The impact of nonlinear exposure-risk relationships on seasonal time-series data: modelling Danish neonatal birth anthropometric data

BMC Med Res Methodol. 2007 Oct 15:7:45. doi: 10.1186/1471-2288-7-45.

Abstract

Background: Birth weight and length have seasonal fluctuations. Previous analyses of birth weight by latitude effects identified seemingly contradictory results, showing both 6 and 12 monthly periodicities in weight. The aims of this paper are twofold: (a) to explore seasonal patterns in a large, Danish Medical Birth Register, and (b) to explore models based on seasonal exposures and a non-linear exposure-risk relationship.

Methods: Birth weight and birth lengths on over 1.5 million Danish singleton, live births were examined for seasonality. We modelled seasonal patterns based on linear, U- and J-shaped exposure-risk relationships. We then added an extra layer of complexity by modelling weighted population-based exposure patterns.

Results: The Danish data showed clear seasonal fluctuations for both birth weight and birth length. A bimodal model best fits the data, however the amplitude of the 6 and 12 month peaks changed over time. In the modelling exercises, U- and J-shaped exposure-risk relationships generate time series with both 6 and 12 month periodicities. Changing the weightings of the population exposure risks result in unexpected properties. A J-shaped exposure-risk relationship with a diminishing population exposure over time fitted the observed seasonal pattern in the Danish birth weight data.

Conclusion: In keeping with many other studies, Danish birth anthropometric data show complex and shifting seasonal patterns. We speculate that annual periodicities with non-linear exposure-risk models may underlie these findings. Understanding the nature of seasonal fluctuations can help generate candidate exposures.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Anthropometry*
  • Birth Weight*
  • Body Height*
  • Denmark
  • Female
  • Humans
  • Infant, Newborn
  • Male
  • Maternal Exposure / adverse effects
  • Maternal Exposure / statistics & numerical data*
  • Nonlinear Dynamics
  • Periodicity
  • Poisson Distribution
  • Pregnancy
  • Registries*
  • Risk Assessment / methods
  • Risk Assessment / statistics & numerical data*
  • Seasons*
  • Temperature
  • Vitamin D Deficiency