W. Miles Cox

Attentional bias in addictive behaviors: A review of its development, causes, and consequences

A wealth of research from the past two decades shows that addictive behaviors are characterized by attentional biases for substance-related stimuli. We review the relevant evidence and present an integration of existing theoretical models to explain the development, causes, and consequences of addiction-related attentional biases. We suggest that through classical conditioning, substance-related stimuli elicit the expectancy of substance availability, and this expectancy causes both attentional bias for substance-related stimuli and subjective craving. Furthermore, attentional bias and craving have a mutual excitatory relationship such that increases in one lead to increases in the other, a process that is likely to result in substance self-administration. Cognitive avoidance strategies, impulsivity, and impaired inhibitory control appear to influence the strength of attentional biases and subjective craving. However, some measures of attentional bias, particularly the addiction Stroop, might reflect multiple underlying processes, so results need to be interpreted cautiously. We make several predictions that require testing in future research, and we discuss implications for the treatment of addictive behaviors.

The Addiction-Stroop Test: Theoretical Considerations and Procedural Recommendations

Decisions about using addictive substances are influenced by distractions by addiction-related stimuli, of which the user might be unaware. The addiction-Stroop task is a paradigm used to assess this distraction. The empirical evidence for the addiction-Stroop effect is critically reviewed, and meta-analyses of alcohol-related and smoking-related studies are presented. Studies finding the strongest effects were those in which participants had strong current concerns about an addictive substance or such concerns were highlighted through experimental manipulations, especially those depriving participants of the substance. Theories to account for addiction-related attentional bias are discussed, of which the motivational theory of current concerns appears to provide the most complete account of the phenomenon. Recommendations are made for maximizing the precision of the addiction-Stroop test in future research.

Traumatic brain injury and substance misuse: A systematic review of prevalence and outcomes research (1994–2004)

A systematic review of the evidence on substance misuse prevalence in patients with traumatic brain injury (TBI) and outcomes associated with this population is presented. Building upon an earlier review of the area by Corigan (1995), this review is limited to research published between 1994 and 2004. Psycinfo and Medline abstract databases were searched for English-language publications citing research from Western countries on the epidemiology and outcomes of adult TBI patients (aged 15 years or older). The majority of reviewed studies were undertaken in the USA and the investigation foci and methods used were multifarious, constraining the generalisation of the review findings. Prevalence for alcohol intoxication at time of injury in the review was found to be almost identical to that in Corrigans review: 37–51% and 36–51%, respectively. Pre-TBI history of alcohol misuse was found to be less prevalent in the present as opposed to Corrigans review: 37–51% and 55–66%, respectively. Outcome findings were mixed (also found by Corrigan), but mainly in the expected direction of poorer outcomes (neurological, medical, neuropsychological, and functional) in patients with pre-TBI substance misuse. Further research and implications for services are outlined.

Differentiating Heavy from Light Drinkers by Neural Responses to Visual Alcohol Cues and Other Motivational Stimuli

The course to alcohol dependence often starts with a preclinical period of heavy drinking. The present article reports functional magnetic resonance imaging data showing that even this pattern of alcohol consumption is associated with maladaptive neural responses to alcohol and other stimuli. When participants were confronted with visual cues related to alcohol, heavy drinkers showed amplified blood oxygen level-dependent signal responses in specific emotional areas (insular cortex) and in parts of the brains reward circuitry (ventral striatum). This neuronal amplification was not present in light drinkers. Crucially, at the same time heavy drinkers showed reduced responses in frontal areas to pictures related to higher order life goals and in the cingulate cortex to appetitive food stimuli, suggesting that they have difficulty finding alternative, socially desirable goals. Using discriminant function analysis, we demonstrate that the combination of alcohol-related overactivation and underactivation to alternative goals allows heavy and light drinkers to be differentiated with a high degree of precision. Our findings highlight the diagnostic value of functional brain mapping of cue reactivity. Imaging measures may help to identify addictive dispositions in preclinical stages and to clarify the mechanisms that underlie the development and maintenance of alcohol dependence.

Alcohol cognitive bias modification training for problem drinkers over the web

Following successful outcomes of cognitive bias modification (CBM) programs for alcoholism in clinical and community samples, the present study investigated whether different varieties of CBM (attention control training and approach-bias re-training) could be delivered successfully in a fully automated web-based way and whether these interventions would help self-selected problem drinkers to reduce their drinking. Participants were recruited through online advertising, which resulted in 697 interested participants, of whom 615 were screened in. Of the 314 who initiated training, 136 completed a pretest, four sessions of computerized training and a posttest. Participants were randomly assigned to one of four experimental conditions (attention control or one of three varieties of approach-bias re-training) or a sham-training control condition. The general pattern of findings was that participants in all conditions (including participants in the control-training condition) reduced their drinking. It is suggested that integrating CBM with online cognitive and motivational interventions could improve results.

Alcohol attentional bias: drinking salience or cognitive impairment?

ObjectiveThis study evaluated whether alcohol attentional bias is an artifact of excessive drinkers’ impaired cognitive functioning, which adversely affects their performance on the classic Stroop test (a measure of inhibitory control) and the Shipley Institute of Living Scale (SILS; a measure of verbal and abstraction ability). Both tests measure aspects of executive cognitive functioning (ECF).MethodsSocial drinkers (N=87) and alcohol-dependent drinkers (N=47) completed a measure of alcohol consumption, classic and alcohol-related Stroop tests, and the SILS.ResultsA multivariate analysis of variance (MANOVA) showed that the dependent drinkers were poorer on the cognitive measures (SILS scores and classic Stroop interference) and had greater alcohol attentional bias than the social drinkers. An analysis of covariance (ANCOVA) in which the cognitive measures were controlled showed that the dependent drinkers’ greater alcohol attentional bias was not an artifact of their poorer cognitive performance.ConclusionThe results are discussed in terms of cognitive–motivational models, which suggest that excessive drinking sensitizes alcohol abusers’ attentional responsiveness to alcohol-related stimuli to a degree that exceeds the adverse effects of alcohol on their general cognitive functioning.

Cognitive processing of drug-related stimuli: the role of memory and attention.

Recent studies have investigated the role of attentional biases and memory in alcohol and other drugs of dependence and the relationship between the motivation to use alcohol or other drugs and vigilance for relevant stimuli in alcohol and drug dependence. Based on this research, we describe relationships among motivation, memory, and attentional biases in order to enable better understanding of their multiple and interacting roles in the maintenance and development of alcohol and other drug dependence. We argue that memory and attentional processes are critical in the development and maintenance of addiction processes. Furthermore, we assume that attentional bias is not simply a by-product of an addiction disorder but plays a vital role in its development and maintenance, and it serves to enhance actual drug use. Finally, we predict that the motivation to use alcohol or other drugs will increase vigilance for substance-related stimuli, which in turn can lead to actual use. Future research is needed to ll gaps in our knowledge and lead to a more dened and articulated cognitive-behavioural model of drug dependence.

Attentional bias modification for addictive behaviors: clinical implications.

When a person has a goal of drinking alcohol or using another addictive substance, the person appears to be automatically distracted by stimuli related to the goal. Because the attentional bias might propel the person to use the substance, an intervention might help modify it. In this article, we discuss techniques that have been developed to help people overcome their attentional bias for alcohol, smoking-related stimuli, drugs, or unhealthy food. We also discuss how these techniques are being adapted for use on mobile devices. The latter would allow people with an addictive behavior to use the attentional training in privacy and as frequently as needed. The attentional training techniques discussed here appear to have several advantages. They are inexpensive, can be fun to use, and have flexibility in when, where, and how often they are used. The evidence so far also suggests that they are effective.

The Personal Concerns Inventory (Offender Adaptation) Measuring and Enhancing Motivation to Change

Measuring offenders’ motivation for treatment is important for selection and monitoring treatment engagement, yet few psychometrically robust measures of motivation exist. The Personal Concerns Inventory (PCI) was developed to assess motivation to change in people with addictive behaviours. It focuses on identifying goals in a wide variety of life areas, and two profiles have consistently been identified—adaptive and maladaptive. This study aimed to adapt the PCI for use with offenders and assess its suitability. Following amendment, 11 men serving prison sentences were interviewed using the PCI (Offender Adaptation, OA). Personal concerns related to self-change, and partner, family, and relationships were most commonly identified. Scores suggested that offenders show adaptive and maladaptive profiles, similar to those previously identified. The PCI (OA) has promise for use with offenders, although the issue of whether the PCI (OA) is better viewed as a measure of motivation or a motivational enhancer remains for further research.

The motivational basis of cognitive determinants of addictive behaviors.

If a person expects that (a) drinking alcohol or using another addictive substance will enhance positive affect or reduce negative affect, and (b) there is a strong likelihood that these desirable consequences will occur if the substance is used, that person is likely to form a goal of using the substance. The theoretical framework presented here predicts that when that happens, the person will have a current concern for using the substance, with the person thereby sensitized to environmental stimuli related to procuring and using the substance. One indication of the sensitization is selective attention to substance-related stimuli, which is correlated with urges to use and actual use of the substance. Accordingly, interventions have been developed for helping substance users to overcome substance-related attentional bias. The results are promising for reducing both the attentional bias and the substance use. Finally, we discuss other cognitive-modification and motivational techniques that have been evaluated with promising results.