Association of Stressful Life Events with Psychological Problems: A Large-Scale Community-Based Study Using Grouped Outcomes Latent Factor Regression with Latent Predictors
Objective. The current study is aimed at investigating the association between stressful life events and psychological problems in a large sample of Iranian adults. Method. In a cross-sectional large-scale community-based study, 4763 Iranian adults, living in Isfahan, Iran, were investigated. Groupe...
Main Authors: | , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Hindawi Limited
2017-01-01
|
Series: | Computational and Mathematical Methods in Medicine |
Online Access: | http://dx.doi.org/10.1155/2017/3457103 |
id |
doaj-d5a0bc2af6b4417cb3ba8f5347654c2b |
---|---|
record_format |
Article |
spelling |
doaj-d5a0bc2af6b4417cb3ba8f5347654c2b2020-11-24T23:02:30ZengHindawi LimitedComputational and Mathematical Methods in Medicine1748-670X1748-67182017-01-01201710.1155/2017/34571033457103Association of Stressful Life Events with Psychological Problems: A Large-Scale Community-Based Study Using Grouped Outcomes Latent Factor Regression with Latent PredictorsAkbar Hassanzadeh0Zahra Heidari1Awat Feizi2Ammar Hassanzadeh Keshteli3Hamidreza Roohafza4Hamid Afshar5Payman Adibi6Department of Biostatistics and Epidemiology, School of Health, Isfahan University of Medical Sciences, Isfahan, IranDepartment of Biostatistics and Epidemiology, School of Health, Isfahan University of Medical Sciences, Isfahan, IranDepartment of Biostatistics and Epidemiology, School of Health, Isfahan University of Medical Sciences, Isfahan, IranDepartment of Medicine, University of Alberta, Edmonton, AB, CanadaPsychosomatic Research Center, Isfahan University of Medical Sciences, Isfahan, IranPsychosomatic Research Center, Isfahan University of Medical Sciences, Isfahan, IranIntegrative Functional Gastroenterology Research Center, Isfahan University of Medical Sciences, Isfahan, IranObjective. The current study is aimed at investigating the association between stressful life events and psychological problems in a large sample of Iranian adults. Method. In a cross-sectional large-scale community-based study, 4763 Iranian adults, living in Isfahan, Iran, were investigated. Grouped outcomes latent factor regression on latent predictors was used for modeling the association of psychological problems (depression, anxiety, and psychological distress), measured by Hospital Anxiety and Depression Scale (HADS) and General Health Questionnaire (GHQ-12), as the grouped outcomes, and stressful life events, measured by a self-administered stressful life events (SLEs) questionnaire, as the latent predictors. Results. The results showed that the personal stressors domain has significant positive association with psychological distress (β=0.19), anxiety (β=0.25), depression (β=0.15), and their collective profile score (β=0.20), with greater associations in females (β=0.28) than in males (β=0.13) (all P<0.001). In addition, in the adjusted models, the regression coefficients for the association of social stressors domain and psychological problems profile score were 0.37, 0.35, and 0.46 in total sample, males, and females, respectively (P<0.001). Conclusion. Results of our study indicated that different stressors, particularly those socioeconomic related, have an effective impact on psychological problems. It is important to consider the social and cultural background of a population for managing the stressors as an effective approach for preventing and reducing the destructive burden of psychological problems.http://dx.doi.org/10.1155/2017/3457103 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Akbar Hassanzadeh Zahra Heidari Awat Feizi Ammar Hassanzadeh Keshteli Hamidreza Roohafza Hamid Afshar Payman Adibi |
spellingShingle |
Akbar Hassanzadeh Zahra Heidari Awat Feizi Ammar Hassanzadeh Keshteli Hamidreza Roohafza Hamid Afshar Payman Adibi Association of Stressful Life Events with Psychological Problems: A Large-Scale Community-Based Study Using Grouped Outcomes Latent Factor Regression with Latent Predictors Computational and Mathematical Methods in Medicine |
author_facet |
Akbar Hassanzadeh Zahra Heidari Awat Feizi Ammar Hassanzadeh Keshteli Hamidreza Roohafza Hamid Afshar Payman Adibi |
author_sort |
Akbar Hassanzadeh |
title |
Association of Stressful Life Events with Psychological Problems: A Large-Scale Community-Based Study Using Grouped Outcomes Latent Factor Regression with Latent Predictors |
title_short |
Association of Stressful Life Events with Psychological Problems: A Large-Scale Community-Based Study Using Grouped Outcomes Latent Factor Regression with Latent Predictors |
title_full |
Association of Stressful Life Events with Psychological Problems: A Large-Scale Community-Based Study Using Grouped Outcomes Latent Factor Regression with Latent Predictors |
title_fullStr |
Association of Stressful Life Events with Psychological Problems: A Large-Scale Community-Based Study Using Grouped Outcomes Latent Factor Regression with Latent Predictors |
title_full_unstemmed |
Association of Stressful Life Events with Psychological Problems: A Large-Scale Community-Based Study Using Grouped Outcomes Latent Factor Regression with Latent Predictors |
title_sort |
association of stressful life events with psychological problems: a large-scale community-based study using grouped outcomes latent factor regression with latent predictors |
publisher |
Hindawi Limited |
series |
Computational and Mathematical Methods in Medicine |
issn |
1748-670X 1748-6718 |
publishDate |
2017-01-01 |
description |
Objective. The current study is aimed at investigating the association between stressful life events and psychological problems in a large sample of Iranian adults. Method. In a cross-sectional large-scale community-based study, 4763 Iranian adults, living in Isfahan, Iran, were investigated. Grouped outcomes latent factor regression on latent predictors was used for modeling the association of psychological problems (depression, anxiety, and psychological distress), measured by Hospital Anxiety and Depression Scale (HADS) and General Health Questionnaire (GHQ-12), as the grouped outcomes, and stressful life events, measured by a self-administered stressful life events (SLEs) questionnaire, as the latent predictors. Results. The results showed that the personal stressors domain has significant positive association with psychological distress (β=0.19), anxiety (β=0.25), depression (β=0.15), and their collective profile score (β=0.20), with greater associations in females (β=0.28) than in males (β=0.13) (all P<0.001). In addition, in the adjusted models, the regression coefficients for the association of social stressors domain and psychological problems profile score were 0.37, 0.35, and 0.46 in total sample, males, and females, respectively (P<0.001). Conclusion. Results of our study indicated that different stressors, particularly those socioeconomic related, have an effective impact on psychological problems. It is important to consider the social and cultural background of a population for managing the stressors as an effective approach for preventing and reducing the destructive burden of psychological problems. |
url |
http://dx.doi.org/10.1155/2017/3457103 |
work_keys_str_mv |
AT akbarhassanzadeh associationofstressfullifeeventswithpsychologicalproblemsalargescalecommunitybasedstudyusinggroupedoutcomeslatentfactorregressionwithlatentpredictors AT zahraheidari associationofstressfullifeeventswithpsychologicalproblemsalargescalecommunitybasedstudyusinggroupedoutcomeslatentfactorregressionwithlatentpredictors AT awatfeizi associationofstressfullifeeventswithpsychologicalproblemsalargescalecommunitybasedstudyusinggroupedoutcomeslatentfactorregressionwithlatentpredictors AT ammarhassanzadehkeshteli associationofstressfullifeeventswithpsychologicalproblemsalargescalecommunitybasedstudyusinggroupedoutcomeslatentfactorregressionwithlatentpredictors AT hamidrezaroohafza associationofstressfullifeeventswithpsychologicalproblemsalargescalecommunitybasedstudyusinggroupedoutcomeslatentfactorregressionwithlatentpredictors AT hamidafshar associationofstressfullifeeventswithpsychologicalproblemsalargescalecommunitybasedstudyusinggroupedoutcomeslatentfactorregressionwithlatentpredictors AT paymanadibi associationofstressfullifeeventswithpsychologicalproblemsalargescalecommunitybasedstudyusinggroupedoutcomeslatentfactorregressionwithlatentpredictors |
_version_ |
1725636530259623936 |