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The screening method provides a simple and rapid way of estimating vaccine effectiveness. The paper diacuases the validity of the screening method with particular reference to bias and precision. Methods for correcting confounding, adjusting for covariates and over-dispersion, and deriving confidence limits are discussed in a modelling framework. The methods are illustratd using data on measles and pertussis vaccines.