Lucke JF. Intoxication-Related Alcohol Mixed with Energy Drink Expectancies Scale: Initial Development and Validation. Alcohol Clin Exp Res 2017; 41:1228-1238. [PMID: 28421613 DOI: 10.1111/acer.13402] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2016] [Accepted: 04/11/2017] [Indexed: 11/30/2022]
Abstract
BACKGROUND Young adult use of alcohol mixed with energy drinks (AmEDs) has been linked with elevated risks of a constellation of problem behaviors. These risks may be conditioned by expectancies regarding the effects of caffeine in conjunction with alcohol consumption. The aim of this study was to describe the construction and psychometric evaluation of the Intoxication-Related AmED Expectancies Scale (AmED_EXPI), 15 self-report items measuring beliefs about how the experience of AmED intoxication differs from the experience of noncaffeinated alcohol (NCA) intoxication. METHODS Scale development and testing were conducted using data from a U.S. national sample of 3,105 adolescents and emerging adults aged 13 to 25. Exploratory and confirmatory factor analyses were conducted to evaluate the factor structure and establish factor invariance across gender, age, and prior experience with AmED use. Cross-sectional and longitudinal analyses examining correlates of AmED use were used to assess construct and predictive validity. RESULTS In confirmatory factor analyses, fit indices for the hypothesized 4-factor structure (i.e., Intoxication Management [IM], Alertness [AL], Sociability [SO], and Jitters [JT]) revealed a moderately good fit to the data. Together, these factors accounted for 75.3% of total variance. The factor structure was stable across male/female, teen/young adult, and AmED experience/no experience subgroups. The resultant unit-weighted subscales showed strong internal consistency and satisfactory convergent validity. Baseline scores on the IM, SO, and JT subscales predicted changes in AmED use over a subsequent 3-month period. CONCLUSIONS The AmED_EXPI appears to be a reliable and valid tool for measuring expectancies about the effects of caffeine during alcohol intoxication.
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Affiliation(s)
- Kathleen E Miller
- Research Institute on Addictions, University at Buffalo, The State University of New York, Buffalo, New York
| | - Kurt H Dermen
- Research Institute on Addictions, University at Buffalo, The State University of New York, Buffalo, New York
| | - Joseph F Lucke
- Research Institute on Addictions, University at Buffalo, The State University of New York, Buffalo, New York
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Droste N, Miller P, Pennay A, Zinkiewicz L, Lubman DI. Environmental contexts of combined alcohol and energy drink use: Associations with intoxication in licensed venues. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2016; 36:58-66. [PMID: 27497238 DOI: 10.1016/j.drugpo.2016.06.016] [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] [Received: 12/03/2015] [Revised: 05/21/2016] [Accepted: 06/30/2016] [Indexed: 11/27/2022]
Abstract
BACKGROUND Environmental factors inside licensed venues have been found to influence the intoxication levels and consumption practices of patrons. The consumption of alcohol mixed with energy drinks (AmED) occurs primarily at or prior to attending licensed venues, however there is a lack of in situ research investigating AmED use in these contexts. Given that AmED use has been linked with increased alcohol consumption, intoxication, illicit substance use, and risk taking behaviours, this paper explores the environmental correlates and levels of intoxication associated with AmED use in licensed venues. METHODS Structured observations were undertaken in five Australian cities on Friday and Saturday nights. Covert teams spent 4-5h in venues and recorded hourly observations on patron, venue, and staff characteristics, alcohol, illicit drug and AmED consumption patterns and intoxication levels. RESULTS 898 hourly observations were recorded across 68 venues. All but one venue served energy drinks, and patron AmED use was observed during 34.9% of hourly records. AmED use was more prevalent after 12am and in nightclub venues compared to bars and pubs, and was positively associated with high intoxication levels, illicit drug use, and younger crowds. After controlling for environmental factors (i.e. venue crowding, service practices, venue characteristics, patron demographics and behaviour) AmED use did not predict high intoxication at a venue level in multivariable models. CONCLUSION AmED consumption is ubiquitous in the licensed venues of Australian night-time entertainment districts, particularly busy nightclub venues where intoxication and risky consumption are heightened. However, AmED use was not associated with high patron intoxication when environmental factors were considered.
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Affiliation(s)
- Nicolas Droste
- School of Psychology, Deakin University, Level 3, 27 Brougham St, Geelong, Victoria, Australia.
| | - Peter Miller
- School of Psychology, Deakin University, Level 3, 27 Brougham St, Geelong, Victoria, Australia
| | - Amy Pennay
- Centre for Alcohol Policy Research, La Trobe University, 215 Franklin Street, Melbourne, VIC 3000, Australia
| | - Lucy Zinkiewicz
- School of Psychology, Deakin University, Level 3, 27 Brougham St, Geelong, Victoria, Australia
| | - Dan I Lubman
- Turning Point, Eastern Health, 54-62 Gertrude St, Fitzroy, Victoria 3065, Australia; Eastern Health Clinical School, Monash University, Clayton, Victoria 3168, Australia
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Miller KE, Quigley BM, Eliseo-Arras RK, Ball NJ. Alcohol Mixed with Energy Drink Use as an Event-Level Predictor of Physical and Verbal Aggression in Bar Conflicts. Alcohol Clin Exp Res 2016; 40:161-9. [PMID: 26727532 DOI: 10.1111/acer.12921] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2015] [Accepted: 09/30/2015] [Indexed: 11/28/2022]
Abstract
BACKGROUND Young adult use of alcohol mixed with caffeinated energy drinks (AmEDs) has been globally linked with increased odds of interpersonal aggression, compared with the use of alcohol alone. However, no prior research has linked these behaviors at the event level in bar drinking situations. The present study assessed whether AmED use is associated with the perpetration of verbal and physical aggression in bar conflicts at the event level. METHODS In Fall 2014, a community sample of 175 young adult AmED users (55% female) completed a web survey describing a recent conflict experienced while drinking in a bar. Use of both AmED and non-AmED alcoholic drinks in the incident were assessed, allowing calculation of our main predictor variable, the proportion of AmEDs consumed (AmED/total drinks consumed). To measure perpetration of aggression, participants reported on the occurrence of 6 verbal and 6 physical acts during the bar conflict incident. RESULTS Linear regression analyses showed that the proportion of AmEDs consumed predicted scores for perpetration of both verbal aggression (β = 0.16, p < 0.05) and physical aggression (β = 0.19, p < 0.01) after controlling for gender, age, sensation-seeking and aggressive personality traits, aggressive alcohol expectancies, aggressogenic physical and social bar environments, and total number of drinks. CONCLUSIONS Results of this study suggest that in alcohol-related bar conflicts, higher levels of young adult AmED use are associated with higher levels of aggression perpetration than alcohol use alone and that the elevated risk is not attributable to individual differences between AmED users and nonusers or to contextual differences in bar drinking settings. While future research is needed to identify motivations, dosages, and sequencing issues associated with AmED use, these beverages should be considered a potential risk factor in the escalation of aggressive bar conflicts.
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Affiliation(s)
- Kathleen E Miller
- From the Research Institute on Addictions, University at Buffalo, The State University of New York, Buffalo, New York
| | - Brian M Quigley
- From the Research Institute on Addictions, University at Buffalo, The State University of New York, Buffalo, New York
| | - Rebecca K Eliseo-Arras
- From the Research Institute on Addictions, University at Buffalo, The State University of New York, Buffalo, New York
| | - Natalie J Ball
- From the Research Institute on Addictions, University at Buffalo, The State University of New York, Buffalo, New York
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