/ebook-analysis

Functional Axes for Non-Fiction Analysis

This reference adapts the six-axis functional analysis framework (from dna-extraction) for non-fiction concept analysis. Use these axes to understand not just WHAT a concept says, but what it DOES.

Core Principle

The value of a concept is in its function, not just its content.

A concept like "trust enables collaboration" isn't just a statement to record - it serves multiple functions in the book's argument, the reader's understanding, and the broader knowledge domain.

The Six Axes (Adapted for Non-Fiction)

Axis 1: Form

Question: How is this concept presented?

The surface articulation - the specific words, examples, and framing the author uses. This is what we directly extract and cite.

What to Capture:

• Exact phrasing used
• Examples given
• Analogies or metaphors
• Visual representations (if any)
• The author's specific terminology

Why It Matters:

• Preserves the author's voice
• Enables accurate citation
• May reveal author's perspective or bias
• Different forms suit different audiences

Example:

• Form: "Trust is the glue that holds communities together"
• Note: Metaphor-based presentation; emphasizes cohesion function

Form vs. Function: The form is "glue metaphor." The function is "explains why trust matters for community cohesion."

Axis 2: Structural Function

Question: How does this concept support the book's argument?

The role this concept plays in the book's overall logical structure. Is it a premise? A conclusion? Evidence? A transition?

Structural Roles:

• Foundation: Premises the argument rests on
• Pillar: Major supporting points
• Evidence: Data or examples backing claims
• Synthesis: Conclusions drawn from earlier points
• Bridge: Transitions between major sections
• Counterpoint: Anticipated objections and responses

What to Capture:

• Where this concept appears in the book's structure
• What it supports or enables
• What depends on it
• How it connects to the thesis

Example:

• Concept: "Communities form around shared identity"
• Structural Function: Foundation - this is a premise that subsequent chapters build on

Why It Matters:

• Helps understand what's load-bearing vs. decorative
• Enables reconstruction of the book's argument
• Shows what would break if this concept were removed

Axis 3: Application Function

Question: How can this concept be used by the reader?

The practical utility - what actions, decisions, or understanding this enables.

Application Types:

• Diagnostic: Helps identify problems or states
• Prescriptive: Guides specific actions
• Evaluative: Provides criteria for judgment
• Predictive: Enables forecasting outcomes
• Explanatory: Helps understand phenomena
• Generative: Enables creation of new things

What to Capture:

• What someone could DO with this knowledge
• What decisions it informs
• What problems it helps solve
• What capabilities it enables

Example:

• Concept: "Communities need shared rituals"
• Application Function: Prescriptive (guides action) + Diagnostic (explains why some communities fail)

Why It Matters:

• Determines the concept's practical value
• Helps readers apply knowledge
• Identifies actionable vs. theoretical concepts

Axis 4: Emotional Function

Question: What response does this concept create in readers?

The motivational or affective dimension - how this concept makes readers feel and why that matters.

Emotional Functions:

• Validates: Confirms reader's existing beliefs/experiences
• Challenges: Disrupts assumptions, creates productive discomfort
• Inspires: Motivates action or aspiration
• Reassures: Reduces anxiety about complexity
• Clarifies: Relief of understanding something confusing
• Connects: Creates sense of shared understanding

What to Capture:

• What emotional state the author seems to want to create
• How examples and framing contribute to emotional response
• Whether the concept is meant to comfort or challenge

Example:

• Concept: "Most community-building advice is backwards"
• Emotional Function: Challenges (disrupts), then Clarifies (the correction provides relief)

Why It Matters:

• Emotional resonance affects retention and application
• Helps understand why certain concepts "stick"
• Reveals author's rhetorical strategy

Axis 5: Thematic Function

Question: What broader ideas does this concept connect to?

The intellectual context - how this concept fits into larger conversations, fields, and themes.

Thematic Connections:

• Field placement: Where does this fit in the discipline?
• Historical context: What intellectual tradition is this part of?
• Adjacent themes: What other big ideas does this relate to?
• Debates: What ongoing conversations does this engage?
• Paradigms: What worldview does this assume or challenge?

What to Capture:

• What larger themes this concept exemplifies
• What intellectual traditions it draws from
• How it relates to debates in the field
• What assumptions it makes about the world

Example:

• Concept: "Community membership is performative, not given"
• Thematic Function: Connects to social constructionism, performance theory, identity politics debates

Why It Matters:

• Enables cross-book synthesis
• Reveals intellectual lineage
• Helps position concept in broader knowledge

Axis 6: Relational Function

Question: How does this concept connect to other concepts?

The web of relationships - how concepts interact, support, contradict, or build on each other.

Relational Types:

• Prerequisite: What must be understood first?
• Enables: What other concepts does this make possible?
• Conflicts: What concepts does this tension with?
• Exemplifies: What higher-level concepts does this demonstrate?
• Decomposes: What sub-concepts does this break into?
• Parallels: What concepts in other domains are similar?

What to Capture:

• Direct relationships mentioned by author
• Implicit relationships from proximity or structure
• Cross-book relationships
• Relationships to concepts from other domains

Example:

• Concept: "Trust requires competence AND character"
• Relational Function: Decomposes into two sub-concepts; contradicts "trust is just about likability"; enables "specific trust-building tactics"

Why It Matters:

• Builds the knowledge network
• Enables navigation and discovery
• Supports synthesis across sources

Applying the Six Axes

When to Use Full Six-Axis Analysis

Use full analysis for:

• Key concepts central to the book's argument
• Novel or surprising concepts
• Concepts that will be used in synthesis

Use abbreviated analysis for:

• Supporting examples
• Well-established concepts
• Highly specific implementations

Six-Axis Template

For each significant concept:

**Concept:** [Name or phrase]
**Citation:** [Exact quote with position]

**Axes:**
1. Form: [How it's presented]
2. Structural: [Role in argument]
3. Application: [How it can be used]
4. Emotional: [What response it creates]
5. Thematic: [What ideas it connects to]
6. Relational: [How it connects to other concepts]

Example: Complete Six-Axis Extraction

Concept: "The community lifecycle follows a pattern of formation, growth, maturation, and renewal"

Citation: "Every community... goes through predictable stages..." (p. 45, chars 12340-12520)

Axes:

1. Form: Four-stage cyclical model, explicitly named stages, biological metaphor
2. Structural: Framework that organizes Part II of the book; each chapter addresses one stage
3. Application: Diagnostic (identify which stage you're in); Prescriptive (different tactics per stage)
4. Emotional: Reassures (stages are normal); Validates (explains past community experiences)
5. Thematic: Connects to lifecycle thinking in business, product management, organizational development
6. Relational:
   • Prerequisite: "Communities exist" (basic definition)
   • Enables: Stage-specific tactics (Chapters 5-8)
   • Parallels: Product lifecycle, organizational development stages
   • Decomposes: Four sub-concepts (formation, growth, maturation, renewal)

Integration with Concept Classification

The six axes complement type and layer classification:

A complete concept record includes:

• Type classification
• Layer assignment
• Full citation with position
• Six-axis functional analysis (for key concepts)
• Relationship links

When Six-Axis Analysis Adds Value

High Value:

• Cross-book synthesis (understanding what each concept does enables better comparison)
• Concept retrieval (functional annotations improve search)
• Application planning (knowing application function helps implementation)

Lower Value:

• Simple concept extraction (full analysis is overkill for minor points)
• High-volume extraction (time-consuming for every concept)
• Well-known concepts (don't need to analyze "trust is important")

Recommendation: Apply full six-axis analysis to ~20% of extracted concepts (the most important ones). Use abbreviated analysis for the rest.