AACSB Assurance of Learning: How to Evidence Oral Communication and Ethical Reasoning Goals
AACSB Standard 5 requires business schools to run well-documented assurance of learning processes that include direct and indirect measures and to show that the results feed into curricular and process improvements (AACSB, Standard 5). For oral communication and ethical reasoning goals specifically, the evidence most AoL committees are working from is thin: one graded presentation per course, scored on whatever sample of students the timetable allows, filed away until the next self-study cycle asks for it again.
Practice-based assessment changes what evidence exists, not what the standard requires. Students complete a rubric-scored oral presentation and a live ethical-dilemma conversation as part of the required course, delivered through AI-simulated scenarios rather than a one-off classroom exercise. The data behind the AoL report then comes from the whole cohort, every term, not a scored sample.
Current method vs deliberate practice
The gap shows up clearly side by side:
Current method | Deliberate-practice method | |
|---|---|---|
Oral communication goal | One graded presentation in one course, often scored on a sample of students | Rubric-scored spoken performance for the whole cohort, every term |
Ethical reasoning goal | A written case analysis | A live dilemma conversation where the student must decide and defend their choice under pressure |
Who scores | Faculty, using their own reading of the rubric | The same rubric applied the same way to every student; faculty review and calibrate |
Scoring effort | Heavy faculty hours at every cycle | Scores come from the practice itself; faculty spend time on interpreting results |
Closing the loop | One data point per cycle, so improvement is hard to show | Scores before and after a curriculum change, from the same scenario |
Report | Assembled by hand from many course files | Exported by goal, cohort and term |
This is evidence generation, not an accreditation claim. Teachrity is not accredited, endorsed or approved by AACSB, NAAC, NBA, NCTE, CAEP or any other body. Accreditation applies to a school’s degree programs, never to a vendor. What changes is the evidence an AoL committee can hand a peer review team: rubric-scored data from every student instead of a scored sample.
A sample four-criterion rubric
AoL committees typically write their own rubric language against each learning goal. A four-criterion version, adaptable to a school’s existing wording, looks something like this:
Criterion | Does not meet expectations | Meets expectations | Exceeds expectations |
|---|---|---|---|
Organization and clarity (oral communication) | Structure is hard to follow. The audience has to work to find the point | The argument is organized and easy to follow | The structure actively strengthens the argument’s persuasiveness |
Delivery under audience conditions (oral communication) | Reads from notes or slides, with little engagement with the audience | Speaks extemporaneously with reasonable command of the room | Adjusts delivery in real time to audience reactions or questions |
Identification of the ethical dilemma (ethical reasoning) | Misses or oversimplifies the competing interests at stake | Names the competing interests accurately | Anticipates second-order consequences beyond the immediate dilemma |
Defensibility of the decision under challenge (ethical reasoning) | The decision changes or collapses under follow-up questions | Holds the decision and gives a reasoned defense | Defends the decision while addressing the strongest counterargument directly |
(Illustrative: most committees adjust the language, add course-specific rows, and set their own pass threshold.)
An AoL evidence report built from practice-lab data usually holds four things:
Scores against each learning goal, broken out by cohort and term, in a format the self-study can cite directly
The rubric itself, with faculty calibration notes attached, so a reviewer can see how "meets expectations" was defined
A before-and-after comparison from the same scenario, when a curriculum change is being tested
A sample of the underlying performances (transcripts or recordings) for a reviewer who wants to see the work behind a score, not just the number
How it works in practice
Faculty set the learning goal and the rubric once, the way they already do for any AoL cycle. That part doesn’t move. Students then complete the rubric-scored presentation and the live ethical-dilemma conversation as a required part of the course, with the same rubric applied the same way to every student rather than to whichever section a faculty member happens to be grading that term. Faculty still review the scores and calibrate the rubric, spending that time interpreting a finished report instead of assembling one by hand from a stack of course files. None of this changes who owns the standard. Faculty are still the coaches who set it. A practice lab is simply where students get repeated attempts against it before the moment a reviewer actually sees.
Frequently asked questions
Is Teachrity accredited by AACSB, or does it help us pass accreditation?
No vendor is "AACSB accredited." Accreditation applies to a school’s degree programs, not to a supplier. What Teachrity does is generate the direct-measure evidence an AoL committee is already required to collect.
Can we map this to the learning goals we already report on?
Yes. Faculty define the learning goal and the rubric language the way they already do, and the practice sessions are built to that goal rather than a generic template.
Who actually scores the students — faculty or an algorithm?
The rubric is faculty-owned. It’s applied consistently to every performance, and faculty review and calibrate the scores rather than reading each one cold.
Does this cover indirect measures too, or only direct?
It’s built for direct measures: performance you can score against a rubric. Indirect measures, such as graduating-student or employer surveys, sit alongside it. A practice lab doesn’t replace them.
How much of this can we show an external reviewer during a site visit?
The report exports by learning goal, cohort and term, and a sample of the underlying performances (transcripts or recordings) can be pulled up alongside the scores if a reviewer wants to see the work behind a number.
What if we want to test whether a curriculum change actually worked?
Run the same scenario before and after the change and compare scores from the same rubric. That before-and-after comparison is what "closing the loop" usually asks for.
If your next self-study cycle needs oral communication and ethical reasoning evidence that holds up in front of a peer review team, book a demo at teachrity.com.