KELeadership Evidence LabExecutive research dashboard

Proposed board instrument

Portable Leadership Evidence Index

A six-domain assessment that prevents years served from dominating judgment. The index structures evidence; it does not replace it.

PLEI weighting wheel
Outcome replication receives 25%; the other five domains receive 15% each.

Scoring anchors

Use a 0-to-4 scale

  1. 0 Absent
  2. 1 Claimed, weak evidence
  3. 2 Partial or single-context evidence
  4. 3 Strong evidence, limited replication or durability
  5. 4 Strong, replicated, independently verifiable, durable
PLEI = 100 × Σ[wj × (sj / 4)]

Interactive decision-support tool

Build a PLEI evidence profile

Adjust each domain from 0 to 4. The score follows the report weighting.

0.0of 100

Evidence profile

Replicated outcomes
Contextual range
Learning and adaptation
Trust and culture rebuilding
Strategic renewal
Durable legacy and succession
Not yet scored

Evidence rules

What belongs behind the score

Pre-intervention baselines and 24 to 36 months of trend

Enterprise, department, and team attribution separated

Independent evidence, audits, surveys, governance reviews, successor testimony

Adverse outcomes and abandoned strategies disclosed

Persistence after departure or delegated attention

The Tenure Fallacy in Healthcare LeadershipSource-bound dashboard by Kelly Emrick, DHSc, PhD, MBA, BSRT(ARRT)R
Evidence and references →