title: Time lag between immigration and tuberculosis rates in immigrants in the Netherlands: a time-series analysis.
abstract: In low-incidence countries, most tuberculosis (TB) cases are foreign-born. We explored the temporal relationship between immigration and TB in first-generation immigrants between 1995 and 2012 to assess whether immigration can be a predictor for TB in immigrants from high-incidence countries.
  
  
  
  We obtained monthly data on immigrant TB cases and immigration for the three countries of origin most frequently represented among TB cases in the Netherlands: Morocco, Somalia and Turkey. The best-fit seasonal autoregressive integrated moving average (SARIMA) model to the immigration time-series was used to prewhiten the TB time series. The cross-correlation function (CCF) was then computed on the residual time series to detect time lags between immigration and TB rates.
  
  
  
  We identified a 17-month lag between Somali immigration and Somali immigrant TB cases, but no time lag for immigrants from Morocco and Turkey.
  
  
  
  The absence of a lag in the Moroccan and Turkish population may be attributed to the relatively low TB prevalence in the countries of origin and an increased likelihood of reactivation TB in an ageing immigrant population. Understanding the time lag between Somali immigration and TB disease would benefit from a closer epidemiological analysis of cohorts of Somali cases diagnosed within the first years after entry.
authors.affiliation: Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven.
authors.forename: C
authors.initials: C
authors.lastname: van Aart
authors.affiliation: Department for Statistics, Informatics and Modeling, National Institute for Public Health and the Environment, Bilthoven, The Netherlands.
authors.forename: H
authors.initials: H
authors.lastname: Boshuizen
authors.affiliation: Department for Statistics, Informatics and Modeling, National Institute for Public Health and the Environment, Bilthoven, The Netherlands.
authors.forename: A
authors.initials: A
authors.lastname: Dekkers
authors.affiliation: Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven.
authors.forename: H
authors.initials: H
authors.lastname: Korthals Altes
mesh_terms: D054242:Emigrants and Immigrants / Q000706:statistics & numerical data*; D004641:Emigration and Immigration / Q000706:statistics & numerical data*; D006801:Humans; D015994:Incidence; D009018:Morocco / Q000208:ethnology; D009426:Netherlands / Q000453:epidemiology; D015995:Prevalence; D012189:Retrospective Studies; D012998:Somalia / Q000208:ethnology; D013997:Time Factors; D014376:Tuberculosis / Q000453:epidemiology* / Q000208:ethnology; D014421:Turkey / Q000208:ethnology