Lesson 1.3: Synthesize Data

What You Will Learn

Turn your Lesson 1.2 conversations into patterns that refine your tree.

🎯 Learning Objectives

By the end of this lesson, you will be able to:

βœ…

Transform conversations into data

using Affinity Diagramming.

βœ…

Identify cross-stakeholder patterns

not isolated comments.

βœ…

Apply the four-phase process

Capture, Cluster, Theme, Synthesize.

βœ…

Convert assumptions into evidence

(A) becomes (E).

βœ…

Strengthen your Theory of Change

with evidence.

πŸ’‘ Skills You Will Gain

Qualitative Data Analysis

  • β†’ Insight extraction
  • β†’ Pattern recognition

Synthesis

  • β†’ Affinity clustering
  • β†’ Theme development

Integration & Documentation

  • β†’ Traceability to quotes
  • β†’ Evidence-based refinement

Quality Assurance

  • β†’ Bias detection
  • β†’ Synthesis validation

πŸ“š Prerequisites

How This Connects to Other Lessons

graph TD
    %% Module 1 - Building Foundation
    L11["πŸ“š LESSON 1.1
Problem Tree Analysis

β€’ Desk research
β€’ Tagged assumptions (A)"] L12["πŸ—ΊοΈ LESSON 1.2
Stakeholder Mapping

β€’ Community conversations
β€’ Validation insights"] L13["πŸ“Š LESSON 1.3
Synthesize Data

β€’ Integrate all sources
β€’ Identify patterns
β€’ Refine Problem Tree"] L14["🎯 LESSON 1.4
Theory of Change

β€’ Evidence-based pathway
β€’ Community-validated vision"] %% Module 2 - Operationalize MOD2["πŸš€ MODULE 2: Operationalize

Rigorous evidence base
enables credible operations"] L21["πŸ“‹ Lesson 2.1
Logical Framework"] L22["βš™οΈ Lesson 2.2
Activity Design"] L23["✍️ Lesson 2.3
Proposal Writing"] L24["πŸ’° Lesson 2.4
Budget Estimation"] %% Relationships - Convergence pattern L11 --> L13 L12 --> L13 L13 --> L14 L14 --> MOD2 MOD2 --> L21 MOD2 --> L22 MOD2 --> L23 MOD2 --> L24 %% Festa Design System Colors %% Lessons 1.1 and 1.2 - Pepper Green (previous lessons feeding in) style L11 fill:#10B981,stroke:#059669,stroke-width:2px,color:#fff style L12 fill:#10B981,stroke:#059669,stroke-width:2px,color:#fff %% Lesson 1.3 - Pot of Gold (current focal point - integration) style L13 fill:#F59E0B,stroke:#D97706,stroke-width:4px,color:#1F2937,font-weight:bold %% Lesson 1.4 - Pepper Green (next lesson in module) style L14 fill:#10B981,stroke:#059669,stroke-width:2px,color:#fff %% Module 2 Container - Leaf style MOD2 fill:#72B043,stroke:#5A8F36,stroke-width:3px,color:#fff,font-weight:bold %% Module 2 Lessons - Leaf lighter shade style L21 fill:#84C556,stroke:#72B043,stroke-width:1px,color:#fff style L22 fill:#84C556,stroke:#72B043,stroke-width:1px,color:#fff style L23 fill:#84C556,stroke:#72B043,stroke-width:1px,color:#fff style L24 fill:#84C556,stroke:#72B043,stroke-width:1px,color:#fff

πŸ’‘ The Learning Journey

Lesson 1.3, in gold, joins 1.1 and 1.2 into one evidence base.

⚠️ Common Pitfall

Skipping synthesis means cherry-picking quotes that confirm what you believed.

πŸš€ Ready to Start?

Ready to Start?

Next, turn stakeholder input into themes for your tree.

Lesson 1.3: Synthesize Data 18%
Step 2 of 11 · What You Will Learn