Empty degrees and broken promises (op-ed draft)
Draft, 17 October 2026 (sources checked). Published as a private artifact at https://claude.ai/artifact/FCW9rD1a5PVqr5z5q3FR3P.
oped.html is the source of that page, and includes footnotes and working notes on recommendation 4.
| File | What it is |
|---|---|
oped.html |
The ~900-word submission version, with footnotes, working notes on college consolidation, and a pre-submission checklist |
queries.sql |
Every warehouse query behind a number in the piece |
oped-short.md |
The ~1,000-word short version (2 Nov 2026), Akshay’s text; four changes after Shriya’s review restored accountability and student funding; edited in a private Claude Doc recorded in oped-short.doc.json. Deliberately not linked or published here until a paper has run it |
SOURCES.md |
Every cited source, with its archived copy in gs://avantifellows-research-sources/broken-promises-oped/ (Avanti accounts only) and SHA-256 |
Where the numbers come from
Section titled “Where the numbers come from”| Figure | Source |
|---|---|
| 31.5% of 25-29 year-olds hold a degree or diploma | PLFS CY2025 (query 3; also analysis/EDUCATION-FINDINGS.md) |
| ~1 in 4 general graduates in regular salaried work at 25-29; ~1 in 7 earn ₹25,000+ at 30-34 | PLFS CY2025 (query 1) |
| Pay growth: general ₹15,000 to ₹22,500, engineering ₹25,000 to ₹45,000, polytechnic ₹14,500 to ₹24,000 | PLFS 2018-19 vs CY2025 (query 2). These are two samples of the same age group, not the same people, and “after inflation” assumes 39% CPI growth |
| Chart positions: regular-job share and median pay at 30-34 | analysis/plfs/pathways/README.md, ages 30-34 table |
| 51.7 lakh BA/BSc/BCom (incl. honours, excl. B.Sc Nursing and B.Ed) of 77.8 lakh UG graduates; B.Tech/BE 8.2 lakh; generic diplomas 5.0 lakh | AISHE 2023-24 (query 4, corrected 17 Oct 2026 from 49 lakh) |
| 53,559 colleges; two in three founded since 2000; 6% of 2010s colleges hold a current NAAC grade | AISHE directory joined to the NAAC register (query 5) |
| State fragmentation table | AISHE directory and AISHE estimated enrolment (query 6) |
| 37% of Class 11-12 students coached; the richest fifth spend ~3x the poorest | CMS-E 2025 (query 7) |
| Diamond vs pyramid: courses 20/69/11%, jobs (ages 21-34) 14/17/68% | PLFS CY2025 (query 8) |
| Engineering 68%, polytechnic 55%, general 31% salaried at 30-34 (chart); trained vs untrained general graduates 52% vs 35% at 35-40 | analysis/plfs/pathways/sql/13_people_and_cohort_stability.sql (a) |
| 11.4% at 45-49; 65% of women graduates out of the labour force; AICTE diploma seats 49.3% vacant; NAS 79%; eng/med/poly 15% | queries 9-12 |
| Inflation 39% | Economic Survey Statistical Appendix Table 4.3, linked to calendar 2025 (see analysis/plfs/pathways/README.md ref 11) |
| Professor posts 56% vacant; student aid 3.9% of ₹55,727 cr; one in six colleges under 100 students | Standing Committee on Education 364th report para 3.14.8; Union Budget 2026-27 Demand No. 26; AISHE 2023-24 Box 4 |
Verification, 17 October 2026
Section titled “Verification, 17 October 2026”Every link was opened. Government originals replaced news copies wherever one exists: the Economic Survey 2024-25 for the graduate-mismatch figure (which NITI Aayog quotes; the draft had attributed it to NITI), NCERT’s PARAKH state report, the Lok Sabha and Rajya Sabha answers, the Standing Committee on Education’s 364th report, the AISHE 2023-24 report and the Union Budget. Every warehouse figure was re-run; all reproduce except two corrections: BA/BSc/BCom graduates are 51.7 lakh, not 49, and AICTE diploma vacancy is 49.3%, not 49.4%. Veracity and authenticity reviews were folded in: the “four graduates for every seat” ratio was dropped (its two shares have different bases), “costs a fraction of a degree” was cut (the repo’s own paper says the diploma can cost more), and the unsourced “clerical jobs that are disappearing” became NITI’s own wording on curricula.
Still on news sources only, with no government copy found: University of Madras vacancies (note 13), West Bengal seat fill (14), the Karnataka stipend range (16), and the 2024 all-board pass rate (8), whose ministry PDF went offline when its site moved. The checklist at the foot of oped.html lists what remains. oped-full.html is the older long draft and has not had these corrections.