Cargando…
Spatial epidemiology of gestational age and birth weight in Switzerland: census-based linkage study
BACKGROUND: Gestational age and birth weight are strong predictors of infant morbidity and mortality. Understanding spatial variation can inform policies to reduce health inequalities. We examined small-area variation in gestational age and birth weight in Switzerland. METHODS: All singleton live bi...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6830696/ https://www.ncbi.nlm.nih.gov/pubmed/31666260 http://dx.doi.org/10.1136/bmjopen-2018-027834 |
_version_ | 1783465822003396608 |
---|---|
author | Skrivankova, Veronika Zwahlen, Marcel Adams, Mark Low, Nicola Kuehni, Claudia Egger, Matthias |
author_facet | Skrivankova, Veronika Zwahlen, Marcel Adams, Mark Low, Nicola Kuehni, Claudia Egger, Matthias |
author_sort | Skrivankova, Veronika |
collection | PubMed |
description | BACKGROUND: Gestational age and birth weight are strong predictors of infant morbidity and mortality. Understanding spatial variation can inform policies to reduce health inequalities. We examined small-area variation in gestational age and birth weight in Switzerland. METHODS: All singleton live births recorded in the Swiss Live Birth Register 2011 to 2014 were eligible. We deterministically linked the Live Birth Register with census and survey data to create data sets including neonatal and pregnancy-related variables, parental characteristics and geographical variables. We produced maps of 705 areas and fitted linear mixed-effect models to assess to what extent spatial variation was explained by these variables. RESULTS: We analysed all 315 177 eligible live births. Area-level averages of gestational age varied between 272 and 279 days, and between 3138 and 3467 g for birth weight. The fully adjusted models explained 31% and 87% of spatial variation of gestational age and birth weight, respectively. Language region accounted for most of the explained variation (23% in gestational age and 62% in birth weight), with shorter gestational age (−0.6 days and −0.9 days) and lower birth weight (−1.1% and −1.8%) in French-speaking and Italian-speaking areas, respectively, compared with German-speaking areas. Other variables explaining variation were, for gestational age, the level of urbanisation (10%) and parental nationality (3%). For birth weight, they were gestational age (27%), parental nationality (27%), civil status (10%) and altitude (10%). In a random sample of 81 968 live births with data on parental education, levels of education were only weakly associated with gestational age (−0.9 days for compulsory vs tertiary maternal education) or birth weight (−0.7% for compulsory vs tertiary maternal education). CONCLUSIONS: In Switzerland, small area variation in birth weight is largely explained, and variation in gestational age partially explained, by geocultural, sociodemographic and pregnancy factors. |
format | Online Article Text |
id | pubmed-6830696 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-68306962019-11-20 Spatial epidemiology of gestational age and birth weight in Switzerland: census-based linkage study Skrivankova, Veronika Zwahlen, Marcel Adams, Mark Low, Nicola Kuehni, Claudia Egger, Matthias BMJ Open Public Health BACKGROUND: Gestational age and birth weight are strong predictors of infant morbidity and mortality. Understanding spatial variation can inform policies to reduce health inequalities. We examined small-area variation in gestational age and birth weight in Switzerland. METHODS: All singleton live births recorded in the Swiss Live Birth Register 2011 to 2014 were eligible. We deterministically linked the Live Birth Register with census and survey data to create data sets including neonatal and pregnancy-related variables, parental characteristics and geographical variables. We produced maps of 705 areas and fitted linear mixed-effect models to assess to what extent spatial variation was explained by these variables. RESULTS: We analysed all 315 177 eligible live births. Area-level averages of gestational age varied between 272 and 279 days, and between 3138 and 3467 g for birth weight. The fully adjusted models explained 31% and 87% of spatial variation of gestational age and birth weight, respectively. Language region accounted for most of the explained variation (23% in gestational age and 62% in birth weight), with shorter gestational age (−0.6 days and −0.9 days) and lower birth weight (−1.1% and −1.8%) in French-speaking and Italian-speaking areas, respectively, compared with German-speaking areas. Other variables explaining variation were, for gestational age, the level of urbanisation (10%) and parental nationality (3%). For birth weight, they were gestational age (27%), parental nationality (27%), civil status (10%) and altitude (10%). In a random sample of 81 968 live births with data on parental education, levels of education were only weakly associated with gestational age (−0.9 days for compulsory vs tertiary maternal education) or birth weight (−0.7% for compulsory vs tertiary maternal education). CONCLUSIONS: In Switzerland, small area variation in birth weight is largely explained, and variation in gestational age partially explained, by geocultural, sociodemographic and pregnancy factors. BMJ Publishing Group 2019-10-30 /pmc/articles/PMC6830696/ /pubmed/31666260 http://dx.doi.org/10.1136/bmjopen-2018-027834 Text en © Author(s) (or their employer(s)) 2019. Re-use permitted under CC BY. Published by BMJ. This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Public Health Skrivankova, Veronika Zwahlen, Marcel Adams, Mark Low, Nicola Kuehni, Claudia Egger, Matthias Spatial epidemiology of gestational age and birth weight in Switzerland: census-based linkage study |
title | Spatial epidemiology of gestational age and birth weight in Switzerland: census-based linkage study |
title_full | Spatial epidemiology of gestational age and birth weight in Switzerland: census-based linkage study |
title_fullStr | Spatial epidemiology of gestational age and birth weight in Switzerland: census-based linkage study |
title_full_unstemmed | Spatial epidemiology of gestational age and birth weight in Switzerland: census-based linkage study |
title_short | Spatial epidemiology of gestational age and birth weight in Switzerland: census-based linkage study |
title_sort | spatial epidemiology of gestational age and birth weight in switzerland: census-based linkage study |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6830696/ https://www.ncbi.nlm.nih.gov/pubmed/31666260 http://dx.doi.org/10.1136/bmjopen-2018-027834 |
work_keys_str_mv | AT skrivankovaveronika spatialepidemiologyofgestationalageandbirthweightinswitzerlandcensusbasedlinkagestudy AT zwahlenmarcel spatialepidemiologyofgestationalageandbirthweightinswitzerlandcensusbasedlinkagestudy AT adamsmark spatialepidemiologyofgestationalageandbirthweightinswitzerlandcensusbasedlinkagestudy AT lownicola spatialepidemiologyofgestationalageandbirthweightinswitzerlandcensusbasedlinkagestudy AT kuehniclaudia spatialepidemiologyofgestationalageandbirthweightinswitzerlandcensusbasedlinkagestudy AT eggermatthias spatialepidemiologyofgestationalageandbirthweightinswitzerlandcensusbasedlinkagestudy |