Journal of Behavior Therapy and Experimental Psychiatry
Internet-based Cognitive Bias Modification of Interpretations in patients with anxiety disorders: A randomised controlled trial
Introduction
Cognitive theories argue that patients with an anxiety disorder interpret potential threatening information as much more threatening than they are and this biased interpretation is held to be the pathogenic nucleus of the disorder (Beck et al., 1985, Williams et al., 1988). It is hypothesised that biased interpretations are causally related to anxious feelings and behaviour and experimental evidence supports this causal claim (Mathews & Mackintosh, 2000). Interpretation bias was modified using a scenario-based Cognitive Bias Modification for Interpretations (CBM-I) training and anxiety was affected subsequently. In the meantime these findings have been replicated several times (see for an overview Hallion & Ruscio, 2011).
There is overwhelming evidence that patients with an anxiety disorder have the tendency to interpret ambiguity in a threat-related way. That is, patients with a social anxiety disorder (SAD) interpreted ambiguous social scenarios as more negative than a non-anxious control group (Amir, Foa, & Coles, 1998), patients with a panic disorder (PD) were more likely to interpret bodily sensations as signs of threat than other anxiety disorder patients (Clark et al., 1997), and patients with Generalised Anxiety Disorder (GAD) interpreted ambiguous scenarios as more threatening than non-anxious controls (Butler & Mathews, 1983). In a prospective study, it was shown that interpretation of initial posttrauma symptoms predicted Posttraumatic Stress Disorder (PTSD) symptoms at six and nine months follow-up (Dunmore, Clark, & Ehlers, 2001).
According to cognitive theories of psychopathology, it is important that treatments for anxiety disorders address these maladaptive processes. Cognitive Behavioural Therapy (CBT), for example, aims to alter those biased interpretations via cognitive restructuring and behavioural experiments. As biases in information processing are fast and more automatic processes, the use of verbal dialogue and explicit instructions might not be the optimal approach to change them (Beard, 2011). Furthermore, processing biases filter incoming information and may act as a barrier in CBT by hampering the activation of incongruent information (Baert, Koster, & De Raedt, 2011). A recent new development to change these processing biases in a different way is Cognitive Bias Modification (CBM). It is a computerised training consisting of “extensive practice on a cognitive task designed to encourage and facilitate the desired cognitive change” (p. 3, Koster, Fox, & MacLeod, 2009). In Cognitive Bias Modification of Interpretation (CBM-I), participants repeatedly practice more positive interpretations. Compared to CBT, CBM changes processing biases through practicing the desired process, and not through verbal instruction and explicitly challenging thoughts. Due to the different approach, CBM might have added value in the treatment of anxiety disorders.
There is accumulating evidence that CBM-I training has effects in non-anxious and highly anxious analogue samples. For example, four sessions of positive CBM-I training using scenarios provided to highly anxious individuals resulted in stronger reductions in trait anxiety scores (d = 0.58) compared to a test–retest control group (d = 0.08) (Mathews, Ridgeway, Cook, & Yiend, 2007). These effects were replicated in a study where (scenario-based) CBM-I sessions were increased from four to eight in a sample of highly anxious students with stronger reductions in trait anxiety and levels of psychological distress in the CBM-I training condition (d = 0.29 and 0.41 respectively) compared to a placebo control condition (scenarios had 50% positive and 50% negative outcomes, d = 0.06 and d = −0.04 respectively) (Salemink, van den Hout, & Kindt, 2009). Similar findings have been observed with different types of CBM-I paradigms (Amir et al., 2010, Beard and Amir, 2008) and with different types of highly anxious analogues populations (Hirsch et al., 2009, Steinman and Teachman, 2010, Teachman and Addison, 2008).
To the best of our knowledge, two studies actually examined the effects of CBM-I in a clinically anxious sample (Amir and Taylor, 2012, Hayes et al., 2010) and two other studies tested a combined training of both attention and interpretation bias training (Beard et al., 2011, Brosan et al., 2011). Hayes et al. (2010) investigated the effects of a single CBM-I session in GAD. Forty patients were randomly allocated to a positive interpretation bias training (homograph and scenario-based training) or a placebo control condition (both training paradigms contained 50% threatening interpretations). CBM-I successfully modified interpretations and individuals who had followed the positive training had fewer self-reported negative intrusive thoughts. However, there were no significant differences between the groups in change in self-reported anxiety following a worry period (dpositive CBM = 0.03 vs. deterioration in the placebo group dplacebo = −0.19). The lack of effects on anxiety might be, among other reasons, due to the fact that individuals were only trained once, whereas multiple sessions of training might be necessary to obtain emotional effects in a clinical sample. Amir and Taylor (2012) provided a 12 session interpretation training (based on Word–Sentence Association Paradigm, WSAP) to individuals with a generalised SAD. Training affected interpretations and, compared to a placebo control condition (receiving 50% positive and 50% negative feedback after endorsing threatening interpretations), participants who received the training were judged as less socially anxious by clinicians who were blind to treatment condition (d = 1.95 vs. 0.61). However, both conditions did not differ on change in self-reported social anxiety symptoms; both the training condition (d = 1.23) and the control condition (d = 1.29) displayed large reductions in self-reported social anxiety. These first findings in clinical samples seem to suggest that CBM-I is successful in modifying interpretations, but that it does not outperform the control condition with respect to self-reported anxiety. Regarding the two studies that examined CBM-I in combination with attention training in a clinical sample; Brosan et al.'s study (2011) did not include a control group, thus it is unclear whether the observed reduction in self-reported anxiety (dstate anxiety = 0.81, dtrait anxiety = 1.12) is the result of the intervention. Beard et al., 2011 compared the combined CBM training (eight sessions WSAP training) with a placebo condition (attention: probe replaced neutral and disgust faces with equal frequency; interpretation: words were not related to social, but to superficial aspects). A stronger reduction in self-reported anxiety was observed in the CBM condition (d = 1.04) compared to the placebo condition (d = 0.20). Even though this result is promising, it is hard to evaluate the role of interpretive bias training, as the effects could also be due to the attentional bias training. Up to now, the effects of CBM-I on self-reported anxiety in clinical populations seem more mixed than the effects in non-anxious and highly anxious analogue samples. Furthermore, little is known regarding the longevity of the effects as only Amir and Taylor (2012) included follow-up measures, though only in the CBM-I condition.
CBM-I training is a computerised training that has the possibility to be offered to participants via internet. Up to now, however, all published CBM-I studies with clinical samples have delivered the training in a laboratory or office setting with participants coming to that location to complete each training session (Amir and Taylor, 2012, Beard et al., 2011, Brosan et al., 2011, Hayes et al., 2010, but see Salemink et al., 2009 for an online CBM-I training in a highly anxious, but not clinical sample). This is surprising as repeatedly coming to a certain location might be a barrier for care. People living in remote areas, physically disabled patients with restricted mobility, or patients who are hesitant to seek face-to-face treatment might be better reached with internet-delivered therapies (Lange, van der Ven, Schrieken, & Emmelkamp, 2001). Thus internet-based treatment has the potential to increase availability, but also to facilitate dissemination. In addition, given the context sensitivity of training effects, online interventions are promising as they can be completed at home (Macleod, Koster, & Fox, 2009). Furthermore, E-mental health is a promising new area for treatment and studies have shown that internet-delivered CBT may be as effective as face-to-face CBT (e.g., Hedman et al., 2011). Finally, web-based interventions have the potential of being more cost-effective. Computerised CBM training paradigms seem ideal interventions to be provided online and this has been tested for attentional bias training (CBM-A). The first findings are however mixed; while it has been shown that attentional bias can be modified using an internet-delivered training (Macleod, Soong, Rutherford, & Campbell, 2007), another study revealed no superior effects of CBM-A on self-reported anxiety symptoms (Carlbring et al., 2012). The findings of online interpretive bias training in a highly anxious, non-clinical sample were promising (Salemink et al., 2009).
The aim of the present study was to examine the effectiveness of an internet-delivered CBM-I training in a clinical sample of patients with a broad range of anxiety disorders. In a randomised, double-blind placebo-controlled trial, patients with anxiety disorders were trained online to either generate positive interpretations of ambiguous social scenarios or to generate 50% positive and 50% negative interpretations in the placebo control condition. This placebo-control condition was developed to control for the effects of repeated exposure to emotional social material and non-specific treatment effects (cf. Hayes et al., 2010, Salemink et al., 2009). Furthermore, to examine the longevity of the effects, a three-month follow-up assessment was included for both the CBM-I training group as well as the placebo-control condition. During the eight day program, patients did not receive other treatments as they were on a waiting list to receive treatment. However, at follow-up assessment three months later, they received treatment as usual. It was predicted that positive CBM-I would modify the interpretation bias. That is, patients trained to interpret ambiguity in a positive way would interpret new ambiguous information less negatively and more positively compared to patients in the placebo-control condition. Secondly, based on the theoretical model and previous findings in high anxious individuals, it was predicted that patients in the CBM-I condition would display less anxiety, depressive mood, general psychological distress, and more positive mood following training relative to patients in the placebo control condition (primary outcome) and that those treatment effects would be maintained at follow-up. In order to clarify the unexpected results of the first study (see below), we performed a second study with a different placebo control condition.
Section snippets
Participants
The waiting list at Altrecht Academic Anxiety Centre or Mesos Medical Centre (Utrecht, the Netherlands) was searched to identify patients who had, based on the intake procedure, one of the following diagnoses: PD with or without agoraphobia; SAD; PTSD; or GAD. Eligible participants received a detailed letter describing the study, the aim (to examine the effect of a computerised training for anxiety), randomisation, the assessments, the risks etc., and inviting them to participate. Patients were
General discussion
The aim of the current studies was to examine the therapeutic effectiveness of an internet-based CBM-I training in a clinical sample of patients with a broad range of anxiety disorders. Study 1 compared an eight-day positive CBM-I training with a placebo control condition. As predicted, individuals who received the positive CBM-I training interpreted ambiguous situations less negative compared to individuals who received the control condition. This suggests that the online training was
Acknowledgements
The work was carried out at the Department of Clinical and Health Psychology, Utrecht University, the Netherlands. We are very grateful to the patients of our study. We want to thank Nellie Buurman and Erline Rood for their valuable help with patient recruitment, assessments, and data entry. We thank Saskia Righart and Hellen Hornsveld for their help in patient recruitment at Altrecht Academic Anxiety Centre and Mesos Medical Centre, respectively. Martin Laverman is thanked for his help in
References (45)
- et al.
The effect of single-session interpretation modification on attention bias in socially anxious individuals
Journal of Anxiety Disorders
(2010) - et al.
A multi-session interpretation modification program: changes in interpretation and social anxiety symptoms
Behaviour Research and Therapy
(2008) - et al.
Cognitive bias modification for attention and interpretation reduces trait and state anxiety in anxious patients referred to an out-patient service: results from a pilot study
Journal of Behavior Therapy and Experimental Psychiatry
(2011) - et al.
Cognitive processes in anxiety
Advances in Behaviour Research and Therapy
(1983) - et al.
A prospective investigation of the role of cognitive factors in persistent Posttraumatic Stress Disorder (PTSD) after physical or sexual assault
Behaviour Research and Therapy
(2001) - et al.
The effects of modifying interpretation bias on worry in generalized anxiety disorder
Behaviour Research and Therapy
(2010) - et al.
Interapy. Treatment of posttraumatic stress through the Internet: a controlled trial
Journal of Behavior Therapy and Experimental Psychiatry
(2001) - et al.
Inducing a benign interpretational bias reduces trait anxiety
Journal of Behavior Therapy and Experimental Psychiatry
(2007) - et al.
Cognitive vulnerability to anxiety: a review and an integrative model
Clinical Psychology Review
(2009) - et al.
Validation of the “recognition task” used in training of interpretation biases
Journal of Behavior Therapy and Experimental Psychiatry
(2010)
Trained interpretive bias and anxiety
Behaviour Research and Therapy
Effects of positive interpretive bias modification in highly anxious individuals
Journal of Anxiety Disorders
Adolescent threat-related interpretive bias and its modification: the moderating role of regulatory control
Behaviour Research and Therapy
Modifying interpretations among individuals high in anxiety sensitivity
Journal of Anxiety Disorders
Interpretation and judgemental biases in social phobia
Behaviour Research and Therapy
Negative interpretation bias in social phobia
Behaviour Research and Therapy
Interpretation training in individuals with generalized social anxiety disorder: a randomized controlled trial
Journal of Consulting and Clinical Psychology
SCL-90: Handleiding bij een multidimensionele psychopathologie-indicator (SCL-90: Manual for a multidimensional indicator of psychopathology)
Modification of information processing biases in emotional disorders: clinically relevant developments in experimental psychopathology
International Journal of Cognitive Therapy
Cognitive bias modification for anxiety: current evidence and future directions
Expert Review of Neurotherapeutics
Combined cognitive bias modification treatment for social anxiety disorder: a pilot trial
Depression and Anxiety
Anxiety disorders and phobias: A cognitive perspective
Cited by (54)
Online cognitive bias modification for interpretation to reduce anxious thinking during the COVID-19 pandemic
2024, Behaviour Research and TherapyChange in emotion appraisal and reappraisal in psychotherapy
2024, Change in Emotion and Mental HealthMulti-session online interpretation bias training for anxiety in a community sample
2021, Behaviour Research and TherapyInvestigating the therapeutic potential of cognitive bias modification for high anxiety sensitivity
2020, Journal of Behavior Therapy and Experimental PsychiatryA randomised controlled trial of computerised interpretation bias modification for health anxiety
2020, Journal of Behavior Therapy and Experimental PsychiatryCitation Excerpt :There are several possible explanations for the current findings First, the improvements in both groups may not have been due to specific effects of CBM-I training, but rather non-specific therapeutic factors, such as positive expectations, demand effects, clinician contact and the diagnostic interview (Borkovec & Costello, 1993; Mohr et al., 2005; 2009). Second, it is possible that the Control group may have acted as a diluted but effective intervention in itself as participants were trained to think about bodily symptoms in a positive/benign way half of the time (see Salemink et al., 2014). Edwards, and colleagues (Edwards, Portnow, Namaky, & Teachman, 2018) have recently proposed that half/positive/half negative training may also improve cognitive flexibility, and train anxious individuals to be resilient to stressors, especially when there is a real possibility of negative events occurring in the future.Third, it is possible that CBM-I training exposed participants, regardless of their group, to health information that they would typically avoid.