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Intimate partner violence in Nepal: Latent patterns and association with depressive symptoms
Existing data suggest that there are distinct patterns (or classes) of intimate partner violence (IPV) experience that depart from dichotomous categorizations used to monitor progress toward Sustainable Development Goal 5.2. Less is known about the patterning of IPV in non-Western settings. This stu...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Elsevier
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6978479/ https://www.ncbi.nlm.nih.gov/pubmed/31993482 http://dx.doi.org/10.1016/j.ssmph.2019.100481 |
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author | Clark, Cari Jo Cheong, Yuk Fai Gupta, Jhumka Ferguson, Gemma Shrestha, Binita Shrestha, Prabin Nanicha Yount, Kathryn M. |
author_facet | Clark, Cari Jo Cheong, Yuk Fai Gupta, Jhumka Ferguson, Gemma Shrestha, Binita Shrestha, Prabin Nanicha Yount, Kathryn M. |
author_sort | Clark, Cari Jo |
collection | PubMed |
description | Existing data suggest that there are distinct patterns (or classes) of intimate partner violence (IPV) experience that depart from dichotomous categorizations used to monitor progress toward Sustainable Development Goal 5.2. Less is known about the patterning of IPV in non-Western settings. This study estimates distinct classes of IPV experience in Nepal and examines potential community-level variability in these classes and in the association between IPV class and depressive symptoms. This study used data collected in 2016 from a random sample of Nepalese married women of reproductive age (N = 1440) living in 72 communities in three districts (Nawalparasi, Chitwan, and Kapilvastu). We used fixed effects and random effects latent class models of 2 through 6 classes. We fit a negative binomial regression model adjusted for relevant confounders to examine the relationship of the latent IPV classes with depressive symptoms. A four-class model was the best fitting. It included a “low exposure” class (77.36% of the sample) characterized by a low probability of experiencing any form of IPV, a “sexual violence” class (9.03% of the sample) characterized by a high probability of experiencing a form of sexual violence, a “moderate violence” class (6.60% of the sample) characterized by modest probabilities of experiencing less severe emotional and physical IPV, and a “systematic violence” class (7.01% of the sample) characterized by a high probability of being exposed to all forms of IPV. Adding random effects did not improve model fit, suggesting no community-level variations in classes. Relative to membership in the low exposure class, membership in all other classes was associated with a higher count of depressive symptoms. Those in the systematic class had a mean weighted symptom count 2.29 times that of the low exposure group. Classes of IPV exposure must be identified to ensure that surveillance and programming are attuned to women's experiences of violence. |
format | Online Article Text |
id | pubmed-6978479 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-69784792020-01-28 Intimate partner violence in Nepal: Latent patterns and association with depressive symptoms Clark, Cari Jo Cheong, Yuk Fai Gupta, Jhumka Ferguson, Gemma Shrestha, Binita Shrestha, Prabin Nanicha Yount, Kathryn M. SSM Popul Health Special Section: Gender Equality, Empowerment and Health (Guest editor: Anita Raj) Existing data suggest that there are distinct patterns (or classes) of intimate partner violence (IPV) experience that depart from dichotomous categorizations used to monitor progress toward Sustainable Development Goal 5.2. Less is known about the patterning of IPV in non-Western settings. This study estimates distinct classes of IPV experience in Nepal and examines potential community-level variability in these classes and in the association between IPV class and depressive symptoms. This study used data collected in 2016 from a random sample of Nepalese married women of reproductive age (N = 1440) living in 72 communities in three districts (Nawalparasi, Chitwan, and Kapilvastu). We used fixed effects and random effects latent class models of 2 through 6 classes. We fit a negative binomial regression model adjusted for relevant confounders to examine the relationship of the latent IPV classes with depressive symptoms. A four-class model was the best fitting. It included a “low exposure” class (77.36% of the sample) characterized by a low probability of experiencing any form of IPV, a “sexual violence” class (9.03% of the sample) characterized by a high probability of experiencing a form of sexual violence, a “moderate violence” class (6.60% of the sample) characterized by modest probabilities of experiencing less severe emotional and physical IPV, and a “systematic violence” class (7.01% of the sample) characterized by a high probability of being exposed to all forms of IPV. Adding random effects did not improve model fit, suggesting no community-level variations in classes. Relative to membership in the low exposure class, membership in all other classes was associated with a higher count of depressive symptoms. Those in the systematic class had a mean weighted symptom count 2.29 times that of the low exposure group. Classes of IPV exposure must be identified to ensure that surveillance and programming are attuned to women's experiences of violence. Elsevier 2019-11-20 /pmc/articles/PMC6978479/ /pubmed/31993482 http://dx.doi.org/10.1016/j.ssmph.2019.100481 Text en © 2019 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Special Section: Gender Equality, Empowerment and Health (Guest editor: Anita Raj) Clark, Cari Jo Cheong, Yuk Fai Gupta, Jhumka Ferguson, Gemma Shrestha, Binita Shrestha, Prabin Nanicha Yount, Kathryn M. Intimate partner violence in Nepal: Latent patterns and association with depressive symptoms |
title | Intimate partner violence in Nepal: Latent patterns and association with depressive symptoms |
title_full | Intimate partner violence in Nepal: Latent patterns and association with depressive symptoms |
title_fullStr | Intimate partner violence in Nepal: Latent patterns and association with depressive symptoms |
title_full_unstemmed | Intimate partner violence in Nepal: Latent patterns and association with depressive symptoms |
title_short | Intimate partner violence in Nepal: Latent patterns and association with depressive symptoms |
title_sort | intimate partner violence in nepal: latent patterns and association with depressive symptoms |
topic | Special Section: Gender Equality, Empowerment and Health (Guest editor: Anita Raj) |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6978479/ https://www.ncbi.nlm.nih.gov/pubmed/31993482 http://dx.doi.org/10.1016/j.ssmph.2019.100481 |
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