ArticleBMJ open2019
Spatial epidemiology of gestational age and birth weight in Switzerland: census-based linkage study.
Article in BMJ open, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.
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Who cites it
8 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Road Traffic Noise Exposure and Birth Outcomes: An Updated Systematic Review and Meta-Analysis.International journal of environmental research and public health · 2019Pooled it
- Cost-Effectiveness of Maternal RSVpreF Vaccination Compared with Newborn Nirsevimab RSV Prophylaxis or No RSV Prophylaxis in Switzerland.Applied health economics and health policy · 2026Article
- Health of singleton neonates in Switzerland through time and crises: a cross-sectional study at the population level, 2007-2022.BMC pregnancy and childbirth · 2024Article
- Spatiotemporal Patterns of Adverse Pregnancy Outcomes in Rural Areas of Henan, China.International journal of environmental research and public health · 2022Article
- Association of geographic distribution and birth weight with sociodemographic factors of the maternal and newborn child of hilly and mountain regions of eastern Nepal: a cross-sectional study.BMJ paediatrics open · 2022Article
- Article
- The impact of unemployment benefits on birth outcomes: Quasi-experimental evidence from European linked register data.PloS one · 2022Article
- Geographic Inequalities of Respiratory Health Services Utilization during Childhood in Edmonton and Calgary, Canada: A Tale of Two Cities.International journal of environmental research and public health · 2020Article
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Authors and funding
6 authors.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundGestational 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.
methodsAll 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.
resultsWe 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).
conclusionsIn Switzerland, small area variation in birth weight is largely explained, and variation in gestational age partially explained, by geocultural, sociodemographic and pregnancy factors.
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