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Hauffe V, Rauschenbach AL, Fassot EM, Schmitz J, Tuschen-Caffier B. Early hypervigilance and sustained attention for the eye region in adolescents with social anxiety disorder. J Anxiety Disord 2025; 112:103016. [PMID: 40220702 DOI: 10.1016/j.janxdis.2025.103016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Revised: 02/28/2025] [Accepted: 04/03/2025] [Indexed: 04/14/2025]
Abstract
Social anxiety disorder (SAD) is a highly prevalent and debilitating affliction that typically manifests during childhood and adolescence. While theoretical models of adult SAD emphasize the role of attentional biases, little is known about maintaining factors during childhood and adolescence. The objective of our eye-tracking study was to determine whether youth with SAD exhibit a hypervigilance-avoidance pattern of visual attention for faces. To this end, we used a free-viewing paradigm to present angry, happy, and neutral faces, and non-social object stimuli to three groups of adolescents aged 10-15 years: SAD (n = 57), specific phobia (SP; n = 41), and healthy controls (HC; n = 65). A screen-based eye tracker recorded gaze behavior and pupil dilation. Among participants, only older adolescents with SAD exhibited shorter latencies of first fixation to the eye region compared to HC. Contrary to our expectations, there were no differences in duration of first fixation to the eye region among the groups. Instead, compared to HC, older adolescents with SAD showed longer dwell times on the eye region during the first 1000 - 3000 ms of stimulus presentation. No significant differences among the groups were found regarding scanpath length or pupillary reactivity. Taken together, our findings suggest early hypervigilance followed by sustained attention to the eye region in older adolescents with SAD, which may indicate difficulties in disengaging attention. We discuss the theoretical and practical implications in detail.
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Affiliation(s)
- Vera Hauffe
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology, Freiburg University, Germany.
| | - Anna-Lina Rauschenbach
- Department of Clinical Child and Adolescent Psychology, Institute of Psychology, Leipzig University, Germany
| | - Eva-Maria Fassot
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology, Freiburg University, Germany
| | - Julian Schmitz
- Department of Clinical Child and Adolescent Psychology, Institute of Psychology, Leipzig University, Germany
| | - Brunna Tuschen-Caffier
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology, Freiburg University, Germany
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Hu J, Hu W, Xu Z, Peng C, Cheng J, Rong F, Wang Y, Zhang N, Guan M, Yu Y. Associations of exposure to heatwaves with depression and anxiety among adolescents: A cross-sectional study of the Chinese adolescent health survey. J Affect Disord 2025; 387:119499. [PMID: 40441621 DOI: 10.1016/j.jad.2025.119499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 04/29/2025] [Accepted: 05/25/2025] [Indexed: 06/02/2025]
Abstract
BACKGROUND Limited research has examined the relationship between heatwaves and adolescent mental health, particularly depression and anxiety. This study aimed to explore the relationship between heatwaves and depression and anxiety. METHODS We conducted a cross-sectional study including 19,852 adolescents (mean age 15.16 years; 50.2 % females). Air temperature data were from the fifth generation European ReAnalysis-Land (ERA5-Land) dataset. Heat exposure was assessed using three heatwave metrics: The excess heat factor-based (HWM1), maximum temperature-based (HWM2), and minimum temperature-based (HWM3) heatwave magnitude indices. Depression and anxiety were assessed using the PHQ-9 and GAD-7 scales. Subgroup analyses evaluated interactions with sex, grade and region of school. RESULTS Depression and anxiety prevalence were 19.37 % and 16.27 %, respectively. Heatwaves were associated with depression (OR [95 % CI]: 1.13 [1.09-1.17]) and anxiety (OR [95 % CI]: 1.12 [1.08-1.16]) based on HWM1. Significant associations existed for depression alone (OR [95 % CI]: 1.14 [1.09-1.20]), anxiety alone (OR [95 % CI]: 1.13 [1.06-1.21]), and comorbid depression and anxiety (OR [95 % CI]: 1.13 [1.09-1.18]). Associations using HWM2 and HWM3 showed consistent directions but varied significance. We observed significant interactions between heatwaves and sex for anxiety alone, and between heatwaves and region of school for both depression alone and comorbid depression-anxiety (all P for interaction <0.05). LIMITATIONS The cross-sectional design constrained our capacity to draw causal inferences. CONCLUSIONS Heatwaves were associated with a significant of prevalence depression, anxiety, and their comorbidity, with males and rural students potentially more susceptible to these effects.
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Affiliation(s)
- Jie Hu
- Department of Maternal, Child and Adolescent Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Wei Hu
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Zixuan Xu
- Department of Maternal, Child and Adolescent Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Chang Peng
- School of Public Health, Chongqing Medical University, Chongqing, China
| | - Junhan Cheng
- Department of Maternal, Child and Adolescent Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Fajuan Rong
- Department of Maternal, Child and Adolescent Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yan Wang
- Department of Maternal, Child and Adolescent Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Nan Zhang
- Department of Maternal, Child and Adolescent Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Meiqi Guan
- Department of Maternal, Child and Adolescent Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yizhen Yu
- Department of Maternal, Child and Adolescent Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
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Kargarandehkordi A, Li S, Lin K, Phillips KT, Benzo RM, Washington P. Fusing Wearable Biosensors with Artificial Intelligence for Mental Health Monitoring: A Systematic Review. BIOSENSORS 2025; 15:202. [PMID: 40277515 PMCID: PMC12025234 DOI: 10.3390/bios15040202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/25/2024] [Revised: 03/05/2025] [Accepted: 03/12/2025] [Indexed: 04/26/2025]
Abstract
The development of digital instruments for mental health monitoring using biosensor data from wearable devices can enable remote, longitudinal, and objective quantitative benchmarks. To survey developments and trends in this field, we conducted a systematic review of artificial intelligence (AI) models using data from wearable biosensors to predict mental health conditions and symptoms. Following PRISMA guidelines, we identified 48 studies using a variety of wearable and smartphone biosensors including heart rate, heart rate variability (HRV), electrodermal activity/galvanic skin response (EDA/GSR), and digital proxies for biosignals such as accelerometry, location, audio, and usage metadata. We observed several technical and methodological challenges across studies in this field, including lack of ecological validity, data heterogeneity, small sample sizes, and battery drainage issues. We outline several corresponding opportunities for advancement in the field of AI-driven biosensing for mental health.
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Affiliation(s)
- Ali Kargarandehkordi
- Information and Computer Sciences, University of Hawaii at Manoa, Honolulu, HI 96822, USA; (A.K.); (K.L.)
| | - Shizhe Li
- Department of Statistics, Stanford University, Stanford, CA 94305, USA;
| | - Kaiying Lin
- Information and Computer Sciences, University of Hawaii at Manoa, Honolulu, HI 96822, USA; (A.K.); (K.L.)
- Institute of Linguistics, Academia Sinica, Taipei 11529, Taiwan
| | - Kristina T. Phillips
- Center for Integrated Health Care Research, Kaiser Permanente Hawaii, Honolulu, HI 96817, USA;
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA 91101, USA
| | - Roberto M. Benzo
- Division of Cancer Prevention and Control, Department of Internal Medicine, College of Medicine, The Ohio State University Comprehensive Cancer Center, The Ohio State University Wexner Medical Center, Columbus, OH 43210, USA;
| | - Peter Washington
- Information and Computer Sciences, University of Hawaii at Manoa, Honolulu, HI 96822, USA; (A.K.); (K.L.)
- Division of Clinical Informatics and Digital Transformation, Department of Medicine, University of California, San Francisco, CA 94143, USA
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Jafari S, Sharini H, Foroughi A, Almasi A. Brain mapping, biomarker identification and using machine learning method for diagnosis of anxiety during emotional face in preschool children. Brain Res Bull 2025; 221:111205. [PMID: 39793665 DOI: 10.1016/j.brainresbull.2025.111205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2024] [Revised: 11/23/2024] [Accepted: 01/07/2025] [Indexed: 01/13/2025]
Abstract
BACKGROUND Due to the importance and the consequences of anxiety, the goals of the current study are brain mapping, biomarker identification and the use of an assessment method for diagnosis of anxiety during emotional face in preschool children. METHOD 45 preschool children participated in this study. Functional Magnetic Resonance Imaging (fMRI) data were taken in fearful and angry conditions. The functional connectivity (FC) for the limbic system were extracted by ROI-to-ROI method. The fMRI biomarkers (FC) were given to machine learning models as input features to diagnose anxiety in children for angry and fearful conditions. RESULT The results of the brain mapping comparisons between anxiety and the non-anxiety showed that there was an increased FC between medial prefrontal cortex (MPFC) and right lateral amygdala (RLA) and a decreased FC between left anterior hippocampus (LAH) and left posterior hippocampus (LPH) in the angry condition. There was an increased FC between the pairs of regions, RLA- right anterior hippocampus (RAH), MPFC-LPH, and RAH-LPH in fearful condition. It is possible to use the FC between LAH- right medial amygdala (RMA) and the FC between left medial amygdala (LMA)-RMA, LMA-RLA, LMA-RAH, and left lateral amygdala (LLA)-RLA instead of IQ in angry and fearful conditions, respectively. Based on metrics such as accuracy, recall, precision, and area under the receiver operating characteristic curve, the Logistic Lasso Regression model outperformed the other model in diagnosing anxiety. CONCLUSION With these findings, psychiatrists and psychologists can have a better understanding of the brain connectivity in children.
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Affiliation(s)
- Samira Jafari
- Modeling in Health Research Center Institute for Futures Studies in Health Kerman University of Medical Sciences, Kerman, Iran
| | - Hamid Sharini
- Department of Biomedical Engineering, Faculty of Medicine, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Aliakbar Foroughi
- Department of Psychology, School of Medicine, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Afshin Almasi
- Clinical Research Development Center, Imam Khomeini and Mohammad Kermanshahi and Farabi Hospitals, Kermanshah University of Medical Sciences, Kermanshah, Iran.
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Akbari A, Torabizadeh C, Nick N, Setoodeh G, Ghaemmaghami P. The effects of training female students in emotion regulation techniques on their social problem-solving skills and social anxiety: a randomized controlled trial. Child Adolesc Psychiatry Ment Health 2025; 19:3. [PMID: 39844242 PMCID: PMC11756156 DOI: 10.1186/s13034-025-00860-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2024] [Accepted: 01/13/2025] [Indexed: 01/24/2025] Open
Abstract
BACKGROUND Social anxiety is one of the most prevalent anxiety-related disorders among adolescents with many adverse effects on the social and academic lives of this population. In addition, poor social problem-solving skills can aggravate anxiety in individuals suffering from anxiety. Emotion regulation can help adolescents control and moderate their feelings, thereby enabling them to understand their emotions better, cope with their negative emotions in a positive way, and adopt a more realistic approach to solving their problems. The objective of the present study is to investigate the effects of educating female students in emotion regulation techniques on their social problem-solving skills and social anxiety. METHOD This study was a randomized controlled trial conducted in Iran, utilizing a pretest-posttest design with control and intervention groups. The subjects were 47 female high-school second graders who were randomly divided into a control (25 students) and an intervention group (22 students). The intervention group was collectively educated in emotion regulation techniques in weekly one-hour sessions for eight weeks. The control group did not receive any intervention. The social anxiety and social problem-solving scales were completed by both groups before, immediately after, and one month after the intervention. The collected data were analyzed in SPSS v. 22 and level of significance was set at p < 0.05. RESULT Data analysis of the intervention group compared to the control group demonstrated that group training in emotional regulation techniques effectively increased social problem-solving skills scores (p = 0.003) and decreased social anxiety scores (p < 0.0001) among students in the intervention group compared to their pretest scores. These effects remained stable during the follow-up phase. CONCLUSION In view of the prevalence of social anxiety among adolescents, it is suggested that the policymakers and administrators in the education system promote emotion regulation skills in adolescent students to facilitate their psychological adaptation and improve their emotional capabilities. TRIAL REGISTRATION The present study was registered under the code IRCT20220413054521N1 (Registration date: 27/02/2024) in the Iranian Registry of Clinical Trials.
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Affiliation(s)
- Ashraf Akbari
- Student Research Committee, School of Nursing and Midwifery, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Camellia Torabizadeh
- Community Based Psychiatric Care Research Center, Shiraz University of Medical Sciences, Zand St., Namazi Sq., Shiraz, Iran.
| | - Narjes Nick
- Department of Community Health Nursing, School of Nursing and Midwifery, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Giti Setoodeh
- Department of Mental Health and Psychiatric Nursing, School of Nursing and Midwifery, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Parvin Ghaemmaghami
- Biostatistics, School of Nursing and Midwifery, Shiraz University of Medical Sciences, Shiraz, Iran
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Ebrahimi A, Akbarzadeh F, Asgharipour N, Salehabadi R, Arjamandi M. Investigating the effectiveness of ailurophobia treatment using virtual reality technique compared to metacognitive therapy: a randomized clinical trial. BMC Psychol 2025; 13:50. [PMID: 39825456 PMCID: PMC11742211 DOI: 10.1186/s40359-025-02378-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Accepted: 01/09/2025] [Indexed: 01/20/2025] Open
Abstract
BACKGROUND Fear of cats as a specific phobia disorder can cause disruption in some aspects of the affected people's lives. On the other hand, due to the fact that the two approaches of metacognitive treatment and behavioral therapy methods such as virtual reality are considered common treatment methods in anxiety disorders; It seems that it is necessary to examine the two approaches based on the effectiveness, durability and cost-benefit issue to present and introduce to therapists. METHODS The present study was a Randomized Clinical Trial study that was conducted on 28 patients with Ailurophobia. Based on simple random sampling, the participants were allocated in two groups: metacognitive intervention and virtual reality intervention. In order to collect data, demographic information questionnaire, cat anxiety questionnaire and researcher-made cat fear questionnaire were used. Data analysis was done with SPSS version 22 software and statistical tests of chi-square, t, analysis of variance. An alpha level of less than 0.05 was considered as a significant level. RESULTS The results of the study showed that there was a statistically significant difference between the average anxiety score in the two groups of virtual reality and metacognitive therapy (P˂0.001). So that in the virtual reality group, the anxiety score was significantly reduced. Also, other results of the study indicated that the mean score of the fear of cats scale was significantly lower in the virtual reality group than in the metacognitive therapy group (P˂0.001). CONCLUSIONS Although both treatment approaches based on virtual reality and metacognition are effective in reducing the level of anxiety and fear of cats in patients with Ailurophobia; However, the effectiveness and continuity of treatment in people receiving virtual reality treatment are more significant. IRCT REGISTRATION NUMBER IRCT20230105057057N1. Registration date: 2023-03-04. REGISTRY Iranian Registry of Clinical Trials.
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Affiliation(s)
- Alireza Ebrahimi
- Psychiatry and Behavioral Sciences Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Farzad Akbarzadeh
- Psychiatry and Behavioral Sciences Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Negar Asgharipour
- Psychiatry and Behavioral Sciences Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Razie Salehabadi
- Psychiatry and Behavioral Sciences Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Malihe Arjamandi
- Psychiatry and Behavioral Sciences Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.
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Orgilés M, Espada JP, Morales A. Prevention of Emotional Problems in Spanish Schoolchildren: Effectiveness of the Super Skills Multimedia Program to Promote Social-Emotional Skills. THE SPANISH JOURNAL OF PSYCHOLOGY 2024; 27:e21. [PMID: 39344588 DOI: 10.1017/sjp.2024.27] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/01/2024]
Abstract
Compared to traditional psychosocial interventions, the transdiagnostic approach focuses on common processes or factors that contribute to the development and maintenance of emotional problems. In Spain, the Super Skills Program has proven its effectiveness, but issues with displacement or scheduling for families can hinder access to the intervention. This study aims to examine the program's effectiveness in preventing children's psychosocial problems through learning socio-emotional skills when self-administered via the Internet. Participants were 283 Spanish children between the ages of 8 and 12. The children and their parents completed anxiety and depression scales before and after receiving the intervention and 12 months later. The program consisted of 8 self-applied sessions, at a rate of two per week, which included emotional education, cognitive restructuring, self-regulation techniques, training in social skills, problem-solving, and video feedback with cognitive preparation. Significant differences in anxiety and depression symptoms were found after the intervention. A significant reduction in anxiety scores and a marginally significant decrease in depression scores was observed at the long-term follow-up. The "intention to treat" analysis revealed a tendency for children who improved to drop out of the program, completing the intervention children with more symptomathology. Learning socio-emotional skills through a self-applied intervention via the Internet effectively reduced emotional symptoms in school children and is a valuable resource to improve child well-being and prevent future psychological problems.
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Brand C, Fochesatto CF, Gaya AR, Schuch FB, López-Gil JF. Scrolling through adolescence: unveiling the relationship of the use of social networks and its addictive behavior with psychosocial health. Child Adolesc Psychiatry Ment Health 2024; 18:107. [PMID: 39217325 PMCID: PMC11365153 DOI: 10.1186/s13034-024-00805-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2024] [Accepted: 08/27/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND Understanding the relationship of social network use and addictive behaviors with adolescent psychosocial health is crucial in today's digital age. AIM To verify the associations between social network use, messaging applications, and the addictive behaviors to social network with psychosocial health in Spanish adolescents. METHODS A cross-sectional study was developed with 632 adolescents, aged 12 to 17 years from the Region of Murcia, Spain. The assessment of social network use (Facebook, Twitter, Instagram, Snapchat, and TikTok) involved evaluating the frequency of use of each social network individually using a single-item scale with five response options. WhatsApp use (i.e., a messaging application) was evaluated in the same manner. The Short Social Networks Addiction Scale-6 Symptoms was employed to assess potential addictive behaviors to social network use. The psychosocial health was assessed using the Strengths and Difficulties Questionnaire. Generalized linear regression models were conducted, and predictive probabilities of having psychosocial health problems were calculated. RESULTS The predicted probability of presenting psychosocial health problems in the medium users and high users of social networks was 19.3% (95% confidence interval [CI] 13.0 to 27.7), and 16.2% (95% CI 10.2 to 24.6) higher compared to low users, respectively. High usage of Instagram, TikTok, Snapchat, and Facebook was associated with increased probabilities of psychosocial health problems, with Facebook showing the highest probabilities, at 31.3% (95% CI 14.8 to 54.2) for medium users and 51.9% (95% CI 26.5 to 76.3) for high users. Additionally, adolescents with addictive behaviors to social network use had from 19.0 to 25.2% probabilities of experiencing psychosocial health problems. Finally, the highest probabilities of having psychosocial health problems were identified in adolescents with high addictive behaviors when using social networks (28.9%; 95% CI 19.3 to 40.8%) and the lowest in those with low addictive behaviors (6.8%; 95% CI 3.3 to 13.6%). CONCLUSION Adolescents who use social networks more frequently and exhibit more addictive behaviors related to their use are more likely to experience psychosocial health problems compared to those who do not. Facebook showed the strongest association, followed by Snapchat, Instagram, and TikTok. Our data also revealed that adolescents exhibit various signs of addictive behaviors to social network use.
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Affiliation(s)
- Caroline Brand
- Physical Education School, IRyS Group, Pontificia Universidad Católica de Valparaíso, Avenida El Bosque 1290, Sausalito, Viña del Mar, Valparaíso, Chile
| | - Camila Felin Fochesatto
- School of Physical Education, Physiotherapy and Dance, Federal University of Rio Grande do Sul, Felizardo Street, 750, Porto Alegre, RS, Brazil
| | - Anelise Reis Gaya
- School of Physical Education, Physiotherapy and Dance, Federal University of Rio Grande do Sul, Felizardo Street, 750, Porto Alegre, RS, Brazil
| | - Felipe Barreto Schuch
- Department of Sports Methods and Techniques, Federal University of Santa Maria, Santa Maria, Brazil
- Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
- Faculty of Health Sciences, Universidad Autónoma de Chile, Providência, Chile
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Jimenez-Vazquez D, Garcia-Lopez LJ, Piqueras JA, Muela-Martinez JA, Espinosa-Fernandez L, Vivas-Fernandez M, Diaz-Castela MM. Analyses of prediction, moderation, and mediation of a transdiagnostic, indicated preventive intervention (PROCARE-I) for adolescents at high risk of emotional problems. EVIDENCE-BASED PRACTICE IN CHILD AND ADOLESCENT MENTAL HEALTH 2024:1-17. [DOI: 10.1080/23794925.2024.2384088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
Affiliation(s)
| | | | - Jose A. Piqueras
- Department of Health Psychology, Miguel Hernandez University, Spain
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Espinosa V, Valiente RM, García-Escalera J, Chorot P, Arnáez S, Schmitt JC, Sandín B. Efficacy of a transdiagnostic internet-based program for adolescents with emotional disorders: A randomized controlled trial. Behav Res Ther 2024; 179:104560. [PMID: 38744141 DOI: 10.1016/j.brat.2024.104560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Revised: 04/23/2024] [Accepted: 05/06/2024] [Indexed: 05/16/2024]
Abstract
OBJECTIVE The Unified Protocol for Transdiagnostic Treatment of Emotional Disorders in Adolescents (UP-A) is a well-established transdiagnostic cognitive-behavioral therapy (T-CBT) intervention. The aim of the present study was to examine the efficacy of the program Learn to Manage your Emotions [Aprende a Manejar tus Emociones] (AMtE), a self-applied transdiagnostic internet-delivered program based on the Spanish version of the UP-A. This is the first transdiagnostic internet-based program designed for the treatment of emotional disorders in adolescents. METHOD A sample of Spanish adolescents with a primary diagnosis of an anxiety and/or depressive disorder (n = 58; age range = 12-18 years; 78.3% girls; 90% Caucasian) were randomly allocated to receive AMtE (n = 28) or the UP-A via videocall (n = 30). Pre-treatment, post-treatment and 3-month follow-up data were collected using self-reports and clinician-rated measures of anxiety, depression, positive and negative affect, anxiety sensitivity and emotional avoidance. RESULTS Based on generalized estimating equations (GEE) models, both intervention programs were effective in significantly reducing self-reported anxiety and depressive disorder symptoms and clinician-rated severity of anxiety and depression, as well as self-reported transdiagnostic outcome variables. CONCLUSIONS Data provide empirical support for the efficacy of AMtE as a transdiagnostic online CBT treatment for anxiety and depressive disorders in adolescents. No marked nor consistent differences were observed between the UP-A and AMtE, highlighting the potential usefulness of the online self-administered AMtE program.
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Affiliation(s)
- Victoria Espinosa
- Facultad de Psicología, Universidad Nacional de Educación a Distancia (UNED), 28040, Madrid, Spain
| | - Rosa M Valiente
- Facultad de Psicología, Universidad Nacional de Educación a Distancia (UNED), 28040, Madrid, Spain
| | - Julia García-Escalera
- Facultad de Psicología, Universidad Nacional de Educación a Distancia (UNED), 28040, Madrid, Spain
| | - Paloma Chorot
- Facultad de Psicología, Universidad Nacional de Educación a Distancia (UNED), 28040, Madrid, Spain.
| | - Sandra Arnáez
- Facultad de Psicología, Universidad Nacional de Educación a Distancia (UNED), 28040, Madrid, Spain
| | - Julia C Schmitt
- Facultad de Psicología, Universidad Nacional de Educación a Distancia (UNED), 28040, Madrid, Spain
| | - Bonifacio Sandín
- Facultad de Psicología, Universidad Nacional de Educación a Distancia (UNED), 28040, Madrid, Spain
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Hauffe V, Vierrath V, Tuschen-Caffier B, Schmitz J. Daily-life reactivity and emotion regulation in children with social anxiety disorder. J Anxiety Disord 2024; 106:102907. [PMID: 39059189 DOI: 10.1016/j.janxdis.2024.102907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Revised: 06/01/2024] [Accepted: 07/16/2024] [Indexed: 07/28/2024]
Abstract
Prominent models of adult social anxiety disorder emphasize the role of hyperreactivity and emotion regulation (ER) difficulties. However, it is unclear whether these factors are relevant in childhood, a critical period for the development of this disorder. We used ecological momentary assessment with mobile phones to assess daily-life emotional reactivity and use and effectiveness of ER strategies in children aged 10-13 years. We compared three groups: Social anxiety disorder (n = 29), clinical controls with mixed anxiety disorders (n = 27) and healthy controls (n = 31). We also investigated long-term effects of ER on trait social anxiety 12 months later. Hierarchical linear modelling revealed higher emotional reactivity and more use of suppression in children with social anxiety disorder compared to clinical and healthy controls. Contrary to our expectations, children with social anxiety disorder reported more use of avoidance and reappraisal compared to clinical, but not healthy, controls. The groups did not differ in subjective effectiveness of ER strategies. Use of suppression, avoidance, and rumination each predicted an increase in social anxiety 12 months later. Taken together, our results extend previous findings from lab and questionnaire studies and illustrate the role of maladaptive ER for child social anxiety disorder.
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Affiliation(s)
- Vera Hauffe
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology, Freiburg University, Germany.
| | - Verena Vierrath
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology, Freiburg University, Germany
| | - Brunna Tuschen-Caffier
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology, Freiburg University, Germany
| | - Julian Schmitz
- Department of Clinical Child and Adolescent Psychology, Institute of Psychology, Leipzig University, Germany; Leipzig Research Center for Early Child Development, Leipzig University, Germany
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Pérez-Esteban A, Díez-Gómez A, Pérez-Albéniz A, Al-Halabí S, Lucas-Molina B, Debbané M, Fonseca-Pedrero E. The assessment of transdiagnostic dimensions of emotional disorders: Validation of the Multidimensional Emotional Disorders Inventory (MEDI) in adolescents with subthreshold anxiety and depression. J Affect Disord 2024; 357:138-147. [PMID: 38685278 DOI: 10.1016/j.jad.2024.04.081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 03/27/2024] [Accepted: 04/21/2024] [Indexed: 05/02/2024]
Abstract
BACKGROUND The transdiagnostic approach to psychopathology has emerged as an alternative to traditional taxonomic approaches. The Multidimensional Emotional Disorders Inventory (MEDI) is a specifically designed self-report to measure the transdiagnostic dimensions proposed by Brown and Barlow (2009). This study aims to analyse the psychometric properties of the MEDI scores in adolescents with subthreshold anxiety and depression. METHOD The sample consisted of a total of 476 students. The mean age was 13.77 years (SD = 1.43) (range 10 to 18 years), 73.9 % were females. Several questionnaires assessing positive affect, negative affect, mental health difficulties, and quality of life were used. RESULTS The original 9-factor structure of the MEDI was confirmed with good fit indices. Satisfactory levels of internal consistency were observed in most of the MEDI scores using McDonald's Omega, ranging from 0.58 to 0.87. The MEDI dimensions were associated with psychopathology, positive affect, negative affect, and quality of life. LIMITATIONS Reliance on self-reported data, a cross-sectional design limiting temporal assessment, and a 73.9 % female gender imbalance. CONCLUSION The MEDI scores showed adequate psychometric properties among adolescents with subclinical emotional symptoms. The results found might have potential clinical implications for conceptualization, assessment, intervention, and prevention of emotional disorders at both clinical and research levels.
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Affiliation(s)
| | | | | | | | | | - Martin Debbané
- Developmental Clinical Psychology Research Unit, Faculty of Psychology and Educational Sciences, University of Geneva, Switzerland; Research Department of Clinical, Educational and Health Psychology, University College London, United Kingdom
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13
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Casares MÁ, Díez-Gómez A, Pérez-Albéniz A, Lucas-Molina B, Fonseca-Pedrero E. Screening for anxiety in adolescents: Validation of the Generalized Anxiety Disorder Assessment-7 in a representative sample of adolescents. J Affect Disord 2024; 354:331-338. [PMID: 38490592 DOI: 10.1016/j.jad.2024.03.047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 02/28/2024] [Accepted: 03/09/2024] [Indexed: 03/17/2024]
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Yárnoz-Goñi N, Goñi-Sarriés A, Díez-Suárez A, Pírez G, Morata-Sampaio L, Sánchez-Villegas A. COVID-19 Posttraumatic Stress Disorder and Mental Health among Spanish Adolescents: SESSAMO Project. J Clin Med 2024; 13:3114. [PMID: 38892825 PMCID: PMC11172713 DOI: 10.3390/jcm13113114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2024] [Revised: 05/17/2024] [Accepted: 05/22/2024] [Indexed: 06/21/2024] Open
Abstract
Background: Child and adolescent mental health problems have increased after the COVID-19 pandemic. The objective of this study was to establish the association of the presence and intensity of posttraumatic stress due to COVID-19 with the presence of (1) self-harm and suicide risk, (2) depressive and anxious symptoms, (3) eating disorders and (4) problematic Internet and video game use. Methods: A cross-sectional analysis was performed on a sample of second-fourth grade secondary school students (14 to 16 years old) from Navarra and the Canary Islands recruited at the SESSAMO project. Validated questionnaires were used to assess the intensity of posttraumatic stress due to COVID-19, risk of suicide and presence of self-harm, symptoms of mental disorder and problematic use of the Internet and video games. Results: Out of 1423 participants analyzed, those with the highest level of posttraumatic stress showed a significant increase in the risk of suicide (OR = 5.18; 95% CI = 2.96-9.05) and in the presence of eating disorder symptoms (OR = 3.93; 95% CI = 2.21-7.00), and higher anxiety and depression scores (b coefficient for anxiety = 11.1; CI = 9.7-12.5; for depression = 13.0; CI = 11.5-14.5) as compared to those with the lowest level. Participants with a high level of posttraumatic stress were almost 10 times more likely to present problematic video game use (OR = 9.49; 95% CI = 3.13-28.82). Conclusions: Years after the pandemic, posttraumatic stress derived from it continues to impact the mental health of adolescents. Further long-term research is needed, as well as close follow-up and intervention in this population.
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Affiliation(s)
- Nora Yárnoz-Goñi
- Hospital Nuestra Señora de Gracia, Unidad de Trastornos de la Conducta Alimentaria, Servicio Aragonés de Salud, 50004 Zaragoza, Spain;
| | - Adriana Goñi-Sarriés
- Red de Salud Mental de Navarra, Servicio Navarro de Salud-Osasunbidea, 31003 Pamplona, Spain;
- Instituto de Investigación Sanitaria de Navarra, IdiSNA, 31008 Pamplona, Spain;
| | - Azucena Díez-Suárez
- Instituto de Investigación Sanitaria de Navarra, IdiSNA, 31008 Pamplona, Spain;
- Unidad de Psiquiatría Infantil y Adolescente, Departamento de Psiquiatría y Psicología Médica, Clínica Universidad de Navarra, 31008 Pamplona, Spain
| | - Guillermo Pírez
- Complejo Hospitalario Universitario Insular-Materno Infantil, Servicio Canario de la Salud, 35016 Las Palmas de Gran Canaria, Spain;
| | - Leticia Morata-Sampaio
- Departamento de Psicología y Sociología, Universidad de Las Palmas de Gran Canaria, 35017 Las Palmas de Gran Canaria, Spain;
| | - Almudena Sánchez-Villegas
- Instituto de Investigación Sanitaria de Navarra, IdiSNA, 31008 Pamplona, Spain;
- Institute for Innovation & Sustainable Development in Food Chain, ISFOOD, Universidad Pública de Navarra (UPNA), 31006 Pamplona, Spain
- Biomedical Research Center Network on Physiopathology of Obesity and Nutrition (CIBEROBN), Institute of Health Carlos III, 28029 Madrid, Spain
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15
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Piqueras JA, Falcó R, Rico-Bordera P, Canals J, Espinosa-Fernández L, Vivas-Fernández M, Garcia-Lopez LJ. Identifying Adolescents at Risk for Emotional Disorders with Latent Profile Analysis: A Personalized, Transdiagnostic Preventive Intervention. Child Psychiatry Hum Dev 2024:10.1007/s10578-024-01689-z. [PMID: 38605162 DOI: 10.1007/s10578-024-01689-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/24/2024] [Indexed: 04/13/2024]
Abstract
It can be challenging to assign patients to the appropriate intervention programs, as risk and protective factors for developing emotional disorders are multiple and shared across disorders. This study aimed to provide a theoretical and empirical approach to identify and categorise adolescents into different levels of severity. The risk of developing emotional symptoms was assessed in 1425 Spanish adolescents (M = 14.34, SD = 1.76; 59.9% women). Latent Profile Analysis (LPA) was conducted to identify subgroups based on their emotional symptom severity, risk, and resilience factors. Results revealed four profiles: at low risk (emotionally healthy), moderate risk (for selective interventions), high risk (for indicated interventions), and severe risk (for clinical referral). Older age and especially female gender were predictors of higher risk clusters, and there were differences in the levels of psychopathology and health-related quality of life across clusters. Identification of at-risk adolescents for emotional disorders by means of LPA may contribute to designing personalised and tailored prevention programs that match adolescents' specific needs.
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Affiliation(s)
- José A Piqueras
- Division of Personality, Assessment and Psychological Treatment, Department of Health Psychology, Miguel Hernández University (UMH), 03202, Elche, Spain
| | - Raquel Falcó
- Division of Personality, Assessment and Psychological Treatment, Department of Health Psychology, Miguel Hernández University (UMH), 03202, Elche, Spain
| | - Pilar Rico-Bordera
- Division of Personality, Assessment and Psychological Treatment, Department of Health Psychology, Miguel Hernández University (UMH), 03202, Elche, Spain.
| | - Josefa Canals
- Department of Psychology, Research Centre for Behavioral Assessment (CRAMC), Universitat Rovira i Virgili (URV), Tarragona, Spain
| | | | - Manuel Vivas-Fernández
- Division of Clinical Psychology, Department of Psychology, University of Jaen, Jaen, Spain
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16
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González-Domenech P, Gutiérrez B, Muñoz-Negro JE, Molina E, Rivera M, Cervilla JA. Epidemiology of social phobia in Andalusia. SPANISH JOURNAL OF PSYCHIATRY AND MENTAL HEALTH 2024; 17:88-94. [PMID: 38720187 DOI: 10.1016/j.rpsm.2021.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 08/24/2021] [Accepted: 09/27/2021] [Indexed: 11/17/2022]
Abstract
INTRODUCTION Population studies on social anxiety disorder (SAD) are relatively scarce and there is no previous reported evidence on prevalence or correlates of SAD in an Andalusian general population sample. MATERIAL AND METHODS We used a random representative sample previously identified via standard stratification procedures. Thus, a final sample of 4507 participants were included (response rate 83.7%). Interviewees were thoroughly assessed on sociodemographic, clinical and psychosocial factors, including: exposures to threatening life events (TLEs), childhood abuse, personality disorder and traits (neuroticism, impulsivity, paranoia), global functioning, physical health and toxics consumption. SAD diagnosis was ascertained using the Mini International Neuropsychiatric Interview. Both, pooled prevalences (with 95% confidence intervals) and risk correlates for SAD were estimated using binary logistic regression. RESULTS Estimated prevalence for SAD was 1.1% (95% CI=0.8-1.4). Having a SAD diagnosis was independently and significantly associated with younger age, poorer global functioning, higher neuroticism and paranoia personality traits, having suffered childhood abuse and exposure to previous TLEs. Furthermore, SAD was significantly associated with comorbid personality disorder, major depression, panic disorder and alcohol abuse. CONCLUSIONS Among this large Andalusian population sample, the prevalence of SAD and its associated factors are relatively similar to previously reported international studies, although no population study had previously reported such a strong association with paranoia.
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Affiliation(s)
| | - Blanca Gutiérrez
- Departamento de Psiquiatría, Facultad de Medicina, Universidad de Granada, Granada, España; Instituto de Neurociencias, Universidad de Granada, Granada, España
| | - José Eduardo Muñoz-Negro
- Departamento de Psiquiatría, Facultad de Medicina, Universidad de Granada, Granada, España; Hospital Universitario Clínico San Cecilio, Granada, España
| | - Esther Molina
- Instituto de Neurociencias, Universidad de Granada, Granada, España; Hospital Universitario Clínico San Cecilio, Granada, España
| | - Margarita Rivera
- Instituto de Neurociencias, Universidad de Granada, Granada, España; Departamento de Enfermería, Facultad de Medicina, Universidad de Granada, Granada, España
| | - Jorge A Cervilla
- Departamento de Psiquiatría, Facultad de Medicina, Universidad de Granada, Granada, España; Instituto de Neurociencias, Universidad de Granada, Granada, España; Hospital Universitario Clínico San Cecilio, Granada, España.
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17
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Diego S, Morales A, Orgilés M. Treating Emotional Disorders in Spanish Children: A Controlled Randomized Trial in a Clinical Setting. Behav Ther 2024; 55:292-305. [PMID: 38418041 DOI: 10.1016/j.beth.2023.07.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 05/31/2023] [Accepted: 07/03/2023] [Indexed: 03/01/2024]
Abstract
Super Skills for Life (SSL) is a CBT-transdiagnostic group intervention currently being translated and validated in multiple countries. In Spanish children, it has shown a positive impact on anxious and depressive symptoms, as well as other variables such as self-concept, prosocial behaviors, or behavioral problems. However, the effectiveness of the program to treat internalizing symptoms in children with a mental disorder in a clinical setting has not been examined so far. The aim of this study was to evaluate the effectiveness of SSL in a Spanish sample of children with a major internalizing disorder. Participants aged 8-12 years (71.6% boys) were randomly allocated to the SSL group (n = 43) or the waiting list control (WLC) group (n = 43). All children and their parents completed a series of measures before the first session and after the last session or at about the same time in the WLC group. The effectiveness of the intervention was assessed using generalized estimating equations. Significant reductions from pretest to posttest across multiple outcomes were found in children who participated in SSL group compared to those in the WLC group, including anxiety symptoms (SCAS, p = .02), anxiety interference (CALIS, p = .002), depressive symptoms (CDI, p = .033) and remission from diagnosis (K-SADS, p < .001). This study provides initial support for SSL as an effective treatment for children with emotional disorders in clinical settings. Future studies are needed to analyze long-term effects and broader benefits of the program in clinical contexts.
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Affiliation(s)
- Sara Diego
- Miguel Hernández University; Hospital Clínico Universitario de Valencia.
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18
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Martín-Ruiz I, González-Valenzuela MJ, Infante-Cañete L. Emotional Adjustment among Adolescent Students with and without Specific Learning Disabilities. CHILDREN (BASEL, SWITZERLAND) 2023; 10:1911. [PMID: 38136113 PMCID: PMC10742324 DOI: 10.3390/children10121911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Revised: 11/30/2023] [Accepted: 12/04/2023] [Indexed: 12/24/2023]
Abstract
Adolescence is a psychologically vulnerable stage in which problems of emotional adjustment and psychological well-being can appear. The aim of this study is to analyse the relationship and comparison of emotional deficits and resources among adolescents with or without specific learning disabilities. We evaluated 80 students distributed into two groups: 40 adolescents with specific learning disabilities and 40 normative adolescents matched with the previous group in terms of age, sex, and school year. The study variables are internalising problems (anxiety and depression), externalising problems (aggression, anger control, defiant behaviour, and antisocial behaviour), and personal resources (self-esteem, social competence and integration, and awareness of problems), evaluated by means of the SENA test. The results indicate a positive relationship between externalising and internalising problems and a negative relationship between the latter and some personal resources in both groups. We also found that adolescents with specific learning disabilities displayed more internalising and externalising symptoms than their peers, greater awareness of their emotional difficulties, and lower self-esteem and social integration and competence. The findings highlight the need for preventive interventions that promote the psychological well-being and mental health of adolescents within the school setting at an early age.
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Affiliation(s)
| | | | - Lidia Infante-Cañete
- Department of Developmental and Educational Psychology, Faculty of Psychology and Speech Therapy, University of Málaga, 29016 Málaga, Spain; (I.M.-R.); (M.-J.G.-V.)
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19
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20
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Guimarães GO, D'Angelo F, Brouillette K, Souza LDM, da Silva RA, Mondin TC, Pedrotti Moreira F, Kapczinski F, de Azevedo Cardoso T, Jansen K. Incidence and risk factors for anxiety disorders in young adults: A population-based prospective cohort study. L'ENCEPHALE 2023; 49:572-576. [PMID: 36253174 DOI: 10.1016/j.encep.2022.08.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 07/18/2022] [Accepted: 08/04/2022] [Indexed: 11/06/2022]
Abstract
Anxiety disorders are among the most common psychiatric disorders in the general population. Our objective was to describe the cumulative incidence and risk factors of anxiety disorders, including obsessive-compulsive disorder (OCD) and posttraumatic stress disorder (PTSD), in a follow-up of young adults over a five-year period. This is a prospective cohort conducted in two waves. The first took place from 2007 to 2009, in which 1,560 young adults aged between 18 and 24 years were evaluated using the Mini-International Neuropsychiatric Interview (MINI). Subjects were invited to participate in the second wave, which wave took place from 2012 to 2014, where 1,244 young adults were evaluated using the MINI-Plus. Our findings showed a cumulative incidence of 10.9% for any anxiety disorder, 6.5% for generalized anxiety disorder, 6.0% for agoraphobia, 2.0% for OCD, 1.6% for panic disorder, 1.1% for social anxiety and 0.7% for PTSD. Being female and having had a depressive episode were risk factors to develop any anxiety disorder. We observed a high cumulative incidence of anxiety disorders in a population-based sample of young adults. Our data highlights the importance of the early identification of these disorders as this could lead to early illness detection, early illness management and a reduced burden of disease.
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Affiliation(s)
- G O Guimarães
- Department of Health and Behavior, Catholic University of Pelotas - Universidade Católica de Pelotas, Rua Gonçalves Chaves, 373, Sala 424C, 96015-560 Pelotas, RS, Brazil
| | - F D'Angelo
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada
| | - K Brouillette
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada; School of Interdisciplinary Science, Life Sciences Program, McMaster University, Hamilton, ON, Canada
| | - L D M Souza
- Department of Health and Behavior, Catholic University of Pelotas - Universidade Católica de Pelotas, Rua Gonçalves Chaves, 373, Sala 424C, 96015-560 Pelotas, RS, Brazil; Instituto Nacional de Ciência e Tecnologia Translacional em Medicina (INCT-TM), Porto Alegre, Brazil
| | - R A da Silva
- Department of Health and Behavior, Catholic University of Pelotas - Universidade Católica de Pelotas, Rua Gonçalves Chaves, 373, Sala 424C, 96015-560 Pelotas, RS, Brazil; Instituto Nacional de Ciência e Tecnologia Translacional em Medicina (INCT-TM), Porto Alegre, Brazil
| | - T C Mondin
- Department of Health and Behavior, Catholic University of Pelotas - Universidade Católica de Pelotas, Rua Gonçalves Chaves, 373, Sala 424C, 96015-560 Pelotas, RS, Brazil; Pró-Reitoria de Assuntos Estudantis (PRAE), Universidade Federal de Pelotas, Pelotas, RS, Brazil
| | - F Pedrotti Moreira
- Department of Health and Behavior, Catholic University of Pelotas - Universidade Católica de Pelotas, Rua Gonçalves Chaves, 373, Sala 424C, 96015-560 Pelotas, RS, Brazil; Instituto Nacional de Ciência e Tecnologia Translacional em Medicina (INCT-TM), Porto Alegre, Brazil
| | - F Kapczinski
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada; Instituto Nacional de Ciência e Tecnologia Translacional em Medicina (INCT-TM), Porto Alegre, Brazil; Neuroscience Graduate Program, McMaster University, Hamilton, ON, Canada; Departamento de Psiquiatria, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, RS, Brazil
| | - T de Azevedo Cardoso
- Department of Health and Behavior, Catholic University of Pelotas - Universidade Católica de Pelotas, Rua Gonçalves Chaves, 373, Sala 424C, 96015-560 Pelotas, RS, Brazil; Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada; School of Interdisciplinary Science, Life Sciences Program, McMaster University, Hamilton, ON, Canada; Instituto Nacional de Ciência e Tecnologia Translacional em Medicina (INCT-TM), Porto Alegre, Brazil
| | - K Jansen
- Department of Health and Behavior, Catholic University of Pelotas - Universidade Católica de Pelotas, Rua Gonçalves Chaves, 373, Sala 424C, 96015-560 Pelotas, RS, Brazil; Instituto Nacional de Ciência e Tecnologia Translacional em Medicina (INCT-TM), Porto Alegre, Brazil.
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Bove M, Schiavone S, Tucci P, Agosti LP, Dimonte S, Palmieri MA, Sikora V, Matteo M, Trabace L, Morgese MG. Lifelong exposure to n-3 PUFA deficiency leads to anxiety-like profile in male and female adolescent rats: Impact on spleen-brain axis. Biomed Pharmacother 2023; 168:115780. [PMID: 39491859 DOI: 10.1016/j.biopha.2023.115780] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 10/13/2023] [Accepted: 10/20/2023] [Indexed: 11/05/2024] Open
Abstract
Low consumption of n-3 polyunsaturated fatty acids (PUFA) during the developmental period has been increasingly associated with an increased risk of depressive-like symptoms in both male and female sexes. Therefore, here we performed behavioral and biochemical quantifications in adolescent rats to evaluate possible sex-driven differences in the development of anxiety-like disorders related to life-long n-3 PUFA low intake. Male and female adolescent rats fed for their entire life with n-3 PUFA poor diet showed an anxiety-like profile compared to n6/n-3 PUFA balanced diet. However, such deficiency led to reduced cortical serotonin (5-HT) in females, while increased GABA levels were retrieved in males. Conversely, in amygdala, 5-HT and noradrenaline (NA) were increased in n-3 PUFA poor treated rats. In male rats, n-3 PUFA poor diet induced significant increase in systemic kynurenine levels, while the pro-oxidant metabolite 3-Hydroxy kynurenine was higher in both sexes. In addition, considering the recent involvement of spleen-brain axis on mood disorders and neuroimmune communication, we evaluated biomarkers in the spleen. N-3 PUFA deprivation reduced NA content and increased the indoleamine 2,3-dioxygenase-1 expression in females, while acetylcholine and tumor necrosis factor alpha were higher in males. Taken together, our data indicated that deficiency of n-3 PUFA in diet induced mood disorders in adolescent animals, however this behavioral phenotype is accompanied by a different immune activation in male and female rats.
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Affiliation(s)
- Maria Bove
- Department of Clinical and Experimental Medicine, University of Foggia, Via Napoli, 20, 71122 Foggia, Italy
| | - Stefania Schiavone
- Department of Clinical and Experimental Medicine, University of Foggia, Via Napoli, 20, 71122 Foggia, Italy
| | - Paolo Tucci
- Department of Clinical and Experimental Medicine, University of Foggia, Via Napoli, 20, 71122 Foggia, Italy
| | - Lisa Pia Agosti
- Department of Clinical and Experimental Medicine, University of Foggia, Via Napoli, 20, 71122 Foggia, Italy
| | - Stefania Dimonte
- Department of Clinical and Experimental Medicine, University of Foggia, Via Napoli, 20, 71122 Foggia, Italy
| | - Maria Adelaide Palmieri
- Department of Clinical and Experimental Medicine, University of Foggia, Via Napoli, 20, 71122 Foggia, Italy
| | - Vladyslav Sikora
- Department of Clinical and Experimental Medicine, University of Foggia, Via Napoli, 20, 71122 Foggia, Italy
| | - Maria Matteo
- Department of Medical and Surgical Sciences, University of Foggia, Via Napoli, 20, 71122 Foggia, Italy
| | - Luigia Trabace
- Department of Clinical and Experimental Medicine, University of Foggia, Via Napoli, 20, 71122 Foggia, Italy
| | - Maria Grazia Morgese
- Department of Clinical and Experimental Medicine, University of Foggia, Via Napoli, 20, 71122 Foggia, Italy.
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Orgilés M, Morales A, Fernández-Martínez I, Méndez X, Espada JP. Effectiveness of a transdiagnostic computerized self-applied program targeting children with emotional problems: A randomized controlled trial. J Affect Disord 2023; 338:155-162. [PMID: 37271291 DOI: 10.1016/j.jad.2023.06.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Revised: 05/31/2023] [Accepted: 06/01/2023] [Indexed: 06/06/2023]
Abstract
BACKGROUND Super Skills for Life (SSL) is an eight-session transdiagnostic program based on cognitive-behavioral therapy (CBT), aimed at the indicated prevention of childhood emotional problems, which has been implemented with positive short- and long-term results. The present study aimed to examine the effects of a self-applied computerized program based on SSL that maintains the same objectives and contents as the face-to-face program. METHODS In this randomized controlled study, 75 children (49.3 % female) aged 8-12 years (Mage = 9.45, SD = 1.31), selected for exhibiting emotional symptoms, were randomly assigned to either the intervention (n = 35) or the waiting list control (WLC) group (n = 40). Pre- and post-intervention data were collected through self-reports and the report of parents who completed parallel versions of the same measures of emotional and behavioral problems. RESULTS Overall, compared to the WLC group, the intervention group showed positive effects on targeted emotional symptomatology in the short term. Based on parents' reports, a significant reduction was found in outcomes such as anxiety, depression, emotional symptoms, and internalizing problems, while self-reported results were similar except for anxiety. In addition, a positive impact was found on symptoms related to other types of difficulties (e.g., externalizing problems and general difficulties measured). LIMITATIONS Small sample size, non-inclusion of follow-up assessment and other informants (e.g., teachers). CONCLUSIONS In conclusion, this research provides novel and promising data on the self-applied computerized adapted version of the SSL program, within a multi-informant approach, suggesting that it may be a useful tool for the indicated prevention of childhood emotional problems.
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Panayiotou M, Finning K, Hennessey A, Ford T, Humphrey N. Longitudinal pathways between emotional difficulties and school absenteeism in middle childhood: Evidence from developmental cascades. Dev Psychopathol 2023; 35:1323-1334. [PMID: 34955109 DOI: 10.1017/s095457942100122x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Emotional difficulties are associated with both authorized and unauthorized school absence, but there has been little longitudinal research and the temporal nature of these associations remains unclear. This study presents three-wave random-intercepts panel models of longitudinal reciprocal relationships between teacher-reported emotional difficulties and authorized and unauthorized school absence in 2,542 English children aged 6 to 9 years old at baseline, who were followed-up annually. Minor differences in the stability effects were observed between genders but only for the authorized absence model. Across all time points, children with greater emotional difficulties had more absences, and vice versa (authorized: ρ = .23-.29, p < .01; unauthorized: ρ = .28, p < .01). At the within-person level, concurrent associations showed that emotional difficulties were associated with greater authorized (β = .15-.17, p < .01) absence at Time 3 only, but with less unauthorized (β = -.08-.13, p < .05) absence at Times 1 and 2. In cross-lagged pathways, neither authorized nor unauthorized absence predicted later emotional difficulties, and emotional difficulties did not predict later authorized absence at any time point. However, greater emotional difficulties were associated with fewer unauthorized absences across time (β = -13-.22, p < .001). The implications of these findings are discussed.
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Affiliation(s)
| | | | | | | | - Neil Humphrey
- University of Manchester, Manchester Institute of Education, Manchester, UK
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24
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Valladares-Garrido MJ, León-Figueroa DA, Dawson FM, Burga-Cachay SC, Fernandez-Canani MA, Failoc-Rojas VE, Pereira-Victorio CJ, Valladares-Garrido D, Inga-Berrospi F. Association between childhood trauma and mental health disorders in adolescents during the second pandemic wave of COVID-19, Chiclayo-Peru. Front Psychiatry 2023; 14:1169247. [PMID: 37426089 PMCID: PMC10323439 DOI: 10.3389/fpsyt.2023.1169247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Accepted: 05/10/2023] [Indexed: 07/11/2023] Open
Abstract
Introduction The COVID-19 pandemic has significantly affected mental health, with children and adolescents being particularly vulnerable. Evidence on the association between childhood trauma and mental health outcomes in schoolchildren during the pandemic is limited. This study aimed to evaluate this relationship in Chiclayo city, northern Peru, during the second wave of COVID-19. Methods A cross-sectional secondary data study was conducted, measuring childhood trauma using the Marshall's Trauma Scale, depressive symptomatology (PHQ-9), and anxiety symptomatology (GAD-7). Additional variables assessed were alcohol use (AUDIT), resilience (abbreviated CD-RISC), and socio-educational data. Prevalence ratios were estimated using generalized linear models. Results Among 456 participants, 88.2% were female, with a mean age of 14.5 years (SD: 1.33). Depressive symptomatology prevalence was 76.3% (95%CI: 72.14-80.15) and increased by 23% in schoolchildren with childhood trauma (PR: 1.23; 95%CI: 1.10-1.37). Factors positively associated with depressive symptomatology included increasing age, seeking mental health help during the pandemic, and severe family dysfunction. Anxiety symptomatology prevalence was 62.3% (95%CI: 57.65-66.75) and increased by 55% in schoolchildren with childhood trauma (PR: 1.55; 95%CI: 1.31-1.85). Anxiety symptomatology was positively associated with mild, moderate, and severe family dysfunction. Conclusion Schoolchildren exposed to childhood trauma are at increased risk for depressive and anxiety symptoms. Monitoring the impact of the COVID-19 pandemic on adolescent mental health is vital. These findings can assist schools in establishing effective measures to prevent mental health outcomes.
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Affiliation(s)
| | - Darwin A. León-Figueroa
- Facultad de Medicina Humana, Universidad de San Martín de Porres, Chiclayo, Peru
- Centro de Investigación en Atención Primaria de Salud, Universidad Peruana Cayetano Heredia, Lima, Peru
| | | | | | | | - Virgilio E. Failoc-Rojas
- Research Unit for Generation and Synthesis Evidence in Health, Universidad San Ignacio de Loyola, Lima, Peru
| | | | - Danai Valladares-Garrido
- Escuela de Medicina, Universidad Cesar Vallejo, Piura, Peru
- Unidad de Epidemiología y Salud Ambiental, Hospital de Apoyo II Santa Rosa, Piura, Peru
| | - Fiorella Inga-Berrospi
- Grupo de Investigación en Gestión y Salud Pública, Universidad Norbert Wiener, Lima, Peru
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Rodríguez-Jiménez T, Vidal-Arenas V, Falcó R, Moreno-Amador B, Marzo JC, Piqueras JA. Assessing Emotional Distress in Adolescents: Psychometrics of the Spanish Version of the Social Emotional Distress Scale-Secondary. CHILD & YOUTH CARE FORUM 2023:1-21. [PMID: 37360761 PMCID: PMC10239276 DOI: 10.1007/s10566-023-09758-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/19/2023] [Indexed: 06/28/2023]
Abstract
Background The Social Emotional Distress Scale-Secondary (SEDS-S) is a short measure designed for comprehensive school-based mental health screening, particularly for using very brief self-reported measures of well-being and distress. Whereas prior studies have shown validity and reliability evidence for the English version, there is a lack of literature about its psychometric properties for Spanish-speaking youths. Objective To examine the psychometric properties of the SEDS-S in a large sample of Spanish adolescents, providing evidence of its reliability, structure, convergent and discriminant validity, longitudinal and gender measurement invariance, and normative data. Methods Participants were 5550 adolescents aged 12-18 years old. Test-retest reliability was examined using Cronbach's alpha and McDonald's omega coefficients, and evidence for convergent and discriminant validity was measured using Pearson's correlation. Confirmatory factor analysis (CFA) was used to examine structure validity, while multigroup and longitudinal measurement invariance analysis was conducted for longitudinal and gender latent structure stability. Results The CFA supported a unidimensional latent structure, which was also observed to be invariant between gender groups and over time. The scale showed evidence of reliability, with coefficients above .85. In addition, the SEDS-S score was positively related to measures assessing distress and negatively related to measures assessing well-being, thereby providing convergent/discriminant validity of the total scores. Conclusion This study provides the first evidence of the reliability and validity of the Spanish version of the SEDS-S for assessing emotional distress among adolescents, cross-sectionally and longitudinally. Furthermore, findings indicated that SEDS-S could be a suitable assessment tool for screening and program evaluation purposes at different contexts beyond the school setting.
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Affiliation(s)
| | - Verónica Vidal-Arenas
- Department of Basic and Clinical Psychology and Psychobiology, Jaume I University, Castellón de la Plana, Spain
| | - Raquel Falcó
- Department of Health Psychology, Miguel Hernández University of Elche, Alicante, Spain
| | - Beatriz Moreno-Amador
- Department of Health Psychology, Miguel Hernández University of Elche, Alicante, Spain
| | - Juan C. Marzo
- Department of Health Psychology, Miguel Hernández University of Elche, Alicante, Spain
| | - José A. Piqueras
- Department of Health Psychology, Miguel Hernández University of Elche, Alicante, Spain
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Sánchez Hernández MO, Carrasco MA, Holgado-Tello FP. Anxiety and Depression Symptoms in Spanish Children and Adolescents: An Exploration of Comorbidity from the Network Perspective. Child Psychiatry Hum Dev 2023; 54:736-749. [PMID: 34797464 PMCID: PMC10140092 DOI: 10.1007/s10578-021-01286-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/05/2021] [Indexed: 11/24/2022]
Abstract
The combination of depression and anxiety is among the most prevalent comorbidities of disorders leading to substantial functional impairment in children and adolescents. The network perspective offers a new paradigm for understanding and measuring psychological constructs and their comorbidity. The present study aims to apply network analysis to explore the comorbidity between depression and anxiety symptoms. Specifically, the study examines bridge symptoms, comorbidity, and shortest pathway networks and estimates the impact of the symptoms in the network's connectivity and structure. The findings show that "feeling lonely" and "feeling unloved" are identified as the most central bridge symptoms. The shortest path network suggests that the role of a mixed anxiety-depressive symptomatology, and specific and non-specific symptoms of clinical criteria, such as "worries," "feels depressed," "fears school," and "talks about suicide" could serve as a warning for comorbidity.
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Affiliation(s)
| | - Miguel A Carrasco
- Department of Personality Psychology, Evaluation and Psychological Treatment, National University of Distance Education (UNED), Madrid, Spain
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Tse ZWM, Emad S, Hasan MK, Papathanasiou IV, Rehman IU, Lee KY. School-based cognitive-behavioural therapy for children and adolescents with social anxiety disorder and social anxiety symptoms: A systematic review. PLoS One 2023; 18:e0283329. [PMID: 36940221 PMCID: PMC10027184 DOI: 10.1371/journal.pone.0283329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 03/07/2023] [Indexed: 03/21/2023] Open
Abstract
BACKGROUND Social anxiety disorder (SAD) is prevalent among children and adolescents. Cognitive-behavioural therapy (CBT) has been used as the first-line treatment. However, evaluation of CBT conducted in a school setting has been scarce. OBJECTIVES This study aims to review the CBT and its effectiveness in the school setting for children and adolescents with SAD or social anxiety symptoms. Quality assessment on individual studies was conducted. METHODS Studies were identified through the search in PsycINFO, ERIC, PubMed and Medline targeting CBT conducted in a school setting with an aim to treat children and adolescents with SAD or social anxiety symptoms. Randomised controlled trials and quasi-experimental studies were selected. RESULTS A total of 7 studies met the inclusion criteria. Five studies were randomised controlled trials, and two were quasi-experimental studies with 2558 participants aged 6-16 years from 138 primary schools and 20 secondary schools. There were minor effects to reduce social anxiety symptoms for children and adolescents at post-intervention in 86% of the selected studies. Friend for Life (FRIENDS), Super Skills for Life (SSL) and Skills for Academic and Social Success (SASS) conducted in school were more effective than the control conditions. CONCLUSIONS There is a lack of quality of the evidence for FRIENDS, SSL and SASS, due to inconsistencies on the outcome assessments, statistical analyses, and the fidelity measures adopted in individual studies. Insufficient school funding and workforce with relevant health background, and the low level of parental involvement in the intervention would be the major challenges in school-based CBT for children and adolescents with SAD or social anxiety symptoms.
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Affiliation(s)
- Zoie Wai Man Tse
- University College London Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Shaista Emad
- Department of Biochemistry, Jinnah Medical & Dental College, Sohail University, Karachi, Pakistan
| | - Md. Kamrul Hasan
- Department of Public Health, North South University, Dhaka, Bangladesh
| | | | | | - Ka Yiu Lee
- Department of Health Sciences, Swedish Winter Sports Research Centre, Mid Sweden Univerisity, Östersund, Sweden
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Fonseca-Pedrero E, Pérez-Albéniz A, Al-Halabí S, Lucas-Molina B, Ortuño-Sierra J, Díez-Gómez A, Pérez-Sáenz J, Inchausti F, Valero García AV, Gutiérrez García A, Aritio Solana R, Ródenas-Perea G, De Vicente Clemente MP, Ciarreta López A, Debbané M. PSICE Project Protocol: Evaluation of the Unified Protocol for Transdiagnostic Treatment for Adolescents with Emotional Symptoms in School Settings. CLÍNICA Y SALUD 2023. [DOI: 10.5093/clysa2023a3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
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Kusters MSW, Pérez-Crespo L, Canals J, Guxens M. Lifetime prevalence and temporal trends of incidence of child's mental disorder diagnoses in Catalonia, Spain. SPANISH JOURNAL OF PSYCHIATRY AND MENTAL HEALTH 2023; 16:24-31. [PMID: 33706020 DOI: 10.1016/j.rpsm.2021.02.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 12/17/2020] [Accepted: 02/28/2021] [Indexed: 11/27/2022]
Abstract
INTRODUCTION Most mental disorders have its onset during childhood, but less than one third of affected children seek professional help. The aim of this study is to (1) estimate the lifetime prevalence of mood, anxiety, conduct, and eating disorder diagnoses in 18-year-olds in 2017 and (2) the temporal trends of incidence diagnosis rates in 2009-2017 in children aged 2-18 in Catalonia, Spain. MATERIAL AND METHODS We used a registry-based cohort including all children aged 2-18 living in Catalonia in 2009-2017, from the Catalan Health Service. Cases were identified with ICD-9 codes. Lifetime prevalence was calculated for 2017, and annual incidence for 2009-2017. Temporal trends were analyzed with multivariate negative binomial regression models. RESULTS Lifetime prevalence of diagnoses was highest for conduct disorders (5.05%), followed by anxiety (4.37%), mood (3.07%), and eating disorders (2.11%). Median age of diagnosis was 16 years for mood, anxiety and eating disorders, and 15 years for conduct disorders. Comorbidity was present in 20.74% of those diagnosed with a mental disorder. Annual incidence rates for all disorders increased in 2011-2013/2014, and then stabilized. However, incidence rate of anxiety diagnoses in 13-18-year-old children doubled between 2016 and 2017. CONCLUSIONS Lifetime prevalence of diagnoses are lower than the expected rates of mental disorders based on interview/survey European studies. Further research is needed into the factors underlying (1) the underdiagnoses of mental disorders in children and (2) the increasing trend of anxiety disorder diagnoses in older children.
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Affiliation(s)
- Michelle S W Kusters
- ISGlobal, Barcelona, Spain; Maastricht University, The Netherlands; Pompeu Fabra University, Barcelona, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain; Department of Child and Adolescent Psychiatry, Erasmus MC, University Medical Centre, Rotterdam, The Netherlands
| | - Laura Pérez-Crespo
- ISGlobal, Barcelona, Spain; Pompeu Fabra University, Barcelona, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
| | - Josefa Canals
- CRAMC, Department of Psychology, Rovira i Virgili University, Tarragona, Spain
| | - Mònica Guxens
- ISGlobal, Barcelona, Spain; Pompeu Fabra University, Barcelona, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain; Department of Child and Adolescent Psychiatry, Erasmus MC, University Medical Centre, Rotterdam, The Netherlands.
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Emotional State, Life Satisfaction and Worries Regarding COVID-19 in Spanish and Chilean Adolescents during Spring 2020. Scand J Child Adolesc Psychiatr Psychol 2022; 10:144-152. [PMID: 36687262 PMCID: PMC9828208 DOI: 10.2478/sjcapp-2022-0015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Background The lockdown due to COVID-19, has affected the mental health of the population. Recent literature suggests a greater psychological impact on adolescents regardless of their cultural background. Objective The aim is to analyze the emotional state, life satisfaction and worries about COVID-19 in Chilean and Spanish adolescents. Method A total of 1078 adolescents (M=15.18; SD=1.25) completed the Depression, Anxiety and Stress Scale, the COVID-19 Worry Scale and the Life Satisfaction Scale. The design was cross-sectional and descriptive. Descriptive analyses, t-tests, and linear regressions were performed. Results More emotional symptoms, worries and lower life satisfaction were observed in Chile. Girls had more worries and emotional symptoms. An affected psychological state is also observed in Spanish adolescents, especially in Chilean adolescents. Worries about COVID-19 affect depression, anxiety, stress and life satisfaction in both samples. Conclusions Further research is needed to prevent psychological distress in future pandemics. Developing tailored interventions are encouraged.
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Alves F, Figueiredo DV, Vagos P. The Prevalence of Adolescent Social Fears and Social Anxiety Disorder in School Contexts. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:12458. [PMID: 36231757 PMCID: PMC9566153 DOI: 10.3390/ijerph191912458] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 09/26/2022] [Accepted: 09/27/2022] [Indexed: 06/16/2023]
Abstract
Social fears arise when fearing to be judged in social events. When these fears are intense, persistent, and debilitating, the individual may suffer from social anxiety disorder (SAD), which has its most frequent onset during adolescence and tends to be chronic. Still, evidence on the prevalence of social fears and SAD in adolescence is scarce. This study analyzed the prevalence of social fears and of SAD in Portuguese adolescents. Of the initial sample (n = 1495), 26% presented with intense self-reported social fears. Of those, 53.9% accepted to be further assessed for diagnosis, resulting in a point-estimate prevalence of adolescent SAD of 9.4%; this is slightly higher than previously found. Social performance was the most feared social event. Of the adolescents with SAD, 12.9% were receiving psychological intervention, 12.1% refused intervention, and 92 (65.7%) accepted intervention. Findings confirm SAD as a highly prevalent mental disorder among adolescents, particularly girls, and additionally, that most of these adolescents did not seek treatment but are willing to receive help if made available. Hence, schools should be invested not only in identifying vulnerable adolescents but also in providing diverse intervention options, tailored to their needs, and directing them to successful developmental trajectories.
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Affiliation(s)
- Francisca Alves
- Center for Research in Neuropsychology and Cognitive Behavioral Intervention–CINEICC, Faculty of Psychology and Educational Sciences, University of Coimbra, 3000-115 Coimbra, Portugal
| | - Diana Vieira Figueiredo
- Center for Research in Neuropsychology and Cognitive Behavioral Intervention–CINEICC, Faculty of Psychology and Educational Sciences, University of Coimbra, 3000-115 Coimbra, Portugal
| | - Paula Vagos
- Institute of Human Development, Portucalense Infante D. Henrique University, 4200-072 Porto, Portugal
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Chen S, Clark CCT, Ren Z. Different types of screen-based sedentary time and anxiety in adolescents: Video games may be more important. Front Public Health 2022; 10:918234. [PMID: 36148333 PMCID: PMC9486474 DOI: 10.3389/fpubh.2022.918234] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 07/11/2022] [Indexed: 01/22/2023] Open
Abstract
Aim Evidence demonstrates the negative impact of excessive screen-based sedentary time (screen-based sedentary behavior; SSB) on mental health in adolescents. However, little is known regarding the associations between different types of SSBs and anxiety symptoms in adolescents. Thus, this study sought to explore the associations between different types of SSBs and anxiety symptoms in a sample of Chinese adolescents. Methods A web-based questionnaire survey was used to collect data. In total, 1,998 study participants conveniently recruited in Guangdong Province completed the questionnaire. Of them, 1,331 study participants provided valid data for variables of interest. SSB was categorized into television/movie time, video game time, and internet-surfing time. Anxiety symptoms were assessed using Zung Self-Rating Anxiety Scale, a validated assessment in Chinese youth populations. Generalized linear models were used to explore the associations between different types of SSBs and anxiety symptoms. Results In adolescents, video game time of 6 or more h was positively and significantly associated with anxiety symptoms (odds ratio = 5.25, 95% CI: 1.86-14.84, p < 0.01). This association was also observed specifically in boys (odds ratio = 5.12, 95% CI: 1.56-17.44, p < 0.05); however, in girls, there were no associations between different types of SSBs and anxiety symptoms. Conclusion Interventions aiming at reducing video games in adolescents, especially in boys, should be designed to prevent anxiety symptoms. This kind of intervention should also take sex differences into consideration. Future studies are encouraged to confirm the veracity of the findings in this study.
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Affiliation(s)
- Sitong Chen
- School of Physical Education and Sport, Shenzhen University, Shenzhen, China
| | - Cain C. T. Clark
- Faculty of Health and Life Sciences, Coventry University, Coventry, United Kingdom
| | - Zhanbing Ren
- School of Physical Education and Sport, Shenzhen University, Shenzhen, China,*Correspondence: Zhanbing Ren
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Qasrawi R, Vicuna Polo SP, Abu Al-Halawa D, Hallaq S, Abdeen Z. Assessment and Prediction of Depression and Anxiety Risk Factors in Schoolchildren: Machine Learning Techniques Performance Analysis. JMIR Form Res 2022; 6:e32736. [PMID: 35665695 PMCID: PMC9475423 DOI: 10.2196/32736] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2021] [Revised: 02/03/2022] [Accepted: 04/29/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Depression and anxiety symptoms in early childhood have a major effect on children's mental health growth and cognitive development. The effect of mental health problems on cognitive development has been studied by researchers for the last 2 decades. OBJECTIVE In this paper, we sought to use machine learning techniques to predict the risk factors associated with schoolchildren's depression and anxiety. METHODS The study sample consisted of 3984 students in fifth to ninth grades, aged 10-15 years, studying at public and refugee schools in the West Bank. The data were collected using the health behaviors schoolchildren questionnaire in the 2013-2014 academic year and analyzed using machine learning to predict the risk factors associated with student mental health symptoms. We used 5 machine learning techniques (random forest [RF], neural network, decision tree, support vector machine [SVM], and naive Bayes) for prediction. RESULTS The results indicated that the SVM and RF models had the highest accuracy levels for depression (SVM: 92.5%; RF: 76.4%) and anxiety (SVM: 92.4%; RF: 78.6%). Thus, the SVM and RF models had the best performance in classifying and predicting the students' depression and anxiety. The results showed that school violence and bullying, home violence, academic performance, and family income were the most important factors affecting the depression and anxiety scales. CONCLUSIONS Overall, machine learning proved to be an efficient tool for identifying and predicting the associated factors that influence student depression and anxiety. The machine learning techniques seem to be a good model for predicting abnormal depression and anxiety symptoms among schoolchildren, so the deployment of machine learning within the school information systems might facilitate the development of health prevention and intervention programs that will enhance students' mental health and cognitive development.
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Affiliation(s)
- Radwan Qasrawi
- Department of Computer Science, Al-Quds University, Ramallah, Occupied Palestinian Territory
- Department of Computer Engineering, Istinye University, Istanbul, Turkey
| | - Stephanny Paola Vicuna Polo
- Center for Business Innovation and Technology, Al-Quds University, Jerusalem, Occupied Palestinian Territory
| | - Diala Abu Al-Halawa
- Faculty of Medicine, Al-Quds University, Jerusalem, Occupied Palestinian Territory
| | - Sameh Hallaq
- Al-Quds Bard College for Arts and Sciences, Al-Quds University, Jerusalem, Occupied Palestinian Territory
| | - Ziad Abdeen
- Faculty of Medicine, Al-Quds University, Jerusalem, Occupied Palestinian Territory
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Tang X, Liu Q, Cai F, Tian H, Shi X, Tang S. Prevalence of social anxiety disorder and symptoms among Chinese children, adolescents and young adults: A systematic review and meta-analysis. Front Psychol 2022; 13:792356. [PMID: 36072051 PMCID: PMC9442033 DOI: 10.3389/fpsyg.2022.792356] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 07/28/2022] [Indexed: 11/21/2022] Open
Abstract
The objective of the study is to provide a reliable estimate of the pooled prevalence of social anxiety disorder (SAD) and social anxiety symptoms (SAS) among children, adolescents, and young adults (CAYA) in China. Meta-analysis is used to provide pooled-prevalence rate of SAD and SAS. Literature searches were conducted in both English and Chinese databases from the database's inception to April 2019. Eleven studies were identified for SAD, and 17 were included for SAS. The results revealed a pooled prevalence of SAD of 2.1% (95% CI: 1.2-3.8%) with high between-studies heterogeneity (Q = 1,055.2, I 2 = 99.1%, p < 0.001). The pooled prevalence estimate of SAS was 23.5% (95% CI: 18.6-29.3%), also with significant heterogeneity (Q = 1,019.3, I 2 = 98.4%, p < 0.001). Different diagnostic tools or self-report scales reported significant different prevalence of SAD or SAS. Further analysis stratified by gender, age, sampling methods, economic status, and risk of bias were performed. Limitations include the high level of heterogeneity between studies, inadequate number of the studies, and significant differences in prevalence caused by measurements. Systematic review registration https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42020149591, identifier: PROSPERO CRD42020149591.
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Affiliation(s)
- Xinfeng Tang
- Department of Psychology, Renmin University of China, Beijing, China
| | - Qiwen Liu
- Department of Sociology, Law School, Shenzhen University, Shenzhen, China
| | - Fangtong Cai
- Department of Sociology, Law School, Shenzhen University, Shenzhen, China
| | - Hui Tian
- Department of Sociology, Law School, Shenzhen University, Shenzhen, China
| | - Xincheng Shi
- Department of Sociology, Law School, Shenzhen University, Shenzhen, China
| | - Suqin Tang
- School of Psychology, Shenzhen University, Shenzhen, China
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Morales A, Rodríguez-Menchón M, Espada JP, Orgilés M. Examining academic self-concept as a mediator of the relationship between anxiety and depression: A longitudinal study. Child Adolesc Ment Health 2022. [PMID: 35811467 DOI: 10.1111/camh.12577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/22/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Self-concept plays a role as a mediator in the development and maintenance of internalizing symptoms but mechanisms through which the early presence of anxiety symptoms is associated with the subsequent development of depression is unknown. The aim of this longitudinal study was to analyze the mediating role of different areas of self-concept in the relationship between the early development of anxiety symptoms and the later appearance of depressive symptoms. METHODS A longitudinal study with 3 time-points was conducted, including baseline, 2 months and 12 months from the baseline assessment. A total of 217 children aged 8-12 years participated. Mediation analyses were conducted using PROCESS Macro for SPSS. RESULTS Academic self-concept (Time 2) mediated the relationship between Anxiety (Time 1) and Depression (Time 3) when controlling for children's sex and, age, baseline value of the mediator, anxiety (at Times 2 and 3), and depression (at Times 1 and 2). Children with self-reports of higher anxiety symptoms (Time 1) presented lower Academic self-concept (Time 2). Children who reported lower levels of Academic self-concept and Family self-concept (Time 2) were more likely to develop depressive symptoms (Time 3). CONCLUSIONS Feeling competent in the school environment may be considered a protective factor against the development of depression in childhood. The identification of risk factors facilitates the development and implementation of preventive programs.
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Affiliation(s)
- Alexandra Morales
- Department of Health Psychology, Miguel Hernández University, Alicante, Spain
| | | | - José P Espada
- Department of Health Psychology, Miguel Hernández University, Alicante, Spain
| | - Mireia Orgilés
- Department of Health Psychology, Miguel Hernández University, Alicante, Spain
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Méndez FJ, Orgilés M, Espada JP, García-Fernández JM, Essau CA. Editorial: Anxiety Disorders in Childhood and Adolescence: Psychopathology, Assessment, and Treatment. Front Psychol 2022; 13:930299. [PMID: 35795416 PMCID: PMC9252446 DOI: 10.3389/fpsyg.2022.930299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Accepted: 06/01/2022] [Indexed: 12/05/2022] Open
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Leite MDF, Faro A. Evidências de Validade da GAD-7 em Adolescentes Brasileiros. PSICO-USF 2022. [DOI: 10.1590/1413-82712022270211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Resumo O objetivo deste estudo foi investigar evidências validade para a escala Generalized Anxiety Disorder (GAD-7) em adolescentes brasileiros, bem como validade concorrente para esta escala e apresentar a distribuição social do Transtorno de Ansiedade Generalizada (TAG). Participaram 302 adolescentes, com idades entre 15 e 19 anos, de ambos os sexos. Aplicou-se o questionário sociodemográfico, a GAD-7, a Hospital Anxiety and Depression Scale (HADS) e o Patient Health Questionnaire (PHQ-9). Os resultados da Análise Fatorial Exploratória (AFE) atestaram a unidimensionalidade da GAD-7 e indicaram consistência interna satisfatória. As evidências de validade concorrente apresentaram associações estatisticamente significativas e positivas entre a GAD-7 e as escalas PHQ-9 e HADS-A. Quanto à distribuição social, aproximadamente metade da amostra apresentou a ocorrência de sintomatologia positiva para TAG, sendo mais comum para o sexo feminino e em adolescentes mais jovens. Esses dados sugerem que a GAD-7 apresenta adequadas propriedades psicométricas para rastreamento de ansiedade em adolescentes.
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Anxiety among urban, semi-urban and rural school adolescents in Dhaka, Bangladesh: Investigating prevalence and associated factors. PLoS One 2022; 17:e0262716. [PMID: 35061810 PMCID: PMC8782381 DOI: 10.1371/journal.pone.0262716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Accepted: 12/31/2021] [Indexed: 11/19/2022] Open
Abstract
Background
Anxiety disorder is one of the emerging public health problems in many low- and middle-income countries (LMICs). Likewise, in Bangladesh, a growing number of adolescents are experiencing such symptoms though we have very limited research evidence available. The purpose of this study was to investigate the prevalence of anxiety and the factors associated with this condition among urban, semi-urban, and rural school adolescents in Bangladesh.
Methods
This cross-sectional study used a two-stage cluster sampling procedure. A self-administered questionnaire was conveyed to 2355 adolescents from nine secondary schools of Dhaka, Bangladesh. Of the respondents, 2313 completed the seven-item Generalized Anxiety Disorder (GAD-7). Besides, sociodemographic information, self-reported body image as well as modification of Leisure Time Exercise Questionnaire (LTEQ) and WHO Global PA Questionnaire (GPAQ) were used to determine the sociodemographic and lifestyle factors associated with anxiety among adolescents.
Results
A total of 20.1% of adolescents were experiencing moderate to severe anxiety; of them, a significantly higher proportion (49.9%) of female adolescents were suffering more than males (40.1%). Furthermore, age, student’s grade, father’s educational level, number of family members, and residential setting were found to be significantly associated with anxiety among adolescents. In terms of lifestyle factors, irregular physical activity (AOR: 1.31; 95% CI: 1.05–1.63), high screen time (AOR: 1.51; 95% CI:1.21–1.88), sleep dissatisfaction (AOR: 3.79; 95% CI: 3.02–4.76), and underweight body image (AOR: 2.37; 95% CI:1.70–3.28) were found to be significantly associated with anxiety among school adolescents of urban, semi-urban, and rural residential settings.
Conclusions
Anxiety is prevalent among urban, semi-urban, and rural school adolescents in Dhaka, Bangladesh. To lessen this prevalence of anxiety among Bangladeshi adolescents, evidence-based health programs- healthy school trials—and policies should therefore be taken based on the findings of this study.
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Rodríguez-Menchón M, Orgilés M, Espada JP, Morales A. Validation of the brief version of the Spence Children's Anxiety Scale for Spanish children (SCAS-C-8). J Clin Psychol 2021; 78:1093-1102. [PMID: 34661915 DOI: 10.1002/jclp.23263] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 09/22/2021] [Accepted: 10/06/2021] [Indexed: 11/08/2022]
Abstract
OBJECTIVE This study aimed to validate the self-reported brief version of the Spence Children's Anxiety Scale-Children (SCAS-C-8) in pre-adolescent Spanish children. METHOD Participants were 824 children aged 8-12 from a community sample. The results revealed a good fit to the one-factor structure, adequate internal consistency (α = 0.75), and evidence of test-retest reliability (α = 0.77). RESULTS The strong relationship between the SCAS-C-8 and emotional problems provided evidence of convergent validity. Also, the results showed factorial gender invariance. CONCLUSION The SCAS-C-8 is a suitable instrument for pre-adolescent Spanish children. The brevity and simplicity of this scale may facilitate early detection and help to narrow the existent gap between the presence of anxiety problems and psychological assistance-seeking.
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Affiliation(s)
| | - Mireia Orgilés
- Department of Health Psychology, Miguel Hernández University, Elche, Spain
| | - José P Espada
- Department of Health Psychology, Miguel Hernández University, Elche, Spain
| | - Alexandra Morales
- Department of Health Psychology, Miguel Hernández University, Elche, Spain
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Chevalier V, Simard V, Achim J, Burmester P, Beaulieu-Tremblay T. Reflective Functioning in Children and Adolescents With and Without an Anxiety Disorder. Front Psychol 2021; 12:698654. [PMID: 34616333 PMCID: PMC8488373 DOI: 10.3389/fpsyg.2021.698654] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 08/16/2021] [Indexed: 11/13/2022] Open
Abstract
Reflective functioning (RF), meaning the capacity to interpret mental states (intentions, emotions, thoughts, desires, and beliefs) underlying one’s own and others’ behaviors, may help understand the dysfunctional self-regulation associated with anxiety disorders. However, research on anxiety and RF in clinical samples is scarce. This study aimed to assess whether mothers’ and youths’ RF was associated with youths’ (a) anxiety disorders and symptoms and (b) internalizing symptoms. Another goal was to explore whether RF predicted anxiety and internalizing symptoms beyond the more commonly established effect of attachment. Canadian children and adolescents aged between 8 and 16years, and their mothers were recruited in an outpatient psychiatric clinic (clinical group with a diagnosed anxiety disorder, n=30, mean age=11.5±2.8years) and in the general population (non-clinical group, n=23, mean age=11.5±2.1years). The Child Attachment Interview was used to assess youths’ attachment along with three dimensions of RF (global, regarding self, regarding others). Mothers’ attachment and RF were assessed with the Adult Attachment Interview. Children’s and adolescents’ anxiety and internalizing symptoms were measured with the Behavior Assessment Scale for Children, second version. The clinical and non-clinical groups did not differ in mothers’ or youths’ RF. However, in the overall sample, youths’ RF regarding themselves and maternal attachment preoccupation were associated with internalizing symptoms. Sequential regression analyses revealed that higher RF regarding self predicted a higher level of self-reported internalizing symptoms, beyond the effect of maternal attachment (β=0.43, p<0.05). This study’s finding suggests that clinically anxious children and adolescents have adequate RF. We propose that the sustained hypervigilance and apprehension associated with anxiety make anxious youths sensitive to their own and others’ mental states. Our findings suggest that psychotherapeutic treatments for anxiety should make use of patients’ RF abilities to help them make sense of their symptoms and thus reduce them.
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Affiliation(s)
- Valérie Chevalier
- Department of Psychology, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Valérie Simard
- Department of Psychology, Université de Sherbrooke, Sherbrooke, QC, Canada.,Research Center of the Sainte-Justine University Hospital, Montreal, QC, Canada
| | - Julie Achim
- Department of Psychology, Université de Sherbrooke, Sherbrooke, QC, Canada
| | - Pamela Burmester
- Department of Psychology, Université de Sherbrooke, Sherbrooke, QC, Canada
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Dagan O, Groh AM, Madigan S, Bernard K. A Lifespan Development Theory of Insecure Attachment and Internalizing Symptoms: Integrating Meta-Analytic Evidence via a Testable Evolutionary Mis/Match Hypothesis. Brain Sci 2021; 11:brainsci11091226. [PMID: 34573246 PMCID: PMC8469853 DOI: 10.3390/brainsci11091226] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Accepted: 09/06/2021] [Indexed: 11/16/2022] Open
Abstract
Attachment scholars have long argued that insecure attachment patterns are associated with vulnerability to internalizing symptoms, such as depression and anxiety symptoms. However, accumulating evidence from the past four decades, summarized in four large meta-analyses evaluating the link between insecure attachment subtypes and internalizing symptoms, provide divergent evidence for this claim. This divergent evidence may be accounted for, at least in part, by the developmental period under examination. Specifically, children with histories of deactivating (i.e., insecure/avoidant) but not hyperactivating (i.e., insecure/resistant) attachment patterns in infancy and early childhood showed elevated internalizing symptoms. In contrast, adolescents and adults with hyperactivating (i.e., insecure/preoccupied) but not deactivating (i.e., insecure/dismissing) attachment classifications showed elevated internalizing symptoms. In this paper, we summarize findings from four large meta-analyses and highlight the divergent meta-analytic findings that emerge across different developmental periods. We first present several potential methodological issues that may have contributed to these divergent findings. Then, we leverage clinical, developmental, and evolutionary perspectives to propose a testable lifespan development theory of attachment and internalizing symptoms that integrates findings across meta-analyses. According to this theory, subtypes of insecure attachment patterns may be differentially linked to internalizing symptoms depending on their mis/match with the developmentally appropriate orientation tendency toward caregivers (in childhood) or away from them (i.e., toward greater independence in post-childhood). Lastly, we offer future research directions to test this theory.
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Affiliation(s)
- Or Dagan
- Department of Psychology, Stony Brook University, Stony Brook, NY 11794, USA;
- Correspondence:
| | - Ashley M. Groh
- Department of Psychological Sciences, University of Missouri-Columbia, Columbia, MO 65211, USA;
| | - Sheri Madigan
- Department of Psychology, Alberta Children’s Hospital Research Institute, Alberta Children’s Hospital, Calgary, AB T3B 6A8, Canada;
| | - Kristin Bernard
- Department of Psychology, Stony Brook University, Stony Brook, NY 11794, USA;
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McGinnis EW, Scism J, Hruschak J, Muzik M, Rosenblum KL, Fitzgerald K, Copeland W, McGinnis RS. Digital Phenotype for Childhood Internalizing Disorders: Less Positive Play and Promise for a Brief Assessment Battery. IEEE J Biomed Health Inform 2021; 25:3176-3184. [PMID: 33481724 PMCID: PMC8384142 DOI: 10.1109/jbhi.2021.3053846] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Childhood internalizing disorders, like anxiety and depression, are common, impairing, and difficult to detect. Universal childhood mental health screening has been recommended, but new technologies are needed to provide objective detection. Instrumented mood induction tasks, designed to press children for specific behavioral responses, have emerged as means for detecting childhood internalizing psychopathology. In our previous work, we leveraged machine learning to identify digital phenotypes of childhood internalizing psychopathology from movement and voice data collected during negative valence tasks (pressing for anxiety and fear). In this work, we develop a digital phenotype for childhood internalizing disorders based on wearable inertial sensor data recorded from a Positive Valence task during which a child plays with bubbles. We find that a phenotype derived from features that capture reward responsiveness is able to accurately detect children with underlying internalizing psychopathology (AUC = 0.81). In so doing, we explore the impact of a variety of feature sets computed from wearable sensors deployed to two body locations on phenotype performance across two phases of the task. We further consider this novel digital phenotype in the context of our previous Negative Valence digital phenotypes and find that each task brings unique information to the problem of detecting childhood internalizing psychopathology, capturing different problems and disorder subtypes. Collectively, these results provide preliminary evidence for a mood induction task battery to develop a novel diagnostic for childhood internalizing disorders.
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Lewis KM, Rafihi-Ferreira RE, Freitag GF, Coffman M, Ollendick TH. A 25-Year Review of Nighttime Fears in Children: Past, Present, and Future. Clin Child Fam Psychol Rev 2021; 24:391-413. [PMID: 34125354 DOI: 10.1007/s10567-021-00354-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/25/2021] [Indexed: 10/21/2022]
Abstract
Nighttime fears in children are common, interfere with daily functioning, and result in considerable disruption in the family. The aim of the present review was to examine empirical literature from the past 25 years that investigated the assessment of nighttime fears in young children and the efficacy and effectiveness of psychosocial treatments for children's nighttime fears. The last review of this literature was in 1997 and examined studies conducted in and prior to 1995 (King et al. in Clin Psychol Rev 17:431-443, 1997). Using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, we conducted a systematic review of the literature aimed at providing a synthesis of the Randomized Control Trials (RCTs) and controlled single-case multiple baseline design studies (MBLs) on the treatment of nighttime fears in children. A search of the literature identified 12 articles, with nine studies utilizing a between-group randomized controlled trial design and three studies utilizing a multiple baseline design. Results demonstrated significant improvements in children's nighttime fears and reductions in disruptive nighttime behaviors using behavioral interventions and cognitive-behavioral strategies. This review provides a commentary on the effectiveness and limitations of the assessment and treatment approaches for nighttime fears in children and suggests directions for future research.
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Affiliation(s)
- Krystal M Lewis
- National Institute of Mental Health, 9000 Rockville Pike, 10 Center Drive, Bldg.10 RM B1D43S, Bethesda, MD, 20814, USA.
| | - Renatha El Rafihi-Ferreira
- Institute of Psychiatry, Hospital da Clinicas - Faculty of Medicine, University of Sao Paulo, 785 Ovídio Pires de Campos, São Paulo, SP, 05403903, Brazil
| | - Gabrielle F Freitag
- Department of Psychology, Center for Children and Families, Florida International University, 11200 SW 8th Street, Miami, FL, 33199, USA
| | | | - Thomas H Ollendick
- Department of Psychology, Child Study Center, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24060, USA
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Who benefits most from an evidence-based program to reduce anxiety and depression in children? A latent profile analysis. Dev Psychopathol 2021; 34:1636-1644. [PMID: 34099077 DOI: 10.1017/s0954579421000249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Comorbidity between anxiety and depression symptoms is often high in children. Person-oriented statistical approaches are useful to detect heterogeneity of individuals and diverse patterns of response to treatment. This study aimed to explore the different profiles in a sample of Spanish children who received the Super Skills for Life (SSL) transdiagnostic program, to identify which profile of individuals benefited most from the intervention and the likelihood of transition of symptom patterns over time. Participants were 119 children (42.9% were female) aged 8-12 years old (M = 9.39; SD = 1.26). Children completed anxiety and depression measures at the baseline, postintervention, and 12-months follow-up. Results from latent transition analysis (LTA) revealed two groups depending on the severity of the anxiety and depression symptoms: low symptoms (LS) and high symptoms (HS). LS group remained stable and HS decreased by 25%, switching to the LS group. Children with greater social anxiety benefited most from the program over time. Furthermore, older children were more likely to improve rapidly one year after the intervention compared to younger children. This study provides information to consider when implementing preventive interventions for schoolchildren and to tailor them according to the target population characteristics to increase their effectiveness.
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45
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Wilkinson K, Ball S, Mitchell SB, Ukoumunne OC, O'Mahen HA, Tejerina-Arreal M, Hayes R, Berry V, Petrie I, Ford T. The longitudinal relationship between child emotional disorder and parental mental health in the British Child and Adolescent Mental Health surveys 1999 and 2004. J Affect Disord 2021; 288:58-67. [PMID: 33839559 DOI: 10.1016/j.jad.2021.03.059] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 03/16/2021] [Accepted: 03/19/2021] [Indexed: 12/28/2022]
Abstract
BACKGROUND Research suggests parental psychopathology has an adverse effect on child mental health. However, due to the interactional nature of parent-child relationships and with a high rate of emotional disorders reported in school-age children, it is important to know whether the effect is reciprocal. METHODS We explored the longitudinal relationship between child and parent mental health in the British Child and Adolescent Mental Health Surveys (N=7,100 child-parent dyads) and their three-year follow-ups. The Development and Well-Being Assessment with DSM-IV diagnostic criteria was used to measure child psychiatric diagnoses, while parental mental health was assessed using the General Health Questionnaire. Multivariable logistic regression was used to explore the longitudinal association between child emotional disorder and parent mental health. RESULTS Parents of children who had an emotional disorder at baseline were more likely to have poor mental health three years later compared with parents whose children had no psychiatric diagnosis (33.3% versus 16.7%; crude odds ratio=2.52; adjusted odds ratio=2.19, 95% CI=1.58 to 3.05, p<0.001). Children of parents with poor mental health at baseline were more likely to develop an emotional disorder three years later compared with children whose parents had good mental health (5.2% versus 2.5%; crude odds ratio=2.08; adjusted odds ratio=1.63, 95% CI=1.18 to 2.25, p=0.003). LIMITATIONS The findings of this research are limited by the survey data collected, the measures used and survey dropout. CONCLUSIONS We detected a bi-directional relationship between child and parent mental health, suggesting that effective intervention for one individual may benefit other family members.
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Affiliation(s)
- K Wilkinson
- NIHR ARC South West Peninsula (PenARC), University of Exeter Medical School, South Cloisters, St. Luke's Campus, Heavitree Road, Exeter, EX1 2LU, UK.
| | - S Ball
- NIHR ARC South West Peninsula (PenARC), University of Exeter Medical School, South Cloisters, St. Luke's Campus, Heavitree Road, Exeter, EX1 2LU, UK
| | - S B Mitchell
- Child Mental Health Group, University of Exeter College of Medicine and Health, South Cloisters, St. Luke's Campus, Heavitree Road, Exeter, EX1 2LU, UK
| | - O C Ukoumunne
- NIHR ARC South West Peninsula (PenARC), University of Exeter Medical School, South Cloisters, St. Luke's Campus, Heavitree Road, Exeter, EX1 2LU, UK
| | - H A O'Mahen
- University of Exeter Mood Disorders Centre, Sir Henry Wellcome Building, Streatham Drive, Exeter, EX4 4QG, UK
| | - M Tejerina-Arreal
- Child Mental Health Group, University of Exeter College of Medicine and Health, South Cloisters, St. Luke's Campus, Heavitree Road, Exeter, EX1 2LU, UK
| | - R Hayes
- Child Mental Health Group, University of Exeter College of Medicine and Health, South Cloisters, St. Luke's Campus, Heavitree Road, Exeter, EX1 2LU, UK
| | - V Berry
- NIHR ARC South West Peninsula (PenARC), University of Exeter Medical School, South Cloisters, St. Luke's Campus, Heavitree Road, Exeter, EX1 2LU, UK
| | - I Petrie
- Child Mental Health Group, University of Exeter College of Medicine and Health, South Cloisters, St. Luke's Campus, Heavitree Road, Exeter, EX1 2LU, UK
| | - T Ford
- Department of Psychiatry, University of Cambridge, Douglas House, 18B Trumpington Road, Cambridge, CB2 2AH, UK
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AlAzzam MM, AL-Sagarat AY, Abdel Razeq NM, Alsaraireh FA. Depression and anxiety among school adolescent females: A national study from Jordan. SCHOOL PSYCHOLOGY INTERNATIONAL 2021. [DOI: 10.1177/01430343211017181] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Depression and anxiety are major mental health concerns among adolescent females within the school community and inflect many implications for psychological service providers in schools. The aims of this descriptive correlational study are to estimate the prevalence of anxiety and depression among high school adolescent females in Jordan, and to determine the contributing factors associated with depression and anxiety. Data were collected using self-report questionnaires from a clustered stratified sample of 405 high school females attending public schools in Jordan. Severe levels of depression and anxiety were reported by 25.7% and 21% of high school adolescent females, respectively. Education challenges and having a history of health problems contributed to having higher levels of depression and anxiety among the high school adolescent females. School mental health services regarding adolescent females mental health should be activated and supported through policies and legislation in Jordan.
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Affiliation(s)
- Manar M. AlAzzam
- Community and Mental Health Nursing Department, Princess Salma Faculty of Nursing, Al al-Bayt University, Mafraq, Jordan
- Mental Health and Community Health Nursing Department, Faculty of Nursing, Mutah University, Alkarak, Jordan
| | - Ahmad Y. AL-Sagarat
- Community and Mental Health Nursing Department, Faculty of Nursing, Mutah University, AL-Karak, Jordan
- Mental Health and Community Health Nursing Department, Faculty of Nursing, Mutah University, Alkarak, Jordan
| | - Nadin M. Abdel Razeq
- Maternal and Child Health Nursing Department, School of Nursing, The University of Jordan, Amman, Jordan
- Mental Health and Community Health Nursing Department, Faculty of Nursing, Mutah University, Alkarak, Jordan
| | - Faris A. Alsaraireh
- Mental Health and Community Health Nursing Department, Faculty of Nursing, Mutah University, Alkarak, Jordan
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Garcia-Adasme SI, Cárdenas-Rebollo JM, Jimenez-Perianes A, Lalinde M, Jimeno S, Ventura PS, Díaz A, López-Escobar A. Pediatric home confinement due to COVID-19: Somatic and anxiety spectrum consequences. J Clin Nurs 2021; 30:3238-3248. [PMID: 33960054 PMCID: PMC8242703 DOI: 10.1111/jocn.15829] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 04/05/2021] [Accepted: 04/15/2021] [Indexed: 01/08/2023]
Abstract
AIMS AND OBJECTIVES We aimed to determine the impact of COVID-19 related home confinement on the paediatric population by focusing on anxiety, behavioural disturbances and somatic symptoms. BACKGROUND To limit the spread of the COVID-19 outbreak, governments have imposed nationwide lockdowns to prevent direct contact; this has affected everyday lives and activities such as attending school classes. Such isolation may have impacted children's anxiety levels. DESIGN AND METHODS We conducted a cross-sectional observational study using a web-based anonymous questionnaire from 22-26 April, 2020, among children (N = 2,292) in Spain. For children below 7 years of age, parents reported the children's behavioural, emotional and somatic symptoms and family environment data on a questionnaire designed by the researchers. Children over 7 years answered the Revised Children's Manifest Anxiety Scale either independently or with their parents' assistance. RESULTS Children over 7 years, boys in particular, scored high on the anxiety spectrum. Moreover, participants who knew someone who had suffered from COVID-19 at home or whose parent was directly involved in the pandemic, obtained higher Total Anxiety scores. Significantly high values were found in all aspects of anxiety among those who feared infection or whose parents been unemployed. Of the children below 7 years, 56.3% had four or more anxiety-related symptoms, the most frequent of which were tantrums, emotional changes, restlessness and fear of being alone. The number of symptoms reported was significant when someone in the family home had been infected with COVID-19. CONCLUSIONS The COVID-19 home confinement had a significant impact on children, causing anxiety, behavioural problems and somatic manifestations. RELEVANCE TO CLINICAL PRACTICE Nurses play a key role in screening children who have experience confinement owing to the COVID-19 pandemic in order to detect early anxiety symptoms using tele-health. Suitable direct interventions can then be implemented or interdisciplinary manage could be started.
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Affiliation(s)
- Salvador I Garcia-Adasme
- Department of Paediatrics, HM Hospitals, Madrid, Spain.,HM Hospitals Research Foundation, Madrid, Spain.,Department of Nursery, Faculty of Medicine, San Pablo CEU University, Madrid, Spain
| | | | | | - Margarita Lalinde
- Department of Paediatrics, HM Hospitals, Madrid, Spain.,HM Hospitals Research Foundation, Madrid, Spain
| | - Sara Jimeno
- Department of Paediatrics, HM Hospitals, Madrid, Spain.,HM Hospitals Research Foundation, Madrid, Spain.,Faculty of Medicine, San Pablo CEU University, Madrid, Spain
| | - Paula S Ventura
- Department of Paediatrics, HM Hospitals, Barcelona, Spain.,HM Hospitals Research Foundation, Barcelona, Spain
| | - Alvaro Díaz
- Department of Paediatrics, HM Hospitals, Barcelona, Spain.,HM Hospitals Research Foundation, Barcelona, Spain
| | - Alejandro López-Escobar
- Department of Paediatrics, HM Hospitals, Madrid, Spain.,HM Hospitals Research Foundation, Madrid, Spain.,Faculty of Medicine, San Pablo CEU University, Madrid, Spain
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48
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Jystad I, Bjerkeset O, Haugan T, Sund ER, Vaag J. Sociodemographic Correlates and Mental Health Comorbidities in Adolescents With Social Anxiety: The Young-HUNT3 Study, Norway. Front Psychol 2021; 12:663161. [PMID: 33935922 PMCID: PMC8085386 DOI: 10.3389/fpsyg.2021.663161] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Accepted: 03/23/2021] [Indexed: 01/29/2023] Open
Abstract
Social anxiety is highly prevalent in adolescents and is often associated with great individual suffering and functional impairment. Psychiatric comorbidity is common and further adds to this burden. The purposes of this study were: (1) to describe the occurrence of diagnosed and self-reported social anxiety among 8,199 Norwegian adolescents aged 13–19 years who participated in the population-based Young-HUNT3 study (2006–2008); (2) to examine associations between sociodemographic characteristics and different subgroups of social anxiety; and (3) to describe the psychiatric health comorbidities among adolescents diagnosed with social anxiety disorder (SAD). In total, 388 (5.9%) of the adolescents screened positive for SAD and were invited into a diagnostic interview, performed by professional nurses, using Anxiety Disorders Interview Schedule for DSM IV: child version (ADIS-C) (response rate = 54.6%). A SAD diagnosis was indicated in 106 individuals (50% of the interview subjects), and more than two-thirds of the adolescents diagnosed with SAD had one or more comorbid psychiatric disorders. Higher mean scores of self-reported social anxiety symptoms, poor self-rated health, sleep problems, poor family economic situation, low physical activity, and having sought professional help within the last year were associated with higher odds of being in the screening positive subgroup. Screening positive subjects who did not meet for a diagnostic interview did not differ notably from the rest of the screening positive group in terms of these sociodemographic characteristics. Based on our results and the fact that individuals with social anxiety often fear interview situations, the use of ADIS-C, screening questions and self-reports seem to be sufficient when aiming to identify epidemiologically representative cohorts of adolescents at risk of social anxiety.
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Affiliation(s)
- Ingunn Jystad
- Faculty of Nursing and Health Science, Nord University, Levanger, Norway.,Department of Public Health and Nursing, Faculty of Medicine and Health Science, Norwegian University of Science and Technology, Trondheim, Norway
| | - Ottar Bjerkeset
- Faculty of Nursing and Health Science, Nord University, Levanger, Norway.,Department of Mental Health, Norwegian University of Science and Technology, Trondheim, Norway
| | - Tommy Haugan
- Faculty of Nursing and Health Science, Nord University, Levanger, Norway
| | - Erik R Sund
- Faculty of Nursing and Health Science, Nord University, Levanger, Norway.,Department of Public Health and Nursing, HUNT Research Centre, Norwegian University of Science and Technology, Trondheim, Norway.,Levanger Hospital, Nord-Trøndelag Hospital Trust, Levanger, Norway
| | - Jonas Vaag
- Faculty of Nursing and Health Science, Nord University, Levanger, Norway.,Department of Psychology, Faculty of Social and Educational Sciences, Norwegian University of Science and Technology, Trondheim, Norway
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49
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Orgilés M, Fernández-Martínez I, Espada JP, Morales A. The Nighttime Fears Scale: Development and psychometric evidence of a standardized self-report scale to assess nighttime fears in children. J Anxiety Disord 2021; 79:102369. [PMID: 33610851 DOI: 10.1016/j.janxdis.2021.102369] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Revised: 02/04/2021] [Accepted: 02/07/2021] [Indexed: 11/19/2022]
Abstract
Nighttime fears are highly prevalent in children and are linked to children's distress and internalizing problems, especially childhood anxiety. Although its assessment may be critical, there is a lack of available standardized self-reports. This study aimed to describe the development and psychometric evaluation of the Nighttime Fears Scale (NFS), a new standardized self-report for assessing nighttime fears in school-aged children. The construction of the scale was based on prior relevant research and involvement of researchers and clinicians, experts in childhood anxiety, and fears. A total of 794 Spanish-speaking children (51.1 % girls) aged 8-12 years completed the NFS along with measures of anxiety, sleep problems, internalizing and externalizing problems, and positive behaviors. Exploratory and confirmatory factor analyses supported a four-factor structure of the NFS, consisting of 21 items measuring a range of potentially fear-provoking stimuli at nighttime. Strong internal consistency (alphas ranging from .87 to .94), adequate test-retest reliability, and evidence of convergent, divergent and incremental validity was found. This study provides initial support for the use of the NFS by clinicians and researchers, suggesting that it is a promising tool for a rapid and easily-administered assessment to identify the presence and intensity levels of a set of common children's nighttime fears.
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Affiliation(s)
- Mireia Orgilés
- Miguel Hernández University, Department of Health Psychology, Avda. de la Universidad s/n, Elche, Alicante, 03202, Spain
| | - Iván Fernández-Martínez
- Miguel Hernández University, Department of Health Psychology, Avda. de la Universidad s/n, Elche, Alicante, 03202, Spain.
| | - José P Espada
- Miguel Hernández University, Department of Health Psychology, Avda. de la Universidad s/n, Elche, Alicante, 03202, Spain
| | - Alexandra Morales
- Miguel Hernández University, Department of Health Psychology, Avda. de la Universidad s/n, Elche, Alicante, 03202, Spain
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Piqueras JA, Garcia-Olcina M, Rivera-Riquelme M, Martinez-Gonzalez AE, Cuijpers P. DetectaWeb-Distress Scale: A Global and Multidimensional Web-Based Screener for Emotional Disorder Symptoms in Children and Adolescents. Front Psychol 2021; 12:627604. [PMID: 33658965 PMCID: PMC7917214 DOI: 10.3389/fpsyg.2021.627604] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 01/11/2021] [Indexed: 12/22/2022] Open
Abstract
Emotional disorder symptoms are highly prevalent and a common cause of disability among children and adolescents. Screening and early detection are needed to identify those who need help and to improve treatment outcomes. Nowadays, especially with the arrival of the COVID-19 outbreak, assessment is increasingly conducted online, resulting in the need for brief online screening measures. The aim of the current study was to examine the reliability and different sources of validity evidence of a new web-based screening questionnaire for emotional disorder symptoms, the DetectaWeb-Distress Scale, which assesses mood (major depression and dysthymic disorder), anxiety (separation anxiety, generalized anxiety, social phobia, panic disorder/agoraphobia, and specific phobia), obsessive-compulsive disorder, post-traumatic stress disorder, suicidality (suicidal ideation, plans, and attempts), and global distress. A total of 1,499 participants (aged 8-18) completed the DetectaWeb-Distress Scale and specific questionnaires for emotional disorder symptoms, suicidal behaviors, and well-being through a web-based survey. Results indicated that a structural model of 10 correlated factors fits reasonably better in comparison to the remaining models; measurement invariance for age and gender; good internal consistency (McDonald's ω ranging from 0.65 to 0.94); and significant positive correlation with other measures of anxiety, depression, PTSD, or distress, and negative correlation with well-being measures, displaying support for convergent-discriminant validity. We also found that girls scored higher than boys on most of the subscales, and children had higher scores for social anxiety, specific phobia, panic disorder, and obsessive-compulsive symptoms, whereas adolescents scored higher on depressive symptoms, suicidality, and generalized anxiety, but the effect sizes were small to medium for all comparisons. The DetectaWeb-Distress Scale is a valid, innovative, and useful online tool for the screening and evaluation of preventive programs for mental health in children and adolescents.
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Affiliation(s)
- Jose A Piqueras
- Department of Health Psychology, Faculty of Social and Health Sciences, Center for Applied Psychology, Miguel Hernandez University, Elche, Spain
| | - Mariola Garcia-Olcina
- Department of Health Psychology, Faculty of Social and Health Sciences, Center for Applied Psychology, Miguel Hernandez University, Elche, Spain
| | - Maria Rivera-Riquelme
- Department of Health Psychology, Faculty of Social and Health Sciences, Center for Applied Psychology, Miguel Hernandez University, Elche, Spain
| | - Agustin E Martinez-Gonzalez
- Department of Developmental Psychology and Didactics, Faculty of Education, University of Alicante, San Vicente del Raspeig, Spain
| | - Pim Cuijpers
- Department of Clinical Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands.,The Netherlands & EMGO Institute for Health and Care Research, Amsterdam, Netherlands
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