
Behavioral UX Research Thesis
Rethinking 'Positive' Nudges: Redesigning for Authentic Support
Focus:
Goal Motivation in Long-Term User Engagement
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Relevance:
Behavior-focused apps (e.g., Duolingo, fitness, goal-tracking tools)
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Research Sponsor:
University of Chicago
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My Role: Mixed Methods Researcher
Many products aim to help users stick with long-term goals. But when users feel discouraged, generic encouragement can backfire. I explored how digital products can better support users when they’re on the verge of giving up.
Why It Matters
Design Opportunities

Data Collection
Survey
Collected 160+ responses on goal pursuit and support preferences; included A/B-style scenario comparisons to evaluate the perceived helpfulness of different support strategies.
Pair Interviews
Conducted in-depth conversations exploring how users want to be supported during moments of doubt; used A/B-style prompts to compare emotional responses to different support types.
Data Analysis
Root Cause Analysis
Thematic Analysis
Insights
01
Overly positive encouragement can feel dismissive and add stress.
02
What works: Negative validation—empathetic, pressure-free responses that show understanding.
03
Products should offer customizable support modes that respect emotional complexity.

Impact
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Identified emotionally resonant support strategies (e.g., negative validation) that can reduce user stress and increase retention
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Provided evidence-based recommendations for designing support features that adapt to users’ emotional states
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Helped inform the design of behavior-focused apps by highlighting the importance of empathy, personalization, and emotional nuance in long-term engagement