Using gastrointestinal distress reports to predict youth anxiety risk: Implications for mental health literacy and community care

被引:3
作者
Bloom, Paul Alexander [1 ]
Douglas, Ian [2 ]
VanTieghem, Michelle [1 ]
Tottenham, Nim [1 ]
Callaghan, Bridget [3 ]
机构
[1] Columbia Univ, Psychol Dept, Schermerhorn Hall 409A,1180 Amsterdam Ave, New York, NY 10029 USA
[2] Univ Texas Austin, Dept Psychol, Austin, TX 78712 USA
[3] Univ Calif Los Angeles, Psychol Dept, Los Angeles, CA USA
基金
美国国家科学基金会;
关键词
anxiety; gastrointestinal; prediction; replication; youth; SOMATIC SYMPTOMS; CHILD ANXIETY; DISORDERS; DEPRESSION; LIFETIME; ADOLESCENTS; MANAGEMENT; SERVICE; ASSOCIATIONS; PERCEPTIONS;
D O I
10.1002/dev.22126
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
This study investigates the generalizability and predictive validity of associations between gastrointestinal (GI) symptoms and youth anxiety to establish their utility in community mental health decision-making. We analyzed data from youth ages 3 to 21 years in volunteer cohorts collected in Los Angeles (N = 327) and New York City (N = 102), as well as the Healthy Brain Network cohort (N = 1957). Youth GI distress was measured through items taken from the parent-reported Child Behavior Checklist (CBCL). We examined generalizability of GI-anxiety associations across cohorts and anxiety reporters, then evaluated the performance of these models in predicting youth anxiety in holdout data. Consistent with previous work, higher levels of gastrointestinal distress were associated with more parent-reported youth anxiety behaviors in all three cohorts. Models trained on data from the Healthy Brain Network cohort predicted parent-reported and child-reported anxiety behaviors, as well as clinician-evaluated anxiety diagnoses, at above chance levels in holdout data. Models which included GI symptoms often, but not always, outperformed models based on age and sex alone in predicting youth anxiety. Based on the generalizability and predictive validity of GI-anxiety associations investigated here, GI symptoms may be an effective tool for child-facing professionals for identifying children at risk for anxiety (Preprint: ).
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页数:15
相关论文
共 74 条
[1]  
Achenbach T.M., 1991, University of Vermont, Department of Psychology Pediatrics
[2]  
Achenback T.M., 1983, Manual for the child behavior checklist and revised child behavior profile
[3]   The effect of minority status and social context on the development of depression and anxiety: a longitudinal study of Puerto Rican descent youth [J].
Alegria, Margarita ;
Shrout, Patrick E. ;
Canino, Glorisa ;
Alvarez, Kiara ;
Wang, Ye ;
Bird, Hector ;
Markle, Sheri Lapatin ;
Ramos-Olazagasti, Maria ;
Rivera, Doryliz Vila ;
Le Cook, Benjamin ;
Musa, George J. ;
Falgas-Bague, Irene ;
NeMoyer, Amanda ;
Dominique, Georgina ;
Duarte, Cristiane .
WORLD PSYCHIATRY, 2019, 18 (03) :298-307
[4]   An open resource for transdiagnostic research in pediatric mental health and learning disorders [J].
Alexander, Lindsay M. ;
Escalera, Jasmine ;
Ai, Lei ;
Andreotti, Charissa ;
Febre, Karina ;
Mangone, Alexander ;
Vega-Potler, Natan ;
Langer, Nicolas ;
Alexander, Alexis ;
Kovacs, Meagan ;
Litke, Shannon ;
O'Hagan, Bridget ;
Andersen, Jennifer ;
Bronstein, Batya ;
Bui, Anastasia ;
Bushey, Marijayne ;
Butler, Henry ;
Castagna, Victoria ;
Camacho, Nicolas ;
Chan, Elisha ;
Citera, Danielle ;
Clucas, Jon ;
Cohen, Samantha ;
Dufek, Sarah ;
Eaves, Megan ;
Fradera, Brian ;
Gardner, Judith ;
Grant-Villegas, Natalie ;
Green, Gabriella ;
Gregory, Camille ;
Hart, Emily ;
Harris, Shana ;
Horton, Megan ;
Kahn, Danielle ;
Kabotyanski, Katherine ;
Karmel, Bernard ;
Kelly, Simon P. ;
Kleinman, Kayla ;
Koo, Bonhwang ;
Kramer, Eliza ;
Lennon, Elizabeth ;
Lord, Catherine ;
Mantello, Ginny ;
Margolis, Amy ;
Merikangas, Kathleen R. ;
Milham, Judith ;
Minniti, Giuseppe ;
Neuhaus, Rebecca ;
Levine, Alexandra ;
Osman, Yael .
SCIENTIFIC DATA, 2017, 4
[5]  
Ambekar A, 2009, KDD-09: 15TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, P49
[6]   Transcultural Aspects of Somatic Symptoms in the Context of Depressive Disorders [J].
Bagayogo, Issa P. ;
Interian, Alejandro ;
Escobar, Javier I. .
CULTURAL PSYCHIATRY, 2013, 33 :64-74
[7]   Developmental Epidemiology of Anxiety Disorders [J].
Beesdo-Baum, Katja ;
Knappe, Susanne .
CHILD AND ADOLESCENT PSYCHIATRIC CLINICS OF NORTH AMERICA, 2012, 21 (03) :457-+
[8]   Constructing a children's mental health infrastructure using community psychiatry principles [J].
Bell, CC ;
McKay, MM .
JOURNAL OF LEGAL MEDICINE, 2004, 25 (01) :5-22
[9]   The screen for child anxiety related emotional disorders (SCARED): Scale construction and psychometric characteristics [J].
Birmaher, B ;
Khetarpal, S ;
Brent, D ;
Cully, M ;
Balach, L ;
Kaufman, J ;
Neer, SM .
JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY, 1997, 36 (04) :545-553
[10]   Test anxiety in Indian children: A cross-cultural perspective [J].
Bodas, Jaee ;
Ollendick, Thomas H. ;
Sovani, Anuradha V. .
ANXIETY STRESS AND COPING, 2008, 21 (04) :387-404