summary of four psychology articles
BRIEF REPORT
A Pilot Open Trial of Cognitive Bias Modification for Panic Disorder
Courtney Beard1,2 • Cara Fuchs2,3 • Anu Asnaani4 • Molly Schulson2 •
Casey A. Schofield5 • Elise M. Clerkin6 • Risa B. Weisberg2,7,8
� Springer Science+Business Media New York 2016
Abstract Although cognitive biases are involved in the
maintenance of panic disorder (PD), cognitive bias modi-
fication (CBM) has not been tested in PD. The current
study developed and piloted a combined CBM-attention/
CBM-interpretation PD treatment to determine initial
acceptability and efficacy. Ten individuals diagnosed with
PD (nine with Agoraphobia) were asked to complete 8,
20-min sessions of a CBM-A (Dot Probe task with fearful
faces) and CBM-I (Word-Sentence Association Paradigm)
intervention. Cognitive bias, panic symptom severity, and
anxiety during interoceptive exercises were assessed at pre-
and post-assessments. At post-treatment, participants
showed increased benign interpretations, reduced threat
interpretations of ambiguous panic situations, and reported
significantly less severe panic symptoms with six individ-
uals meeting criteria for remission. Anticipatory anxiety for
interoceptive exercises decreased following treatment, but
duration of exercises and anxiety following the exercises
did not. Results suggest that further testing of the treatment
and putative mechanisms of action is warranted.
Keywords Panic disorder � Cognitive bias modification � Attention � Interpretation
Introduction
Cognitive bias modification (CBM) refers to a variety of
tasks designed to affect cognitive biases underlying psy-
chopathology. When used as a treatment, CBM tasks
attempt to induce a healthier cognitive style in order to
improve emotional reactivity and clinical symptoms. Var-
ious CBM tasks targeting attention (CBM-A) and inter-
pretation (CBM-I) biases have been tested in most anxiety
disorders and related disorders (for reviews, see Beard
et al. 2012; Linetzky et al. 2015; Menne-Lothman et al.
2014; Mogoaşe et al. 2014; and Special Section of Cog-
nitive Therapy and Research, Woud and Becker 2014).
However, no studies have tested CBM as a treatment for
panic disorder (PD). Given that PD is also characterized by
attention and interpretation biases (Harvey et al. 1993;
Maidenberg et al. 1996; McNally et al. 1990; Teachman
et al. 2007), CBM may also be indicated for PD.
There is experimental evidence suggesting CBM may be
able to modify cognitive bias in individuals with related
symptoms to PD. These studies have focused on modifying
interpretation bias in individuals with elevated anxiety
sensitivity, a cognitive vulnerability closely linked to PD
(Olatunji and Wolitzky-Taylor 2009; Pilecki et al. 2011).
For example, Steinman and Teachman (2010) presented
ambiguous scenarios describing physical sensations to
individuals with elevated anxiety sensitivity. Participants
& Courtney Beard [email protected]
1 McLean Hospital/Harvard Medical School, 115 Mill St,
Mailstop 113, Belmont, MA 02478, USA
2 Department of Psychiatry, Alpert Medical School of Brown
University, Providence, RI, USA
3 Department of Psychiatry, Brigham and Women’s Hospital,
Boston, MA, USA
4 Department of Psychiatry, University of Pennsylvania,
Philadelphia, PA, USA
5 Department of Psychology, Skidmore College,
Saratoga Springs, NY, USA
6 Department of Psychology, Miami University, Oxford, OH,
USA
7 VA Boston Healthcare System, Boston, MA, USA
8 Boston University School of Medicine, Boston, MA, USA
123
Cogn Ther Res
DOI 10.1007/s10608-016-9790-0
assigned to the positive condition completed word frag-
ments that always resolved the scenario in a benign manner
and subsequently reported lower anxiety sensitivity com-
pared to control groups. This positive training group also
showed a trend of reporting less fear in response to inte-
roceptive exposures. Similar results were obtained using a
different protocol, the Word Sentence Association Para-
digm (WSAP; Beard and Amir 2009), that trained partic-
ipants to endorse benign interpretations and reject
threatening interpretations of ambiguous sentences
(MacDonald et al. 2013). Participants completing the
active version of the WSAP reported lower anxiety sensi-
tivity compared to participants completing a control task.
However, these results were inconclusive because the
overall Time 9 Condition test for anxiety sensitivity was
not significant. Further, Clerkin et al. (2015) found that two
sessions of the WSAP effectively increased benign inter-
pretation endorsement and decreased threat interpretation
endorsement in individuals with elevated anxiety sensitiv-
ity. However, no group differences emerged for anxiety
sensitivity or anxiety in response to interoceptive exercises.
These authors suggest that a lack of group differences may
be due to aspects of the control condition that encourage a
more benign interpretation style, therefore leading both
groups to show reduced anxiety. Finally, a recent ran-
domized control trial evaluated a single session of the
WSAP that incorporated a context-shifting task among a
sample with elevated anxiety sensitivity (Capron and
Schmidt 2016). Critically, this study found that changes in
interpretation bias significantly mediated the relationship
between treatment condition and reductions in anxiety
sensitivity.
These initial studies in students with elevated anxiety
sensitivity are encouraging as they all demonstrated that
CBM affected interpretation bias. Effects on self-reported
anxiety sensitivity and anxiety in response to interoceptive
exercises are also promising, but were small and not
observed across all studies. It is unclear whether or not a
higher dosage (more than one or two sessions) would
produce more robust effects on anxiety sensitivity and
reactivity. Meta-analyses suggest that there is a dose–re-
sponse relationship for CBM (e.g., Beard et al. 2012); thus,
one would expect more sessions to produce greater clinical
effects. It is also unclear whether CBM can alter attention
bias in PD because there are no studies targeting attention
bias in PD or anxiety sensitivity. Finally, it is unclear
whether findings from individuals with elevated anxiety
sensitivity will generalize to a clinical sample of individ-
uals with PD. Further studies examining the utility of CBM
as a multi-session treatment for PD are warranted.
The current study’s primary aims were to test the initial
feasibility, acceptability, and efficacy of a CBM treatment
for PD in an open trial. Similar to prior work (Beard et al.
2011; Brosan et al. 2011), we tested a combined protocol
targeting attention and interpretation biases. Both attention
and interpretation biases have been implicated in the
maintenance of PD and simultaneously targeting two
cognitive vulnerabilities may produce greater clinical
impact than only one given their combined influence (e.g.,
Everaert et al. 2013; Hirsch et al. 2006). We were inter-
ested in the percentage of participants who would complete
an eight-session protocol. We also examined changes in
cognitive bias, panic symptom severity, and anticipatory
anxiety and reactivity to interoceptive exercises. We
compared the obtained effect sizes to those of existing
treatments for PD.
Method
Participants
The local Institutional Review Board approved all study
procedures. Participants were recruited from the commu-
nity via flyers and the internet (n = 6) and from an
ongoing, longitudinal study of the naturalistic course of
anxiety disorders conducted at the same institution (n = 4).
Potential participants were initially screened for eligibility
over the telephone using the Panic Disorder Severity Scale
(PDSS; Shear et al. 2001). Participants scoring 8 or above
(Shear et al. 2001) were invited to participate in the pre-
treatment assessment. Inclusion criteria included a primary
DSM-IV diagnosis of PD established by a PhD-level
clinical psychologist using the Structured Clinical Inter-
view for the DSM-IV (First et al. 2002). Exclusionary
criteria included current (a) suicidal intent, (b) substance
dependence, (c) psychosis or manic episode, (d) cognitive
behavioral therapy (CBT), and (e) change in pharmaco-
logical treatments during the eight weeks prior to study
entry. Participants provided informed written consent and
were compensated $40 for the pre- and post-assessment.
Participants were not compensated for attending the CBM
sessions. Participants were 50 % female and diverse in
ethno-racial background (See Table 1).
CBM Intervention
Participants completed eight, 20-min CBM sessions. Con-
sistent with the most common CBM protocol participants
were asked to complete two sessions per week, separated
by at least 1 day (e.g., Amir et al. 2009a, b; Schmidt et al.
2009). Participants completed all sessions in a research
office space, and a research assistant set up the computer
and provided instructions for the tasks. During the first
session, participants received written materials providing
brief psychoeducation about anxiety and cognitive biases
Cogn Ther Res
123
(referred to as mental habits), as well as a treatment
rationale adapted from Beard et al. (2011).
During each session, participants first completed 128
trials of the CBM-Attention dot probe task. 1 Consistent
with prior protocols (Amir et al. 2009b; Schmidt et al.
2009), trials comprised combinations of probe type (E or
F), fear face position (top or bottom), and person (four
male and four female faces). Each trial began with a fix-
ation cross (‘‘?’’) presented in the center of the monitor for
500 ms. Immediately following termination of the fixation
cue, the computer presented two faces of the same indi-
vidual for 500 ms, one face on top and one on bottom. One
face displayed a neutral expression and one fear. Imme-
diately following termination of the faces, a probe (either
the letter E or F) appeared in the previous location of one
of the two faces. Participants were instructed to decide
whether the letter was an E or an F and press the corre-
sponding button (left or right) on the computer mouse. The
probe remained on the screen until participants responded,
after which the next trial began. Participants were told to
perform the task as quickly and as accurately as possible.
In order to train attention away from threat, the probes
always replaced the neutral faces.
Second, participants completed 122 trials of the CBM-I
task, the panic-relevant version of the Word-Sentence
Association Paradigm (WSAP; Beard and Amir 2009). A
trial began with a fixation cross that appeared on the
computer screen for 500 ms. Second, a word representing
either the threat (‘‘cardiac’’) or benign (‘‘exercise’’) inter-
pretation of an ambiguous sentence (‘‘Your heart is rac-
ing’’) that followed appeared in the center of the computer
screen for 500 ms. Third, the ambiguous sentence
appeared. Participants were asked to use the computer key
board to indicate their response. They were instructed to
press ‘#1’ on the number pad if the word and sentence were
related or to press ‘#3’ on the number pad if the word and
sentence were not related. Stimuli for the WSAP task were
developed to target interpretations of physical sensations
related to anxiety and to situations where individuals with
PD may feel trapped. We adopted this stimulus set from
Clerkin et al. (2015) who report piloting information.
This version of the WSAP provided feedback about
responses designed to extinguish threat interpretations and
encourage benign interpretations of ambiguous situations.
Participants received positive feedback (‘‘You are cor-
rect!’’) when they endorsed the benign interpretation or
rejected the threat interpretation of the ambiguous sen-
tence. Participants received negative feedback (‘‘Incor-
rect’’) when they endorsed the threat interpretation or
rejected the benign interpretation. Speed and accuracy
were emphasized.
Measures
Symptom Severity
The primary symptom outcome measure was the PDSS-SR
(Houck et al. 2002). We also included a behavioral
assessment of panic severity. Specifically, at both pre- and
post-treatment assessments, participants were asked to
complete four interoceptive exercises (jumping jacks,
hyperventilation, chair spinning, straw breathing), each for
60 s. They were instructed that they could stop at any time.
They reported their anxiety level (0–10) immediately
before and after each exercise, and the duration of each
exercise was recorded.
Attention Bias
Participants completed 256 trials of a dot probe assessment
task at pre- and post-treatment. The assessment task is
identical to the CBM task, with the exception that probes
replaced threat and neutral faces with equal frequency.
Interpretation Bias
Participants completed 122 trials of the WSAP. In the
assessment version, feedback about participants’ responses
is not provided. Percent of threat and benign interpretations
endorsed were calculated.
Table 1 Demographic characteristics
N (%)
Age M = 51 (SD = 8.5)
Female 5 (50 %)
Marital status
Single 4 (40 %)
Married/partner 2 (20 %)
Divorced/widowed 4 (40 %)
Highest educational degree
High school/GED 4 (40 %)
Some college 3 (30 %)
Bachelors? 3 (30 %)
Ethnoracial background
Non-Latino White 4 (40 %)
Latino 3 (30 %)
Black/African American 2 (20 %)
Multi-racial 1 (10 %)
1 The following NIMSTIM model numbers were used (fearful and
neutral expressions for each): 3, 6, 7, 9, 11, 14, 18, 19, 28, 30, 34, 37,
38, 41, 42, 43.
Cogn Ther Res
123
Results
The attrition rate was low (10 %, one participant dropped
out after session 2). Nine participants completed eight
sessions within 6 weeks and the post-treatment assessment.
We conducted paired-samples t tests and calculated
Cohen’s d effect size estimates to examine pre-post chan-
ges on outcomes.
Panic Symptom Severity
At pre-treatment, participants’ PDSS-SR scores fell in the
moderate range (M = 12.4, SD = 4.16), and at post-
treatment were in the borderline normal range (M = 4.4,
SD = 4.95), t(8) = 5.15; p = .001, d = 1.86). Speaking to
the clinical significance of these changes, six of the nine
completers (67 %) had post-treatment scores B5, a cut
point for remission (Furukawa, et al. 2009). Figure 1 pre-
sents the scores at each weekly assessment point.
Interoceptive Exercises
One participant used a wheel-chair and was unable to
attempt jumping jacks or chair spinning. The following
number of participants attempted each interoceptive exer-
cise at both time points (pre- and post-treatment): jumping
jacks (n = 6); hyperventilation (n = 8); chair spinning
(n = 7); and straw breathing (n = 8). We averaged anxiety
ratings for the exercises prior to each exercise (anticipatory
anxiety) and immediately following each exercise (anxiety
reactivity) (See Fig. 2 for ratings for each exercise).
Average anticipatory anxiety decreased from pre- to post-
treatment (t(7) = 2.5, p = .04, d = 1.2),with significant
changes specifically for hyperventilation (t(7) = 2.5,
p = .04, d = 1.04) and chair-spinning (t(6) = 2.7,
p = .035, d = 1.00). Average anxiety reactivity also
decreased from pre- to post-treatment, but this medium
effect size was not significant in this small sample
(t(7) = 1.4, p = .21, d = .71).Chair-spinning was the only
individual exercise to significantly improve on anxiety
reactivity (t(6) = 3.8, p = .009, d = 1.31). Finally, we
also averaged the amount of time participants spent doing
the exercises (duration). Duration did not change from pre-
to post-treatment (t(7) = -.65, p = .54, d = .25).
Attention Bias
Seven participants had complete attention bias data from
pre- and post-treatment assessments (one dropped out, two
participants’ data did not save correctly at one of the time
points). Accuracy was good (92 %) at pre- and post-treat-
ment. Inaccurate trials were excluded from analyses. Fol-
lowing recent recommendations for enhancing reliability of
dot probe bias scores, we eliminated response latencies
using the Winsor approach (Price et al. 2014). This elim-
inated 17 % of accurate trials. Standard attention bias
scores were calculated (mean reaction time for incongruent
trials in which probe replaced neutral face—mean reaction
time for congruent trials in which probe replaced threat
face), such that positive scores reflect more attention bias
toward threat. Attention bias scores reduced following
treatment [Pre-treatment M = 19.1 (SD = 49); Post-treat-
ment M = 4.2 (SD = 23)], but this small to moderate
effect size was not significant, (t(6) = .60, p = .57,
d = .42).
Interpretation Bias
Eight participants had complete pre- and post-treatment
WSAP data (one dropped out, one participant’s data did not
save correctly at one of the time points). Participants
showed a significant increase in benign interpretation
endorsement on the WSAP (Pre = 60 %, Post = 77 %,
t(7) = 3.20, p = .015, d = 1.22) and decrease in threat
interpretation endorsement (Pre = 64 %, Post = 22 %,
Fig. 1 Weekly PDSS-SR scores Fig. 2 Anxiety ratings for each interoceptive exercise (*p \ .05)
Cogn Ther Res
123
t(7) = -5.20, p = .001, d = 2.61), both with large effect
sizes.
Discussion
This is the first study to test a CBM intervention for PD.
Given the pilot nature of this initial study, we focused on
feasibility and effect sizes, as opposed to significance
values. The low attrition rate (1 out of 10 participants)
suggests that the intervention was acceptable to a clinical
population diagnosed with PD. As expected, attention bias
scores decreased following treatment with a small to
moderate, but not significant effect size. Effects for inter-
pretation bias were more robust; participants showed large
increases in benign interpretations and large reductions in
threat interpretations on the assessment version of the
WSAP. This successful interpretation modification con-
verges with prior studies targeting interpretation bias in
individuals with elevated anxiety sensitivity (Clerkin et al.
2015; MacDonald et al. 2013; Steinman and Teachman
2010).
Self-reported panic symptom severity decreased signif-
icantly from pre- to post-treatment. Regarding the clinical
significance of this change, the average post-treatment
panic symptom severity fell to the borderline/normal range,
with 66 % completers meeting a recommended cut-off for
remission. This response rate and the large effect size
(d = 1.86) for panic symptom severity are comparable to
those obtained following Cognitive behavioral therapy and
pharmacotherapy (Bandelow et al. 2015; Vos et al. 2012)
for PD. Consistent with meta-analyses of CBM, examina-
tion of weekly scores revealed a consistent slope of panic
symptom improvement across the eight sessions, suggest-
ing that fewer sessions may result in smaller effects on
panic symptoms.
Anticipatory anxiety, measured by anxiety ratings prior
to conducting interoceptive exposures, also reduced fol-
lowing treatment. However, anxiety following the exer-
cises, reflecting anxiety reactivity, as well as duration of
exercises, did not significantly change.
Together, these results suggest that CBM was accept-
able and potentially efficacious for improving cognitive
bias and clinical symptoms of PD. These positive initial
findings extend prior work in non-clinical samples of
individuals with elevated anxiety sensitivity (MacDonald
et al. 2013; Steinman and Teachman 2010) and converge
with prior studies employing similar combined CBM-A/
ABM-I protocols for other anxiety disorders (e.g., social
and general anxiety disorder; Beard et al. 2011; Brosan
et al. 2011). The fact that the obtained effect sizes paral-
leled existing treatments without requiring clinician contact
(with the exception of assessments) and a total of 160 min
of intervention is encouraging. However, randomized
controlled trials are necessary before we can draw con-
clusions about efficacy.
Strengths of the study include the clinical sample,
inclusion of a behavioral assessment, and ethno-racially
representative sample. However, as with all open trials, the
promising findings must be interpreted with caution due to
the pilot nature of the study. Specifically, improvement in
panic symptoms may simply be due to regression to the
mean, habituation to the panic-relevant stimuli, or more
general effects of participating in a research study (e.g.,
attention from research assistant). Reductions in anticipa-
tory anxiety at post-treatment may have been due to
practice effects of having completed the exercises in the
pre-treatment assessment. In this initial study, we did not
include a clinician-rated measure of severity or improve-
ment. Additionally, pre-post improvement in cognitive bias
only reflects the most basic of manipulation checks, as we
did not include novel stimuli or an independent task that
differed from the training task. Moreover, recent data
suggests that the dot probe task may not be a reliable
assessment of attention bias (Schmukle 2005; Staugaard
2009; Waechter et al. 2014). Thus, future studies should
include other types of attention assessments (e.g., eye
tracking, EEG). Finally, no data was collected about eye
glass/contact use.
The results of this pilot trial suggest that larger, ran-
domized controlled trials of CBM for PD are warranted to
confirm mechanisms of action and clinical efficacy. Future
study designs that include follow-up assessments and multi-
modal assessment of cognitive bias and symptoms will
greatly enhance our understanding CBM’s efficacy for PD.
It is not yet clear whether CBM can effectively alter atten-
tion bias in this population. Furthermore, larger scale studies
will enable more extensive examination into whether
changes in interpretation or attention bias (due to CBM)
directly contribute to reductions in PD symptom severity.
Clinical impact may potentially be maximized in future
studies with a higher dose, treatment matching to only those
who demonstrate cognitive biases at baseline, and more
personalized CBM tasks. Developing an appropriate control
group will be crucial given recent evidence that typical
CBM control tasks may actually be active interventions in
their own right (see Heeren et al. 2015). Results also suggest
that it may be appropriate for transdiagnostic CBM
approaches to include individuals with PD, in addition to
social anxiety and generalized anxiety, given the favorable
response to training seen in the present study.
Acknowledgments We thank Claire Walker for her assistance in data collection and entry.
Cogn Ther Res
123
Funding This study was supported by funds from the Department of Psychiatry and Human Behavior of Alpert Medical School of Brown
University.
Compliance with Ethical Standards
Conflict of Interest Courtney Beard, Cara Fuchs, Anu Asnaani, Molly Schulson, Casey A. Schofield, Elise M. Clerkin and Risa B.
Weisberg declare that they have no conflict of interest.
Ethical Approval All procedures performed in studies involving human participants were in accordance with the ethical standards of
the institutional and/or national research committee and with the 1964
Helsinki declaration and its later amendments or comparable ethical
standards.
Informed Consent All procedures followed were in accordance with the ethical standards of the responsible committee on human exper-
imentation (national and institutional). Informed consent was
obtained from all individual subjects participating in the study.
Animal Rights No animal studies were carried out by the authors for this article.
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- A Pilot Open Trial of Cognitive Bias Modification for Panic Disorder
- Abstract
- Introduction
- Method
- Participants
- CBM Intervention
- Measures
- Symptom Severity
- Attention Bias
- Interpretation Bias
- Results
- Panic Symptom Severity
- Interoceptive Exercises
- Attention Bias
- Interpretation Bias
- Discussion
- Acknowledgments
- References