Performance Management Cycle
cross-source-synthesisSupports linking expectations, continuous dialogue, formal synthesis, forward planning, and organizational alignment.
bicycle-guide · performance-management · talent-management.artifact.json
Evidence-Based Performance Appraisal
cross-source-synthesisSupports job-related standards, multiple relevant evidence sources, documented reasoning, and a whole-period review.
bicycle-guide · performance-appraisal · hr-practice-and-talent.artifact.json
Rater Error and Bias Controls
cross-source-synthesisSupports structured review of recency, halo, similarity, severity, leniency, visibility, and related rating distortions.
bicycle-guide · rater-error · talent-management.artifact.json
Performance Calibration Methods
cross-source-synthesisSupports consistent interpretation and evidence challenge while avoiding a mechanical forced distribution.
bicycle-guide · performance-calibration · talent-management.artifact.json
Employee Voice and Procedural Fairness
cross-source-synthesisSupports meaningful participation, explanation, correction, response, respectful treatment, and transparent process.
bicycle-guide · employee-voice · hr-practice-and-talent.artifact.json
Evidence-Based Feedback Conversations
cross-source-synthesisSupports specific evidence, dialogue, understanding, and clear forward actions.
bicycle-guide · feedback-conversations · hr-practice-and-talent.artifact.json
Five-Step Systems Thinking for People Analytics
source-derivedSupports examining interrelations, context, and causes rather than attributing every outcome to one person.
bicycle-guide · build-a-people-analytics-function · five-step-systems-thinking-for-people-analytics
Ethical Performance Monitoring
cross-source-synthesisSupports transparency, minimum necessary evidence, access control, legitimate use, and protection from invasive monitoring.
bicycle-guide · ethical-performance-monitoring · build-a-people-analytics-function.artifact.json
Lock no-retroactive-standard principle
lock-judgmentLock judgment: contribution is reviewed against the expectations and context in force at the time.
lock · lock-method
Lock complete-view principle
lock-judgmentLock judgment: the person doing the work is an evidence source and participant, not merely the object of review.
lock · what-lock-is
Lock contribution-not-traits principle
lock-judgmentLock judgment: review concerns contribution and operating behavior in context, not broad personality labels.
lock · lock-method
Lock consistency-with-context principle
lock-judgmentLock judgment: calibration aligns reasoning and evidence standards without erasing material role and system differences.
lock · lock-method
Lock review-not-consequence principle
lock-judgmentLock judgment: contribution review is an input to governed downstream decisions, not the hidden place those decisions occur.
lock · lock-method
Lock no-consequential-surprise principle
lock-judgmentLock judgment: formal review synthesizes timely prior dialogue; material surprise signals a process failure requiring examination.
lock · lock-method
Lock connected-review principle
lock-judgmentLock judgment: every forward implication enters its proper process with an explicit contract and owner.
lock · lock-method
Draft reference standard. Requires client context and qualified employment, labor, accessibility, privacy, data, safety, quality, ethics, regulatory, and jurisdiction-specific review before deployment.