Why consistency matters
Students rarely take just one course. A predictable structure lets them spend their energy on your content.
Learn it once
Students shouldn’t have to decode a new layout in every course.
Lower cognitive load
Time spent hunting for assignments is time not spent learning.
Equity by design
Working, part-time, and first-generation students benefit most from predictability.
Your content, your voice
The framework shapes structure. You still own what and how you teach.
Cognitive load theory shows that unnecessary mental effort competes with learning (Sweller, 1988). Community college research also finds that strong instructor interaction is the design feature most tied to student grades (Jaggars & Xu, 2016), which is why Learner Connection is a core standard.
Built on Gagné’s Nine Events
Robert Gagné’s Nine Events of Instruction describe how people process new learning. BARK groups them into four phases every module follows.
The BULLDOG standards
Seven course-level standards every Pitt CC online course meets.
Built for Access
Captioned media, accessible documents, readable pages.
User-Friendly Navigation
A Start Here module and the same weekly layout throughout.
Learning Outcomes Aligned
Every activity connects to a stated objective.
Learner Connection
Regular announcements, timely feedback, peer interaction.
Demonstrated Learning
Varied assessments with clear rubrics.
Open Support
Tutoring, library, advising, and tech help one click away.
Guided AI Use
A clear AI policy and assignments designed for integrity.
See it in action
One week of an American History course, built with BARK.
HIS 131 American History I
Week 4: The Road to Revolution, 1763 to 1776
- Paul Revere’s Boston Massacre engraving with the prompt “News or propaganda?”
- Module objectives in plain language
- Quick check: what does “taxation without representation” mean to you?
- Short video on the Stamp and Townshend Acts
- Excerpts from the Declaration of Independence
- A modeled primary source analysis
- Discussion comparing Loyalist and Patriot perspectives
- AI role-play: debate a Loyalist, then reflect on the strongest arguments
- Low-stakes quiz with feedback
- Primary source analysis essay
- Reflection: how does media shape public opinion today?
Guided AI use with STEP
BARK shows where AI fits. STEP shows how students work with it, so AI scaffolds learning instead of doing the work.
Show
AI models a concept or worked example.
Try
Students attempt the task with AI as an assistant, not a substitute.
Explain
Students put the learning in their own words.
Prove
Students demonstrate understanding independently and verify any AI output.
Read the full framework: STEP: A Vygotskian framework for student AI fluency
Earn the BULLDOG micro-credential
Build your skills one step at a time and earn digital badges along the way.
BARK Builder
Redesign one module using BARK.
BULLDOG Standards Series
Seven short modules, one badge per letter.
BULLDOG Certified Course
A full course review against all seven standards.