May 29, 2013

Increasingly certain about uncertainty: Intolerance of uncertainty across anxiety and depression


Reference: Carleton, R. N., Mulvogue, M. K., Thibodeau, M. A., McCabe, R. E., Antony, M. M., & Asmundson, G. J. G. (2012). Increasingly certain about uncertainty: Intolerance of uncertainty across anxiety and depression. Journal of Anxiety Disorders, 26, 468-479. doi:10.1016/j.janxdis.2012.01.011

Aims of the Current Study
·         This study is the first systematic attempt to examine intolerance of uncertainty (IU) endorsement rates and response patters across undergraduate, community, and clinical samples. IU is a potentially important transdiagnostic construct involved in the development and maintenance of anxiety and mood disorders.

Introduction and Literature Review
·         Identifying and understanding constructs common to anxiety and depression, such as IU, may provide directions for investigating transdiagnostic vulnerabilities and for developing transdiagnostic treatment protocols.
·         IU is defined as a negative response to ambiguity/uncertainty, beliefs about uncertainty as threatening, and the inability to cope with ambiguity and change
·         Two dimensions of IU
o   Prospective IU = the cognitively focused dimension of IU (e.g., “Unforeseen events upset me greatly”) à expected to be more related to worry and obsessive compulsive symptoms
o   Inhibitory IU = the behaviorally focused dimension of IU (e.g., “The smallest doubt can stop me from acting”) àexpected to be more related to social anxiety, panic, agoraphobia, and depression.
·         Growing evidence that IU may be a transdiagnostic cognitive construct across undergraduate, community, and clinical populations
o   Especially GAD, but also OCD, social anxiety disorder (SAD), panic disorder with or without agoraphobia (PDA), and major depressive disorder (MDD)

Hypotheses
·         Endorsement rates:
o   IU endorsement is expected to be higher in clinical sample relative to both the undergraduate and community samples
o   Within the clinical sample: OCD and GAD > MDD, PDA, and SAD
·         2-factor solution of the IUS-12 was expected
·         Prospective IU was hypothesized to be more related to worry and OCD symptoms
·         Inhibitory IU was hypothesized to be more related to SAD, PDA, and MDD

Method
·         Participants
o   376 outpatients: SAD (n = 120, 32%), PDA (n = 89, 24%), GAD (n = 63, 17%), OCD (n = 60, 16%), and MDD (n = 26, 7%)
o   428 undergraduates
o   571 community members
·         Measures
o   Intolerance of Uncertainty Scale, short form (IUS-12)
o   Structured Clinical Interview for DSM-IV (SCID)
·         Analyses
o   Empirical distributions of the IUS-12 scores across diagnostic, community, and undergraduate groups were studied using Kernel density estimation curves
o   Two ANOVAs comparing total and subscale means of the IUS-12 across groups
§  ANOVA 1: primary GAD vs. primary OAD + co-occurring GAD vs. primary OAD (w/o GAD) vs. primary MDD vs. undergraduates vs. community (Tukey post-hoc comparisons, α = .01)
§  ANOVA 2: SAD vs. PDA vs. GAD vs. OCD vs. MDD vs. undergraduates vs. community (Tukey post-hoc comparisons)
o   Confirmatory factor analysis (CFA) for 3 purposes:
§  (1) Assess the fit of the presumed 2-factor structure for each of the clinical, undergraduate, and community samples
§  (2) Assess if the IUS-12 factor structure, measurement weights, and structural covariances differed for men vs. women
§  Assess if the IUS-12 factor structure, measurement weights, and structural covariances differed for diagnostic groups

Results
·         Some demographic differences between groups (e.g., age, gender)
·         Items and summed scale alternatives demonstrated acceptable skew and kurtosis
·         Almost no statistically significant differences between men and women on the total or subscale scores of the IUS-12 in any sample
·         Kernel distribution estimations: 3 general patterns
o   SAD, GAD, OCD, and MDD demonstrated very similar distributions: high range of IUS-12 scores, normal to negatively skewed
o   Undergraduate and community samples demonstrated very similar distributions to each other: lower range of IUS-12 scores, disparate from the clinical groups, positively skewed
o   PDA wider range of IUS-12 scores
·         ANOVA 1
o   Primary GAD, primary OAD + co-occurring GAD, primary OAD (w/o GAD), primary MDD > undergraduates, community
·         ANOVA 2
o   SAD, PDA, GAD, OCD, MDD > undergraduates, community
o   Re-ran ANOVA excluding participants with a comorbid diagnosis à still no statistically significant differences between clinical groups
·         CFA
o   2-factor structure was statistically superior to a unitary structure for men and women in all 3 samples
·         Invariance analyses
o   No differences between men and women based on measurement weights or structural covariances for any of the 3 samples (clinical, undergraduate, community), suggesting response patterns for men and women were comparable
o   No differences between undergraduate and community samples based on measurement weights suggesting response patterns were largely similar; however, the structural covariances were significant different
o   Significant and substantial differences in response patterns based on measurement weights or structural covariances between the clinical sample and each of the undergraduate and community samples
o   No differences across the diagnostic groups based on measurement weights or structural covarainces

Discussion
·         Three important contributions
o   First direct comparative analyses of IU response patterns and empirical distributions, as measured by IUS-12, across clinical, undergraduate, and community samples
§  Empirical distributions of IU for those with principal SAD, GAD, OCD, and MDD very similar (although PDA had relatively large variance of scores)
§  No statistically significant differences between any diagnostic groups
§  IU appears to not be specific to any given disorder (e.g., OCD or GAD) but instead seems to represent a broad transdiagnostic cognitive vulnerability
o   First presentation of normative IUS-12 data for several clinical samples and further assessment of the proposed IUS-12 factor structure
§  2-factor structure was supported and superior to unitary alternative for all three samples
o   Further psychometric support for the IUS-12 as being invariant across sex with a robust factor structure
§  Response patterns of undergraduate and community participants were largely comparable; clinical response patterns were also comparable to one another but were substantially different from undergraduate/community samples
·         Limitations
o   Samples sizes for each diagnostic group within the clinical sample are insufficient for robust CFA (preliminary analyses)
o   No inter-rater reliability information for SCID diagnoses
o   Clinical sample had high levels of comorbidity (not diagnostically “pure”)
o   Undergraduate and community samples were not diagnostically assessed
o   The causality of IU and the development of anxiety/depressive disorders cannot be determined
o   Unable to determine mechanisms or manner in which IU relates to each disorder
o   Sample primarily Caucasian
·         Future directions
o   Do individuals with anxiety and depression experience greater IU in general or IU specific only to their disorder (e.g., to bodily sensations in panic)
o   Incorporating IU-specific treatment components into therapy (e.g., in vivo exposure to uncertainty)
o   Further taxometric investigation of IU as measured by the IUS-12
o   Further studies directly comparing IUS-27 and IUS-12


Discussion Questions
·         Based on the results reported in this study (and reviewed from previous studies), does it seem to you that IU is indeed a transdiagnostic construct across anxiety and depression (vs. unique to OCD and/or GAD)?
o   If so what evidence do you find most compelling?
o   If not, what other information would you need in order to make your decision?
·         What is the next study in this area that you think needs to be done?
·         Based on your research knowledge and clinical experiences, what are your preliminary thoughts/hypotheses about the empirical question raised in the future directions section about whether individuals with anxiety and depression experience greater IU in general or IU specific only to their disorder (e.g., to bodily sensations in panic)?
·         Do any of the limitations mentioned above (e.g., small sample sizes, no diagnostic inter-rater reliability) particularly concern you?
·         For those of you who research disorders/problems outside of anxiety and depression, are there ways that you can see this work on IU extending to other concerns/populations?


2 comments:

  1. Sorry for the delay in response, thanks so much for sending your review of this article, I think this is a really interesting area and construct. A few thoughts on some of the specific questions you raised:

    · Based on the results reported in this study (and reviewed from previous studies), does it seem to you that IU is indeed a transdiagnostic construct across anxiety and depression (vs. unique to OCD and/or GAD)?
    o If so what evidence do you find most compelling?
    o If not, what other information would you need in order to make your decision?

    I do think that IU appears to be more of a transdiagnostic construct rather than specific to any diagnosis. For me, the elevated scores across all diagnostic groups relative to community/student groups, and the similarity in distribution for all diagnostic groups was compelling evidence to suggest IU does not only show up in certain sets of patients. That the IU construct may also be multifactorial, and the factors relate differentially to diagnostic groups further supports its applicability to a range of diagnoses, allowing for some specificity of relations within the broader construct. Other information I’d be interested in would be results from treatment outcome studies: does targeting IU in each of these disorders lead to similar symptom change? In addition, studies investigating how IU functions within each diagnostic group would be useful – for instance does IU function as an etiology, or a symptom of, disorders? And is it the same across all groups or function differently in different diagnoses?

    I also wonder what consequences some of the changes in DSM-5 would have on this model. For instance, OCD is moving to the Obsessive Compulsive and Related Disorders category and PTSD is moving to the Trauma category. If these are no longer classified as Anxiety disorders, but have a core component of IU, the theory that IU links mood and anxiety disorders is incomplete. Future studies could examine the role of IU in other disorders in these new categories, potentially supporting even greater transdiagnostic applicability of IU.

    What other constructs do you think might fit this transdiagnostic model?

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  2. I definitely agree that a great next step in this area would be investigating IU as it relates to treatment outcome studies. Specifically I'd be interested in whether incorporating individualized information about IU dimensional vulnerabilities into IU-specific treatments is beneficial for treatment outcomes (and whether IU is a mechanism of treatment change in these treatments). I am most familiar with the research on IU as it pertains to OCD, and some IU-specific
    treatments that come to mind that could be examined include in vivo or imaginal exposure to IU (Jon Grayson has written a lot in this area) and cognitive restructuring about the need to be certain (Sabine Wilhelm and Gail Steketee published a 2006 manual about cognitive therapy for OCD with an entire chapter devoted to "Desire for Certainty").

    I also agree with your points about DSM-5. Although for me this research on IU as a transdiagnostic construct simply provides more questions as to why OCRDs and trauma-related disorders are being separated from the anxiety disorders category in the first place (but that is probably an entire other journal club discussion!).

    Another transdiagnostic construct I have been coming across a lot is psychological flexibility (also sometimes written about as "distress tolerance"), which seems central to a lot of psychological concerns. But I would love to hear if there are others that people have noted!

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