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Predicting the Onset of Anxiety Syndromes at 12 Months in Primary Care Attendees. The PredictA-Spain Study

BACKGROUND: There are no risk algorithms for the onset of anxiety syndromes at 12 months in primary care. We aimed to develop and validate internally a risk algorithm to predict the onset of anxiety syndromes at 12 months. METHODS: A prospective cohort study with evaluations at baseline, 6 and 12 mo...

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Autores principales: Moreno-Peral, Patricia, Luna, Juan de Dios, Marston, Louise, King, Michael, Nazareth, Irwin, Motrico, Emma, GildeGómez-Barragán, María Josefa, Torres-González, Francisco, Montón-Franco, Carmen, Sánchez-Celaya, Marta, Díaz-Barreiros, Miguel Ángel, Vicens, Catalina, Muñoz-Bravo, Carlos, Bellón, Juan Ángel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4153639/
https://www.ncbi.nlm.nih.gov/pubmed/25184313
http://dx.doi.org/10.1371/journal.pone.0106370
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author Moreno-Peral, Patricia
Luna, Juan de Dios
Marston, Louise
King, Michael
Nazareth, Irwin
Motrico, Emma
GildeGómez-Barragán, María Josefa
Torres-González, Francisco
Montón-Franco, Carmen
Sánchez-Celaya, Marta
Díaz-Barreiros, Miguel Ángel
Vicens, Catalina
Muñoz-Bravo, Carlos
Bellón, Juan Ángel
author_facet Moreno-Peral, Patricia
Luna, Juan de Dios
Marston, Louise
King, Michael
Nazareth, Irwin
Motrico, Emma
GildeGómez-Barragán, María Josefa
Torres-González, Francisco
Montón-Franco, Carmen
Sánchez-Celaya, Marta
Díaz-Barreiros, Miguel Ángel
Vicens, Catalina
Muñoz-Bravo, Carlos
Bellón, Juan Ángel
author_sort Moreno-Peral, Patricia
collection PubMed
description BACKGROUND: There are no risk algorithms for the onset of anxiety syndromes at 12 months in primary care. We aimed to develop and validate internally a risk algorithm to predict the onset of anxiety syndromes at 12 months. METHODS: A prospective cohort study with evaluations at baseline, 6 and 12 months. We measured 39 known risk factors and used multilevel logistic regression and inverse probability weighting to build the risk algorithm. Our main outcome was generalized anxiety, panic and other non-specific anxiety syndromes as measured by the Primary Care Evaluation of Mental Disorders, Patient Health Questionnaire (PRIME-MD-PHQ). We recruited 3,564 adult primary care attendees without anxiety syndromes from 174 family physicians and 32 health centers in 6 Spanish provinces. RESULTS: The cumulative 12-month incidence of anxiety syndromes was 12.2%. The predictA-Spain risk algorithm included the following predictors of anxiety syndromes: province; sex (female); younger age; taking medicines for anxiety, depression or stress; worse physical and mental quality of life (SF-12); dissatisfaction with paid and unpaid work; perception of financial strain; and the interactions sex*age, sex*perception of financial strain, and age*dissatisfaction with paid work. The C-index was 0.80 (95% confidence interval = 0.78–0.83) and the Hedges' g = 1.17 (95% confidence interval = 1.04–1.29). The Copas shrinkage factor was 0.98 and calibration plots showed an accurate goodness of fit. CONCLUSIONS: The predictA-Spain risk algorithm is valid to predict anxiety syndromes at 12 months. Although external validation is required, the predictA-Spain is available for use as a predictive tool in the prevention of anxiety syndromes in primary care.
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spelling pubmed-41536392014-09-05 Predicting the Onset of Anxiety Syndromes at 12 Months in Primary Care Attendees. The PredictA-Spain Study Moreno-Peral, Patricia Luna, Juan de Dios Marston, Louise King, Michael Nazareth, Irwin Motrico, Emma GildeGómez-Barragán, María Josefa Torres-González, Francisco Montón-Franco, Carmen Sánchez-Celaya, Marta Díaz-Barreiros, Miguel Ángel Vicens, Catalina Muñoz-Bravo, Carlos Bellón, Juan Ángel PLoS One Research Article BACKGROUND: There are no risk algorithms for the onset of anxiety syndromes at 12 months in primary care. We aimed to develop and validate internally a risk algorithm to predict the onset of anxiety syndromes at 12 months. METHODS: A prospective cohort study with evaluations at baseline, 6 and 12 months. We measured 39 known risk factors and used multilevel logistic regression and inverse probability weighting to build the risk algorithm. Our main outcome was generalized anxiety, panic and other non-specific anxiety syndromes as measured by the Primary Care Evaluation of Mental Disorders, Patient Health Questionnaire (PRIME-MD-PHQ). We recruited 3,564 adult primary care attendees without anxiety syndromes from 174 family physicians and 32 health centers in 6 Spanish provinces. RESULTS: The cumulative 12-month incidence of anxiety syndromes was 12.2%. The predictA-Spain risk algorithm included the following predictors of anxiety syndromes: province; sex (female); younger age; taking medicines for anxiety, depression or stress; worse physical and mental quality of life (SF-12); dissatisfaction with paid and unpaid work; perception of financial strain; and the interactions sex*age, sex*perception of financial strain, and age*dissatisfaction with paid work. The C-index was 0.80 (95% confidence interval = 0.78–0.83) and the Hedges' g = 1.17 (95% confidence interval = 1.04–1.29). The Copas shrinkage factor was 0.98 and calibration plots showed an accurate goodness of fit. CONCLUSIONS: The predictA-Spain risk algorithm is valid to predict anxiety syndromes at 12 months. Although external validation is required, the predictA-Spain is available for use as a predictive tool in the prevention of anxiety syndromes in primary care. Public Library of Science 2014-09-03 /pmc/articles/PMC4153639/ /pubmed/25184313 http://dx.doi.org/10.1371/journal.pone.0106370 Text en © 2014 Moreno-Peral et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Moreno-Peral, Patricia
Luna, Juan de Dios
Marston, Louise
King, Michael
Nazareth, Irwin
Motrico, Emma
GildeGómez-Barragán, María Josefa
Torres-González, Francisco
Montón-Franco, Carmen
Sánchez-Celaya, Marta
Díaz-Barreiros, Miguel Ángel
Vicens, Catalina
Muñoz-Bravo, Carlos
Bellón, Juan Ángel
Predicting the Onset of Anxiety Syndromes at 12 Months in Primary Care Attendees. The PredictA-Spain Study
title Predicting the Onset of Anxiety Syndromes at 12 Months in Primary Care Attendees. The PredictA-Spain Study
title_full Predicting the Onset of Anxiety Syndromes at 12 Months in Primary Care Attendees. The PredictA-Spain Study
title_fullStr Predicting the Onset of Anxiety Syndromes at 12 Months in Primary Care Attendees. The PredictA-Spain Study
title_full_unstemmed Predicting the Onset of Anxiety Syndromes at 12 Months in Primary Care Attendees. The PredictA-Spain Study
title_short Predicting the Onset of Anxiety Syndromes at 12 Months in Primary Care Attendees. The PredictA-Spain Study
title_sort predicting the onset of anxiety syndromes at 12 months in primary care attendees. the predicta-spain study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4153639/
https://www.ncbi.nlm.nih.gov/pubmed/25184313
http://dx.doi.org/10.1371/journal.pone.0106370
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