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Chapter 2: The Fork in the Road

On a Monday morning in June 2024, in the Jajpur district of Odisha, two boys walk to school. They are both six years old. They both live within three kilometres of each other. Their fathers both work — one as a clerk in the block development office earning Rs 22,000 a month, the other as a marginal farmer cultivating two acres of rain-fed paddy and supplementing with MGNREGA wages. The two boys were born in the same month of the same year, in the same sub-district hospital. They share a language, a culture, a sky.

The farmer’s son walks to the government primary school at the edge of the village. It is a concrete building with three rooms, two of which have functioning lights. There are eighty-seven students across five classes. There are two teachers. The medium of instruction is Odia. The textbooks are free, provided under Samagra Shiksha Abhiyan. The mid-day meal — rice and dal, sometimes an egg — will be the most reliable protein the boy eats today. His mother, who studied until Class 7, can help with his homework. His grandmother, who never attended school, tells him stories from the Mahabharata in the Odia she speaks with the particular cadence of northern Odisha. The school costs the family almost nothing. The boy will study in Odia for the next ten years.

The clerk’s son is dropped off by his father’s motorcycle at a building in the nearest town, four kilometres away. It is called Little Stars English Medium School. It operates from a converted two-storey house with a painted sign, plastic chairs, and a woman at the entrance gate who speaks to the children in English — haltingly, but in English. The monthly fee is Rs 1,500. The textbooks cost Rs 2,000 per year. The uniform costs Rs 1,200. The clerk’s family spends roughly Rs 22,000 annually on this school — one month’s entire salary. His wife, who studied in Odia-medium until Class 10, cannot help with the homework because it is in English. The grandmother cannot read the grandson’s textbook at all. But the clerk has watched. He has watched the children of the sub-divisional magistrate, the children of the doctor at the community health centre, the children of the engineer at the road construction office — every government servant with any aspiration sends their child to an English-medium school. The clerk did not make this decision from ideology. He made it from observation: the people who have what he wants for his son send their children to schools like this one.

The two boys are six. The fork has been taken. And like a 2% difference in compound annual returns — invisible in year one, trivially small in year five, an unbridgeable chasm by year thirty — the divergence between their trajectories will widen with every passing year until, by the time they are twenty-two, they will inhabit economic universes so different that the fact of their shared origin will seem like a statistical coincidence rather than a social indictment.

This chapter is about that fork.

The Compounding Fork

In investing, there is a concept so fundamental that it is the first thing taught and the last thing truly understood: compound interest. The principle is simple. The implications are not.

If two investors each start with Rs 1 lakh at age twenty-five, and one earns 10% annually while the other earns 12% annually, the difference at the end of year one is Rs 2,000. Negligible. At the end of year ten, it is Rs 56,000. Noticeable, but not life-changing. At the end of year thirty, the 10% investor has Rs 17.4 lakh. The 12% investor has Rs 30 lakh. A 2% annual difference — invisible at the start — has produced a 1.7x gap in terminal wealth. Extend it to forty years: the gap exceeds 2x. The mathematics of compounding are merciless. Small initial differences do not produce small terminal differences. They produce chasms.

Now apply this to human capital formation.

The Odia-medium boy and the English-medium boy diverge at age six. The initial difference is not enormous. One learns to read in the language his family speaks. The other learns to read in a language nobody in his house speaks fluently. One has a teacher for every forty students. The other has a teacher for every twenty-five students (budget schools) or every thirty students (the better ones). One has science explained in Odia, with experiments described in textbooks but rarely performed because the school has no laboratory. The other has science explained in English, with marginally better equipment because the fee revenue allows it.

Each year, the gap compounds. Not because the Odia-medium school is terrible and the English-medium school is excellent — the budget English-medium school is often mediocre, with underpaid teachers who themselves struggle with English. The gap compounds because each year of English-medium education deposits a small additional quantum of English vocabulary, English sentence structure, English comprehension, and English confidence into the child’s cognitive bank account. And like compound interest, each deposit builds on every previous one.

By Class 5, the English-medium child can read simple English sentences. The Odia-medium child has studied English as a second-language subject for two or three years and can identify letters and basic words. The gap is visible but not alarming.

By Class 8, the English-medium child can read English-language newspapers, follow YouTube tutorials in English, and access the entire English-language internet as a learning resource. The Odia-medium child can construct basic English sentences in the examination hall but cannot sustain a conversation. The gap is now structural.

By Class 10, the fork’s consequences crystallise. The English-medium child, if the family can afford it, sits in an Allen or Aakash coaching centre in Bhubaneswar, absorbing JEE or NEET preparation in English — the only language in which coaching materials, video lectures, and practice tests exist at scale. The Odia-medium child sits for the BSE Odisha examination, passes (the pass rate was 94.93% in 2025, a figure that measures attendance more than achievement), and enters a CHSE higher secondary school where the Arts or Commerce stream is the default because the Science stream requires English-language proficiency that BSE Odia-medium schools have not provided.

By Class 12, the English-medium child applies to engineering colleges, medical colleges, or central universities — all of which operate in English. The Odia-medium child applies to the local degree college, where instruction is nominally in Odia, where the library has not acquired a new book since the early 2000s, and where the BA or BCom degree leads to a government job application (if vacancies exist) or to the same uncertain future that a Class 10 pass would have provided.

By age twenty-two, the compound divergence is complete. The English-medium child, if the coaching investment pays off, is in an engineering college or a medical college, on a pathway to the IT sector, or government services, or the professional economy. The starting salary for a TCS or Infosys placement from a reasonable engineering college is Rs 3.5-6 lakh per year. Within a decade, with skill and luck, Rs 15-30 lakh per year in Bangalore or Hyderabad or abroad.

The Odia-medium child, with a BA from a district college, applies for Group D government posts at Rs 18,000 per month. Or teaches at a private school for Rs 5,000-8,000 per month — less than MGNREGA wages. Or migrates to Surat, to the powerloom corridor documented in The Other Odisha in Surat, joining the 500,000-800,000 Odias who build Gujarat’s textile economy because Odisha’s economy offers nothing at comparable wages.

A 2% difference in annual investment returns over thirty years produces a 2x gap in terminal wealth. The medium-of-instruction fork produces a 5-10x difference in earning potential over a working lifetime. [~70% confidence on the specific multiplier; the directional claim — that the gap is several-fold, not incremental — is supported at 90%+ confidence by consistent national data on English-medium vs. vernacular-medium earnings differentials, though no Odisha-specific longitudinal study exists.] And for roughly 73-78% of Odisha’s families — those whose children attend government Odia-medium schools because the alternative does not exist within their economic reach — the “choice” is no choice at all. The compounding fork was determined not by the child’s ability but by the family’s bank balance.

This is the most consequential investment decision an Odia family makes. And most families cannot make it.

Two Systems, One State

Odisha operates approximately 61,565 schools as of 2024-25. The division is stark:

Government schools: roughly 45,000-48,000 (73-78% of total), comprising state government schools, local body schools, and centrally-funded institutions such as Kendriya Vidyalayas, Navodaya Vidyalayas, and Odisha Adarsha Vidyalayas. Almost all operate in Odia medium.
Government-aided schools: roughly 3,000-4,000 (5-7%). Mostly Odia medium.
Private unaided schools: roughly 10,000-13,000 (16-21%). Almost all operate in English medium, affiliated with CBSE, ICSE, or the state board but choosing English as the medium of instruction.

The near-perfect correlation between management type and language medium is the structural fissure. Government schools teach in Odia. Private schools teach in English. The exceptions — 314 Odisha Adarsha Vidyalayas that are government-run but English-medium CBSE, and a handful of elite Odia-medium schools that no longer materially exist — prove the rule by their rarity.

The enrollment trend is unambiguous. Nationally, private school enrollment rose from 8.42 crore in 2022-23 to 9.59 crore in 2024-25, now accounting for 39% of total enrollment. Government school enrollment fell from 13.62 crore to 12.16 crore in the same period. Odisha follows the national pattern: total enrollment fell by 1.13 lakh in 2024-25, with a dropout rate rising from 12% to 15% after three years of improvement. The sharpest increase was in Classes IX-X, where nearly 15% of students left the system.

The transition cliff tells the story most brutally. In 2020-21, 6.86 lakh students sat for the Class 10 BSE examination. In 2021-22, only 3.43 lakh transited to Class 11. A 49.9% drop. Half of all students who complete Class 10 in Odisha do not enter Class 11. This is not a dropout. It is a system that loses half its participants at the exact moment when education would begin to compound into something transformative.

The parallels to investing are precise. An investor who withdraws capital at the midpoint of a thirty-year compounding cycle does not lose half the returns. They lose the majority, because the exponential gains load toward the end. A student who exits the education system after Class 10 does not receive half the benefit of a Class 12 education. They receive a fraction, because the returns to education compound nonlinearly — the last years of schooling and the first years of higher education generate a disproportionate share of the lifetime earnings premium.

The Fee Staircase and the Three Tiers

The education market in Odisha operates in three tiers, and the tiers map to three economic classes with an accuracy that a credit scoring algorithm would envy.

Tier 1: Government Odia-medium schools. Free.

No tuition fees. Free textbooks. Mid-day meals provided. Additional costs — uniforms, stationery, transport — are estimated at Rs 500-2,000 per year for most families. This is the school that serves the majority: agricultural households, tribal communities, the urban poor, and anyone who cannot afford the alternative. Quality varies from adequate (some urban government schools are well-staffed) to catastrophic (rural schools where a single teacher handles five classes, where the building leaks, where the English teacher position has been vacant for three years).

Tier 2: Budget English-medium private schools. Rs 500-3,000 per month.

This is the fastest-growing segment and the most important for understanding the social transformation underway. These are the schools the aspirational lower-middle class stretches to afford — the clerk, the primary school teacher, the small shopkeeper, the auto driver who earns Rs 15,000-20,000 a month and spends Rs 1,500-2,000 of it on the child’s school fee because the alternative is the government school down the road, and the government school is where the future goes to die.

These schools typically operate from converted residential buildings. The playground is the road outside. The laboratory is a poster on the wall. The teachers are paid Rs 3,000-8,000 per month — less than MGNREGA wages in many cases, which means the people teaching English to the children of the aspiring class are themselves often inadequately trained in English. A 2025 Frontiers in Education study on teacher education institutes in Odisha found that 82.9% of trainee-teachers reported language-related difficulties, that English texts are “frequently explained in Odia” in English classes, and that most teachers “struggle to effectively teach English grammar, pronunciation, and vocabulary.” The budget English-medium school delivers not English-medium education but the appearance of English-medium education — and for many families, the appearance is sufficient, because the alternative offers neither the substance nor the appearance.

Odisha does not have a dedicated private school fee regulation act, unlike Tamil Nadu or Karnataka. Fee increases are largely unregulated. The market sets the price, and the market knows the desperation of the buyer.

Tier 3: Premium English-medium schools. Rs 5,000-20,000+ per month.

Concentrated in Bhubaneswar and Cuttack. DAV Public School (established 1989, 3,200 students, 180 faculty). Delhi Public School Kalinga (since 2003, 25-acre campus). KIIT International School (ranked among India’s top ten residential schools). SAI International. ODM Public School. Annual fees at these institutions can exceed Rs 1-2.5 lakh — a figure that exceeds the annual per capita income of most Odisha districts.

These schools produce the students who appear in JEE and NEET toppers lists, who win Olympiad medals, who are interviewed on news channels with “Odisha boy secures AIR…” headlines. They are excellent schools. They are also as accessible to the Nabarangpur farmer’s son as Harvard is to the Nabarangpur farmer’s son. The median annual household income in tribal districts of Odisha is roughly Rs 60,000-80,000. A year’s fee at KIIT International exceeds the household’s total income.

The three tiers produce three classes. And the three classes reproduce themselves across generations.

The Language Paradox: Identity Maker, Economic Handicap

Here is the foundational irony.

On 1 April 1936, Odisha became the first state in British India formed on a linguistic basis — predating India’s independence by eleven years and the States Reorganisation Act of 1956 by twenty years. The movement for a separate Odia-speaking province was, at its core, a language movement. The British had fragmented Odia-speaking areas across Bengal, Madras, and the Central Provinces. Bengali administrators were systematically replacing Odia with Bengali in schools and courts. Telugu administrators were doing the same in Ganjam. Hindi was pushing into Sambalpur. The language was under threat from three directions simultaneously.

The Utkal Sammilani, formed in 1903 under Madhusudan Das, existed to unite all Odia-speaking regions under one administration. Fakir Mohan Senapati wrote Chha Mana Atha Guntha — the first Odia novel, the first Indian novel to critique colonialism from the perspective of the rural poor — partly to prove that Odia was a language capable of producing literature, and therefore a language that designated a real people who deserved a real province. As documented in The Churning Fire: The Language That Rebuilds, the word “Odia” itself functioned as cognitive technology — the interface through which scattered populations could make a political claim. The province was literally named after the language. The language created the province.

In 2014, the Government of India granted Odia the status of a Classical Language — the sixth to be so recognised, the only Indo-Aryan language besides Sanskrit to receive this honour. The recognition was based on a literary tradition spanning over a thousand years, including the Sarala Mahabharata (fifteenth century), the Panchasakha devotional corpus, Fakir Mohan Senapati’s pioneering fiction, and four Jnanpith Award winners: Gopinath Mohanty, Sitakant Mahapatra, Pratibha Ray, and the tradition they represent.

This is a language that justified the existence of a state. A language with classical designation. A language with a literary tradition that includes some of the most sophisticated social criticism in Indian literature.

It is also, in 2026, a language that limits your life chances if it is the only medium in which you were educated.

The irony cuts deeper than for most Indian regional languages because of the foundational claim. Tamil Nadu exists because of Tamil, and Tamil remains economically powerful — the Dravidian movement turned English into an ally against Hindi rather than an enemy of Tamil. Kerala exists as a Malayalam-speaking state, but Kerala invested so heavily in public education quality that Malayalam-medium schools are not automatic markers of lower status. Odisha exists because of Odia, and Odia is becoming the language of the left-behind.

The progression is almost cinematic in its cruelty. Madhusudan Das, Fakir Mohan Senapati, and Gopabandhu Das fought for decades to establish that Odia was a language with a people who deserved a province. Their grandchildren and great-grandchildren, having secured the province, now choose to educate their own children in the language of the colonisers who once tried to eliminate Odia. Not out of cultural betrayal. Out of economic rationality. The job market does not reward Odia. The competitive exams do not test in Odia (or when they offer Odia as an option, the coaching materials, the preparation ecosystem, and the reference literature all exist in English). The IT sector operates in English. The internet operates in English. The professional world that represents escape from agricultural subsistence operates in English.

The parent who sends their child to an English-medium school is not rejecting Odia identity. They are making a bet — correctly, based on all available evidence — that English-medium education produces better economic outcomes. They are doing what any rational investor does when presented with two assets: choosing the one with the higher expected return. That the asset they are not choosing is the linguistic foundation of their own existence as a political community is a tragedy that no individual parent can resolve.

The Transition Shock

The most devastating consequence of the medium divide strikes at the point of transition — when an Odia-medium student enters the English-medium world of higher education.

Consider the journey. A student has spent ten years in an Odia-medium government school. They have learned science in Odia, mathematics in Odia, history and geography in Odia. Their English exposure was limited to the English-as-a-second-language class, where — per the Frontiers study — the English textbook was itself “frequently explained in Odia.” Only 22.9% of Class V students in government schools can read English sentences, according to ASER data. By Class VIII, only 46.9% can do so. The student has passed their examinations. They may have performed well. They are intelligent, motivated, capable.

Now they enter an engineering college, or a medical college, or even a state university’s science department. All instruction is in English. All textbooks are in English. All laboratory manuals are in English. All examination answers are expected in English. The student must simultaneously learn the content and the language of instruction. It is as though an investor were asked to analyse a foreign stock market while simultaneously learning the language in which the annual reports are written. The informational disadvantage is compounded by the processing disadvantage.

No systematic data exists on dropout rates by medium background in Odisha’s engineering colleges. But anecdotal evidence from NIT Rourkela and state engineering colleges suggests that Odia-medium students take significantly longer to adjust and are more likely to struggle in the first year. The struggle is not intellectual — it is linguistic. They understand the concept when explained in Odia. They cannot access the concept when presented in English. The textbook is a wall, not a window.

The UPSC data makes the structural barrier explicit. In 2015, of 350 trainees who passed the civil services examination, 329 passed in English. Only 15 passed in Hindi. Other regional languages, including Odia, were in single digits. In 2016, of 377 trainees, 350 passed in English. Approximately 80-85% of successful UPSC candidates use English medium. The examination that selects the people who govern India — including the IAS officers who govern Odisha — operates functionally as an English-medium filter.

The consequence: the people who administer the state created for Odia speakers increasingly come from English-medium backgrounds. The language of governance in Odisha is not Odia, despite the Odisha Official Language Act of 1954 mandating Odia for all official purposes. As a 2026 analysis in Odisha Plus noted, the act “stopped short of creating robust enforcement mechanisms, with no clear penalties for non-compliance, no sustained training infrastructure, and no accountability framework.” The gap between the law and the practice is a familiar feature of Indian governance. But in Odisha it carries a particular irony: the state that exists because of its language cannot get its own bureaucracy to function in that language.

The Coaching Economy: The Shadow System

If the medium-of-instruction divide is the fork, the coaching economy is the toll road that only some travellers can afford.

India’s coaching institute market reached an estimated Rs 50,000-60,000 crore in 2024-25 and is projected to exceed Rs 1.5 lakh crore by 2030. Approximately 7.1 crore Indian students attend some form of private coaching. The National Sample Survey’s 80th round (2025) found that 27% of all students in India are enrolled in private coaching — 30.7% in urban areas, 25.5% in rural areas. Households spend 13.53% of their total education expenditure on coaching and tutoring, up from 11.87% in 2011-12.

The existence of a Rs 50,000-60,000 crore coaching industry is, by itself, the most devastating indictment of India’s formal education system. If schools were adequately preparing students for the examinations that determine access to higher education and professional careers, this industry would not exist at this scale. The coaching industry is not a supplement. It is a parallel system that has, in large parts of India, effectively replaced formal education. Students enroll in “dummy schools” — paying Rs 60,000 to Rs 2.5 lakh per year merely for enrollment papers and examination hall access — while spending their actual time at coaching centres.

Bhubaneswar has become the coaching hub of Odisha. Every major national chain has arrived: Allen Career Institute (revenue Rs 3,310 crore, valued at Rs 15,000 crore), Aakash (multiple Bhubaneswar centres), FIITJEE (present since the early 2000s), Sri Chaitanya, Narayana, Physics Wallah. Alongside them, local institutes like IIG Academy and integrated programmes like ODM Public School’s tie-up with Allen. Odisha has 160+ coaching institutes offering JEE and NEET preparation.

The economics for an Odia family are brutal. The typical coaching investment trajectory:

Stage	Annual Cost (Rs)
Class 6-8 Foundation	25,000 - 75,000
Class 9-10 Pre-Foundation	50,000 - 1,25,000
Class 11-12 Target Batch	1,00,000 - 2,50,000
Dropper Year (if needed)	1,00,000 - 2,00,000

Total coaching spend over five to seven years: Rs 3-8 lakh. This does not include the private CBSE school fees (Rs 40,000-2,00,000 per year) that are the prerequisite for entering the coaching pipeline, since coaching operates entirely in English on NCERT-aligned syllabi.

For the family that cannot afford Bhubaneswar, there is Kota — the coaching capital of India, where 85,000-250,000 students converge annually. For an Odisha family sending a child to Kota, the annual outlay including coaching, hostel, food, books, and travel ranges from Rs 2.7 lakh to Rs 5.6 lakh. A two-year JEE/NEET preparation cycle costs Rs 5.5-11 lakh.

Now compare these costs to Odisha’s median incomes. An Odisha state government employee starts at Rs 18,000 per month (Pay Level 1). A mid-career government employee takes home Rs 35,000-50,000 per month, or Rs 4.2-6 lakh per year. A single year of coaching at a national chain — Rs 1-2.5 lakh — consumes 17-60% of annual income. Two years at Kota consumes 90-260% of annual income. For a family earning Rs 5 lakh per year, spending Rs 2 lakh on coaching for one child means 40% of income goes to a single child’s exam preparation. If there are two children, the mathematics becomes impossible.

And this is the government employee family — the aspirational middle class, the people who already have steady income. For the marginal farmer earning Rs 60,000-80,000 per year, coaching does not exist as an option. It is like asking whether they prefer the 10% or the 12% investment return: they have no capital to invest.

What Coaching Reveals

The coaching economy is not merely an economic phenomenon. It is a diagnostic tool. It tells you, with the precision of a stress test applied to a financial system, exactly where the formal system is failing.

First, it reveals the curriculum mismatch. Competitive examinations — JEE Main/Advanced, NEET, UPSC — test conceptual depth, problem-solving speed, and application. School curricula, particularly BSE Odisha’s state board curriculum, cover the syllabus but rarely develop these capacities. Coaching institutes fill this gap by providing their own study materials, test series, and problem banks that go “far beyond the NCERT framework, creating a black-market curriculum where test performance, not knowledge, is king.” This creates a three-tier system: state board students who are effectively locked out of competitive exam success, CBSE students who have a better foundation but still need coaching, and coaching-plus-CBSE students who are the only cohort with a realistic chance at top-tier results.

Second, it reveals the teacher quality drain. A government school teacher in Odisha starts at Rs 18,000 per month. A coaching faculty member at Resonance starts at Rs 40,000 per month. After five years, the coaching teacher earns Rs 17-20 lakh per annum. After ten years, Rs 40+ lakh. “Star” teachers at top institutes earn Rs 3-4 crore per annum. Resonance alone employs 200 faculty members, 70 of whom are IIT graduates. No government school system in Odisha can attract IIT graduates to teach high school physics at Rs 2-5 lakh per year. The best teachers go to coaching. The students who need the best teachers most — those in government schools — get whoever is left. The coaching economy is a talent extraction machine, and what it extracts is teaching talent from the formal system.

Third, it reveals the geography of extraction. This pattern is structurally identical to the mineral extraction pattern documented in The Missing Middle. Just as Odisha’s iron ore leaves the state for processing elsewhere, Odisha’s students leave for Kota, Hyderabad, and Delhi for “value addition” (coaching). The economic value generated by coaching — teacher salaries, infrastructure, support services — is captured in Bhubaneswar at best, and in Kota or Hyderabad at worst. Rural Odisha, which produces the students and the aspiration, captures none of this value.

And the extraction does not end with coaching. The pipeline is sequential: the coaching investment, if successful, sends the child to an IIT in Tamil Nadu or an NIT in Karnataka, then to a job in Bangalore or abroad. The family’s investment generates lifetime returns that accrue entirely outside Odisha. The coaching economy is a critical node in the brain drain pipeline documented in The Skilled Departure. Parental sacrifice (labor migration, remittances, debt) is converted into coaching fees, which are converted into competitive exam success, which is converted into permanent departure. The money flows inward as remittances, then outward as coaching fees to national chains, then outward again as the trained child builds a career elsewhere. At no point does the value stay.

The Aspiration Arms Race

There is a dynamic in the coaching economy that any investor would recognise immediately: the arms race.

When coaching was rare — the 1990s, the early 2000s — a student who attended coaching gained a genuine competitive advantage. The few thousand students in Kota were competing against lakhs who had only their school education. The return on coaching investment was high because few were making it.

As coaching became widespread, the advantage shifted. By 2024, with 7.1 crore students in coaching nationally, the question was no longer whether to invest in coaching but how much. Foundation courses starting in Class 6. Pre-foundation in Class 9. Two-year target batches. Dropper years. Each escalation was individually rational — if everyone else is starting coaching in Class 9, starting in Class 6 provides an edge. But collectively, the escalation is irrational: everyone spends more, the competitive threshold rises, and the relative outcomes remain determined by the same socioeconomic factors that determined them before coaching existed.

This is the classic arms race trap. In game theory, it is the situation where each player’s individually rational escalation produces a collectively suboptimal outcome. Every family spending Rs 2 lakh on coaching makes it necessary for every other family to spend Rs 2 lakh, because the exam curve adjusts upward. The families that cannot afford the escalation — the 73-78% in government Odia-medium schools — fall further behind with each cycle. The arms race does not create opportunity. It inflates the cost of accessing opportunity, and the inflation is funded entirely by families.

The only winners are the coaching institutes. Allen’s revenue: Rs 3,310 crore. Physics Wallah’s revenue: Rs 3,040 crore. Physics Wallah’s valuation: $2.8 billion. These are not educational institutions. They are corporations that profit from the gap between what schools deliver and what exams demand. The gap is the product. The larger the gap, the larger the market.

Who Goes Where: The Stratification Machine

The medium of instruction functions as a class sorting mechanism with an efficiency that would impress any financial engineer designing a screening algorithm. The sorting operates through a cascade of correlations:

Economic class determines school medium. Families earning above Rs 15,000-20,000 per month in Odisha’s semi-urban areas are the frontier where the switch from Odia-medium to English-medium occurs. Below this threshold, the government school is the only option. Above it, the family stretches for the Rs 1,500-3,000 budget English-medium school. Well above it — the professional class, the senior government employees, the business owners — the premium Bhubaneswar schools are the default.

Caste correlates with economic class, which determines school medium. Upper-caste families in Odisha — Brahmins, Karans, Khandayats with economic means — were the first to shift to English-medium education, beginning in the 1980s-1990s. OBC families followed a generation later. SC families are the most recent entrants, and the least likely to have access. ST families — 22.8% of the state population, concentrated in remote districts where no private English-medium school exists within accessible distance — are almost entirely in Odia-medium or MLE (Multilingual Education) schools.

Geography reinforces both. Urban Odisha has dense concentration of English-medium schools. In Bhubaneswar alone, dozens of CBSE/ICSE schools compete for enrollment. Semi-urban district headquarters — Balasore, Baripada, Koraput, Angul — have a growing number of budget English-medium schools; this is the frontier of the transition. Rural Odisha is overwhelmingly Odia-medium. The districts with the lowest literacy — Nabarangpur (43.9% rural), Malkangiri, Koraput, Rayagada — are also the most tribal, most rural, and most exclusively served by Odia-medium schools. The geography of the medium divide is the geography of Odisha’s inequality.

The result is a two-track system that produces two migration streams, as documented across the Leaving series:

English-medium track: School -> CBSE -> Coaching -> Engineering/Medical college -> IT sector/professional career -> Bangalore/Hyderabad/abroad (the skilled departure)
Odia-medium track: School -> BSE -> Degree college -> BA/BCom -> Limited employment -> Local market or migrate for manual labor (the dadan road, the Surat corridor)

The medium of instruction does not merely correlate with the two migration streams. It produces them. It is the sorting algorithm that determines which stream a child enters at age six.

There is a telling irony that captures the system’s pathology better than any data point: government school teachers in Odisha frequently send their own children to private English-medium schools. The very people responsible for delivering Odia-medium public education have concluded, through daily observation, that the system they serve cannot educate their own children. This is not hypocrisy. It is the most honest assessment of the system available — made by the people who know it most intimately, with their own children’s futures as the stakes.

The Tribal Triple Barrier

For Odisha’s 62 tribal communities — 9.59 million people, 22.8% of the state population — the language fork is not a fork at all. It is a wall.

The tribal child faces a triple language transition that no other population in the state confronts. First, from mother tongue (one of 21+ tribal languages) to Odia. Second, from Odia to English. Each transition imposes a cognitive load, a cultural dislocation, and a period of reduced comprehension during which learning capacity is diminished.

The MLE (Multilingual Education) programme, operating since 2007 in 21 tribal languages across 2,250 schools, addresses the first transition. And it has worked — dropout rates in MLE schools fell from 37.07% in 2005-06 to 3.38% in 2012-13, and reportedly to near-zero at the primary level by 2021. This is a genuine achievement. But the MLE programme delivers children into the Odia-medium pipeline, which itself leads to diminished economic opportunity compared to the English-medium track. The programme solves the dropout problem without solving the stratification problem. The child stays in school. The school leads to a narrower future.

The geographic isolation compounds everything. Most tribal areas have no private English-medium school within accessible distance. The 314 Odisha Adarsha Vidyalayas — one per block, CBSE-affiliated, English-medium, fully residential, free of charge, with 50% seats reserved for girls — are the primary pathway for rural and tribal children to access English-medium education. But 314 schools serving roughly 1 lakh students in a state with over 80 lakh school-age children means OAVs reach approximately 1.3% of the student population. The intervention is meaningful. It is also microscopic relative to the need.

And the OAV model, by its very design, reveals the state’s implicit concession: that Odia-medium education alone is insufficient for equal opportunity. The state is building a parallel English-medium system — excellent, free, equitable in admission — because it has concluded that its mainstream Odia-medium system cannot provide what its citizens need. The OAV is not a reform of the system. It is an admission that the system is beyond reform.

The Family Divided by Language

The shift from Odia-medium to English-medium education is not merely an educational policy question. It is a social transformation that cleaves families along generational lines, producing a linguistic equivalent of what the SeeUtkal series on Women’s Odisha documented as a phase transition — but one that operates through language rather than literacy.

In millions of Odisha households, three generations coexist in a house where the language of education shifts with each generation. The grandmother, educated (if at all) in Odia, carries the oral traditions — the stories from the Sarala Mahabharata, the Odia Bhagavata that was a household scripture for centuries, the folk songs and lullabies known as Nanabaya geetas. The parent, educated in Odia-medium through Class 10 or 12, can read Odia newspapers, follow Odia news, engage with the Odia literary tradition that includes Gopinath Mohanty and Pratibha Ray. The child, enrolled in an English-medium school, reads textbooks in a language the grandmother cannot decipher and the parent can barely follow.

The grandmother’s literacy — hard-won, perhaps first-generation, achieved against the odds documented in the Women’s Odisha series where female literacy rose from 2.5% in 1951 to 64% by 2011 — is rendered invisible when the grandchild’s homework is in English. The parent who invested a month’s salary in English-medium school fees cannot help with the child’s science project because it is in a language the parent never studied in. The child begins to inhabit an intellectual universe that is linguistically inaccessible to the family that sacrificed to provide it.

This is not the elimination of Odia. The child still speaks Odia at home, eats Odia food, celebrates Raja Parba and Kumar Purnima. But a subtle and consequential shift occurs: Odia becomes the language of home, food, festival, and emotion. English becomes the language of knowledge, ambition, career, and the future. The languages are assigned different domains, and the domains are not equal. The domain of the future outranks the domain of the past. Over two or three generations, this hierarchy hollows out the language’s capacity to carry intellectual weight. A language that is spoken but not thought in, felt but not analysed in, loved but not studied in, gradually loses the constituency that could maintain its literary and intellectual tradition.

As a 2024 essay in Local Samosa noted, in 1869 “a writer named Gourishankar Roy lamented the state of the Odia language and the cultural indifference that threatened its future — concerns that editors noted over a century and a half later remained entirely relevant.”

The Odia literary tradition — Sarala Das in the fifteenth century, Jagannath Das whose Odia Bhagavata was read in daily devotion for centuries, the Panchasakha poets, Fakir Mohan Senapati who invented modern Odia prose fiction with Rebati (1898), Gopinath Mohanty who won the Jnanpith in 1973, Pratibha Ray who won it in 2011 — is accessible primarily to those literate in Odia. An English-medium-educated Odia who never develops reading fluency in Odia is cut off from this tradition except through translation. And translation of Odia literature into English is sparse. The classical language designation of 2014 brought eligibility for research funding and a Centre of Excellence at Utkal University. It did not bring readers.

The NEP Promise and the Ground Reality

The National Education Policy 2020 recommends mother-tongue instruction until at least Grade 5, preferably until Grade 8. UNESCO research is unambiguous: children learn better in their mother tongue, especially in the early years. In Africa, children taught in a familiar language were 30% more likely to read with understanding by the end of primary school. Multilingual education boosts classroom participation, improves retention, and encourages family involvement.

The pedagogical case for Odia-medium education is airtight. The economic case against it is equally airtight. This is the bind.

NEP 2020’s recommendation aligns with what Odisha’s government schools already do. But the policy does not address the downstream consequence: that Odia-medium education, however pedagogically sound in the early years, channels students into a pipeline that narrows their economic options at every subsequent stage. The mother-tongue instruction is correct for learning. The labour market reward for English proficiency is also correct, in its own domain. The two truths coexist, and no policy has resolved the contradiction.

For Odisha’s tribal children, the NEP provision creates an additional practical challenge: teaching in 21+ tribal languages requires trained teachers in each language, which Odisha has never been able to provide at sufficient scale. The 2,250 MLE schools are a fraction of tribal-area schools. A recent Odisha government announcement of 15,000+ teacher positions includes MLE teachers, but the pipeline from announcement to filled classroom in a remote tribal block is measured in years, not months.

The 84% of teachers who support mother-tongue instruction until Grade 8, according to survey data, and the 86% of parents who support learning three languages, are not in contradiction. Both groups want what is best. But “best” in the pedagogical sense (Odia-medium instruction for foundational learning) and “best” in the economic sense (English proficiency for career access) point in different directions, and no institution — not the NEP, not the state education department, not the market — has built the bridge.

What Kerala Did, What Tamil Nadu Did, What Odisha Has Not Done

The binary between mother tongue and English is not inevitable. Other states have proven this.

Kerala achieved near-universal literacy (96.2% by 2011) partly through promoting Malayalam as the medium of instruction. Government schools in Malayalam are not automatically low-prestige — the state invested so heavily in public education quality that the government school is not a signal of poverty. Malayalam-medium graduates compete nationally and internationally because the state built English proficiency alongside Malayalam pride, not instead of it. The publishing industry in Malayalam is robust. The cinema is vibrant. The literary culture is active. And yet 71% of surveyed participants in Kerala advocate for conducting higher education entirely in English — pragmatic acceptance of English for professional purposes without abandoning Malayalam for cultural and foundational purposes.

Tamil Nadu took a different path. The anti-Hindi agitations of 1937 and 1965 led to the two-language formula: Tamil + English, explicitly rejecting Hindi. The Dravidian movement embraced English as a tool of anti-Hindi resistance, giving English a positive political valence rather than a colonial-oppressor valence. Tamil Nadu has both high Tamil cultural pride and high English proficiency, with literacy exceeding 90%. Crucially, its government schools are significantly better-resourced than most other states — 35 of the top 100 NIRF-ranked colleges are in Tamil Nadu. The mid-day meal scheme that reduces dropout originated in Madras in 1920. A century of institutional investment in public education reduced coaching dependency because the formal system actually works.

What Odisha has not done: It has not built Kerala-style public school quality that makes the government school non-stigmatic. It has not developed Tamil Nadu-style political language politics that made English an ally rather than a replacement. It has not created a bilingual model where children develop strong Odia literacy alongside English proficiency. Instead, it has allowed a binary market to form: free-but-Odia-medium-but-inadequate on one side, paid-English-medium-and-sometimes-barely-better on the other.

The structural differences are real. Kerala’s literacy rates were already higher at independence. Tamil Nadu’s political culture placed education at the centre of state policy for decades before other states followed. Odisha’s geography is more dispersed, its tribal population larger, its economic base narrower. But the comparisons prove that the medium-of-instruction binary is not a law of nature. It is a policy failure — one that compounds across generations, just as investment returns compound across decades.

[~40-50% confidence that an Odisha-Kerala convergence is achievable within a generation, given the absence of the structural preconditions — strong public education culture, political centralisation of education as a priority, economic base to fund sustained investment. The directional claim — that the binary is not inevitable — is supported at high confidence by the Kerala and Tamil Nadu examples.]

The Digital Possibility and Its Limits

The most promising development for bridging the language divide is technology.

Google added Odia to Google Translate in February 2020. Bhashini — India’s national language translation mission, launched in 2022 — provides AI-powered automatic speech recognition, machine translation, and text-to-speech for all 22 scheduled languages including Odia. IndicTrans2, released in 2024 by AI4Bharat, performs better than many global models for Indian languages. IITs are testing live speech-to-speech translation of English lectures into 11 Indian languages.

The promise: real-time translation could allow an Odia-medium student to access English-language lectures, research papers, and course materials in Odia. This would decouple the medium of instruction from the medium of knowledge access. A student who learns science in Odia but can read English textbooks through AI translation would not face the transition shock that currently devastates Odia-medium students entering English-medium higher education.

The limitation: translation quality for technical content in Odia remains inadequate. The Odia Wikipedia has approximately 15,858 articles compared to Hindi’s 160,000+, Tamil’s 150,000+, and Bengali’s 140,000+. Almost all Odia-language newspaper content is in non-Unicode or proprietary encoding systems, invisible to search engines and AI models. The digital Odia ecosystem is among the thinnest of any major Indian language.

More fundamentally, AI translation addresses the comprehension barrier but not the production barrier. A student may understand English content via Odia translation, but the professional world still requires the ability to write, speak, and think in English. The technology is a bridge, not a destination. It can reduce the penalty of Odia-medium education. It cannot eliminate the penalty so long as professional India operates in English.

[~50-60% confidence that AI translation will meaningfully reduce the medium-of-instruction penalty within ten years. The technology exists. Implementation quality for Odia, adoption in classrooms, and the production-barrier problem are significant uncertainties.]

The Reproduction Mechanism

Stand back far enough, and the architecture of class reproduction becomes visible.

The medium-of-instruction fork operates as a self-reinforcing loop:

Families with economic resources send children to English-medium schools.
English-medium education provides access to coaching, competitive exams, professional careers, and higher incomes.
Higher incomes allow the next generation to send their children to English-medium schools.
Families without economic resources send children to Odia-medium schools.
Odia-medium education channels students toward limited employment, local markets, or labor migration.
Limited employment and labor migration do not generate the surplus needed to send the next generation to English-medium schools.

The loop is not unbreakable. Individual exceptions exist — the brilliant Odia-medium student who cracks an OAV entrance exam, or wins a scholarship, or encounters a teacher who changes everything. These exceptions are celebrated precisely because they are exceptions. The system’s default output is reproduction: the class position of the parent predicts the medium of instruction of the child, which predicts the economic outcome of the child, which predicts the class position the child will occupy as a parent. The cycle takes one generation to complete and has been running for approximately two to three generations in Odisha — since the 1980s-1990s, when the first significant wave of families shifted to English-medium education.

In investing, this is called a “moat” — the structural feature that protects a competitive position from erosion. The English-educated class in Odisha has a moat. Their children start with English fluency. Their social networks include other English-educated families. Their knowledge of the coaching system, the competitive exam ecosystem, and the professional world is itself a form of capital — what Pierre Bourdieu called “cultural capital,” the knowledge and dispositions that enable one to navigate institutions designed by and for people like oneself.

The Odia-medium student has no moat. Their parents do not know which coaching institute to choose, when to start preparation, which exam to target. Their social networks include other families in the same information desert. The “merit” displayed in competitive exam results is, in Bourdieu’s framework, what he called “symbolic violence” — the process by which class-based inequality is perceived as the natural outcome of individual talent, rather than the product of an unequal structure. When an upper-middle-class urban student outperforms a rural tribal student on JEE, the system credits merit. The actual differentiator was the Rs 10 lakh coaching investment, the CBSE school, the English-medium instruction, and the social network that informed every decision along the way.

The system works. Not for students. Not for Odisha. It works for the reproduction of class.

The School Closure Spiral

The consequences of the medium fork extend beyond individual families. They reshape the landscape itself.

Since 2013, approximately 10,000 government schools in Odisha have been closed or merged — 5,632 in the past five years, 4,589 between 2019-2024 alone. The government identified 14,000 schools with 20 or fewer students and initiated a merger process. Roughly 7,700 elementary and secondary schools were targeted in the first phase; approximately 900 had already been shut before the High Court intervened to block some mergers.

The logic is administrative: a school with 15 students cannot justify two teachers. Merge it with a school 5 kilometres away. Efficient.

The reality is a death spiral. The enrollment in government schools is low because parents are withdrawing children to English-medium alternatives. The government responds by closing the schools with the lowest enrollment. This forces remaining students to travel farther — or drop out. The school closure pushes more families to consider the English-medium school in the nearest town, however unaffordable, because the government school no longer exists. The enrollment at remaining government schools falls further, triggering more closures.

Who is affected most? Tribal children. Schools in remote tribal areas — the very places where Odia-medium or MLE instruction was most needed — were disproportionately targeted because they had the lowest enrollment. The closure forced children to walk longer distances or drop out entirely. The policy response to the symptom (low enrollment) accelerated the underlying condition (flight from government schools). Following the 2024 change of government, the new administration announced plans to reopen previously closed schools — an acknowledgment, however belated, that closure was the wrong medicine.

The spiral is another instance of compounding working in the wrong direction. Each closure reduces the viability of the government school system, which reduces enrollment, which triggers more closures. The compound rate is negative. And unlike a financial loss that affects only capital, this loss affects human beings — children who lose access to the only school within walking distance, in districts where the alternative does not exist.

The Bet

Every family that sends a child to a coaching centre is making a bet. The terms of the bet are specific and the odds are documented.

In 2024, approximately 20 lakh students took JEE Main. Roughly 50,000 secured admission to a quality engineering institution. The success rate: 2.5%. For IIT specifically (roughly 17,000 seats), the success rate: 0.85%. For NEET, 32,617 Odisha candidates qualified in 2024, competing for approximately 950 MBBS and 150 BDS state-quota seats — a 30:1 ratio.

A family that spends Rs 5-10 lakh over five years on coaching is placing a bet with an expected success probability of roughly 2-3% for the top-tier outcome (IIT/AIIMS) and perhaps 15-20% for any reasonable outcome (a decent engineering or medical college admission). This is, in financial terms, a venture capital bet: high risk, high potential return, and a probability-weighted expected value that is deeply uncertain.

But the family is not making this bet with surplus capital. They are making it with money diverted from necessities. The Rs 2 lakh per year spent on coaching could fund the annual education of three or four children at a government school. The Rs 10 lakh spent on two years in Kota could purchase a small plot of agricultural land, or serve as working capital for a business, or fund a diploma course that would provide employable skills with near-certainty. The family is, in investing terms, making a concentrated bet with borrowed money on a single high-risk asset. Every financial advisor would counsel diversification. Every parent making this bet would dismiss the advisor, because the advisor does not understand what the alternatives look like.

The alternatives look like the government school down the road. They look like the BA from the local degree college. They look like the dadan truck to the brick kiln. They look like the Surat train. The coaching bet is not irrational. It is the only bet that offers a chance — however slim — of escaping a system that has no other exits.

The cruelty is that most bets fail. And when they fail, the family has lost not only the money but the years, the opportunity cost, and often the dignity. A son who returns from Kota without cracking JEE carries a weight that is economic and psychological. The family that sold land or took loans carries debt without the degree that would have justified it. The coaching economy extracts from every family that enters it. It rewards a small percentage. It damages many of the rest.

And the 73-78% of families whose children attend government Odia-medium schools? They are not even in the game. The bet was not available to them. Their children’s economic trajectories were determined not by the outcome of a competitive exam but by the inability to sit for one — because the coaching, the CBSE school, the English-medium instruction, and the Rs 3-8 lakh investment were never within reach.

What Would Have to Change

The compounding fork is not destiny. It is a policy outcome — the result of specific choices made and not made over three generations. Reversing it would require interventions at multiple points in the chain simultaneously, because the chain is self-reinforcing: intervening at one point while leaving the others intact produces the Kerala paradox (good schools, but coaching still dominates) or the OAV paradox (excellent intervention, but at 1.3% coverage).

At the school level: Government schools would need to actually prepare students for competitive exams — not just deliver the curriculum but develop the problem-solving depth, speed, and conceptual clarity that exams demand. This requires teacher quality (which requires teacher salaries competitive with coaching), infrastructure, and curricula aligned with exam requirements. Odisha’s 44,433 teacher vacancies are not an administrative inconvenience. They are the structural explanation for why the coaching industry exists. Fill the vacancies. Train the teachers in English-language pedagogy. Give the government school a fighting chance.

At the medium-of-instruction level: The binary — Odia-medium government schools versus English-medium private schools — needs to be replaced with a bilingual model where children develop strong Odia literacy alongside progressive English proficiency. Not English as a second-language subject taught in Odia (the current model). English as a skill developed through immersion in specific subjects — science and mathematics in English from Class 6, humanities in Odia — while maintaining Odia as the medium for cultural and social instruction. This model barely exists in Odisha’s educational marketplace. It would need to be built.

At the coaching level: Scale the OAV model. 314 schools serving 109,000 students is a proof of concept. Scaling to 500,000-1,000,000 students would begin to dent coaching dependency. Simultaneously, embrace the Physics Wallah model — affordable online coaching distributed through offline centers in tier-2 and tier-3 cities — as a public-private hybrid that brings preparation access closer to the student rather than requiring the student to migrate to Bhubaneswar.

At the exam level: Ultimately, the coaching economy is a downstream effect of the exam system. If competitive exams tested different competencies — practical skills, portfolio-based assessment, creativity alongside analytical ability — the demand for coaching in its current form would reduce. The NEP 2020 gestures toward this direction. Implementation remains uncertain.

At the economic level: The deepest solution is not educational but economic. If Odisha had the employment opportunities that made IIT/AIIMS unnecessary for middle-class survival — the diversified economy documented as absent in The Missing Middle and the urban industrial base documented as absent in The City That Wasn’t Built — the desperation driving the coaching economy would ease. Tamil Nadu’s lower coaching dependency is not just a function of better schools. It is a function of a diversified economy that offers multiple pathways to middle-class life. Odisha’s coaching economy will not shrink until Odisha’s economic opportunities expand. The education system cannot fix what the economic system has broken.

None of these interventions is sufficient alone. All of them together would take a generation to produce results. And a generation — roughly twenty-five years — is exactly what compounding needs to produce transformative outcomes. The question is whether any government, operating on five-year electoral cycles, will invest in twenty-five-year outcomes.

The two boys who walked to school on that June morning in Jajpur district will be thirty-one in 2049. By then, the trajectory is set. The compound divergence is complete. The fork in the road was taken before either boy could spell the word “fork.”

The only honest question is whether the boys walking to school in June 2026 will face the same fork. Or whether, somewhere in the machinery of governance, in the design of schools, in the architecture of examinations, in the economics of a state that has not yet built what it needs — someone will decide that a six-year-old’s future should not be a function of whether his father earns Rs 22,000 a month or Rs 7,000.

Sources

Government and Official Data

Department of School and Mass Education, Odisha: school statistics, enrollment data
UDISE+ Reports (2024-25): national and state enrollment trends, private/government school distribution
Board of Secondary Education, Odisha (BSE): Class 10 examination data
Odisha Adarsha Vidyalaya Sangathan (OAVS): OAV design, enrollment, equity provisions
MoSPI, Comprehensive Modular Survey: Education 2025 (NSS 80th round): coaching participation rates, household expenditure
ASER 2024: learning outcomes by school type, reading levels
Census 2011: literacy rates by district, urban-rural, gender
NTA NEET 2024: state-wise qualification data
UPSC Civil Services: medium-of-examination statistics (2015, 2016)

Research and Academic Studies

Frontiers in Education (2025): English language competency in Odisha teacher education institutes
Springer: critical discussion of the English-vernacular divide in India
EPW: English language education and aspiration
Academia/Mohanty: mother-tongue-based MLE in Odisha
PhilArchive: caste and medium of instruction
ResearchGate: school closures and mergers multi-state study; three-language formula stakeholder perspectives
PMC: stress and coping among coaching and non-coaching students in Kota
SAGE Journals (Pal et al., 2026): mental health and suicide among coaching aspirants
Bourdieu: cultural capital theory and social reproduction through education

UNESCO and International

UNESCO: mother language-based education; multilingual education and inclusion
NCSPE Working Paper 233: low-fee private schools in India

Industry and Market

IMARC Group: India coaching institutes market report 2034
Allen Career Institute: revenue, valuation, JEE/NEET selections
Physics Wallah: revenue, valuation, offline center expansion
Sri Chaitanya Educational Institutions: student base, integrated model
Narayana Group: institutional scale

Journalism and Analysis

Odisha Plus (2026): Odia after classical status; language struggle in governance; government vacancy data
Odisha Bytes: Odia language status and future challenges
Local Samosa: the unfinished reckoning of Odia literature
101 Reporters: Odisha school closures and rural impact
Careers360: government school closures nationally
Policy Circle: English-medium boom risks
Education for All in India: UDISE+ analysis; dummy school phenomenon
Ommcom News / Odisha TV: dropout rate data
The Print: UPSC coaching family economics; coaching as prestige
The Quint: Kota student suicides

Cross-References to Prior SeeUtkal Series

The Churning Fire (Chapter 6: The Language That Rebuilds): Odia as cognitive technology, Fakir Mohan Senapati and the language movement, the language-as-API framework
The Leaving (Chapters 3-4): Surat corridor, skilled departure, migration streams correlated with education medium
Women’s Odisha (Chapter 5: The Threshold): education as phase transition, female literacy trajectory, the secondary dropout cliff
The Missing Middle / Value Chain (Chapter 1): geography of extraction — mineral extraction as structural parallel to human capital extraction
Urbanization Odisha (Chapter 8): the missing economic substrate that drives coaching desperation

Source Research

The raw research that informs this series.