Abstract
Experimental research on alcohol-related aggression has focused largely upon male participants, providing only a limited understanding of the proximal effects of acute alcohol use on aggression among females extrapolated from the male literature. The current meta-analysis was undertaken to summarize the effects of alcohol, compared to placebo or no alcohol, on female aggression as observed across experimental investigations. Method. A review of the literature yielded 11 articles and 12 effect sizes for further analysis. Results. The overall effect size of alcohol on female aggression was small and reached statistical significance (d = .17, p = .02, 95% CI = .03–.30). Discussion. Meta-analytic examination of the experimental literature indicated that alcohol is a significant factor in female aggression. The overall alcohol-aggression effect was smaller than has been observed among male samples. Additional research is required to evaluate the influence of other factors on alcohol-related aggressive responding among female participants.
Keywords: Alcohol, aggression, female participants, meta-analysis, experimental research
Human aggressive behavior has been broadly defined as verbal or physical actions carried out with the intent or desire to inflict harm upon another person (Anderson & Bushman, 2002). Aggressive impulses or urges to aggress are so common that they are considered to be a normative part of the human experience (Finkel & Eckhardt, 2013). Acting on aggressive impulses, particularly when such actions result in physical harm to another, however, is far less common and may constitute pathological behavior when chronic or severe (e.g., Hoppenbrouwers et al., 2013). Alcohol has demonstrated the potential to override inhibitory processes and contribute to an increased risk of aggressive behavioral responding among male samples (e.g., Ito et al., 1996). The effects of alcohol on female aggression, however, are poorly understood (Parker & Auerhahn, 1998). The omission of females from the alcohol-related aggression literature is particularly concerning given the proliferation of evidence indicating that females are responsible for perpetrating a non-trivial portion of violent offenses, including stalking (Harmon, Rosner, & Owens, 1998), intimate partner violence (Desmarais et al., 2012), sexual assault (Fisher & Pina, 2013), robbery (Rennison & Melde, 2014), and homicide (Campbell et al., 2007). The current review aims to consolidate the existing experimental research that has examined the proximal effects of acute alcohol use on female aggression.
Alcohol use is thought to override inhibitory processes and thus act as a behavioral disinhibitor, increasing the risk of aggression as a consequence of alcohol’s proximal psychopharmacological properties (e.g., Giancola et. al., 2010). Alcohol exerts global effects on the brain, which include disruption of higher order cognitive information processing and executive functioning at moderate doses (e.g., Giancola, 2000). Affected cognitive abilities include abstract reasoning skills, goal-oriented planning, and self-monitoring, all of which impair optimal social information processing and result in selective attention to only the most salient environmental cues (Steele & Josephs, 1990). Therefore, once instigated by aggressive prompts (e.g, perceiving an insult or challenge), individuals may be more likely to attend to such information at the expense of less salient cues or distal consequences that may promote nonaggressive responding (e.g., the consequences of reciprocal aggression, pain, jail, or relationship dissolution) (Taylor & Leonard, 1983; Steele & Josephs, 1990).
Prior research has established a small-to-medium sized effect of alcohol on aggressive behavior among males (e.g., d = .54; Lipsey, Wilson, Cohen, & Derzon, 1997). The effect of alcohol on male aggression has been detected using distal, self-report data of problematic alcohol use (e.g., d = .47; Foran & O’Leary, 2008). In addition, a recent meta-analytic review of experimental literature on male-to-female aggression found a consistent effect of administered alcohol across various forms of aggressive behavior, including sexual aggression (d = .32), intimate partner aggression (d = .45), and non-sexual aggression toward female strangers (d = .46; Crane, Godleski, Przybyla, Schlauch, & Testa, 2016). Further, the association between alcohol and male aggressive behavior appears to be cross-cultural with significant effects across geographical regions and ethnic groups (e.g., Caetano, Schafer, & Cunradi, 2001).
The literature on aggressive behavior and alcohol use among females appears far less complete. Early meta-analytic reviews of the experimental literature have reported small effects of alcohol on aggression among females in comparison to their male counterparts. For example, Ito and colleagues (1996) reported that the effect size for alcohol on aggression was larger among studies involving only male participants (k = 46, d = .49) compared to studies involving only females or both genders (k = 4, d = .27). Similarly, Bushman (1997) concluded that alcohol seemed to exert greater effects on male (k = 59, d =.50) than female (k = 6, d = .13) aggression. Neither review found that the alcohol-aggression effect reached statistical significance among females, and both reviews concluded that analyses likely had insufficient power to detect significant effects due to limited data on female samples. More recently, Foran and O’Leary (2008) examined the results of eight studies to report a small effect size (d = .28) shared by self-reported distal alcohol use and retrospective reports of physical aggression among females. This effect reached significance but excluded experimental studies and, thus, did not assess the relationship between acute alcohol use and aggression. The authors again advised caution in interpreting the results due to the sparsity of research.
The current review
With the effects of acute alcohol use associated with aggressive behavior, research that assesses the proximal effects of alcohol is expected to yield the greatest insight into the alcohol-aggression relationship among females. Further, experimental investigations offer greater opportunity to assess the proposed causal relationship between alcohol use and female aggression (Exum, 2006). Previous reviews on alcohol use and female aggression have relied upon a sparse set of research articles and have either intentionally excluded or utilized insufficient experimental data upon which to draw conclusions about the effect of acute alcohol use on female aggression. We sought to quantify this relationship by synthesizing the relevant body of published, experimental research. Consistent with theory and previous reviews, we hypothesized that a small but significant effect of alcohol on female aggression would emerge.
Method
Sample
To identify studies examining the effects of acute alcohol use on female aggression, we searched PsycINFO and PubMed for reports containing any combination of keywords within the domains of alcohol (i.e., alcohol, drinking, ethanol, ETOH, Intoxication, intoxicated), experimental design (i.e., placebo, laboratory, experiment, alcohol administration, alcohol content), aggressive behavior (i.e., aggression, aggressive, violence, violent), and female gender (females, female, women, wife, wives, girlfriend, girlfriends). Additional filters were imposed to limit search results to dissertations or articles published in a peer reviewed journal that had been written in or translated to the English language and involved human subjects. The literature search was conducted in March of 2015 and imposed no earliest cutoff date. Reference list and review paper searches resulted in the detection of nine additional studies. A review of titles and abstracts narrowed prospective articles from an initial 464 to a set of 45. Full review resulted in a final sample of 11 articles and 12 effects (see Figure 1). The current manuscript was not eligible for human subjects ethics review due to the nature of the publicly available composite data utilized for the meta-analytic review.
Procedure
Eligibility
To meet inclusion criteria, articles needed to describe a) an original experimental investigation involving active alcohol and control conditions,1 b) contain an identifiable female sample or subsample, and c) report quantifiable measures of aggression with sufficient data to estimate an effect size for the relationship between alcohol use and aggression.2 All articles were presented in English. The earliest published study was retained when we suspected that multiple studies utilized the same dataset. Nine articles were drawn from substance abuse journals, four from violence journals, and no dissertations met criteria.
Coding
All studies were coded at least once and seven studies (58.3%) were double coded by the first and second author using a structured codebook. Each study was evaluated for data pertaining to the sample, alcohol paradigms, as well as aggression outcomes of interest. Coders discussed and resolved all disputed codes prior to analyses.
Aggression
Eligible studies assessed an array of aggressive behaviors. Six studies used a variant of the Taylor Aggression Paradigm (TAP; Taylor, 1967), a competitive reaction time task in which a participant administers shocks to a fictitious opponent. Two studies appearing in the same article made us of a negative evaluative feedback paradigm (Rohsenow & Bachorowski, 1984). The remaining studies used a teacher/learner method (Gustafson, 1991), the conflict resolution paradigm in which romantic partners discuss an issue upon which they disagree (Testa, Crane, Quigley, Levitt, & Leonard, 2014), a first-person video vignette in which participants were asked to provide likely behavioral responses to provocation (Ogle & Miller, 2004), and the Articulated Thoughts in Simulated Situations paradigm (ATSS; Davison, Robins, & Johnson, 1983) in which participants verbally respond to ambiguous audio interactions between a simulated romantic partner and various other individuals (Eckhardt & Crane, 2008).
Data Analysis
Cohen’s d effect sizes were calculated using means and standard deviations (k = 8), t values (k = 2), and F values (k = 1) described within eligible articles. One study provided an effect size statistic in the form of Cohen’s d. Two articles reported nonsignificant effects without providing an exact t-statistic or p-value. Following prior convention, these p-values were set at .50 to approximate study effects and allow for inclusion in the current meta-analysis (Amato & Keith, 1991; Stith, Smith, Penn, Ward, & Tritt, 2004). The formulae to calculate effect sizes using these data were provided by Hedges and Olkin (1985) and are embedded in the online practical meta-analysis effect size calculator (a companion to Lipsey & Wilson, 2001) that was used in the current analyses. Studies with large, positive d values found that participants who received alcohol were more aggressive than participants who received no alcohol. Studies with large, negative d values found that participants who received no alcohol were more aggressive than participants who had received alcohol. Five studies used randomization procedures but failed to report specific subgroup sizes. Equivalent group sizes were estimated.
Data describing multiple alcohol groups or control groups were pooled accordingly to yield a single composite effect size for each study. Because no differences were detected between no-alcohol and placebo control groups in prior reviews examining aggression (e.g., Ito, Miller, Pollock, 1996) and particularly female aggression (Testa et al., 2006), these comparison groups were combined in the current analyses. Similarly, effect sizes were averaged within studies that presented multiple measures of aggression. In order to attribute greater weight to studies with large samples in the calculation of the overall effect of acute alcohol use on female aggression, effect sizes were weighted by the inverse of their variance (Hedges & Olkin, 1985).
Results
Sample description
Eleven articles yielded 12 effect sizes representing a total of 994 participants. Articles were published in peer reviewed journals between 1984 and 2015 with sample sizes ranging from 32 to 265 participants. Half of the studies (50.0%) specified a sample composed predominantly of Caucasians in the United States with no predominant ethnicity specified in the other investigations. The average participant age ranged from 22 to 32 across studies. The specified target alcohol dose ranged from a BAC of 0.08 to 0.10. With the exception of two investigations in which the target of aggression was an actual (Testa et al., 2014) or simulated (Eckhardt & Crane, 2008) romantic partner, participants were unfamiliar with the target.
Overall effect size
The overall effect size of d = .17 (p = .02, 95% CI = .03–.30) was detected using a random effects analysis of the 12 observed effect sizes (Table 1). The positive effect was small in magnitude and the confidence interval did not contain zero, indicating that the aggression exhibited by female participants who received alcohol was significantly greater than the aggression exhibited by control participants. A failsafe N helps account for the limitation of publication bias and revealed that 6 additional studies with null results would be needed to reduce the current effect size to the .10 level and that 192 would be required to reduce the effect size to .01 (Orwin, 1983; Rosenthal, 1991).
Table 1.
Authors, Publication Year | Sample Size | Aggression Measure | Cohen’s d |
---|---|---|---|
Eckhardt & Crane, 2008 | 33 | Articulated Thoughts | .234 |
Giancola et al., 2002 | 46 | Taylor Aggression Paradigm | .413 |
Giancola et al., 2009 | 265 | Taylor Aggression Paradigm | .249 |
Giancola & Parrott, 2008 | 165 | Taylor Aggression Paradigm | .109 |
Giancola & Zeichner, 1995 | 64 | Taylor Aggression Paradigm | .553 |
Gustafson, 1991 | 45 | Teacher-Learner | −.088 |
Hoaken et al., 2003 | 32 | Taylor Aggression Paradigm | .400 |
Hoaken & Pihl, 2000 | 60 | Taylor Aggression Paradigm | .178 |
Ogle & Miller, 2004 | 41 | Video Vignette | −.177 |
Rohsenow & Bachorowski, 1984 (Study 1) | 48 | Negative Feedback Evaluation | .620 |
Rohsenow & Bachorowski, 1984 (Study 2) | 45 | Negative Feedback Evaluation | −.206 |
Testa et al., 2014 | 150 | Conflict Resolution | −.090 |
| |||
TOTAL | 994 | d = .166 (p = .02, 95% CI = .03 – .30) |
An analysis of homogeneity detected no significant variability in the magnitude of observed effect sizes, which ranged from −0.21 to 0.62 (Q(11) = 12.25, p = .35). Removal of the strongest negative effect and the strongest positive effect changed neither the direction nor the significance of the overall effect (d = .16, k = 10, p = .02, 95% CI = .03 – .29). The heterogeneity of observed effect sizes across the limited number of studies identified in the literature warranted no further examination of moderators that may differentiate between small and large magnitude effects.
Discussion
The current analysis of the experimental literature revealed a significant, small effect size for the relationship between acute alcohol use and aggression, such that female participants who consumed alcohol exhibited greater aggression in response to a subsequent aggression paradigm than female participants who did not drink alcohol. We found homogeneous effects across 12 studies and 994 participants. Because current studies all used experimental designs, the overall test statistic allows us to conclude that alcohol use is a significant factor in acts of female aggression under controlled conditions. Thus, results provide support for our hypothesis.
In comparing the current results to previous findings, it should be noted that the observed effect size of experimentally administered alcohol on female aggression is weaker than indicated by distal associations (Foran & O’Leary, 2008). Survey research typically assesses the relationship between problematic drinking and aggression, two associated types of externalizing behavior. Experimental research, in response to potential ethical concerns, often recruits healthy, social drinkers without significant alcohol use problems. Indeed, none of the studies identified for inclusion in the current review recruited heavy, problematic, or clinically significant drinking samples. Thus, it is likely that the administration of moderate doses of alcohol to healthy, generally nonviolent participants may be insufficient to elicit aggression in most cases. Alcohol may serve as a contributing cause to a subset of participants with high dispositional aggressive tendencies (Finkel & Eckhardt, 2013); however we were unable to test this hypothesis with our limited data.
Based upon the results of prior meta-analyses, the effect of experimentally administered alcohol on female aggression also seems to be smaller than has been observed among their male counterparts (e.g., Crane et al., 2016). This is not entirely surprising given that both gender-inclusive survey (e.g., Foran & O’Leary, 2008) and experimental (e.g., Bond & Lader, 1986; Giancola & Zeichner, 1995; Hoaken & Pihl, 2000) research provide support for stronger effects of alcohol on male than female samples. Again, the stronger effects of alcohol may be capitalizing on the interaction between alcohol’s disinhibiting properties and greater dispositional aggressive tendencies among males (e.g., Anderson & Bushman, 2002). Further research is required to determine whether the overall effect of alcohol on aggression is statistically stronger among male compared to female participants.
As with previous reviews of the literature pertaining to alcohol-induced aggression among females, the most problematic limitation of the current review was the sparsity of eligible research. Limited research makes it difficult to detect heterogeneity among effect sizes and also presents a barrier to conducting and drawing meaningful conclusions from analyses meant to enhance our understanding of the individual and situational characteristics that increase the risk of aggression among females who have consumed alcohol. Nearly ten years ago, Exum (2006) observed that only six studies had evaluated the proximal effects of alcohol on female aggression as of 1997, prompting him to call for additional research into the phenomenon. Only 12 studies were detected for inclusion in the current meta-analytic review, conducted eighteen years later. With a publication rate of fewer than one investigation every two years and noting that it is only through further research that we can begin to comprehensively understand the effects of alcohol on female aggression, we echo the call from Exum (2006) for enhanced activity in this area. Ultimately, future research may aid in the development of prevention efforts to mitigate the risks posed by alcohol-involved female aggression, including the risk of victimization to the female aggressor, particularly in instances of intimate partner violence where female alcohol use and reciprocal aggression increase the likelihood and severity of injury (Crane et al, 2014; Stith et al., 2004).
The ecological validity of aggression paradigms has been questioned with assertions that behavioral response options offered under laboratory conditions do not adequately approximate those available in the real world (Tedeschi & Quigley, 1996). Further, the knowledge that one is being observed in the laboratory may prompt self-reflection on potential aggressive behavior, a situational inhibiting factor that could artificially help override the urge to aggress (e.g., Ito et al., 1996). While the current results allow us to conclude that alcohol is a significant factor in female aggression under controlled conditions, we cannot conclude that this effect generalizes to the aggression beyond the laboratory. Promising methods of naturalistic observation include daily diary and ecological momentary assessment (Moore, Elkins, McNulty, Kivisto, & Handsel, 2011; Testa & Derrick, 2014).
In conclusion, the current results implicate acute alcohol use as a contributing factor in female aggression. In comparison to previous reviews on alcohol-related aggression, the effects of alcohol appear to be diminished among female relative to male perpetrators. Additional laboratory and in vivo research is needed to elucidate the circumstances under which alcohol may contribute to the greatest harm. With the overwhelming majority of relevant, empirically supported treatments developed for and normed upon males, an understanding of gender-specific risk factors has vast clinical implications for generating treatments that may more effectively target the female client. Such implications include insight into risk reduction efforts and the promotion of targeted skills for female substance abuse treatment seekers who suffer from interpersonal problems and aggressive tendencies.
Acknowledgments
Support for this research was provided, in part, by a grant from the National Institute of Alcohol Abuse and Alcoholism (K23 AA021786; PI: Schlauch).
Footnotes
We identified two studies that were inappropriate for inclusion in the current analysis because they utilized a pre-posttest design in which assessments taken from participants during sober laboratory sessions served as controls for assessments taken from the same participants during intoxicated sessions. Effect sizes could not be calculated for either study without knowing the correlation between the two assessment periods. Dougherty, Chereck, and Bennett (1996) used a point subtraction paradigm to determine that a small sample of females (N=10) exhibited greater aggressive responding following high doses of alcohol. Jacob, Leonard, and Haber (2001) recruited 100 heavy drinking males and their partners to engage in a conflict resolution paradigm, reporting that wives responded more negatively toward husbands with high antisocial features during a drinking session rather than a sober session.
Three studies evaluated female perception of aggressive behavior perpetrated by males (Davis et al., 2006; Loiselle & Fuqua, 2007; Pumphrey-Gordon & Gross 2007). These measures were presented in the third person and reflect attitudes toward the aggressive behavior of others as a consistent facet of aggression. First and third person vignettes are a common methodology for studying male-to-female sexual aggression. The three studies that were identified for potential inclusion in the current review required female participants to comment on aggressive behaviors enacted by male characters. As this outcome represents perception of aggression rather than aggressive behavior itself, these studies were not included in the current analyses. Davis and colleagues (2006) concluded that females who had consumed alcohol were less likely to report male sexual aggression as rape than controls (d = .46), Loiselle and Fuqua (2007) found that alcohol assignment extended response latency among females assessing when a male character’s sexual aggression should stop (d = 1.40), and Pumphrey-Gordon and Gross (2007) reported that alcohol assignment reduced response latency among females assessing when a male character’s sexual advances had progressed too far (d = −.12).
Findings of the review from which the current data were drawn have appeared in: Crane, C., Licata, M., & Schlauch, R. (2016, July). The effects of alcohol on female responding during laboratory aggression paradigms. The annual meeting of the Research Society on Alcoholism, New Orleans, LA.
Contributor Information
Cory A. Crane, Rochester Institute of Technology, Department of Biomedical Sciences, 180 Lomb Memorial Dr, Rochester, NY 14623.
MacKenzie L. Licata, Rochester Institute of Technology, Department of Biomedical Sciences, 180 Lomb Memorial Dr, Rochester, NY 14623
Robert C. Schlauch, University of South Florida, Department of Psychology, 4202 East Fowler Ave, Tampa, FL 33620
Maria Testa, Research Institute on Addictions, University at Buffalo, 1021 Main St., Buffalo, NY 14203.
Caroline J. Easton, Rochester Institute of Technology, Department of Biomedical Sciences, 180 Lomb Memorial Dr, Rochester, NY 14623
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