Multiple-endpoint testing

Endpoint family → success criteria → testing strategy → decision rules

Flow diagram

Multiple-endpoint testingMultiple-endpoint testingF1.S1Define confirmatory endpoint familyF1.S2Joint success criteriaF1.S3Primary endpoint Aprimary · unspecifiedF1.S4Primary endpoint Bprimary · unspecifiedF1.S5Error control and testing procedureF1.S6Secondary endpoint familysecondary · unspecifiedF1.S7Decision and reporting rulesF1.N1Testing strategy specificationHypothesisRoleEntryconditionLocal alphaProcedureDecision rulePrimary APrimary BSecondaryF1.N2Multiplicity assumptionsF1.N3Testing rationale and evidence

Steps

Define confirmatory endpoint family

Identify endpoints, comparisons, time points and analysis opportunities included in error control.

Joint success criteria

Specify all-primary versus any-primary success and role of secondary claims.

Primary endpoint A

Define the first primary hypothesis.

Primary endpoint B

Define another primary hypothesis; add or remove as needed.

Error control and testing procedure

Specify the actual procedure, ordering and any alpha recycling; do not infer it from arrows.

Secondary endpoint family

Specify entry conditions for secondary testing.

Decision and reporting rules

Document adjusted inference and interpretation when gates are not passed.

Tables and supporting information

Testing strategy specification

Testing strategy specificationHypothesisRoleEntryconditionLocal alphaProcedureDecision rulePrimary APrimary BSecondary

No default alpha allocation or gatekeeping procedure is assumed.

Multiplicity assumptions

Specify error criterion and dependence assumptions of the chosen procedure.

Testing rationale and evidence

Record clinical prioritization and method references.

Sources