Grounded in human rights principles. Built through published standards, global convenings, and institutional partnerships.
Population standards are validated frameworks for how populations are defined, classified, and operationalized — across clinical research and healthcare systems globally.
RULES
01
Population Policy & Governance
SGMA develops governance frameworks and institutional architecture that define how population standards are created, adopted, and enforced globally.
INFRASTRUCTURE
02
Population Standards & Infrastructure
SGMA develops, publishes, and maintains validated population standards frameworks for sponsors, CROs, and healthcare institutions.
EXECUTION
03
Workforce & Implementation
SGMA builds the workforce competency required to implement population standards at scale through training, certification, and implementation guidance.
This is a methodology gap — not a representation problem. SGMA was built to close it.
The data gap begins in methodology: how populations are defined, measured, and included.
When population standards are absent from clinical research and healthcare governance, sponsors carry unquantified safety exposure, regulators receive incomplete evidence, and healthcare systems operate on data that does not accurately represent the patient populations under study.
READ OUR STANDARDS FRAMEWORK →
From stigma to standard.
We started as SGM Alliance. We became SGMA.
Before there were standards, there was a problem nobody was naming correctly. Watch our founding story.
READ OUR FOUNDING STORY →
FOUNDING SPONSORS & INSTITUTIONAL PARTNERS
