Data Synthesis for UX Research & Strategy
Master data synthesis techniques to transform research findings into actionable UX strategies.
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Qualitative Data Condensation & Theme Extraction
Unit 1: Data Condensation Techniques
Intro to Condensation
Data Reduction Methods
Categorization Basics
Creating a Codebook
Coding Exercise
Unit 2: Affinity Mapping
Affinity Mapping Intro
Individual Brainstorming
Group Similar Ideas
Create Super-Groups
Affinity Map Analysis
Unit 3: QDA Software & Bias Mitigation
QDA Software Intro
Importing & Organizing
Coding in QDA
Bias in Qualitative Data
Reflexivity
Quantitative Data Summarization & Visualization
Unit 1: Descriptive Statistics for UX
Intro to Stats in UX
Mean, Median, and Mode
Variance & Std Deviation
Percentiles and Quartiles
Range and IQR
Unit 2: Visualizing Quantitative Data
Choosing the Right Chart
Histograms: Distributions
Scatter Plots: Relationships
Box Plots: Comparing Groups
Bar Charts: Comparisons
Unit 3: Outliers, Significance, and Confidence
Identifying Outliers
Handling Missing Data
Statistical Significance
Confidence Intervals
Correlation vs. Causation
Mixed-Methods Synthesis: Integrating Qual & Quant Insights
Unit 1: Introduction to Mixed-Methods Synthesis
Mixed Methods Defined
Why Mix Your Methods?
Your Research Questions
Unit 2: Triangulation Techniques
What is Triangulation?
Data Triangulation
Methodological Triangulation
Unit 3: Identifying Patterns and Discrepancies
Finding the Commonalities
Digging into Differences
Why the Divide?
Unit 4: Weighing Qualitative and Quantitative Data
Importance of Each
When Qual Leads the Way
When Quant Leads the Way
Unit 5: Advanced Mixed-Methods Techniques
Sequential Designs
Concurrent Designs
Presenting Your Synthesis
Actionable Recommendations & Stakeholder Communication
Unit 1: Turning Insights into Action
From Themes to Actions
Recommendation Frameworks
Quantifying the Impact
Prioritization Techniques
Iterating on Solutions
Unit 2: Crafting Compelling Narratives
The Power of Storytelling
Building Your Narrative
Visual Aids for Stories
Narrative for Impact
Practice Your Pitch
Unit 3: Communicating with Stakeholders
Data-Driven Reports
Presentations That Pop
Stakeholder Personas
Tailoring Comms
Feedback Loops