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Public reference · Evidence map

Illustrative public reference—not client work or a results claim.

Healthspan measures and endpoints: an evidence map for decisions.

“Healthspan evidence” is not one category. This map separates six layers so a concept, program milestone, measurement result, trial result, regulatory status, or adoption signal is not mistaken for another.

Reference ID REF-002Version 1.0Source check September 3, 2026

How to use the map

Locate the evidence before judging its strength.

  1. Name the decision.Screening, trial design, product claim, regulatory submission, coverage, procurement, or care delivery require different evidence.
  2. Place each source in one layer.Do not let award, publication, or program status stand in for the next layer.
  3. Record the gap.Identify the evidence layer missing between what is known and what the decision requires.
  4. Set the next source check.Define the protocol, dataset, analysis, decision, or implementation evidence that could close the gap.
Six evidence layers for healthspan measures, endpoints, interventions, and adoption
LayerCore questionEvidence that belongs hereWhat it cannot establish aloneNext decision
1. Concept and constructWhat aspect of health, function, resilience, capability, or lived experience matters—and to whom?Conceptual model; patient and clinician input; population; setting; meaningful aspect of health; proposed measure.That the concept can be measured accurately or changed by an intervention.Is the target concept sufficiently defined to measure?
2. Measurement performanceDoes the method produce reliable, valid, interpretable data under intended conditions?Verification; analytical validation; clinical validation; usability; data provenance; missingness and error analyses.That a valid measure is an accepted endpoint or that changing it improves health.Is the measure fit for the defined context of use?
3. Endpoint validityCan the measure support the specific inference and decision assigned to the endpoint?Endpoint definition; estimand; timing; meaningful change; longitudinal properties; multiplicity; statistical analysis plan.That an intervention will achieve a favorable effect.Can the endpoint be used in the proposed study and interpretation?
4. Intervention effectDoes an intervention improve the prespecified endpoint relative to an appropriate comparator, with acceptable harms?Registered protocol; randomized or otherwise fit-for-purpose design; effect estimate; uncertainty; follow-up; harms; attrition; subgroup analyses.Regulatory authorization, coverage, generalizability, or real-world feasibility.Does the result support a bounded claim and next-stage evaluation?
5. Regulatory, policy, and payment statusWhat use, claim, coverage, payment, or pathway has an accountable authority actually established?Authorizations; labeling; guidance; coverage decisions; model rules; contracts; dated official records.That an intervention is appropriate for every person, organization, or setting.What lawful, funded, and governable use is available now?
6. Implementation and real-world learningCan the intervention be delivered, accessed, trusted, sustained, and monitored in practice?Workflow; training; adoption; adherence; access; equity; cost; safety monitoring; real-world outcomes; failure and stop criteria.That observed associations are causal or that one implementation generalizes.Continue, adapt, pause, stop, or scale—with what monitoring?

Current examples

Three source objects, three different evidentiary roles.

Measurement-science paper

FDA digitally derived measures paper

Supports questions about concept selection, verification, validation, usability, error, and evidence proportionate to intended use. It does not validate a specific measure or endpoint.

Inspect the source record →
R&D portfolio

ARPA-H PROSPR

Establishes a funded healthspan research portfolio and intended work on measures, trial methods, and interventions. Program activity is not favorable endpoint or treatment evidence.

Inspect the PROSPR object →
Competition milestone

XPRIZE Healthspan finalists

Establishes 20-finalist status and separately identifies 10 of those teams as $1 million Milestone 2 Awardees, plus announced trial plans. Neither status establishes safety, efficacy, endpoint validity, regulatory status, or generalizability.

Inspect the source record →

Minimum evidence-map row

For each claim or decision, record: source and date · evidence layer · population and setting · measure or intervention · comparator · endpoint · follow-up · effect and uncertainty · harms · missingness · bias · applicability · funding/conflicts · current decision use · next source check.

Primary sources represented