A number of strategies for the control oi vehicular emissions are bein
g considered by the Philippine government to address Metropolitan Mani
la's air quality problem. An analytical tool is needed for optimizing
criteria pollutant reductions given the budgetary constraints. The sim
plest approach is to take costs and pollutant removals to be linear wi
th each strategy's scale of activity, and this is readily solved as a
linear programming problem. Another approach is to use a dynamic syste
m of weights which shift with progressive improvements in pollutant em
issions. The two approaches yield somewhat different results, suggesti
ng the sensitivity of the solution to the assumed weights. The study a
lso illustrates the importance of a sound methodology for evaluating p
riorities given to different air quality goals. One such methodology m
ay involve a polling oi expert panels and the public to gain insight i
nto the relative importance given to competing emissions reduction goa
ls. An informal polling of resource agency staff was conducted and dis
cussed in this paper. The authors take the position that proper planni
ng involves tracing intermediate steps to the final outcome and not ju
st focusing on the latter.