changeXchange: Leadership data
meta:
title: "changeXchange Leadership Dynamics System Map"
version: "2.0"
purpose: "Base dataset for generating insights, interventions, and tools"
principles:
- "Humans are predictably irrational"
- "Leadership signals drive behaviour"
- "Behaviour is shaped by system conditions, not isolated causes"
- "Change happens at the moment of choice"
- "Target root conditions, not symptoms"
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# 1. OBSERVED LAYER
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observed:
themes:
- id: T1
name: "Inconsistency"
description: "Leaders change direction or send mixed signals"
behaviors: [B1, B2, B3]
- id: T2
name: "Avoidance & Abdication"
behaviors: [B4, B5]
- id: T3
name: "Poor Communication"
behaviors: [B6, B7]
- id: T4
name: "Favoritism"
behaviors: [B8, B9]
- id: T5
name: "Unrealistic Pressure"
behaviors: [B10, B11]
behaviors:
- id: B1
text: "Leaders change their mind"
emergent_from: [HS2, HS3]
- id: B2
text: "Say one thing and do another"
emergent_from: [HS1, HS3]
- id: B3
text: "Disappear at key moments"
emergent_from: [HS2, HS4]
- id: B4
text: "Avoid difficult conversations"
emergent_from: [HS1]
- id: B5
text: "Delegate excessively"
emergent_from: [HS2]
- id: B6
text: "Fail to cascade information"
emergent_from: [HS3]
- id: B7
text: "Use overly corporate / inauthentic messaging"
emergent_from: [HS1, HS3]
- id: B8
text: "Favor certain individuals"
emergent_from: [HS1, HS5]
- id: B9
text: "Select ineffective champions"
emergent_from: [HS5]
- id: B10
text: "Apply unrealistic pressure"
emergent_from: [HS2, HS4]
- id: B11
text: "Ignore team sentiment"
emergent_from: [HS4]
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# 2. HUMAN STATE (MECHANISM LAYER)
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human_states:
- id: HS1
name: "Perceived Threat / Low Safety"
description: "Fear of judgement, failure, or loss triggers defensive behaviour"
driven_by: [SD2, SD1]
- id: HS2
name: "Cognitive Overload / Capacity Constraints"
description: "Limited mental bandwidth leads to shortcuts, avoidance, and delegation"
driven_by: [SD3, SD6]
- id: HS3
name: "Lack of Clarity / Predictability"
description: "Uncertainty creates hesitation and inconsistent behaviour"
driven_by: [SD4, SD1]
- id: HS4
name: "Emotional Detachment / Fatigue"
description: "Stress reduces empathy, awareness, and responsiveness"
driven_by: [SD3]
- id: HS5
name: "Tribal Bias / Social Alignment"
description: "Decisions shaped by alliances, familiarity, and social safety"
driven_by: [SD5, SD1]
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# 3. SYSTEM DRIVERS (TRUE ROOT CAUSES)
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system_drivers:
- id: SD1
name: "Leadership Signals & Behaviour"
description: "What leaders do (consistency, priorities, actions) defines culture"
type: "primary"
impacts: [SD2, SD4, SD5, HS1, HS3, HS5]
- id: SD2
name: "Psychological & Social Safety"
description: "Perceived personal risk influences openness, honesty, and action"
type: "primary"
impacts: [HS1]
- id: SD3
name: "Capacity & Cognitive Load"
description: "Overload leads to simplified thinking, avoidance, and poor decisions"
type: "primary"
impacts: [HS2, HS4]
- id: SD4
name: "Clarity & Predictability"
description: "Clear expectations reduce perceived risk and enable action"
type: "primary"
impacts: [HS3]
- id: SD5
name: "Tribal Norms & Social Pressure"
description: "People conform to what is socially acceptable in their group"
type: "primary"
impacts: [HS5]
- id: SD6
name: "Environmental Pressure"
description: "Competing priorities and external demands shape behaviour"
type: "secondary"
impacts: [SD3]
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# 4. INTERVENTIONS (LEVERAGE POINTS)
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interventions:
- id: I1
name: "Shift Leadership Signals"
targets: [SD1]
description: "Align words and actions, define priorities clearly, role model behaviour"
leverage: "very high"
- id: I2
name: "Increase Psychological Safety"
targets: [SD2]
description: "Create safe spaces for discussion, normalise uncertainty"
leverage: "high"
- id: I3
name: "Reduce Cognitive Load"
targets: [SD3]
description: "Simplify decisions, prioritise work, remove noise"
leverage: "very high"
- id: I4
name: "Create Clarity & Predictability"
targets: [SD4]
description: "Define outcomes clearly, communicate consistently"
leverage: "high"
- id: I5
name: "Shape Tribal Norms"
targets: [SD5]
description: "Use influencers, reinforce desired behaviours"
leverage: "high"
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# 5. CAUSAL PATHWAYS (EXPLICIT)
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causal_paths:
- id: CP1
path:
- SD1
- HS3
- B1
explanation: "Inconsistent leadership signals create uncertainty, leading to changing decisions"
- id: CP2
path:
- SD3
- HS2
- B5
explanation: "Overload drives excessive delegation as a coping mechanism"
- id: CP3
path:
- SD2
- HS1
- B4
explanation: "Low safety leads to avoidance of difficult conversations"
- id: CP4
path:
- SD1
- SD5
- HS5
- B8
explanation: "Leadership signals reinforce tribal loyalties, leading to favoritism"
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# 6. PROMPTATHON HOOKS
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prompt_hooks:
- "Identify the highest leverage intervention across multiple frustrations"
- "Trace a frustration back to underlying system drivers"
- "Design a targeted intervention for a specific behaviour"
- "Simulate how changing a leadership signal alters outcomes"
- "Generate new behaviours that could emerge from the same system"
