A group, a schedule, and someone running the room.
Everyone on the same module in the same week, a facilitator working from a rubric, and written work marked by a person. This is the structure underneath every institution programme we run.
Four parts, and it stops working if you drop any of them
Each part exists because of a specific way self-paced learning fails. Remove one and that failure comes straight back.
A fixed group that starts and finishes together
Everyone in a cohort is on the same module in the same week. That is what makes a discussion possible at all — you cannot argue a case with someone who has not read it yet, which is why self-paced discussion forums are usually empty.
A cohort that lets people join at any point is a course with a chat window attached. Within three weeks nobody is on the same module and the room goes quiet.
A schedule set by the institution
The cadence is yours: which day the case drops, when the discussion runs, when the submission is due. For a school that is a tutorial slot; for a corporate it is a Thursday afternoon; the structure does not change.
Case published Monday, prep during the week, moderated discussion Thursday, written submission due Sunday, marks and moderator notes back by the following Wednesday.
Facilitated rooms, not open forums
Every discussion has a facilitator working from moderator notes and a rubric: keeping the argument on the evidence, drawing in the quiet half of the room, and refusing to let the loudest position win by volume.
Three students converge on the same answer in the first four minutes. The facilitator's job is to make the room test it rather than move on, which is the whole exercise.
Submissions marked against a rubric
Each module ends in written work marked on the same criteria by a certified facilitator. This is what makes cohort data mean something: participation says who showed up, rubric marks say whether the reasoning improved.
A cohort whose participation is flat but whose rubric marks climb is working. One whose participation is high and whose marks are flat is a room being entertained, not taught.
Why the calendar is the feature
Self-paced learning is not worse because the content is worse. It is worse because nothing is happening at the same time as anything else.
Pace
Self-paced course: Whenever you get to it. Most people stop at module three.
Cohort: A fixed weekly cadence the whole group keeps, with a facilitator noticing when you fall behind.
Discussion
Self-paced course: A comment thread where the last post is four months old.
Cohort: A moderated room where everyone has read the same case that week.
Assessment
Self-paced course: An auto-marked quiz you can retake until it passes.
Cohort: Written submissions marked against a rubric by a certified facilitator, with feedback.
What the data says
Self-paced course: Completion percentage — which mostly measures how short the course was.
Cohort: Participation, submission quality and reasoning movement across the term.
Four kinds of group
The grouping and the cadence change. The four parts above do not.
Schools
Cohorts by section, in an existing period, with teachers facilitating and a coordinator watching participation across the grade.
Colleges & universities
Cohorts by department and year, sized for a placement batch, with faculty certified to run the rooms.
Corporates
Cohorts by team or level, run on a working-hours cadence, with managers seeing capability movement rather than course completions.
Open cohorts
Individuals can join a scheduled public cohort without an institution behind them, on the same structure and the same marking standard.
Scoped, scheduled, reviewed
Five steps. The first and the last are the ones institutions most often skip, and skipping them is why a cohort cannot be judged afterwards.
Scope the cohort
Who is in it, which track, how long, and what the cohort is meant to change. A cohort with no stated outcome cannot be reviewed at the end.
Set the calendar
Start date, cadence, discussion slots and submission deadlines, mapped onto the timetable you already run.
Assign facilitators
Yours once certified, ours until then, with calibration so the marking means the same thing in every room.
Run the weeks
Case, prep, discussion, submission, feedback. Repeat. The dashboard updates as the marks land, not at the end.
Review and re-run
A readiness and participation review at the end, then the next cohort scoped on what this one actually showed.
What one cohort usually looks like
About running a cohort
Scope one cohort.
Judge it at the end of the term.
One group, one track, one calendar, and a review that reads participation against rubric marks rather than against attendance.
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