Solutions · Outcome Attainment
CO/PO attainment, computed from the marks you already enter
The attainment matrix doesn’t need to be rebuilt from scratch before every NBA visit. AttendMetric computes course and programme outcome attainment straight from assessment marks and course-exit surveys — recomputed live as the data changes.
The usual way
A spreadsheet marathon every accreditation cycle
The matrix is rebuilt every cycle
Marks are re-keyed from question papers, internal tests and a dozen faculty spreadsheets into one attainment sheet — from scratch, every semester, right before the visit.
Direct and indirect are stitched by hand
Assessment scores and course-exit survey results live in different places, so someone manually weights and combines them into a final CO figure.
Errors surface during the audit
A wrong threshold, a mis-mapped CO, a course left out — found by the committee, not before, because nothing was checking the numbers as they were entered.
How it’s calculated
From a mark entered in class to a PO figure
Professors enter marks per course outcome
Marks are recorded against the CO they assess — for the divisions a professor actually teaches — with bulk CSV import for a full class at once. Missing-marks alerts flag gaps before they matter.
Direct attainment is computed from those marks
As scores come in, each CO’s direct attainment is calculated against your thresholds — no separate sheet, no end-of-term re-entry.
Course-exit surveys feed indirect attainment
Students rate each course at semester end through the built-in survey. Those responses flow into the same attainment engine as the indirect component — not a form that disappears into a drawer.
CO rolls up to PO through your mapping
Course outcomes aggregate into programme outcome attainment via your CO–PO mapping, so the PO picture updates the moment the underlying marks do.
Who touches what
Faculty enter marks. Everyone else gets outputs.
For professors
A dashboard per course showing missing-marks alerts, course-exit survey response coverage, and the CO attainment computed for every class they teach — no spreadsheet to maintain.
For IQAC & HODs
CO and PO attainment rolled up across courses and divisions, alongside a criterion-tagged evidence index — the outputs an NBA committee asks for, kept current between cycles.
For the system
Every figure is recomputed from the source marks and surveys. Change a mark, and direct attainment, CO, and PO all move with it — there is no stale copy to reconcile.
Questions
Outcome attainment, answered
How is CO/PO attainment calculated?
Direct attainment comes from the marks professors enter against each course outcome, measured against your thresholds. Indirect attainment comes from the built-in course-exit survey. Both feed one engine, and course outcomes aggregate into programme outcomes through your CO–PO mapping — so the whole chain updates whenever a mark changes.
Do professors have to learn a new way of entering marks?
They enter marks against the course outcome each assessment measures, for the divisions they teach, with CSV import for a full class. The attainment maths happens after that — faculty don’t build or touch an attainment sheet.
Does this replace our NBA self-assessment report?
It replaces the spreadsheet marathon behind the attainment sections — the CO/PO matrix, the direct/indirect split, the roll-up — with numbers computed from live data. You still assemble the SAR, but the attainment evidence in it is generated, not hand-built.
What about NAAC and NIRF?
The same data supports both: NAAC evidence is uploaded and tagged to a criterion the week an event happens, and NIRF metrics like faculty-student ratio and PhD-qualified percentage are computed live from records your institution already holds.
Attainment that keeps itself current
See CO/PO attainment, NAAC evidence and NIRF metrics computed from the marks and records your institution already keeps.