Cargando…
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...
Autores principales: | , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1782333315744792576 |
---|---|
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. |
format | Online Article Text |
id | pubmed-4153639 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT morenoperalpatricia predictingtheonsetofanxietysyndromesat12monthsinprimarycareattendeesthepredictaspainstudy AT lunajuandedios predictingtheonsetofanxietysyndromesat12monthsinprimarycareattendeesthepredictaspainstudy AT marstonlouise predictingtheonsetofanxietysyndromesat12monthsinprimarycareattendeesthepredictaspainstudy AT kingmichael predictingtheonsetofanxietysyndromesat12monthsinprimarycareattendeesthepredictaspainstudy AT nazarethirwin predictingtheonsetofanxietysyndromesat12monthsinprimarycareattendeesthepredictaspainstudy AT motricoemma predictingtheonsetofanxietysyndromesat12monthsinprimarycareattendeesthepredictaspainstudy AT gildegomezbarraganmariajosefa predictingtheonsetofanxietysyndromesat12monthsinprimarycareattendeesthepredictaspainstudy AT torresgonzalezfrancisco predictingtheonsetofanxietysyndromesat12monthsinprimarycareattendeesthepredictaspainstudy AT montonfrancocarmen predictingtheonsetofanxietysyndromesat12monthsinprimarycareattendeesthepredictaspainstudy AT sanchezcelayamarta predictingtheonsetofanxietysyndromesat12monthsinprimarycareattendeesthepredictaspainstudy AT diazbarreirosmiguelangel predictingtheonsetofanxietysyndromesat12monthsinprimarycareattendeesthepredictaspainstudy AT vicenscatalina predictingtheonsetofanxietysyndromesat12monthsinprimarycareattendeesthepredictaspainstudy AT munozbravocarlos predictingtheonsetofanxietysyndromesat12monthsinprimarycareattendeesthepredictaspainstudy AT bellonjuanangel predictingtheonsetofanxietysyndromesat12monthsinprimarycareattendeesthepredictaspainstudy |