WF-10 — Learner Progression, Remediation and Graduation Clearance
| Workflow ID | WF-10 |
| Pack owner | IoL Academic Affairs (decision of 2 September 2026; see Architecture/04_Ownership_Model.md) |
| Family | B — Learner lifecycle, teaching and assessment |
| Channel | C1 accredited programmes |
| Primary OBEF KPIs | 2.2 Retention year 1 to year 2 (5.0%), numerator |
| Contributes to | 1.1 Employment rate (20.0%) · 1.2 Employment in relevant jobs (5.0%) · 2.5 Licensure and micro-credentials (5.0%) · 3.1 Job offer post placement (5.0%) · 3.2 Work-placement participation (8.0%) |
| Programme-level yield | 5.0% primary; defines the graduate cohort behind a further 43.0% |
| Workflow owner | ______________ |
| Data steward | ______________ |
| Version | 0.1 draft |
| Effective | |
| Next review |
IoL cohorts are small, so this KPI is not a statistic. It is a list of names. With a cohort in single or low double figures, one learner is worth five to ten percentage points of retention, and the difference between a departure and a deferral is worth the same again. Treat KPI 2.2 as a case-by-case learner support process with a data consequence, not as a rate to be managed. The correct way to improve it is to notice a struggling learner in week four, and the correct way to record it is to classify what actually happened rather than what is easiest to enter.
1. Purpose
To ensure that every IoL learner's progression is monitored against their study plan, that difficulty is identified early enough for support and remediation to work, that any departure or interruption is classified accurately against the controlled reasons the Ministry publishes, and that graduation clearance produces a complete, reconciled graduate record capable of carrying the learner into the twelve months of outcome tracking on which almost half the programme-level framework depends.
2. Scope
Scope statement. This process manages learner progression from the first progression review after registration, through monitoring, support, remediation, interruption or departure, to graduation clearance and the creation of a complete graduate record.
Applies to. All registered PGDipHPE and MScHPE learners, including those on deferral, leave of absence or suspension, those transferring between IoL programmes or to and from other MBRU programmes, and those completing by dissertation or capstone.
Does not apply to. Admission and initial registration (WF-07), the conduct of assessment itself (WF-09), the investigation of an academic integrity allegation or an appeal against an academic decision (WF-11), or post-graduation outcome tracking (WF-25). This workflow hands over to WF-25 at the moment the graduate record is complete.
Applicable requirements. OBEF guide v11.5 KPI 2.2
including its counting rules and the one-year programme rule; KPI 3.2
and the Grad_Workplacement reconciliation; KPI 2.5 cohort
definitions; Appendix B evidence for student outcomes; CAA progression
and award standards; MBRU academic regulations; CHEDS
Students - Attrition.xlsx and
Students - Graduates.xlsx, with the HEDB lookups
Leave of Absence Reasons, Suspension Reasons,
Voluntary Withdrawal Reasons and
Dismissal Reasons.
The counting rules that materially change the number, all of which apply here.
- Institution level: a learner who transfers from one programme to another is not attrition.
- Programme level: a transfer out is attrition, unless the destination programme has comparable admission criteria.
- Deferral of registration, or of a semester, is not attrition. Such learners remain in both the numerator and the denominator. Dropping them is the most common way a small programme understates its own retention.
- Where learners are not admitted to a specific programme in year one, progression into the intended major counts as retention.
- For one-year programmes this KPI is replaced by the one-year graduation rate. At institution level, learners in one-year programmes are excluded from both numerator and denominator, unless every programme at the institution is a one-year programme.
The last rule may apply to PGDipHPE and must be
confirmed. A postgraduate diploma is commonly a one-year award.
If PGDipHPE is flagged One Year Program = Y in
Institute - Academic Programs.xlsx, then its OBEF 2.2 value
is its one-year graduation rate rather than a year-one-to-year-two
retention rate, and its learners drop out of MBRU's institutional 2.2
entirely. [IoL to confirm with WF-01] the nominal
duration of both programmes and the value of that flag. This is not a
detail: it changes what is computed, for which programme, and whether
those learners appear in MBRU's institutional number at all.
3. Trigger, boundary and endpoint
| Trigger | A progression review point is reached, a learner triggers a concern indicator, a learner requests deferral or withdrawal, or a learner becomes eligible for the award |
| First activity | Progression monitoring against the study plan |
| Last activity | Graduate record completed, reconciled and released to WF-25 |
| Endpoint | Either a learner continues into the next academic period with the
continuation recorded, or a departure is recorded with a controlled
category and reason, or a complete graduate record exists with
Grad_Workplacement reconciled against the placement
register |
| Upstream workflows | WF-07 admission and registration · WF-09 assessment · WF-13 placement · WF-16 student research and capstone supervision · WF-11 integrity and appeals |
| Downstream workflows | WF-25 alumni outcomes and licensure tracking · WF-22 micro-credential attainment · WF-04 annual programme monitoring · WF-26 OBEF data assembly |
4. SIPOC
| Element | Content |
|---|---|
| Suppliers | Course leads and supervisors; assessment records from WF-09; placement register from WF-13; registry; learner support services; employers and sponsors where a learner's release is at issue; WF-11 for outcomes of integrity and appeals cases |
| Inputs | Study plan and progression rules; assessment outcomes; attendance and engagement indicators; supervision records; placement completion records; micro-credential attainment records; deferral, leave and withdrawal requests; award regulations |
| Process | Monitor progression → identify concern → agree and deliver support or remediation → decide progression → classify interruption or departure → confirm continuation into year two → verify award requirements → reconcile the placement flag → complete the graduate record → release to alumni tracking |
| Outputs | Progression decisions; remediation records; attrition records with
controlled category and reason; year-two continuation record forming the
KPI 2.2 numerator; complete graduate record; reconciled
Grad_Workplacement; graduate cohort definition |
| Customers | Learner; programme director; WF-25 and the Ministry's Graduate Destination Survey; WF-26 and the OBEF submission; CAA and MoHESR under evidence request |
| Success criteria | Every departure is classified against a controlled reason; no
deferral is recorded as attrition; every graduate has a complete record
with valid contact data; Grad_Workplacement reconciles to
the placement register with zero exceptions |
5. Accountability
Process owner. IoL Programme Director, or the role able to approve remediation plans, decide progression and recommend an award.
| Step | Programme Director | Course Lead or Supervisor | Registry | Learner Support | Data Steward | Quality and IQA |
|---|---|---|---|---|---|---|
| Monitor progression against the study plan | A | R | R | I | R | I |
| Identify a learner of concern | C | A/R | I | C | I | I |
| Agree a support or remediation plan | A | R | I | R | I | I |
| Deliver and review remediation | C | A/R | I | R | I | I |
| Decide progression | A/R | R | R | C | I | C |
| Classify an interruption or departure | A | C | R | C | R | C |
| Confirm continuation into year two | I | C | A/R | I | R | I |
| Verify award requirements | A/R | R | R | I | I | C |
Reconcile Grad_Workplacement to the placement
register |
C | I | R | I | A/R | I |
| Complete the graduate record | I | I | A/R | I | R | I |
| Release the graduate cohort to WF-25 | A | I | R | I | R | I |
Escalation.
| Condition | Escalates to | Within |
|---|---|---|
| Learner disengaged for two consecutive weeks | Course Lead to Programme Director | 10 working days |
| Remediation plan not agreed after a failed assessment | Course Lead to Programme Director | 10 working days of the result |
| Learner intends to withdraw | Course Lead to Programme Director and Learner Support | 3 working days, before the withdrawal is processed |
| Departure classified without a controlled reason | Data Steward to Programme Director | Before the period closes |
Grad_Workplacement disagrees with the placement
register |
Data Steward to Programme Director and WF-13 | Before graduation is confirmed |
| Graduate record missing valid personal contact data | Registry to Programme Director | Before the record is released to WF-25 |
6. Process steps
Monitor progression against the study plan. Track credits attempted and achieved, assessment outcomes, engagement and supervision milestones. [CAPTURE] progression status per learner per period. Serves 2.2. For a cohort of this size, monitoring is a conversation and a list, not a dashboard. The point is that the conversation happens on a schedule and that its outcome is written down.
Identify a learner of concern early. Triggers include a failed assessment, two weeks of disengagement, a missed supervision milestone, a placement difficulty, or a change in the learner's employment or clinical rota. IoL learners are practising professionals; the most common cause of difficulty is workload at work, not capability, and it is visible before it is decisive.
Agree a support or remediation plan. Named actions, named owner, review date. [CAPTURE] the plan, its date and its review outcome. Serves 2.2 and, through completion, 3.2 and 1.1. This is the step that actually moves KPI 2.2. Everything else in this workflow records what happened.
Deliver and review remediation. Record the outcome, including where remediation did not succeed.
Decide progression. Progress, progress with conditions, repeat, defer, or exit. [CAPTURE] decision, date, decision-maker. Serves 2.2.
Classify an interruption or departure against the controlled vocabulary. [CAPTURE]
Attrition_Student_ID,Attrition_Academic_Period,Attrition_Category,Attrition_Reason,Attrition_Program_Code, using the HEDB lookupsLeave of Absence Reasons,Suspension Reasons,Voluntary Withdrawal ReasonsandDismissal Reasons. Serves 2.2. Decision point, and the one with the largest numeric consequence in this workflow. Apply the counting rules stated in section 2:- a deferral or leave of absence is not attrition; the learner stays in both numerator and denominator, and must not be removed from the cohort;
- a transfer between programmes is not attrition at institution level; at programme level it is attrition unless the destination programme has comparable admission criteria, tested against the transfer-equivalence table from WF-07;
- a dismissal following an integrity case is attrition, and the classification comes from WF-11;
- where a learner was not admitted to a specific programme in year one, progression into the intended major counts as retention. Record the rule applied alongside the classification, so the judgement is visible rather than embedded.
Confirm continuation into year two. Join the learner's registration in the current academic year to their registration in the previous autumn period. [CAPTURE] continuation flag. Serves the 2.2 numerator. The numerator is built from
Students - Enrollment.xlsxin the following year, joined onEnroll_Student_ID, not from an absence of an attrition record. A learner with neither a continuation record nor an attrition record is a data gap, not a retained learner, and must be chased.Verify award requirements. Credits, placement, dissertation or capstone, and any professional requirement. [CAPTURE] clearance decision and date.
Reconcile the placement flag. Compare the placement register from WF-13 against the intended
Grad_Workplacementvalue for every graduating learner. [CAPTURE]Grad_Workplacement. Serves 3.2 and cross-KPI assertion C3. Exception route. A disagreement is resolved by investigating which record is wrong, never by overriding one to match the other. Every graduate flaggedYmust have at least one matching row inStudents - Internship.xlsx, and every learner with a completed placement episode must be flagged.Complete the graduate record. [CAPTURE]
Grad_Student_ID,Grad_Academic_Period,Grad_Program_Code,Grad_GPA_Cumulative,Grad_Master_Thesis_Titlewhere applicable,Grad_Submission_Term,Grad_Student_Email_Address,Grad_Student_Mobile_Number. Serves 1.1, 1.2, 2.5, 3.1 and 3.2. Re-confirm the personal contact set at clearance, at the last moment MBRU has the learner's attention. This is the handover point to twenty percentage points of Pillar 1, and a graduate who cannot be reached scores nothing however well employed they are.Define and release the graduate cohort. The cohort defined here is the population for KPI 1.1 and 1.2 twelve months later, for KPI 2.5's micro-credential component in the reporting year and its licence component three years later, for KPI 3.1's denominator among those who completed a placement, and for KPI 3.2's numerator and denominator. [CAPTURE] the cohort definition and the date it was fixed. Serves all of the above. Because KPI 2.5's two components use different cohorts by design, the reporting-year cohort for micro-credentials and the cohort of three years earlier for licences, the cohort definition must be stored per year and never recomputed from a current extract.
7. OBEF data generated
| KPI | Data element | Capture point | Captured by | Destination | Level |
|---|---|---|---|---|---|
| 2.2 | Continuation into year two (numerator) | Step 7 | Registry | Students - Enrollment.xlsx, following year, joined on
Enroll_Student_ID |
Both |
| 2.2 | Attrition classification and reason | Step 6 | Data Steward | Students - Attrition.xlsx:
Attrition_Student_ID,
Attrition_Academic_Period, Attrition_Category,
Attrition_Reason, Attrition_Program_Code |
Both |
| 2.2 | Deferral, leave and suspension, retained in both numerator and denominator | Step 6 | Data Steward | Same template, with Attrition_Reason mapped to the HEDB
lookups Leave of Absence Reasons,
Suspension Reasons |
Both |
| 2.2 | One-year programme flag driving the substitution rule | WF-01, applied here | Programme Director | Institute - Academic Programs.xlsx:
One Year Program |
Both |
| 3.2 | Graduate placement flag, reconciled | Step 9 | Data Steward | Students - Graduates.xlsx:
Grad_Workplacement |
Both |
| 3.1 | Graduates who completed at least one placement (denominator) | Step 9 | Data Steward | Grad_Workplacement joined to
Students - Internship.xlsx |
Both |
| 1.1, 1.2 | Graduate cohort and contact data | Steps 10 and 11 | Registry | Grad_Student_ID, Grad_Academic_Period,
Grad_Program_Code, Grad_Student_Email_Address,
Grad_Student_Mobile_Number,
Grad_Submission_Term |
Both |
| 1.2 | Graduate field-of-study classification | Step 10 | Data Steward | Grad_Major_CIP,
Grad_Area_of_Specialization, reconciled to the programme
record |
Both |
| 2.5 | Graduate cohort for the micro-credential component, and for the licence component three years on | Step 11 | Data Steward | Grad_Academic_Period, Grad_Program_Code,
Grad_Student_ID |
Both |
| 4.4 | Dissertation and capstone completion, supporting the research participation claim | Step 8 | Programme Director | Grad_Master_Thesis_Title; registered in WF-16 |
Both |
Capture rule. Three things must be recorded at the
time and cannot be reconstructed afterwards: the classification
of a departure, with the reason and the rule applied, because
six months later nobody remembers whether a learner deferred or withdrew
and the two are counted differently; the graduate contact set
re-confirmed at clearance, because it is the last moment MBRU
controls; and the cohort definition as fixed for the
year, because KPI 2.5 uses two different cohorts and a
recomputed cohort silently changes both. The continuation flag can be
re-derived from registration data, provided nobody has overwritten
Enroll_1st_Academic_Period upstream.
Reproducibility test. A second analyst can reproduce
KPI 2.2 from Students - Enrollment.xlsx across two academic
years joined to Students - Attrition.xlsx, provided
three conditions hold: the one-year programme flag is correct,
the transfer-equivalence table exists so the programme-level transfer
rule can be applied, and deferral reasons are mapped to the HEDB lookups
rather than free-typed. The second condition fails today, because no
transfer-equivalence table exists anywhere at MBRU as far as this pilot
can establish, and it is WF-07 action R6. Until it exists, any
programme-level transfer must be documented individually with the
reasoning recorded.
8. Max-score design
| KPI | Top anchor (scores 100) | Start of High (scores 75) | IoL achievable target | Reasoning |
|---|---|---|---|---|
| 2.2 (programme) | 100% | 80% | 90 to 100% | Anchors 0, 40, 60, 80, 100. The programme-level anchors are markedly more forgiving than the institutional ones, so a programme losing one learner from a cohort of twelve still scores in the High band. |
| 2.2 (institution) | 100% | 90% | Contributes | Anchors 0, 50, 75, 90, 100. Institution level is the harder standard and treats transfers differently, so IoL's contribution is a correctly classified cohort rather than a number. |
| 3.2 | 100% | 90% | Contributes; the number is made in WF-13 | This workflow supplies the reconciled
Grad_Workplacement flag on which the numerator
depends. |
| 1.1 | 100% | 90% | Contributes | This workflow defines the cohort and hands over reachable contact data. |
| 2.5 | Micro-credential row tops at 50% | 40% | Contributes | This workflow defines the two cohorts the KPI needs, which are different from each other by design. |
Why the two levels differ, and why that matters to IoL. At programme level, a transfer out counts as attrition unless the destination has comparable admission criteria. At institution level, the same transfer counts as retention. The same learner therefore appears in two numbers with two different treatments, which is exactly why the register warns that the institutional result is not a simple average of the programme-level results. IoL should compute and report its programme numbers, and let WF-26 compute the institutional number independently.
What this workflow must do to reach the target.
- Classify every departure against the controlled HEDB reason lists, never free text. Owner: Data Steward.
- Never record a deferral or leave of absence as attrition, and keep those learners in both numerator and denominator. Owner: Data Steward.
- Confirm the one-year programme flag for both programmes, and apply the substitution rule if it applies. Owner: Programme Director with WF-01.
- Reconcile
Grad_Workplacementto the placement register before every graduation, with zero unreconciled exceptions. Owner: Data Steward. - Re-confirm graduate personal contact data at clearance. Owner: Registry.
- Fix and store the graduate cohort definition per year. Owner: Data Steward.
- Run progression review on a schedule, with a written outcome per learner, because this, and not any data rule, is what actually retains learners. Owner: Programme Director.
[REDESIGN] actions.
| # | Change | Unlocks | Approver | Lead time |
|---|---|---|---|---|
| R1 | Confirm and record the One Year Program flag
for PGDipHPE and MScHPE, and, if PGDipHPE is a one-year
programme, adopt the one-year graduation rate as its KPI 2.2 measure and
exclude its learners from MBRU's institutional numerator and
denominator |
Determines what is computed at all for 5.0 points, and prevents an institutional number built on a population the guide excludes. A wrong flag here is not a small error; it is a different KPI | Programme Director with WF-01 and Quality and IQA | One month |
| R2 | Adopt a structured early-alert review at fixed points in each period, with a named reviewer per learner and a written outcome | Directly moves the KPI 2.2 numerator, 5.0 points, and is the only redesign in this workflow that changes an outcome rather than a record. In a cohort of twelve, retaining one additional learner is worth roughly 8 percentage points of retention | Programme Director | One semester |
| R3 | Make the attrition classification a two-person decision, the Programme Director for the academic judgement and the Data Steward for the controlled-vocabulary mapping | Protects 5.0 points from the most common and least visible error in the KPI, which is a deferral entered as a withdrawal | IoL operational | Immediate |
| R4 | Make Grad_Workplacement reconciliation a hard
gate on graduation clearance, so a graduate record cannot be
completed while the flag disagrees with the placement register |
Protects KPI 3.2, 8.0 points, and satisfies cross-KPI assertion C3 | Programme Director with WF-13 | Immediate |
| R5 | Add a contact re-confirmation step to graduation clearance, capturing a personal email and mobile the learner will still hold in twelve months | Protects KPI 1.1, 20.0 points, and 1.2, 5.0 points, at the last controllable moment | Registry with IoL | Immediate |
| R6 | Store the graduate cohort definition as a dated artefact per academic year, rather than recomputing it from a current extract | Protects the three-year rolling averages behind 1.1, 1.2, 2.5, 3.1 and 3.2, and satisfies assertion C13 on constant denominator bases | Data Steward | One month |
| R7 | Record an exit conversation for every departure, capturing the learner's own account of why they left | Improves classification accuracy for 2.2, and supplies WF-04 with the only genuinely diagnostic information available about attrition in a small cohort | Programme Director | One semester |
Sequencing note. R1 comes first, because until it is settled nobody knows which KPI PGDipHPE is being measured on. R3, R4 and R5 are free and immediate. R2 is the only action here that improves the underlying outcome rather than the record of it, and in a small programme it is worth more than all the data controls combined.
9. Indirect strategy where data cannot be collected
Category 4 and Category 5 both apply, and it is important to be clear about which is which.
Category 4, activity exists but is invisible. Most of what protects retention at IoL already happens informally. Programme leads know when a learner's clinical rota has changed, when a dissertation has stalled, and when someone is about to disappear. The support is real and is often effective. What does not exist is the record: the concern, the plan, the review and the outcome. Without it, the department cannot show a reviewer that retention is managed, cannot learn from the pattern across cohorts, and cannot defend a classification when a learner's departure is later queried. The response is capture, at steps 2, 3 and 4, and R2 and R7 make it routine.
Category 5, performance genuinely low, is the honest category if retention is genuinely poor. If a cohort loses learners because the programme demands more than practising clinicians can give, that is a real finding and no classification rule will improve it. The sanctioned response is to report it accurately and open a corrective action plan on the MoHESR CAP template. It is worth saying plainly that a small programme has a strong incentive to reclassify its way to a better number, because one reclassification moves the rate by several points. That incentive is exactly why R3 puts two people on the classification decision.
A word about the small-cohort arithmetic, because it cuts both ways. With twelve first-year learners, one departure is 8.3 percentage points. Two departures move a programme from 100% to 83%, from the top of the High band to the middle of it. This means the number is volatile and a single year tells you very little, which is one reason the KPI is a three-year rolling average. It also means a single misclassified deferral is worth more than any process improvement available in a year. Report the value with its cohort size, in every internal paper, so nobody reads an 83% as a decline when it is one learner who took a clinical secondment.
Category 2 does not apply. KPI 2.2 is Track A and computed from registration records, not from a survey, so Appendix C sampling thresholds are irrelevant to it. Do not group cohorts for this KPI. Grouping is a survey remedy and applying it here would be a misuse of an Appendix C provision.
Boundary check. This workflow must never:
- record a deferral, leave of absence or suspension as attrition, or drop such a learner from the denominator;
- reclassify a departure after seeing its effect on the retention rate;
- treat a programme-level transfer as non-attrition without a documented comparable-criteria judgement;
- compute the institutional retention figure as an average of the programme figures, since the two levels treat transfers differently;
- override
Grad_Workplacementto match the placement register, or the register to match the flag, instead of investigating which is wrong; - release a graduate record without valid personal contact data, or with an employer address as the only contact point;
- recompute a prior year's graduate cohort from a current extract;
- apply the one-year graduation rate substitution to a programme that is not flagged as a one-year programme, or fail to apply it to one that is.
10. Service standards
| Service | Standard |
|---|---|
| Progression reviewed | At each defined review point in every academic period |
| Learner of concern contacted after a trigger | 5 working days |
| Support or remediation plan agreed | 10 working days of the trigger |
| Remediation reviewed | At the date set in the plan, 100% |
| Progression decision communicated | 10 working days of the decision |
| Departure classified against a controlled reason | Within the academic period in which it occurs |
| Exit conversation offered | To every departing learner |
| Continuation confirmed for the year-two cohort | Within 10 working days of the year-two census |
Grad_Workplacement reconciled |
Before graduation is confirmed, 100%, zero exceptions |
| Graduate contact data re-confirmed | At clearance, 100% |
| Graduate cohort fixed and released to WF-25 | Within 20 working days of the award |
11. Records and evidence
| Record | Retention | Owner | Appendix B exposure |
|---|---|---|---|
| Progression monitoring and decision record | 7 years | Programme Director | Indirect: supports the KPI 2.2 numerator |
| Support and remediation plans with review outcomes | 7 years | Learner Support | Indirect, and required by CAA independently |
| Attrition record with category, reason and the rule applied | Permanent | Data Steward | Yes. Registration records demonstrating continuation, and transfer-equivalence documentation, are the named evidence for KPI 2.2 |
| Transfer-equivalence judgement per case | Permanent | Quality and IQA | Yes, wherever a programme-level transfer has been excluded from attrition |
| Exit conversation record | 7 years | Programme Director | No, but the most useful record IoL will hold about its own attrition |
| Graduate record with contact data and its confirmation date | Permanent | Registry | Yes. Contact data underpins the GDS and any substitute submission under 1.1, 1.2, 2.4, 2.6 and 3.1 |
Grad_Workplacement reconciliation evidence |
7 years | Data Steward | Yes. Appendix B names a transcript or academic record proving a learner completed a work placement, for KPI 3.2 |
| Graduate cohort definition, dated, per academic year | Permanent | Data Steward | Indirect, but decisive if a rolling average is queried |
Appendix B readiness. Today, IoL could most likely produce registration and progression records, and transcripts evidencing placement completion, within 15 working days. It could not produce transfer-equivalence documentation, because no equivalence table exists, and it could not produce a dated graduate cohort definition for a prior year, because cohorts are currently recomputed rather than stored. Both are addressed by R6 here and R6 in WF-07.
12. Risks and controls
| # | Risk | Consequence | Control | Owner |
|---|---|---|---|---|
| 1 | Deferral recorded as withdrawal | Retention understated by several points in a small cohort; the error is invisible once entered | Two-person classification; controlled vocabulary only | Data Steward |
| 2 | One-year programme flag wrong or unset | The wrong KPI is computed for PGDipHPE, and its learners wrongly appear in or vanish from the institutional number | Flag confirmed with WF-01 and re-verified annually | Programme Director |
| 3 | Programme-level transfer treated as non-attrition without evidence | Overstatement that fails on a documented evidence request | Transfer-equivalence table; per-case judgement recorded | Quality and IQA |
| 4 | Learner with neither continuation nor attrition record | Numerator understated; the learner is silently lost | Exception report after each census; every learner accounted for | Registry |
| 5 | Grad_Workplacement unreconciled |
KPI 3.2, the highest-weighted Track A KPI, misstated; assertion C3 fails | Hard gate on graduation clearance | Data Steward |
| 6 | Graduate contact data stale at clearance | KPI 1.1 and 1.2 lost to non-response | Re-confirmation step at clearance | Registry |
| 7 | Graduate cohort recomputed rather than stored | Three-year rolling averages become incoherent across 1.1, 1.2, 2.5, 3.1 and 3.2 | Cohort stored as a dated artefact per year | Data Steward |
| 8 | Retention managed as a rate rather than as learners | Classification pressure replaces support; the number improves and the programme does not | Early-alert review with written outcomes; exit conversations | Programme Director |
| 9 | Institutional retention computed as an average of programme values | A number that cannot be reconciled to either level | Computed independently in WF-26, per assertion C7 | WF-26 |
| 10 | Small-cohort volatility misread as a trend | Wrong corrective action taken on noise | Every reported value carries its cohort size | Programme Director |
13. Performance measures
| Dimension | Measure | Target |
|---|---|---|
| Capture completeness | Departures classified against a controlled HEDB reason | 100%, zero free text |
| Capture completeness | Learners accounted for by either a continuation record or an attrition record | 100% |
| Capture completeness | Graduates with valid, re-confirmed personal email and mobile | 100% |
| Capture completeness | Graduate cohorts stored as dated artefacts | 100% of years |
| Accuracy | Grad_Workplacement agreeing with the placement
register |
100%, zero unreconciled |
| Accuracy | Deferrals wrongly recorded as attrition | Zero |
| Accuracy | Programme-level transfers excluded from attrition with a recorded judgement | 100% of cases |
| Outcome | Year-one to year-two retention, reported with the cohort size | 90 to 100% |
| Outcome | Learners of concern with a support plan agreed within 10 working days | 95% |
| Service | Exit conversations offered to departing learners | 100% |
| Reproducibility | KPI 2.2 reproducible by a second analyst from records alone | Yes, once the transfer-equivalence table exists |
The retention percentage is the measure everyone will look at, and it is the least informative row in this table for a cohort of this size. The capture and accuracy measures are what make it mean anything.
14. Change control
| Date | Version | Change | Reason | Approved by |
|---|---|---|---|---|
| 2026-09-02 | 0.1 | Initial draft | IoL OBEF pilot | draft, unapproved |