Codio Research

Driving innovation in tech education through data-driven insights, hands-on learning studies, and impactful educational research.

Research Papers

From Hype to Hands-On: Building Developer Trust in 2025

Developer marketing programs should focus on eliminating friction, providing guided hands-on practice, and implementing tools that demonstrate progress in activation.

Enterprise AI Adoption: The Upskilling Imperative

Insights from a survey of 252 enterprise executives about the state of AI adoption in their organizations.

Investigating the Impact of Codio Coach: A Specialized AI Learning Assistant on Computing Student Engagement and Performance

How does a specialized AI learning assistant impact students' learning?

Bridging the Data Skills Gap

We used insights from data science and analytics executives to align education and training programs with industry needs and expectations.

Breaking the Textbook Paradigm: Increasing Access by Removing Words

Exploring how interactive, hands-on learning environments enhance comprehension and accessibility by reducing text-heavy educational materials.

Bridging the Cybersecurity Skills Gap: Aligning Educational Programs with Industry Needs

We surveyed cybersecurity industry professionals to understand which skills and educational experiences are most highly valued in new hires.

Characterizing Computing Students' Use of Generative AI

Investigating how generative AI tools influence learning behaviors, creativity, and problem-solving approaches among computing students.

Maximizing Cybersecurity Employability at Scale

We applied insights from cybersecurity executives to align educational and training programs with industry needs and expectations.

Build Student Confidence & Mastery with Hands-On Learning

Applying insights from a recent survey of university computing educators to break down the best approaches to integrating course content, tools, feedback, and labs to build student confidence.