JAKARTA, Indonesia—A study by two U.S. universities estimated that more than 100,000 people in parts of Southeast Asia died prematurely last year from breathing the noxious haze related to fires set to clear land for agriculture.

Researchers from Harvard and Columbia compared the likely health impact of the smoke that spread across much of the region a year ago to 2006, another exceptionally bad year for fires.

Using...