I think they already have these kind of study though not sure if specific for Metro Manila.

DENR have this National Air Quality Status Report. I have downloaded the 2002 and 2004 reports.

In UP Diliman, they have the National Center for Transportation Studies which may have some studies on air quality of Metro Manila especially for mobile source.