Arlene Ash, PhD

UMass Medical School
Worcester, MA
USA Email:

Disclosure statement:

Qualified on the content I am responsible for because: I am Professor and Division Chief (Biostatistics and Health Services Research), Department of Quantitative Health Sciences, UMass Medical School, Worcester, MA and chair of the Medical Care Section.
Any relevant financial relationships? Yes

Name of Organization Clinical/Research Area Type of relationship
Verisk Health Predictive modeling Employment (includes retainer)

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.