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Assessing the perceived changes in neighborhood physical and social environments and how they are associated with Chinese internal migrants’ mental health
BACKGROUND: Migrants experience substantial changes in their neighborhood physical and social environments along their migration journeys, but little is known about how perceived changes in their neighborhood environment pre- and post-migration correlate with their mental health. Our aim was to exam...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8240258/ https://www.ncbi.nlm.nih.gov/pubmed/34182975 http://dx.doi.org/10.1186/s12889-021-11289-4 |
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author | Yang, Min Hagenauer, Julian Dijst, Martin Helbich, Marco |
author_facet | Yang, Min Hagenauer, Julian Dijst, Martin Helbich, Marco |
author_sort | Yang, Min |
collection | PubMed |
description | BACKGROUND: Migrants experience substantial changes in their neighborhood physical and social environments along their migration journeys, but little is known about how perceived changes in their neighborhood environment pre- and post-migration correlate with their mental health. Our aim was to examine the associations between recalled changes in the perceived neighborhood physical and social environments and migrants’ mental health in the host city. METHODS: We used cross-sectional data on 591 migrants in Shenzhen, China. We assessed their risk of mental illness using the General Health Questionnaire (GHQ). Neighborhood perceptions were collected retrospectively pre- and post-migration. We used random forests to analyze possibly non-linear associations between GHQ scores and changes in the neighborhood environment, variable importance, and for exploratory analysis of variable interactions. RESULTS: Perceived changes in neighborhood aesthetics, safety, and green space were non-linearly associated with migrants’ mental health: A decline in these characteristics was associated with poor mental health, while improvements in them were unrelated to mental health benefits. Variable importance showed that change in safety was the most influential neighborhood characteristic, although individual-level characteristics—such as self-reported physical health, personal income, and hukou (i.e., the Chinese household registration system)—appeared to be more important to explain GHQ scores and also strongly interacted with other variables. For physical health, we found different associations between changes in the neighborhood provoked by migration and mental health. CONCLUSION: Our findings suggest that perceived degradations in the physical environment are related to poorer post-migration mental health. In addition, it seems that perceived changes in the neighborhood environment play a minor role compared to individual-level characteristics, in particular migrants’ physical health condition. Replication of our findings in longitudinal settings is needed to exclude reverse causality. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-021-11289-4. |
format | Online Article Text |
id | pubmed-8240258 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-82402582021-06-29 Assessing the perceived changes in neighborhood physical and social environments and how they are associated with Chinese internal migrants’ mental health Yang, Min Hagenauer, Julian Dijst, Martin Helbich, Marco BMC Public Health Research BACKGROUND: Migrants experience substantial changes in their neighborhood physical and social environments along their migration journeys, but little is known about how perceived changes in their neighborhood environment pre- and post-migration correlate with their mental health. Our aim was to examine the associations between recalled changes in the perceived neighborhood physical and social environments and migrants’ mental health in the host city. METHODS: We used cross-sectional data on 591 migrants in Shenzhen, China. We assessed their risk of mental illness using the General Health Questionnaire (GHQ). Neighborhood perceptions were collected retrospectively pre- and post-migration. We used random forests to analyze possibly non-linear associations between GHQ scores and changes in the neighborhood environment, variable importance, and for exploratory analysis of variable interactions. RESULTS: Perceived changes in neighborhood aesthetics, safety, and green space were non-linearly associated with migrants’ mental health: A decline in these characteristics was associated with poor mental health, while improvements in them were unrelated to mental health benefits. Variable importance showed that change in safety was the most influential neighborhood characteristic, although individual-level characteristics—such as self-reported physical health, personal income, and hukou (i.e., the Chinese household registration system)—appeared to be more important to explain GHQ scores and also strongly interacted with other variables. For physical health, we found different associations between changes in the neighborhood provoked by migration and mental health. CONCLUSION: Our findings suggest that perceived degradations in the physical environment are related to poorer post-migration mental health. In addition, it seems that perceived changes in the neighborhood environment play a minor role compared to individual-level characteristics, in particular migrants’ physical health condition. Replication of our findings in longitudinal settings is needed to exclude reverse causality. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-021-11289-4. BioMed Central 2021-06-28 /pmc/articles/PMC8240258/ /pubmed/34182975 http://dx.doi.org/10.1186/s12889-021-11289-4 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Yang, Min Hagenauer, Julian Dijst, Martin Helbich, Marco Assessing the perceived changes in neighborhood physical and social environments and how they are associated with Chinese internal migrants’ mental health |
title | Assessing the perceived changes in neighborhood physical and social environments and how they are associated with Chinese internal migrants’ mental health |
title_full | Assessing the perceived changes in neighborhood physical and social environments and how they are associated with Chinese internal migrants’ mental health |
title_fullStr | Assessing the perceived changes in neighborhood physical and social environments and how they are associated with Chinese internal migrants’ mental health |
title_full_unstemmed | Assessing the perceived changes in neighborhood physical and social environments and how they are associated with Chinese internal migrants’ mental health |
title_short | Assessing the perceived changes in neighborhood physical and social environments and how they are associated with Chinese internal migrants’ mental health |
title_sort | assessing the perceived changes in neighborhood physical and social environments and how they are associated with chinese internal migrants’ mental health |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8240258/ https://www.ncbi.nlm.nih.gov/pubmed/34182975 http://dx.doi.org/10.1186/s12889-021-11289-4 |
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