Manager Effectiveness Framework
cross-source-synthesisSupports role clarity, direction, coaching, feedback, inclusion, decisions, support, accountability, context, and balanced longitudinal evidence.
bicycle-guide · manager-effectiveness · talent-management.artifact.json
Ethical Performance Monitoring
cross-source-synthesisSupports purpose limitation, transparency, proportionality, minimum necessary data, participation, access, retention, legitimate use, and protection from surveillance.
bicycle-guide · ethical-performance-monitoring · build-a-people-analytics-function.artifact.json
Five-Step Systems Thinking for People Analytics
source-derivedSupports framing outcomes, mapping interrelations and causes, gathering targeted evidence, comparing explanations, and evaluating interventions.
bicycle-guide · build-a-people-analytics-function · five-step-systems-thinking-for-people-analytics
Employee Voice and Response
cross-source-synthesisSupports credible voice channels, explanation, response, follow-through, respectful treatment, and attention to barriers and retaliation.
bicycle-guide · employee-voice · hr-practice-and-talent.artifact.json
Multi-Source Feedback for Development
cross-source-synthesisSupports purpose-limited, behavior-specific, multi-source feedback with trained interpretation, confidentiality boundaries, development support, and follow-up.
bicycle-guide · 360-feedback · talent-management.artifact.json
Psychological Safety and Speaking Up
cross-source-synthesisSupports respectful inquiry, response, learning behavior, leader openness, and protection for good-faith voice.
bicycle-guide · psychological-safety · hr-practice-and-talent.artifact.json
Root-Cause and Contributing-Factor Analysis
cross-source-synthesisSupports evidence-based causal hypotheses, alternative explanations, contributing conditions, and action at the appropriate layer.
bicycle-guide · root-cause-analysis · hr-practice-and-talent.artifact.json
Manager Development and Support
cross-source-synthesisSupports role-relevant practice, coaching, peer learning, opportunity, feedback, tools, leader support, and transfer.
bicycle-guide · manager-development · talent-management.artifact.json
Organization Development Intervention Design
cross-source-synthesisSupports diagnosis-led interventions across structure, work, process, relationships, leadership, capability, systems, and resources.
bicycle-guide · organization-development · hr-practice-and-talent.artifact.json
Procedural Fairness in Consequential Reviews
cross-source-synthesisSupports consistent process, relevant evidence, voice, explanation, correction, respectful treatment, clear authority, and follow-through.
bicycle-guide · procedural-fairness · hr-practice-and-talent.artifact.json
Continuous Improvement and Learning Review
cross-source-synthesisSupports testing actions, reviewing outcomes and guardrails, adapting, preserving learning, and updating standard work.
bicycle-guide · continuous-improvement · hr-practice-and-talent.artifact.json
Lock review-the-manager-system principle
lock-judgmentLock judgment: the unit of analysis includes manager, role, team work, authority, capacity, support, processes, systems, leadership, and context.
lock · what-lock-is
Lock no-single-manager-metric principle
lock-judgmentLock judgment: team output, engagement, turnover, feedback, or business results cannot independently stand for manager-system health.
lock · lock-method
Lock feedback-is-not-vote principle
lock-judgmentLock judgment: feedback is protected operating evidence requiring context and response, not a popularity election.
lock · lock-method
Lock diagnose-before-rating principle
lock-judgmentLock judgment: diagnose ownership domains and alternative explanations before attributing a pattern to the manager.
lock · lock-method
Lock fix-the-right-layer principle
lock-judgmentLock judgment: manager practice, role, authority, support, capacity, process, system, work, and organization problems require different owners and responses.
lock · lock-method
Lock no-feedback-black-hole principle
lock-judgmentLock judgment: participants receive a protected account of what was heard, decided, changed, and where unresolved matters went.
lock · lock-method
Lock manager-health feedback loop
lock-judgmentLock judgment: reciprocal actions are verified against operating evidence and update the manager charter and connected system.
lock · lock-method
Draft reference standard. Requires client context and qualified employment, labor, accessibility, safety, quality, privacy, data, conduct, investigation, clinical, regulatory, and jurisdiction-specific review before deployment.