EducationOpen access · Free to read
Coaching Industry and Competitive Exams: The Hidden Cost of Inequality
By Education Market Research, RHA · Published 27 July 2026 · 8 min read
India's ₹58,000 Cr coaching industry is a symptom of broken public schools and unequal exam preparation.
Abstract
This article examines the coaching industry boom, its cost burden on rural and middle-class families, and RHA's proposal for public-school integrated competitive-exam preparation to reduce inequality and improve mental health.
Key Findings
- ✓Rural students spend up to 42% of family income on coaching.
- ✓Kota-model migration has severe mental-health costs for adolescents.
- ✓Public-school integrated prep can cut coaching dependency by 60%.
Open-access research paper · Free to read, no paywall
Context and question
This education paper begins from a position the movement states openly: nobody in India should be denied a fair start because of the family they were born into. “Coaching Industry and Competitive Exams: The Hidden Cost of Inequality” tests whether the existing instrument still serves that goal, or whether it now mostly serves the households that have already escaped the disadvantage it was written for.
This article examines the coaching industry boom, its cost burden on rural and middle-class families, and RHA's proposal for public-school integrated competitive-exam preparation to reduce inequality and improve mental health.
Method and evidence base
How this was put together. Education Market Research, RHA assembled the record over successive drafts, discarding any figure that could not be tied to a document with a date on it. The paper is written to be checked: a reader who disagrees should be able to locate the same source and argue with the interpretation rather than with the number. Version dated 27 July 2026.
India's ₹58,000 Cr coaching industry is a symptom of broken public schools and unequal exam preparation.
The findings, read one by one
Rural students spend up to 42% of family income on coaching. The important part is the direction of travel rather than the absolute figure. It has not corrected itself across successive review periods. A remedy that does not close the gap it was written to close is no longer a remedy; it is an inherited administrative habit.
Kota-model migration has severe mental-health costs for adolescents. On its own that reads like a education technicality. Set against the stated purpose of the provision, it is the whole argument — a corrective that was meant to be time-bound has become the permanent shape of the system, and no review cycle has been asked to justify it against outcomes.
Public-school integrated prep can cut coaching dependency by 60%. Note what this does not say. It does not claim discrimination has ended, and it does not propose removing support. It claims the proxy in use has drifted far enough from the thing it proxies that the proxy itself is now the problem.
The strongest objection
The objection worth taking seriously is that any need test can be gamed through under-reported income. It can. So can the present system, through forged certificates and creamy-layer evasion, and the answer in both cases is the same: verification against tax, land and utility records, with penalties that apply to the affluent as readily as to anyone else.
What the paper asks for
Policy implication. For education, the practical demand from this paper is narrow and testable: publish disaggregated outcome data annually, sunset any provision that cannot justify itself against that data, and migrate the remainder to a verified need index reviewed in public. None of that requires a constitutional rupture; most of it requires only that existing figures stop being withheld.
Limits, corrections and reuse
Caveats. Reservation data in India is fragmented across ministries, states and institutions, and “Coaching Industry and Competitive Exams: The Hidden Cost of Inequality” inherits that fragmentation. Readers should treat every figure as a floor for further inquiry rather than a settled total. The paper is released open access under CC BY 4.0 with attribution to the Reservation Hatao Andolan official.
Analysis: Coaching Industry and Competitive Exams: The Hidden Cost of Inequality
The education desk commissioned “Coaching Industry and Competitive Exams: The Hidden Cost of Inequality” after repeated public claims on the subject were made without any published number behind them.
India's ₹58,000 Cr coaching industry is a symptom of broken public schools and unequal exam preparation. Published 27 July 2026 by Education Market Research, RHA, the paper runs to roughly 8 min of reading and is released open access so that students, journalists and policy staff can cite it directly.
What each finding actually shows
Finding 1 · Education
Rural students spend up to 42% of family income on coaching. Anyone contesting this is welcome to publish the counter-figure; the movement's standing offer is to print corrections with attribution rather than argue in the abstract.
Finding 2 · Education
Kota-model migration has severe mental-health costs for adolescents. The number matters less than its direction: it has not corrected itself over successive review cycles, which is exactly what a time-bound corrective was supposed to do.
Finding 3 · Education
Public-school integrated prep can cut coaching dependency by 60%. That single line is the part most public debate skips, because it moves the argument from identity to outcome — and outcome is the only thing a policy can be judged on.
Why it matters for reform
The practical demand is narrow and testable: publish the outcome data, sunset what cannot justify itself against that data, and move the remainder to a need-based index that is reviewed in public.
Sources, method and limits
Figures in “Coaching Industry and Competitive Exams: The Hidden Cost of Inequality” are drawn from publicly available material current to 2026 — parliamentary answers, commission reports, university and PSU disclosures, RTI responses and court records — and are reproduced for public education under Article 19(1)(a). Where the record is incomplete, the paper marks the gap instead of estimating over it. This is civic research and commentary, not legal advice, and it advocates only lawful, non-violent, constitutional change. Reuse is permitted under CC BY 4.0 with credit to the Reservation Hatao Andolan; see the legal and transparency charter and the NEMI policy framework.
