Linking attention bias to youth social anxiety and depression: Insights from computational modeling of the affective Posner task.
Linking attention bias to youth social anxiety and depression: Insights from computational modeling of the affective Posner task.
- Research Article
133
- 10.2196/16875
- May 29, 2020
- Journal of Medical Internet Research
BackgroundSocial anxiety disorder is a highly prevalent and burdensome condition. Persons with social anxiety frequently avoid seeking physician support and rarely receive treatment. Social anxiety symptoms are frequently underreported and underrecognized, creating a barrier to the accurate assessment of these symptoms. Consequently, more research is needed to identify passive biomarkers of social anxiety symptom severity. Digital phenotyping, the use of passive sensor data to inform health care decisions, offers a possible method of addressing this assessment barrier.ObjectiveThis study aims to determine whether passive sensor data acquired from smartphone data can accurately predict social anxiety symptom severity using a publicly available dataset.MethodsIn this study, participants (n=59) completed self-report assessments of their social anxiety symptom severity, depressive symptom severity, positive affect, and negative affect. Next, participants installed an app, which passively collected data about their movement (accelerometers) and social contact (incoming and outgoing calls and texts) over 2 weeks. Afterward, these passive sensor data were used to form digital biomarkers, which were paired with machine learning models to predict participants’ social anxiety symptom severity.ResultsThe results suggested that these passive sensor data could be utilized to accurately predict participants’ social anxiety symptom severity (r=0.702 between predicted and observed symptom severity) and demonstrated discriminant validity between depression, negative affect, and positive affect.ConclusionsThese results suggest that smartphone sensor data may be utilized to accurately detect social anxiety symptom severity and discriminate social anxiety symptom severity from depressive symptoms, negative affect, and positive affect.
- Research Article
1
- 10.1007/s10826-019-01391-y
- Apr 6, 2019
- Journal of Child and Family Studies
To better understand the factors associated with the maintenance of social anxiety symptoms in youth. Social anxiety disorder is highly prevalent, and it is associated with persistent and recurrent major depressive disorders that are more chronic and linked with worse social functioning. Negative self-statements have been found to be a critical factor in the development and maintenance of mood dysregulation in youth. Working memory has been one variable that has shown to influence and/or be influenced by maladaptive cognitions. The goal of the current study was to delineate the role negative self-statements and working memory play in the relationship between social anxiety and depressive symptomatology in youth (N = 159; agerange = 7–16 years; Mage = 10.97 ± 2.38 years). It was hypothesized that negative self-statements would mediate the relationship between social anxiety and depressive symptomatology, and this relationship would be moderated by working memory. provided support for our hypothesis; negative-self statements have an indirect effect the relationship between socially anxious and depressive symptomatology in a large sample of service-seeking youth. Furthermore, the relationship between negative self-statements and depressive symptomatology, but not social anxiety and negative self-statements, was moderated by working memory. The indirect effect negative self-statements have on the relationship between social anxiety and depressive symptoms in youth, where negative self-statements and depressive symptoms were moderated by youths’ working memory have important assessment and treatment implications of mood disorders in youth.
- Research Article
514
- 10.1016/j.biopsych.2005.08.012
- Oct 26, 2005
- Biological Psychiatry
Association between Amygdala Hyperactivity to Harsh Faces and Severity of Social Anxiety in Generalized Social Phobia
- Research Article
24
- 10.1097/ccm.0000000000004703
- Oct 28, 2020
- Critical Care Medicine
Evidence linking end-of-life-care quality in ICUs to bereaved family members' psychologic distress remains limited by methodological insufficiencies of the few studies on this topic. To examine comprehensively the associations of family surrogates' severe anxiety and depressive symptoms with end-of-life-care quality in ICUs over their first 6 months of bereavement. Prospective, longitudinal, observational study. Family surrogates (n = 278) were consecutively recruited from seven medical ICUs at two academically affiliated medical centers in Taiwan. Family surrogates' anxiety and depressive symptoms were assessed 1, 3, and 6 months postloss using the Hospital Anxiety and Depression Scale. Family satisfaction with end-of-life care in ICUs was assessed 1-month postloss by the Family Satisfaction in the ICU questionnaire. Patients' end-of-life care was documented over the patient's ICU stay. Associations of severe anxiety and depressive symptoms (scores ≥ 8 for each subscale) with end-of-life-care quality in ICUs (documented by patient care received and family satisfaction with end-of-life care in ICUs) were examined by multivariate logistic regression models with generalized estimating equation. Prevalence of severe anxiety and depressive symptoms decreased significantly over time. Surrogates' lower likelihood of severe anxiety or depressive symptoms 3-6 month postloss was associated with death without cardiopulmonary resuscitation, withdrawing life-sustaining treatments, and higher family satisfaction with end-of-life care in ICUs. Bereaved surrogates' higher likelihood of these symptoms was associated with physician-surrogate prognostic communication and conducting family meetings before patients died. End-of-life-care quality in ICUs is associated with bereaved surrogates' psychologic well-being. Enhancing end-of-life-care quality in ICUs by improving the process of end-of-life care, for example, promoting death without cardiopulmonary resuscitation, withdrawing life-sustaining treatments, and increasing family satisfaction with end-of-life care, can lighten bereaved family surrogates' severe anxiety symptoms and severe depressive symptoms.
- Research Article
10
- 10.1002/jclp.23363
- Apr 18, 2022
- Journal of Clinical Psychology
Although previous studies have demonstrated the association between social anxiety symptom severity and the tendency to appraise positive social events negatively among individuals with social anxiety disorder, no study has examined mediators of this relationship. The current study sought to examine whether intolerance of uncertainty and its subfactors mediate the relationship between social interaction anxiety and the tendency to interpret positive social events negatively. One hundred and sixty-five individuals with social anxiety disorder completed measures of social interaction anxiety symptom severity, intolerance of uncertainty, and negative interpretations of positive social events. Total intolerance of uncertainty and the inhibitory-intolerance of uncertainty subscale scores significantly mediated the relationship between social interaction anxiety and negative interpretations of positive events. Exploratory post-hoc analyses regarding the possible contributing role of depression demonstrated mixed results. The same mediation pattern was found in the full sample as well as those without a secondary comorbid mood disorder diagnosis. In contrast, serial mediation showed a mediating role of depressive symptom severity. Inhibitory-intolerance of uncertainty plays a role in the relationship between social interaction anxiety and negative interpretations of positive social events.
- Research Article
7
- 10.1016/j.jad.2023.10.107
- Oct 18, 2023
- Journal of Affective Disorders
Anhedonia mediates the relationships between childhood trauma and symptom severity of PTSD and depression, but not of social anxiety
- Research Article
- 10.1007/s41252-024-00421-1
- Oct 18, 2024
- Advances in Neurodevelopmental Disorders
Objectives The objective was to disentangle the role of between- and within-person variation in executive functioning (EF) in the development of anxiety and depressive symptoms among youth with neurodevelopmental disorders. Methods We assessed 85 youth with ADHD, 38 youth with autism spectrum disorder (ASD), and 50 typically developing (TD) youth at baseline (Mage = 11.7 years, 64% males), 2-year follow-up, and 10-year follow-up with neuropsychological tests of EF and anxiety and depressive symptoms scales. Results Across groups, depressive symptoms increased with age, whereas anxiety symptoms were stable. Greater within-person improvement in overall EF from baseline to 2-year follow-up predicted reduced anxiety symptoms. Greater within-person improvement in cognitive flexibility predicted reduced depressive symptoms from baseline to 2-year follow-up. Conclusions We conclude that improvement in EF skills in youth may lessen the severity of anxiety and depressive symptoms over time. Thus, EF could be an intervention target to prevent anxiety and depressive symptoms.
- Research Article
12
- 10.1371/journal.pone.0224126
- Oct 24, 2019
- PLOS ONE
Negative emotionality (NE) and positive emotionality (PE) have repeatedly shown to act as vulnerability factors for youth depression. Less research examined the mechanisms through which these reactive temperament traits may differently confer vulnerability to depression. Based on recent integrated models of depression proposing emotion regulation as a key underlying mechanism, the current study aimed to clarify the general and day-to-day relations among temperament, emotion regulation strategies, and depressive symptoms in Dutch-speaking youth (35% boys; Mage = 13.27 years, SD = 1.98) using a cross-sectional (n = 495) and a 7-day daily diary design (n = 469). Self-reported temperament, trait rumination, trait positive refocusing, and depressive symptoms were measured at baseline. State rumination, state positive refocusing, and depressive symptoms were further assessed daily. Whereas results revealed that NE and PE interacted in predicting baseline and daily depressive symptoms, the cross-sectional analyses provide preliminary evidence for the hypothesis that NE and PE each provide unique pathways for understanding vulnerability to depression. Additional analyses in the daily diary study showed NE to be significantly related to trajectories of state rumination. Results contribute to a more nuanced understanding of the associations between temperament, emotion regulation strategies, and depressive symptoms in youth.
- Research Article
2
- 10.1016/j.jad.2024.03.087
- Mar 18, 2024
- Journal of Affective Disorders
Linear and curvilinear association of pain tolerance and social anxiety symptoms among youth with different subgroups of childhood trauma
- Research Article
27
- 10.1080/13546805.2017.1330190
- May 24, 2017
- Cognitive Neuropsychiatry
ABSTRACTIntroduction: Patients with social anxiety disorder (SAD) have a cognitive preference to negatively evaluate emotional information. In particular, the preferential biases in prosodic emotion recognition in SAD have been much less explored. The present study aims to investigate whether SAD patients retain negative evaluation biases across visual and auditory modalities when given sufficient response time to recognise emotions.Methods: Thirty-one SAD patients and 31 age- and gender-matched healthy participants completed a culturally suitable non-verbal emotion recognition task and received clinical assessments for social anxiety and depressive symptoms. A repeated measures analysis of variance was conducted to examine group differences in emotion recognition.Results: Compared to healthy participants, SAD patients were significantly less accurate at recognising facial and prosodic emotions, and spent more time on emotion recognition. The differences were mainly driven by the lower accuracy and longer reaction times for recognising fearful emotions in SAD patients. Within the SAD patients, lower accuracy of sad face recognition was associated with higher severity of depressive and social anxiety symptoms, particularly with avoidance symptoms.Conclusion: These findings may represent a cross-modality pattern of avoidance in the later stage of identifying negative emotions in SAD. This pattern may be linked to clinical symptom severity.
- Research Article
52
- 10.1016/j.jad.2016.06.020
- Jun 6, 2016
- Journal of Affective Disorders
The Worry Behaviors Inventory: Assessing the behavioral avoidance associated with generalized anxiety disorder
- Research Article
1
- 10.2196/52804
- Dec 18, 2023
- JMIR Formative Research
Rates of anxiety and depression have been increasing among children and adolescents for the past decade; however, many young people do not receive adequate mental health care. Digital mental health interventions (DMHIs) that include web-based behavioral health coaching are widely accessible and can confer significant improvements in youth anxiety and depressive symptoms. However, more research is necessary to determine the number of web-based coaching sessions that confer clinically significant improvements in anxiety and depressive symptoms in youth. This study uses data from a pediatric DMHI to explore the number of web-based coaching sessions required to confer symptom improvements among children and adolescents with moderate or moderately severe symptoms of anxiety and depression. We used retrospective data from a pediatric DMHI that offered web-based behavioral health coaching in tandem with self-guided access to asynchronous chat with practitioners, digital mental health resources, and web-based mental health symptom assessments. Children and adolescents who engaged in 3 or more sessions of exclusive behavioral health coaching for moderate to moderately severe symptoms of anxiety (n=66) and depression (n=59) were included in the analyses. Analyses explored whether participants showed reliable change (a decrease in symptom scores that exceeds a clinically established threshold) and stable reliable change (at least 2 successive assessments of reliable change). Kaplan-Meier survival analyses were performed to determine the median number of coaching sessions when the first reliable change and stable reliable change occurred for anxiety and depressive symptoms. Reliable change in anxiety symptoms was observed after a median of 2 (95% CI 2-3) sessions, and stable reliable change in anxiety symptoms was observed after a median of 6 (95% CI 5-8) sessions. A reliable change in depressive symptoms was observed after a median of 2 (95% CI 1-3) sessions, and a stable reliable change in depressive symptoms was observed after a median of 6 (95% CI 5-7) sessions. Children improved 1-2 sessions earlier than adolescents. Findings from this study will inform caregivers and youth seeking mental health care by characterizing the typical time frame in which current participants show improvements in symptoms. Moreover, by suggesting that meaningful symptom improvement can occur within a relatively short time frame, these results bolster the growing body of research that indicates web-based behavioral health coaching is an effective form of mental health care for young people.
- Research Article
4
- 10.1016/j.sbspro.2016.02.144
- Feb 1, 2016
- Procedia - Social and Behavioral Sciences
Treatment-Resistant Obsessive-Compulsive Disorder: Neurocognitive and Clinical Correlates
- Research Article
46
- 10.1002/da.22995
- Feb 17, 2020
- Depression and Anxiety
BackgroundChronotype is an individual's preferred timing of sleep and activity, and is often referred to as a later chronotype (or evening‐type) or an earlier chronotype (or morning‐type). Having an evening chronotype is associated with more severe depressive and anxiety symptoms. Based on these findings it is has been suggested that chronotype is a stable construct associated with vulnerability to develop depressive or anxiety disorders. To examine this, we test the stability of chronotype over 7 years, and its longitudinal association with the change in severity of depressive and anxiety symptoms.MethodsData of 1,417 participants with a depressive and/or anxiety disorder diagnosis and healthy controls assessed at the 2 and 9‐year follow‐up waves of the Netherlands Study of depression and anxiety were used. Chronotype was assessed with the Munich chronotype questionnaire. Severity of depressive and anxiety symptoms were assessed with the inventory of depressive symptomatology and Beck anxiety inventory.ResultsChronotype was found to be moderately stable (r = 0.53) and on average advanced (i.e., became earlier) with 10.8 min over 7 years (p < .001). Controlling for possible confounders, a decrease in severity of depressive symptoms was associated with an advance in chronotype (B = 0.008, p = .003). A change in severity of anxiety symptoms was not associated with a change in chronotype.ConclusionChronotype was found to be a stable, trait‐like construct with only a minor level advance over a period of 7 years. The change in chronotype was associated with a change in severity of depressive, but not anxiety, symptoms.
- Research Article
1
- 10.1016/j.ridd.2024.104783
- Jun 25, 2024
- Research in Developmental Disabilities
Investigating physiological symptoms associated with mental health symptoms in youth with cerebral palsy: An observational study
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