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OBE & Accreditation

If you teach on an accredited programme, someone eventually asks you for outcome attainment. They want more than marks; they want evidence: which questions measured which course learning outcome, how those roll up to programme outcomes, and what proportion of students reached the threshold.

The market for this is built almost entirely for programme administrators. Vendors sell institution-wide platforms, priced by quote, deployed by committee. That is a reasonable business, and for a university coordinating dozens of instructors it is the right shape of tool. It is no help at all when the person who has to produce the numbers is you, this term, for the three courses you actually teach.

So most individual instructors end up in a spreadsheet. This piece is about why that keeps failing, what the alternatives genuinely are, and how to judge them.

The ProfDesk CLO Manager showing outcome wording, Bloom taxonomy, PLO weights and thresholds
Outcome wording, Bloom level, PLO weights and thresholds in one place, with the mapping attached to the questions that actually measure them.

The three real options

Institutional OBE platformSpreadsheetProfDesk
Who it is sold toThe institution, by quoteNobody; you build itThe individual teacher
Cost to one instructorUsually not purchasable individuallyFree, plus your time every term$0 Free or $5 / month
Time to first reportProcurement, then rolloutHours of formula-buildingSet up outcomes, then grade normally
Connected to your marksYes, once integratedNo; re-entered by handYes, computed from stored grades
Survives a re-markYesOnly if you remember to redo itYes, automatically
Programme-wide governanceYes, this is its purposeNoNo
Grading lives in the same toolRarelyNoYes

Why the spreadsheet keeps breaking

The first version is genuinely fine. Questions map to CLOs, CLOs map to PLOs, formulas compute attainment, and it takes an afternoon. The failure is never the maths.

It is that the workbook has no link back to the marks. Everything downstream of that is a manual re-entry:

The result is not usually a visibly broken sheet. It is a sheet that looks right and quietly disagrees with the gradebook it came from. That is the worst possible failure mode for a document whose entire purpose is to be evidence, and you generally discover it when someone external is checking.

What institutional platforms are actually for

It is worth being fair to them, because if you do have access, they are the right answer. A dedicated OBE platform handles consistent definitions across many instructors, programme-level governance, multi-cohort longitudinal reporting, and formal evidence collection for an accreditation visit. Those are real problems that one teacher does not have.

The mismatch is one of scale, not quality. You cannot usually buy one as an individual, and if you could, you would be paying for coordination machinery you have no use for. If your institution provides one, use it. This article is for everyone else.

What to look for in a smaller tool

Whatever you choose, these are the questions that separate a real evidence chain from a reporting form:

  1. Does attainment derive from question-level marks, or is it typed in? If a human enters the attainment percentage, it is an opinion with a number attached, not evidence.
  2. Does re-marking flow through? Change one mark and see whether the outcome figure moves on its own.
  3. Can one question map to more than one CLO? Real assessments are rarely one-to-one, and tools that assume they are force you to distort the mapping.
  4. Are thresholds explicit and yours to set? Accreditation bodies differ; a hardcoded 60% is a tool that only fits one regime.
  5. Is it optional per course? You do not teach every course under an accredited programme, and outcome screens on a course that does not need them are pure friction.

How ProfDesk approaches it

ProfDesk is not an accreditation system of record for a university, and it is not trying to be. It handles the individual teacher's half of the problem, by keeping the evidence chain attached to the grading you were doing anyway:

  1. Choose or define your PLOs. A wizard offers framework presets, or you start blank.
  2. Write CLOs and map them to PLOs, with weights and thresholds you control. AI can draft measurable wording; the final language and weighting are yours.
  3. Map questions to CLOs. Each graded question becomes evidence for the outcome it measures.
  4. Grade normally. ZenGrader, rubrics, manual marking and reviewed AI suggestions all write to the same records.
  5. Read attainment. The reports compute from the marks already stored, so there is no second copy to keep in sync.

The point of step 5 is that there is no step 5 to do. Attainment is a view over the gradebook, not a document you maintain beside it. This removes the entire class of failure described above.

OBE is also optional per course. Turning it off hides the outcome screens without discarding mappings you saved, so a course that later comes under an accredited programme is not starting from nothing. The Outcomes documentation covers the full setup.

Choosing, honestly

Outcome evidence that updates when your marks do

Map questions to CLOs, grade the way you already grade, and read attainment straight from the gradebook. Optional per course, and free to try.

Common questions

What is CLO-PLO attainment, in practical terms?

A Course Learning Outcome is what a student should be able to do by the end of your course. A Programme Learning Outcome is the degree-level equivalent. Attainment is the calculated evidence that students actually reached them. It is derived from question-level marks, not from an instructor's judgement written into a form at the end of term.

Can I do outcome-based education properly in Excel?

For one course, once, yes. The formulas are not difficult. What breaks is maintenance: a re-marked paper, a changed question weight, a late submission or a second copy of the workbook, and the attainment figures silently stop matching the gradebook they were derived from. The problem is not the maths, it is that a spreadsheet has no link back to the marks.

Do I need my institution to buy OBE software?

Not for your own courses. Institutional platforms exist for programme-level governance across many instructors, and they are priced and sold accordingly. If what you need is evidence for the courses you personally teach, that is a much smaller problem and does not require procurement.

Which accreditation frameworks does this apply to?

The CLO-to-PLO evidence chain is the common structure behind most outcome-based accreditation regimes, including ABET, NBA, PEC, Washington Accord signatories, and others. The terminology and thresholds differ, but the underlying requirement is the same: show that assessment evidence maps to stated outcomes.

What happens if I change a mark after calculating attainment?

That is exactly the case that separates a connected system from a spreadsheet. If attainment is computed from the stored grades, re-marking a paper updates the attainment automatically. If it lives in a separate workbook, nothing tells you the two have diverged.

Can I turn outcome tracking off for courses that do not need it?

In ProfDesk, yes. OBE is optional per course, and switching it off removes the outcome screens without deleting mappings you already saved, so a course you later need to report on is not starting from scratch.