Practicing behavioral interview techniques is vital for college students and young professionals aiming to secure their first jobs. Research shows that students benefit from regular interview practice, allowing them to better articulate their experiences, strengths, and challenges. However, many students do not fully utilize career center resources.

PROJECT OVERVIEW
The STAR framework ("Situation, Task, Action, Result") has been a trusted industry standard for over 30 years, widely recognized by employers as an effective method for evaluating behavioral competencies. CMU Career & Professional Development Center introduces STAR to students as a foundational method for interview preparation. Its structured approach helps candidates showcase their skills and demonstrate professional readiness effectively.
This self-directed course aims to provide an accessible and engaging introduction to the STAR framework. Learners are guided step-by-step, from understanding the purpose of each part of the framework to independently craft strong, well-organized responses.
Laying the Foundation
Setting the Right Learning Goals
The key to impactful e-learning is having clear, measurable goals.
Challenge Identified through Learner Testing:
Students frequently mix up the "Situation" and "Task" steps, making it difficult for them to deliver clear and structured responses.
Solution: We restructured our approach, focusing on clearer definitions of each STAR component. Rather than broad goals like identifying "good" and "bad" STAR statements, we honed in on making sure students can correctly identify the key components of each step.

Key Insights from Subject Matter Expert:
Refinement in Focus: SMEs revealed that students benefited more from constructing answer outlines given a behavioral question, rather than simply framing scenarios. Outlining encourages learners to think critically about how to structure their responses without the rigidity of a script, promoting a more natural and adaptable approach during behavioral interviews.
Instructional Shift: As a result, we adjusted our instructional strategy to guide learners through the process of writing answer outlines that cover all key components of the STAR method. This approach fosters critical thinking, helping learners organize their responses effectively for real interview situations.

Designing Assessments
Craft Assessments that Measure Learning Outcomes
Assessment played a central role in ensuring that learners not only understood the STAR framework but could also apply it effectively in a behavioral interview context.
To assess both conceptual understanding and practical application, we designed a range of assessment types that would engage learners and accurately measure their progress.

After gathering feedback from pilot testing, we made some additional revisions to our assessments to better match the learners' needs and the complexity of real interview scenarios.
Removed overly simple multiple-choice questions that did not challenge learners. We shifted from knowledge recall to higher-order thinking tasks.
Replaced Drag-and-Drop with Multiple Selection Questions: We replaced the drag-and-drop format with 'check-all-that-apply' questions after noticing that constant scrolling increased cognitive load and confusion. This change reduced distractions, allowing learners to focus better on identifying the STAR components.

E-Learning Principles in Action
What makes learning stick?
Adult learners engage best when they see “What’s in it for me?” (WIIFM) and how the material aligns with their goals. We began by emphasizing the STAR framework's immediate value by framing it within real interview scenarios like teamwork and leadership. Clear learning objectives were presented upfront, showing how mastering STAR boosts interview confidence and aligns with career ambitions.
Worked examples were used to model high-quality STAR responses, guiding learners step-by-step in structuring their interview answers. To make the content relatable and relevant to context, we provided personalized examples tailored to common scenarios faced by college students and young professionals. For college students without work experience, we focused on managing group projects, while for young professionals, we highlighted scenarios such as leading internships or handling work-related tasks.
Learners received immediate feedback after each practice task, helping them reflect on their performance and correct mistakes. This feedback focused on both the content and structure of their responses.

Throughout the course, we used segmentation to break the content into small, easily digestible sections, allowing learners to focus on one part of the STAR framework at a time. Later, we demonstrated how the emphasis on different STAR elements should shift based on the type of interview question, empowering learners to adapt the framework flexibly across various real-world scenarios.

Measuring the Impact
What difference did the course make?
We assessed the effectiveness of the course using a pre-test and post-test, scoring responses based on a total of 10 points. The test was administered to 20 participants and included two check-all-that-apply questions and a mock behavioral interview writing response. Two graders used the same rubric for consistency, with strong inter-rater reliability ensuring accurate assessment.
Significant Improvement: Post-test scores showed a notable average increase of 3.075 points, demonstrating clear learning gains.
Confidence Boost: Learners also reported a significant boost in confidence for answering behavioral interview questions (T-statistic: 2.4, p-value: 0.03394).

From Theory to Reality
How did this shape my approach as an instructional designer?
The STAR framework course design was more than just a technical project—it was an opportunity to refine my skills in research-driven instructional design, user testing, and iterative development. Through a continuous feedback loop, we not only created a practical course but also deepened our understanding of what it takes to design learning experiences that stick.