Using clinical science to effectively tackle code review anxiety (StaffPlus)

Learn evidence-based techniques to manage code review anxiety using clinical psychology. Discover how to identify triggers, challenge negative thoughts & build confidence.

Key takeaways
  • Code review anxiety is common and affects developers of all experience levels (1-65 years of coding experience), including staff engineers

  • Key cognitive biases that trigger code review anxiety:

    • Low anxiety self-efficacy (feeling unable to manage anxiety)
    • Elevated cost bias (overestimating negative consequences)
    • Elevated probability bias (overestimating likelihood of bad outcomes)
  • Not talking about code review anxiety makes experiences feel invisible and increases feelings of isolation, despite it being a widespread issue

  • A single cognitive behavioral workshop can effectively:

    • Reduce code review anxiety
    • Increase self-efficacy
    • Improve self-compassion
    • Decrease avoidance behaviors
  • Four-step approach to tackle code review anxiety:

    1. Assess and identify anxiety symptoms
    2. Reduce physiological arousal
    3. Challenge negative biased thoughts
    4. Reduce avoidance through proactive engagement
  • Anxiety isn’t merit-based - having solid code doesn’t prevent anxiety, and feeling anxious doesn’t indicate incompetence

  • Simply focusing on improving coding abilities without addressing anxiety is ineffective for reducing code review anxiety

  • Opening dialogue about code review anxiety within teams can have significant positive impact and normalize the experience

  • A free self-guided workbook is available to help individuals and teams work through code review anxiety

  • Avoiding code reviews due to anxiety prevents accessing benefits like improved code quality, knowledge transfer, and community building