ATTRITION VECTOR MATRIX

Derived from Ghosh & Isaacson (2015) motivation factors and Sekaran (2022) explainable AI predictors.
Risk coefficients normalized to 0–100 scale.

VECTOR RISK COEFFICIENT PREDICTOR VARIABLE Mitigation Protocol
CLARITY OF ROLE 0.87 Ambiguity in task ownership Day 1: Signed Scope Document. Week 1: Boundary Mapping Session.
RECOGNITION LATENCY 0.76 Delay between output and acknowledgment Protocol: "Micro-Wins" logged daily. Manager review within 4 hours.
RESOURCE ALIGNMENT 0.62 Tool mismatch vs. task complexity Pre-start audit of stack. 48-hour buffer for environment setup.
PSYCHOLOGICAL SAFETY 0.91 Fear of error reporting Week 2: "Controlled Failure" simulation. Leader models vulnerability.
LOAD DISTRIBUTION 0.54 Uneven workload variance Bi-weekly capacity heatmap. Cap at 0.75 utilization for first quarter.
COMMUNITY INTEGRATION 0.38 Social graph density Assign 3 peer anchors by Day 3. Mandatory non-work sync twice weekly.