Diagnose
Use performance data, early assessments, enrollment patterns, student characteristics, and student feedback to identify the actual barriers.
A framework for student success
Success should be designed, not left to chance.
I use evidence to align curriculum, teaching, assessment, and support with the students a course actually serves, then measure whether the system is working for everyone.
Guiding principle
Every student who engages seriously in the work of learning should have a clear, rigorous, and supported pathway to success.
The framework
Move from assumptions to evidence, then from evidence to design.
The framework is not a prescribed teaching method. It is a repeatable process for understanding where students encounter barriers, aligning the academic system around clear learning goals, and embedding the conditions students need to do demanding work successfully.
Prioritize
Identify the points in the course where a focused change can make the greatest difference.
Align
Connect program and course outcomes directly to essential content, instruction, practice, and assessment.
Calibrate
Design the entry point, pacing, structure, and cognitive demands for the preparation and developmental level of enrolled students.
Embed support
Teach learning strategies, self-assessment, and disciplinary thinking within the required curriculum.
Engage
Use relevant contexts, accessible materials, constructive messaging, and community to strengthen persistence and belonging.
Coordinate
Create consistency in learning goals, expectations, resources, and assessments across instructors and sections.
Measure and improve
Evaluate outcomes across student groups and sections, then use the results to refine the design.
Case study
BIOL 1441: improving a gateway course at scale
Cell and Molecular Biology serves approximately 1,700 students annually across multiple sections and instructors. Despite several years of active-learning initiatives and supplemental support, DFW rates remained too high and outcomes varied across student groups and course sections.
The problem was not simply content difficulty.
Early exam performance, academic standing, study behavior, course section, and enrollment timing predicted success. Many students reported that they did not know how to study effectively, felt underprepared, or experienced the course pace as too fast.
Optional support was not reaching everyone who needed it.
Boot camps, tutoring, recitations, and review sessions were valuable, but higher-achieving students participated more often than students experiencing the greatest barriers.
Support became part of the course itself.
The instructional team restructured the first unit, prioritized core concepts, aligned learning objectives and assessments, added low-stakes practice with feedback, and embedded study skills and self-assessment.
Narrative strengthened relevance and belonging.
BIOL 1441 used a unifying narrative, engaging course materials, and more constructive messaging. These supported the framework but were not required components of it.
83%Fall 2023 success rate
Results after redesign
Higher success, greater consistency, and fewer reported barriers.
Outcomes improved across student groups, grade distributions became more consistent across instructors and sections, and both student and instructor satisfaction increased.
Stronger preparationStudents reported fewer difficulties with study strategies and readiness for course expectations.
A more manageable pathwayStudents reported fewer concerns about course pace and balancing the demands of the course.
A better experienceStudent and instructor satisfaction increased alongside the improvement in academic outcomes.
Transferable by design
A framework, not a formula.
The same process can produce different course designs because the students, learning outcomes, evidence, and disciplinary demands are different.
Anatomy & Physiology
Applied similar principles of prioritization, alignment, consistency, and embedded support without adopting the BIOL 1441 narrative approach. Success rates in A&P I and II now exceed 80%.
Other high-enrollment courses
Course teams can select the instructional strategies that fit their content while using the same evidence-driven process to identify barriers and align the learning system.
Institutional adaptation
The framework begins with local students and local evidence, making it adaptable to institutions with different missions, populations, resources, and academic structures.
The larger lesson
Student success is not created by lowering expectations. It is created by designing a better pathway to meet them.
Data help reveal where the pathway is failing. Curriculum alignment, embedded support, coordinated teaching, and continuous evaluation make it possible to rebuild that pathway without compromising what students need to learn.
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