Daily asthma hospitalization and air pollution levels were linked by date and
therefore could be analyzed with a time-series design. Because daily hospital admission for asthma approximately follows a Poisson distribution, and the relationships between hospitalization and explanatory variables are mostly nonlinear , we utilized over-dispersed generalized additive Poisson models (quasi-likelihood) to estimate the association of asthma hospital admission with air pollution levels