Behavioral Science Meets Course Design: Dr. John Austin on Accountability and the Green Sheet

John spent 15 years as a university professor, publishing roughly 100 scientific papers that, as he puts it, no one will ever read because they are written in "academicese." The desire for broader reach drove him to online teaching, first through hybrid courses at the university around 2008-2010, and eventually through his own independent courses. His motivation is deeply personal: growing up as the first person in his family to attend college, he watched people he loved work in manual labor jobs for companies that treated them poorly and environments where they got hurt. When he discovered that there is a science around creating more effective work environments, he committed his career to it.

John's most distinctive course design technique is what he calls the green sheet — an individualized feedback document that lists each student's name alongside the assignments they completed or did not complete. When he tested group feedback versus individualized feedback, most cohorts said the individualized version was more effective — but also said they would prefer the group version because it feels better. John now gives individualized feedback by default because it serves students better. The green sheet creates meaningful social accountability, especially in corporate cohorts where the results may be shared with direct supervisors. But John is careful: in the wrong environment, sharing with supervisors can create a highly aversive dynamic. He gauges each context through careful observation and conversations before deciding how to deploy it.

John initially hoped individuals would discover his course and sign up independently. That model produced modest results. The real breakthrough came through selling cohorts directly to organizations — connecting with executives and senior leaders who need their teams trained in behavioral safety. From a sales perspective, it is one conversation for a larger price tag rather than many conversations for smaller ones. In a B2B context, this also creates better outcomes: when an entire site goes through the program, from senior leaders to frontline supervisors, the collective behavior change compounds. His published research demonstrated that manufacturing sites where leaders completed the course reduced injuries at twice the rate of matched comparison sites over a five-year period.

When asked how his course has evolved, John's answer surprised: it got simpler, not more complex. He shortened videos, reduced the number of assignments, and made each one take minutes rather than hours. The logic is behavioral: the shorter the gap between starting a task and finishing it, the easier it is for students to get to implementation — which is the entire point. He also builds choice throughout: students choose their project topic, how they address it, who they focus on, and how long their intervention runs. Research from a former student found that giving people choice increases engagement by 20 percent. John builds choice in all over the place, operating within clear boundaries but allowing students to create their own experience.