A three-state Markov model taking into account clinical signs of malar
ia infections by P. falciparum is described. The three states consider
ed are the noninfected (state 0), the infected exhibiting no clinical
signs (state 1), and the infected with clinical signs (state 2). Metho
ds for estimating the transition rates from longitudinal data are indi
cated. This model was used to assess the effect on children of an inte
rvention trial on the use of mosquito nets impregnated with insecticid
e. The trial was conducted in West Africa (Burkina Faso) between 1985
and 1987. The analysis showed that the intervention was most effective
on transition rates between state 1 and state 2.