Module 2: Applying EDI in Engineering Practice
Learn how to recognize and address bias, create inclusive environments, and promote equity in technical settings. This module bridges theory and practice.
Recognizing Bias in Technical Work
Understanding how bias shows up in engineering decisions
Bias in engineering isn't always obvious. It appears in who we hire, how we design products, whose voices we prioritize, and which problems we choose to solve. Recognizing these patterns is the first step to creating more equitable outcomes.
Common Types of Bias
- → Confirmation bias: Seeking data that confirms existing beliefs
- → Affinity bias: Favoring people similar to ourselves
- → Attribution bias: Judging others' actions more harshly than our own
Real Impact
AI facial recognition systems have shown 34% higher error rates for darker-skinned women compared to lighter-skinned men — a direct result of biased training data and testing.
Strategies for Inclusive Practice
Diverse User Testing
Always test with users from varied backgrounds, abilities, and contexts. What works for one group may fail for another.
Inclusive Meetings
Rotate who speaks first, use round-robin formats, and actively invite quieter voices to contribute. Combat meeting bias.
Bias-Aware Data
Question your data sources. Who is represented? Who is missing? Unrepresentative data leads to inequitable outcomes.
Speaking Up
Use phrases like "I notice…" or "Have we considered…" to raise concerns about bias without blaming individuals.
Practice Scenario
Your team is designing a voice-activated system for hospital staff. During testing, it works well in the lab but fails frequently in the noisy hospital environment. What should you do?
What is the most EDI-informed response?
Which actions help create inclusive engineering environments? (Select all that apply)
Continue Your Learning
Recommended Reading
- → Design Justice by Sasha Costanza-Chock
- → Invisible Women by Caroline Criado Perez
- → Algorithms of Oppression by Safiya Noble
Next Steps
Ready to lead EDI initiatives in your organization? Module 3 explores strategies for systemic change and building inclusive communities.