Module 5: Cognitive bias modification Flashcards
What does the dual-process account of CBM argue?
That biases are driven by bottom-up mental associations and their effect is moderated by top-down executive control processes
What does the inferential account suggest?
The effectiveness of CBM depends on inferential processes
How can approach bias be measured?
This is the tendency to approach appetitive stimuli which can be investigated with AAT (approach-avoidance task). Involves images of alcoholic and non-alcoholic drinks which can be tilted. Based on this irrelevant feature, participants can pull joystick towards them (approach) or away from them (avoidance response). The image can become larger or smaller based on this. A faster reaction time to draw the alcoholic drinks to you is an approach bias.
How can an attention bias be measured?
Selective attention for drug-associated stimuli using dot-probe test. There are two stimuli presented, and then these are replaced with a more specific stimulus. A shorter response time to a stimulus which replaces a substance-related cue is seen as an attentional bias.
How can a memory bias be measured?
Using Implicit Association Tasl which is when the participant has to categorize words or pictures into categories using left and right buttons. When alcohol is grouped with active and there is a shorter reaction time, alcohol is associated with high arousal
Comparison of proof-of-principle studies to clinical studies
POP studies are in the lab to reveal psychological mechanisms using healthy volunteers. RCTS are in a clinical setting with patients in a clinical sample. RCTS look at the effect of treatment compared to a control and they are randomly assigned. Seen as agold standard
What did Wiers find about the evidence of effectiveness of CBM interventions?
POP as they provide a basis for clinical trials but suggest that CBM has small, short-lived effects on drinking and not clinically relevant. Clinical trials suggest that CBM is a significant intervention to treat alcohol dependence patients.
What is ABC training?
Training to identify antecedent cues to make goal directed choices given the consequences.
How does addictive behaviour manifest in biases?
Behaviour can be governed by automatic processes outside of their conscious control and addictive behaviours can be seen to have an imbalance between impulsive or associative reactions to drug related cues and weak reflective or controlled processes which leaves them susceptible for certain cues. Can lead to attentional biases for alcohol-stimuli, memory bias for automatic activation of associations and bias towards action tendencies to approach alcohol
Purposes of CBM
- test causal role of bias
- clinically applied to reduce maladaptive cognitive biases
What has research found?
- in alcohol AAT drinkers showed an approach bias and were more likely to pull in response to alcohol pictures than positive or negative ones. Carriers of OPRMI G-allele showed approach bias the most
-action tendencies were modified so that the approach bias generalized to new pictures in AAT and IAT. Retraining linked to less alcohol consumption
How was IAT used in this study?
Speeded classification of sorting two target categories of alcohol and soft drinks and attribute categories by using response keys. The first block alcohol and approach were categorized together and in the second alcohol and avoidance were categorized together. The response time of first block in comparison to the second estimate the relative strength of alochol-approach associations
What were the experimental conditions used?
One experimental condition was explicit and the other was implicit
What did results find?
Patients in the experimental condition changed from a small approach bias to a strong avoidance bias for alcohol and the control group changed from a small approach bias to no bias. Also showed small increase in approach bias for soft drinks but decreased in the control group. Craving decreased for experimental group but remained constant in control group.
What did clinical outcomes suggest?
46% of the experimental group had relapse. Women and those in the experimental group tended to do better in relapse. Mediation of the effect of condition on treatment outcome was not confirmed
How could this intervention have strong effects?
It focusses of retraining of action tendencies which could be more important than attentional retraining, importance of pushing movement but associations between object and concepts of approach are important. AAT retraining had effects on IAT so changes in association with alcohol
Limitations
- no mediation of clinical outcomes by changes in cognitive processes found
- no action tendencies for alcohol later during treatment and follow-up were measured
What does incentive sensitization suggest about attentional bias?
That AB results from pairing of alcohol cues with direct effects of alcohol leading to a sensitized reaction to alcohol cues which leads to more salience.
What is the relationship between AB and craving?
There is only a moderate correlation which can be explained by habit or incentive salience. But there are associations with AB and severity of addiction, poor treatment outcome, relapse after treatment and low AB leads to more likely success in cutting down.
Attentional bias training
Based on visual probe task to modify early attention processes like speeded detection of disorder-related stimuli, large attentional processes like difficulty to disengage from stimuli
Effectiveness of ABM
Mixed results as effects found not to generalize to new stimuli and showed no decrease in craving but other results suggests reduced alcohol use.
Which 3 factors increase effectiveness of ABM?
- motivating participants to improve training performance and control over attention
- presenting large number of different stimuli in training and more stimuli
- performing multiple training sessions (repeated sessions lead to less trait anxiety than state vulnerability)
Visual probe task
Reaction time task in which participants respond to probes at different locations on the screen but starts with a fixation cross. Two pictures presented left and right from centre of the screen. An arrow then replaces the screen and is classified.
How does ABM training work?
The probe is always followed by the neutral pictures, never by the alcohol picture so more attention is drawn to the neutral pictured and changes their attentional bias