Parent who borrowed Parent PLUS loans for children's education. Limited repayment options, ICR-only IDR eligibility, retirement savings trade-off.
SL-03 is the pre-retirement education-debt archetype: parents who borrowed Direct PLUS Loans for a child's education, restricted to ICR among IDR plans without a double-consolidation workaround, and trading retirement savings against monthly P&I in their 50s and early 60s.
SL-03 exists because Parent PLUS Loans sit in a separate regulatory bucket from student-borrower federal loans and create planning problems no other student-loan archetype encounters. Under 34 CFR §685.208, Parent PLUS borrowers are categorically ineligible for SAVE / PAYE / IBR — the only IDR plan available is the old Income-Contingent Repayment (ICR), which calculates payment as the lesser of 20% of discretionary income (defined against 100% FPL, the worst FPL multiplier) or what the borrower would pay on a 12-year fixed plan adjusted to income. The double-consolidation loophole — consolidating Parent PLUS loans into a Direct Consolidation Loan, then consolidating that consolidation loan again — has historically opened access to non-ICR IDR plans, though the Department of Education's published guidance and the SAVE-litigation environment have made the loophole's future uncertain. PSLF eligibility is technically available but requires the borrower (the parent) to be employed at a qualifying employer — the child's employment status is irrelevant, which inverts the usual PSLF intuition. Death of the borrower discharges the loan (a planning lever, not morbidly), but death of the student does not — surviving parents continue to owe under 34 CFR §685.212(a)(2).
The structural story is a mid-50s household with median income $68k, median net worth $291k, and a student-loan balance that competes directly with retirement contributions during the household's peak earning years. Median liquid net worth ($126k) is materially better than the SL-01 and SL-02 cohorts because these are accumulation-peak rather than formation households, but the time horizon to retirement is short. 7 of 11 households carry mortgages — typical for the age band — and the cash-flow squeeze between mortgage P&I, Parent PLUS P&I, and retirement-account contributions is the recurring planning failure. Borrowers in their early 60s face the additional decision whether to claim Social Security earlier (to fund the Parent PLUS payment) at the cost of permanent reduction.
SL-03 differs from SL-01 (PSLF candidate) and SL-02 (general IDR enrollee) by the borrower-identity flip: the parent owes the debt on a child's education. From P-05 (Pre-Retirement Catch-Up) it differs by the specific Parent PLUS debt structure overlaid on the catch-up profile; some households are members of both populations.
Aggregated across the 11 SL-03 households in the shipped v3 corpus corpus. Numbers describe the corpus, not population claims.
Eric and Crystal are a dual-earner MFJ household at age 54 with $68k of gross income, $279k of total liabilities heavy with Parent PLUS debt, and a $1.39M retirement target that is off track at $250k of net worth. The diagnostic is the time-to-retirement math: 10–13 years to standard retirement age means the Parent PLUS balance and the retirement-savings shortfall must be solved jointly. Double-consolidation to access non-ICR IDR plans, PSLF eligibility check on the parent's employer (healthcare-nonprofit-or-government qualifying), and the IRC §219(g) deductible-IRA active-participant phase-out interact in ways most retirement-calculator tools handle one variable at a time. Education funding is flagged off-track because additional children are still in the pipeline.
Every SL-03 household ships with — at minimum — these JSON fields populated. The full schema is documented in the data set you purchase.
Student-loan servicing platforms use SL-03 to test the Parent-PLUS-only ICR workflow, the double-consolidation eligibility analysis, and the PSLF-on-parent-employer logic (which inverts the usual student-borrower PSLF analysis). Retirement-planning tools use SL-03 for the pre-retirement education-debt-versus-retirement-contribution trade-off, including 401(k) / 403(b) catch-up modeling at age 50+, Social Security claiming-age sensitivity when education debt forces earlier claiming, and Medicare IRMAA-tier modeling that affects post-retirement IDR payments if forgiveness is the path. Tax-software platforms use it for the §221 student-loan-interest deduction (which extends to Parent PLUS), the §108(f)(5) post-2025 forgiveness-tax-bomb computation, and state-conformity overlays. Mortgage-origination platforms occasionally encounter SL-03 borrowers seeking reverse mortgages or HELOCs to refinance Parent PLUS debt — a recommendation that requires careful disclosure of the federal-loan protection loss.
SL-03 is the parent-borrower-on-child's-education archetype. Grandparent borrowers — who can be Parent PLUS borrowers in certain circumstances and who face a different Social-Security-and-Medicare claiming-age landscape — are not specifically over-sampled. Borrowers who have already retired and continue to owe Parent PLUS belong adjacent to RL-01 (RMD-stage retiree) with the wrinkle that Social Security benefits can be Treasury-offset for defaulted federal student loans up to the 15% statutory cap; that population is not specifically modeled. PLUS Loans made to graduate or professional students (Grad PLUS, 34 CFR §685.200(c)) are categorically distinct from Parent PLUS and are not represented here — those borrowers have full IDR access and PSLF eligibility on their own employment, so they typically appear in SL-01 or SL-02. Borrowers in default under collection are adjacent to S-02 (bankruptcy recovery) but Parent PLUS specifically requires Fresh Start rehabilitation rather than general workout.
Income and balance bands during v3 synthesis were anchored to Department of Education Federal Student Aid Parent PLUS portfolio statistics, NCES studies of parent borrowing for undergraduate education, and CFPB analysis of older-borrower student-loan distress. Median age (55) reflects the typical mid-career borrowing pattern when the child enters college and the parent draws on PLUS to fill the cost-of-attendance gap. Per CLAUDE.md §9 the v3 corpus is FROZEN — priors above describe synthesis intent rather than auditable distribution fits. Double-consolidation availability and SAVE-litigation effects on Parent PLUS holders are live policy state not pre-baked into the household records.
SL-01 is the borrower on their own debt working at a qualifying public-service employer. Use SL-01 when the borrower is the student and PSLF is the diagnostic.
SL-02 is the general IDR enrollee on their own debt with full SAVE / PAYE / IBR access. Use SL-02 when the borrower is the student and the long-horizon forgiveness path applies.
P-05 is the pre-retirement catch-up household. Some P-05 households are also Parent PLUS borrowers; reach for SL-03 when the Parent PLUS debt is the diagnostic surface.
R-01 is the corporate pre-retiree five years out. Use R-01 when the household is post-Parent-PLUS or never carried it, and the diagnostic is the retirement transition itself.
SL-03 — Parent PLUS Borrower represents parents who borrowed Direct PLUS Loans under 20 USC §1078-2 for a child's education, restricted to ICR among IDR plans without a double-consolidation workaround, and carrying significant education debt into their 50s and early 60s. It is the archetype for Parent-PLUS-only servicing logic, retirement-versus-debt trade-off modeling, and the inverted PSLF-on-parent-employer analysis.
The 11 shipped SL-03 households have a combined gross income median of $67,800 (25th–75th: $61,976–$74,502). Median net worth is $290,953 with $126,441 in liquid net worth — typical of mid-50s households with home equity but inadequate retirement balances for the time-to-retirement horizon.
Yes — the household debt profiles are consistent with Parent PLUS holders who could pursue double-consolidation to access non-ICR IDR plans. The Department of Education guidance state and any current restrictions on the loophole are policy overlays that products consuming the corpus should apply rather than rely on as pre-baked attributes.
SL-02 borrowers are on their own student loans with full SAVE / PAYE / IBR / ICR access. SL-03 borrowers owe Parent PLUS on a child's education and are restricted to ICR alone without the double-consolidation workaround — a categorically worse IDR experience and a key planning differentiator.
PSLF eligibility for Parent PLUS turns on the parent's employer, not the child's. A parent at a qualifying 501(c)(3) or government employer can pursue PSLF on Parent PLUS debt; this inverts the usual student-borrower analysis and is a recurring source of bugs in downstream PFM products.
No. The shipped v3 corpus is frozen and not regenerable from current code (drift confirmed 2026-05-09). Improvements land in a future v4 release with per-archetype golden fixtures in CI.
Download households matching this archetype as part of a Wealth Data Set.
Browse Data Sets