University of Massachusetts Amherst

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Flagship Analytics Resources

Flagship Analytics is the university's analytics platform powered by Tableau. It is providing the university with interactive dashboads of key student data. Dashboards will be made available in phases; a UMass login is required.

CIP Code and STEM OPT

CIP codes at UMass Amherst are assigned by the Office of Institutional Research, consistent with guidance from NCES. Each program is assigned the single CIP code that best represents the focus and content of the program. When a program has characteristics of more than one CIP classification, OIR will work with the department to to determine the CIP code that most closely matches the program’s focus and content. CIP codes can be reviewed to ensure their accuracy and currency. A request for review should be sent by the department head or chair to OIR, which will consult with the Registrar’s Office, the Graduate School and others as needed.

External Resources