Arlene Ash, PhD

UMass Medical School
Worcester, MA
USA Email:

Disclosure statement:

Qualified on the content I am responsible for because: I am Chair of the Medical Care Section
Any relevant financial relationships? Yes

Name of Organization Clinical/Research Area Type of relationship
Verisk Health Predictive Modeling Consultant

I agree to comply with the American Public Health Association Conflict of Interest and Commercial Support Guidelines, and to disclose to the participants any off-label or experimental uses of a commercial product or service discussed in my presentation.