Monday, June 15, 2026

Senario of Elementary Education in West Bengal

Elementary Education in West Bengal: A Data-Driven Analysis
Education Analysis · West Bengal · 2025–26

Elementary Education in West Bengal
Where Do We Stand?

A rigorous, data-driven examination drawing on UDISE+ 2024–25, ASER 2024, NAS 2021, and PM POSHAN data

📅 June 2026 📊 Sources: UDISE+, ASER, NAS, PM POSHAN 📍 West Bengal, India
Abstract

West Bengal — home to nearly 7% of India's school-going children — presents a fascinating paradox in elementary education. The state has achieved near-universal enrolment, dramatic reductions in primary dropout, and exemplary gender parity at the foundational level. Yet beneath these headline numbers, a troubling reality persists: foundational learning gaps, declining overall enrolment, a digital divide in schools, and questions over the quality of school meals. This article synthesises the latest available data to present an evidence-based picture of where West Bengal truly stands in its elementary education journey.

🏫 1. The School Landscape: Scale and Structure

West Bengal's school education system is one of the largest in India, characterised by a dense, predominantly government-managed, primary-oriented network. Understanding its architecture is essential before examining outcomes.

93,715
Total schools in West Bengal (6.4% of India's total)
79.3%
Schools at primary level — a primary-heavy system
87.7%
Schools under government management
15.98M
Total enrolment (2024–25), down from 17.17M in 2021–22
38%
Schools with fewer than 50 students — efficiency concern
~50%
Of India's zero-enrolment schools are in West Bengal
📌 Data Source Note

All school-level structural data in this section is drawn from UDISE+ 2024–25, released by the Department of School Education & Literacy, Ministry of Education, Government of India, and analysed by Prof. Arun C. Mehta (NIEPA) at educationforallinindia.com.[1]

The state's school system is anchored in the Banglar Shiksha portal, which serves as West Bengal's implementation of the national UDISE+ framework. The system collects real-time data from all recognised schools, feeding into planning, resource allocation, and outcome tracking under Samagra Shiksha Abhiyan.[2]

⚠️ The Rationalisation Imperative

Nearly half of all schools without any enrolment in India are located in West Bengal, and 38% of state schools have fewer than 50 students. This creates serious challenges for efficient resource allocation. The state has been advised to pursue school mergers and composite school models to ensure viable class sizes and better facilities.[1]

📈

👦 2. Enrolment Trends: The Paradox of Decline

West Bengal's enrolment data presents a paradox: high gross enrolment ratios at the elementary level coexist with a significant absolute decline in total student numbers. Understanding both dimensions is crucial for policy.

2.1 The Enrolment Decline

Total enrolment across all levels fell from 17.17 million in 2021–22 to 15.98 million in 2024–25 — a decline of approximately 6.9% over three years. This decline reflects a combination of demographic change (smaller birth cohorts), potential migration to private or unrecorded institutions, and systemic enrolment reporting adjustments through the improved SDMIS (Student Data Management Information System).[1]

Indicator2021–222024–25Trend
Total Enrolment (all levels)17.17 million15.98 million▼ 6.9%
Elementary NER (Net Enrolment Ratio)~91%>91%▲ Stable/slight gain
Elementary GPI (Girls to Boys)1.001.01▲ Parity achieved
Girls' share of total enrolment~50%~50%▲ Equal
Secondary GER88.246.1▼ Collapse
Higher Secondary NER—29.1▼ Very low

Source: UDISE+ 2021–22 to 2024–25, analysed by Prof. Arun C. Mehta, NIEPA.[1]

2.2 Gender Parity: A Standout Achievement

One of West Bengal's most impressive achievements is its sustained gender parity. The elementary-level Gender Parity Index (GPI) rose from 1.00 to 1.01, effectively meaning girls and boys are equally enrolled. Girls' share of total enrolment has stayed at approximately 50%, and the state has consistently outperformed national averages on this metric.

However, an important caveat: while parity ratios look excellent, absolute numbers of enrolled girls have also declined, mirroring the overall enrolment contraction. The ratio may flatter, but both girls and boys are leaving the system in absolute terms.

✅ SC and ST Inclusion — A Relative Bright Spot

Scheduled Caste and Scheduled Tribe GERs at most levels are above the state's overall GER and the all-India averages, suggesting that targeted welfare schemes (mid-day meals, scholarships, uniforms) have indeed improved participation among historically disadvantaged groups.[1]

🎓

🔄 3. Dropout, Transition & Retention: Wins and Warnings

The story of dropout and retention in West Bengal is a tale of two phases: a remarkable turnaround at the primary level, and a crisis that intensifies at higher stages.

3.1 Primary Level: Dramatic Improvement

🏆 Major Achievement

Primary-level (Classes 1–5) dropout rates have plummeted from 8.6% to just 1.4% between 2021–22 and 2024–25 — an extraordinary achievement that places West Bengal among the better-performing states at the foundational level. The transition from primary to upper primary rose to approximately 98.9%, near perfect.[1]

3.2 The Secondary Crisis

Retention Rate by Stage (2024–25)

Foundational (Class 1–2)98.9%
Upper Primary (Class 3–5)~92%
Elementary (Class 6–8)~83%
Secondary (Class 9–10)~47%

Source: National retention data (UDISE+ 2024–25); West Bengal secondary estimates from state-level analysis.[1][3]

The secondary dropout rate in West Bengal hovers around 20%, significantly higher than the national average of 11.5%.[1] This means roughly one in five students who begin Grade 9 does not complete Grade 10. In over a dozen districts, dropout at secondary level exceeded 15%.[4]

🚨 Grades 9–10: The Weakest Link

The secondary stage (Classes 9–10) has emerged as West Bengal's critical vulnerability. High dropout at this juncture truncates the benefit of years of public investment in elementary schooling. Factors driving this include economic necessity, early marriage (particularly for girls), child labour, and the absence of adequate secondary school infrastructure — only 11.6% of schools in the state offer secondary or higher secondary classes.[1][3]

3.3 ASER 2024: Out-of-School Youth

The ASER 2024 report, which surveyed nearly 650,000 children across over 600 rural districts, found that among 15–16-year-olds nationally, nearly 8% are not enrolled in school. For West Bengal specifically, ASER 2024 identified a 5.4% dropout rate among older adolescents — higher than the national rural average, and placing the state alongside Bihar, Uttar Pradesh, and Assam as areas requiring urgent attention for adolescent retention.[5]

📚

✏️ 4. Learning Outcomes: The Unfinished Agenda

High enrolment means little if children inside classrooms are not learning. On this dimension, the picture for West Bengal is mixed — some relative bright spots in national surveys, but structural learning gaps persist.

4.1 National Achievement Survey (NAS) 2021

The NAS 2021, conducted by NCERT across 1.18 lakh schools in 720 districts, assessed learning competencies of 3.4 million students in Classes 3, 5, 8, and 10 on a scaled score of 500.

Class & SubjectWB ScoreNational AverageWB Rank
Class 3 — Language3373234th nationally
Class 3 — Mathematics3143065th nationally
Class 3 — EVS~307307Near national avg
Class 5 — Language318~3004th nationally
Class 5 — MathematicsBelow 300~284Declining from Cl.3
Class 8 — Language~300~295Mid-range
Class 8 — Mathematics<280~255Declining trend

Source: NAS 2021, NCERT/Ministry of Education, 2022.[6][7]

West Bengal's Class 3 performance is commendable — ranking 4th in language and 5th in mathematics nationally. The state scored 337 in language against a national average of 323, and 314 in mathematics against 306.[7] However, a clear decline in scores as children move to higher classes signals that early gains are not being sustained — a pattern common across India but particularly pronounced in states with weak teacher training and high pupil–teacher ratios in upper primary grades.

"NAS 2021 shows the state performing above the national average in learning achievements, with Class III scores at 62.7% compared to 59% nationally." — Prof. Arun C. Mehta, educationforallinindia.com, January 2026[1]

4.2 ASER 2024: Foundational Literacy and Numeracy

The ASER 2024 report, released by the Pratham Foundation, assessed basic reading and arithmetic among 5–16-year-olds in rural households across 605 districts. The key national findings provide important context for West Bengal:

🔢 National ASER 2024 Benchmarks (Context for WB)

Nationally, only about 50% of Class 5 students can read a Class 2-level text. By Class 3, just 27% of children can read at the expected level, and only 22% can do simple subtraction. Less than 30% of Class 5 students can solve a basic division problem. Among Class 8 students, only 45.8% could solve basic arithmetic problems — a marginal rise from 44.1% in 2018.[5][8]

Critically, West Bengal is listed among states that continue to struggle with foundational learning alongside Bihar, Uttar Pradesh, and Madhya Pradesh — despite its relatively stronger NAS 2021 showing.[5] This divergence likely reflects the difference between assessed competencies in school settings (NAS) versus household-level surveys of children in rural areas (ASER), which capture learning outcomes independent of what children are taught in class.

One significant positive from ASER 2024: government schools nationally outperformed private schools in post-pandemic learning recovery, with the proportion of Class 3 children who can read at Class 2 level rising from 16.3% in 2022 to 23.4% in 2024 in government schools — a faster recovery than in private schools. Given West Bengal's predominantly government school system, this trend is a modest but real encouragement.[8]

📱 Digital Learning: The Growing Divide

ASER 2024 also noted that while internet access and smartphone availability have increased, only 57% of children with access use it for educational purposes. Critically, West Bengal's school system has significant digital deficits: only about one-quarter of schools have computers, and fewer than one-fifth have internet access — far below Kerala and Tamil Nadu benchmarks.[1]

🏗️

🔌 5. School Infrastructure: Solid Foundations, Glaring Gaps

Infrastructure in West Bengal's schools presents a story of strong baseline achievement on basic amenities, combined with concerning gaps in digital and advanced facilities.

5.1 Basic Infrastructure: Strengths

✅ What Works

  • ~97% of schools have functional electricity
  • Near-universal access to drinking water
  • Functional toilets broadly available
  • 97–98% of primary schools have Anganwadi pre-primary sections co-located
  • Student-Teacher Ratio improved: primary PTR fell from 27 to 21; higher secondary from 28 to 21

❌ Critical Gaps

  • Only ~25% of schools have computers
  • Fewer than 20% have internet access
  • CWSN-friendly toilets: only ~30.8% (below national avg)
  • Integrated science labs: only ~39.2% at higher secondary
  • Only ~25% of schools have formal pre-primary sections (rest rely on Anganwadi)

Source: UDISE+ 2024–25, analysed by Prof. Arun C. Mehta.[1]

5.2 The Digital Deficit

In an era where foundational digital skills are increasingly recognised as an essential component of quality education — and where NEP 2020 explicitly calls for digital infrastructure in all schools — West Bengal's low computer and internet penetration is a major concern. States like Kerala (computer penetration ~85%), Tamil Nadu (~70%), and even Himachal Pradesh significantly outperform West Bengal on digital readiness.

This deficit matters not just for digital literacy per se, but because digital tools are increasingly being used to address foundational learning deficits — targeted, adaptive content that can supplement classroom teaching and provide individualised support at the primary level.

5.3 Pre-Primary Education

While 97–98% of primary schools have Anganwadi centres co-located on school premises, only about one-fourth have formal pre-primary sections. This distinction matters significantly under NEP 2020's 5+3+3+4 curricular design, which envisions a structured, school-integrated Early Childhood Care and Education (ECCE) programme. Co-location is not the same as integration, and the state needs to bridge this gap to ensure children arriving at Class 1 have the school readiness envisaged in national policy.[1]

🍱

🍽️ 6. PM POSHAN & Welfare Schemes: Mid-Day Meals Under Stress

The mid-day meal scheme — now known as PM POSHAN Shakti Nirman — has historically been one of the most effective demand-side interventions for improving school attendance and reducing hunger among disadvantaged children, particularly at the elementary level.

🚨 Alarming Development: West Bengal Without PM POSHAN Funds

A parliamentary standing committee on education reported in March 2026 that the state of West Bengal has not received PM POSHAN funds since 2023–24. This is a deeply troubling development for a scheme that supports mid-day meals for children in Classes 1 to 8 — the exact elementary cohort this article examines.[9]

The 2025–26 Project Approval Board (PAB) meetings for PM POSHAN revealed that over 36 lakh children across India fell off the mid-day meal programme between 2023–24 and 2024–25. West Bengal was among the states recording significant drops in both enrolment coverage and scheme participation, and was asked to investigate and submit a report by June 30, 2025.[10]

The broader funding context is also concerning: nationally, only 54.9% of the Samagra Shiksha Abhiyan budget (the largest single scheme supporting public school education) was utilised up to February 2026 in the 2025–26 financial year — and overall education ministry schemes have seen actual expenditure of only 51.5% of budget estimates.[9]

💡 Why This Matters for Elementary Education

Mid-day meals are not merely a nutritional supplement. Decades of research in India and globally show they are a powerful attendance incentive, particularly for children from economically marginalised families. Any disruption to the programme risks reversing the hard-won gains in primary dropout rates and attendance, especially among SC, ST, and girls' enrolment — the very groups that data shows are most vulnerable.

⚖️

🔭 7. Challenges & The Path Forward

Drawing together evidence from UDISE+, ASER, NAS, and government programme data, a clear picture emerges of what West Bengal must prioritise in elementary education.

✅ Strengths to Build On

  • Near-universal primary access (NER >91%)
  • Primary dropout virtually eliminated (1.4%)
  • Near-perfect primary-to-upper primary transition (98.9%)
  • Strong gender parity (GPI 1.01)
  • SC and ST enrolment above state average
  • Above-average NAS Class 3 scores
  • Improved PTR at primary (21:1)
  • Near-universal electricity and basic amenities

❌ Urgent Challenges

  • Declining total enrolment (−6.9% over 3 years)
  • Foundational learning gaps (ASER category)
  • Secondary dropout ~20% — above national avg
  • Digital desert: <20% schools with internet
  • PM POSHAN funding disruption
  • Nearly 50% zero-enrolment schools from WB
  • Inadequate formal ECCE integration
  • Science labs in only 39% of H.S. schools
  • Limited CWSN-accessible infrastructure

7.1 Policy Recommendations

1. School Rationalisation: The state needs a systematic, community-sensitive programme to merge low-enrolment schools — particularly the alarming stock of zero-enrolment institutions — into composite, well-resourced schools with functional upper primary and secondary sections.

2. Secondary Retention Drive: The 20% secondary dropout rate demands a multi-pronged response: mentorship programmes, conditional cash transfers for attendance, vocational integration (linking NSQF qualifications to secondary schooling), and community campaigns to address early marriage and child labour.

3. Digital Infrastructure on Priority: Under Samagra Shiksha's ICT provisions, West Bengal must fast-track computer and internet connectivity to schools — particularly in rural districts like Purulia, Bankura, and Malda where infrastructure gaps compound learning deficits.[11]

4. Resolve PM POSHAN Funding Dispute: The absence of mid-day meal funds since 2023–24 must be urgently resolved between the state and central governments. The welfare of millions of elementary school children cannot become collateral in political and fiscal disputes.

5. Strengthen Foundational Learning (FLN): In alignment with the NIPUN Bharat mission, the state must intensify its focus on ensuring all children achieve basic reading and arithmetic competencies by Grade 3. ASER data places West Bengal in the category of states still struggling on foundational learning — this cannot be accepted as a baseline.

6. Formalise ECCE: Moving beyond Anganwadi co-location to genuine NEP 2020-aligned pre-primary integration in schools will build the school readiness that reduces later dropout and improves learning trajectories.

💬

🌟 8. Conclusion

"West Bengal's school education system displays distinct strengths that provide a solid foundation for further progress, alongside persistent weaknesses that pose significant barriers to achieving universal school education by 2030." — Prof. Arun C. Mehta, NIEPA, January 2026[1]

West Bengal's elementary education story is ultimately one of incomplete progress. The state has delivered on the promise of access — getting children, including girls, SC and ST children, into school at the primary level. It has dramatically improved primary retention. Its NAS scores at Class 3 are among India's top five.

But the work is far from done. Millions of children in rural West Bengal are receiving a diploma in attendance without achieving learning. The digital divide in schools threatens to deepen inequality in a knowledge economy. A potential collapse in mid-day meal delivery could undo years of retention gains. And more than one in five adolescents who begin secondary school do not finish it.

West Bengal sits at an inflection point. The foundational infrastructure is in place. The policy frameworks — NEP 2020, Samagra Shiksha, NIPUN Bharat, PM POSHAN — offer a roadmap. What is needed now is the political will, administrative capacity, and intergovernmental cooperation to translate access into quality learning for every child, in every district, at every level.

📌 Key Takeaway

West Bengal has built the scaffolding of elementary education. The urgent task is to make that scaffolding support real, sustained, equitable learning — not just enrolment numbers.

📖 References

1
Mehta, Arun C. (2026, January 4). School Education in West Bengal: Where Do We Stand? An Analysis of UDISE+ Data 2021–22 to 2024–25. Education for All in India / NIEPA, New Delhi. educationforallinindia.com [Also available as PDF]
2
School Education Department, Government of West Bengal. (2025). User Operational Manual for UDISE+ 2025–26, Version 1.6 (August 18, 2025). Banglar Shiksha Portal. schoolinfo.banglarshiksha.gov.in
3
Mehta, Arun C. (2025, September). State of Dropout, Transition, and Retention Rates Based on UDISE+ 2024–25 Data. Education for All in India. educationforallinindia.com
4
Press Trust of India. (2022, September 26). In over dozen states, school dropout rate at secondary level higher than national average. Careers360. news.careers360.com [PAB Minutes, Samagra Shiksha 2022–23]
5
Pratham Foundation / ASER Centre. (2025, January). Annual Status of Education Report (ASER) 2024. New Delhi: ASER Centre. Survey of 649,491 children across 605 rural districts, 26 states. asercentre.org
6
National Council of Educational Research and Training (NCERT). (2022, May 25). National Achievement Survey 2021 Report. Ministry of Education, Government of India. Assessment of 3.4 million students across 720 districts. nas.gov.in
7
Krishna, Atul. (2022, May 26). NAS 2021: Punjab, Rajasthan top performers across school levels, subjects. Careers360. news.careers360.com
8
Wadhwa, Wilima. (2025, January). ASER 2024: More than a post-pandemic recovery in learning. Ideas for India. ideasforindia.in
9
Chettri, Shradha. (2026, March 25). Centre has spent under 55% of budgets for Samagra Shiksha Abhiyan, mid-day meal scheme this year. Careers360. [Report of Parliamentary Standing Committee on Education, March 2026.] news.careers360.com
10
Shivani, K. Nitika. (2025, June 13). Mid-day meal scheme loses 36 lakh children in a year; 19 states, UTs asked to review. Careers360. [Based on PM POSHAN PAB Meeting Minutes 2025–26.] news.careers360.com
11
Business Economics. (n.d.). Challenges and Successes in West Bengal's Education Sector: A Comprehensive Overview. businesseconomics.in
12
Ministry of Education, Government of India. (2025). UDISE+ 2024–25 Flash Statistics. Department of School Education and Literacy, New Delhi. Released August 28, 2025.
13
Mehta, Arun C. (2025, December). Goal of Universal Secondary Education by 2030: Analysis of UDISE+ 2020–21 to 2024–25 Data in the Context of NEP 2020. Education for All in India. educationforallinindia.com

🔗 Further Reading

For those wishing to explore the topic in greater depth, the following resources are strongly recommended:

Government Data
UDISE+ National Portal

Official data dashboard for all school-level indicators across India, including state and district breakdowns.

→ udiseplus.gov.in
ASER Report
ASER 2024 Full Report

Complete state-level data on enrolment, reading, and arithmetic for rural India children aged 5–16.

→ asercentre.org
NAS Data
NAS 2021 State Report Cards

Downloadable district and state-level learning outcomes for Classes 3, 5, 8, and 10.

→ nas.gov.in
Analysis
Education for All in India (Prof. Mehta)

Comprehensive UDISE+ analyses for all major states, updated annually. A key resource for researchers and policymakers.

→ educationforallinindia.com
Policy
NEP 2020 Document

The National Education Policy 2020 — the framework guiding all education reform, including the 5+3+3+4 structure and FLN targets.

→ education.gov.in
Scheme
Samagra Shiksha Abhiyan

The integrated scheme for school education that funds most of the infrastructure, teacher training, and retention interventions in West Bengal.

→ samagra.education.gov.in
State Portal
Banglar Shiksha Portal

West Bengal's school education data portal — home to UDISE+ submissions, school report cards, and district-level dashboards.

→ banglarshiksha.gov.in
NGO Research
Pratham's FLN Resources

Teaching-at-the-Right-Level (TaRL) approach and state-level FLN intervention data from Pratham, including West Bengal pilots.

→ pratham.org
Elementary Education in West Bengal: A Data-Driven Analysis
Compiled June 2026 · Based on UDISE+ 2024–25, ASER 2024, NAS 2021, and PM POSHAN PAB data
This article is produced for educational and public interest purposes. All data attributed to cited sources. No commercial affiliation.

Sunday, June 14, 2026

Need to Reform NEET UG: Evaluation of Global Selection Models for India's Suitability

Need to Reform NEET UG: Evaluation of Global Selection Models for India's Suitability


On May 3, 2026, over 2.27 million young Indians walked into examination halls across the country to write NEET-UG — their single, one-shot chance at a medical career. Nine days later, the National Testing Agency (NTA) cancelled the entire examination. Investigations had revealed that a pre-circulated guess paper had significant overlap with the actual question paper. The Central Bureau of Investigation was handed the case. Students protested in Delhi and other cities, three aspirants were reported to have died by suicide, and political leaders across the spectrum called for NEET to be abolished altogether.

This was not a one-off. In 2024, 67 students improbably achieved perfect scores, paper leak allegations led to police arrests in Bihar and Gujarat, and the Supreme Court acknowledged that at least 155 students had directly benefited from the leak. Before that, 2021, 2020, and 2018 all had their own NEET controversies. What started as India's bold attempt to unify medical admissions under a single national meritocracy has become something else entirely: a recurring crisis that puts 20 lakh-plus aspirants' futures at the mercy of a system unable to secure itself.

The question is no longer whether NEET needs reform. It is what the reform should look like — and what the world's most respected medical education systems can teach India about selecting tomorrow's doctors more fairly, more robustly, and with greater attention to who good doctors actually need to be.


What NEET Was Supposed to Solve

When NEET replaced the decentralised state-level and institution-level examinations in 2013 (and became the sole mandatory entrance after the NMC Act 2019), the stated rationale was compelling. Before NEET, a student could face different examinations in different states — AIPMT, AFMC, state CETs, and institution-specific tests. Wealthy students benefited from coaching tailored to multiple formats. Private medical colleges in certain states operated under opaque capitation fee systems where a sufficiently deep pocket could outweigh a modest rank. Unifying admissions under one national test, supporters argued, would create a level playing field.

There is merit in that logic. A student from Durgapur who scores highly on a single national test has a shot at AIIMS Delhi that she may not have had under a system where 15 states ran 15 different examinations. Standardisation genuinely reduces certain forms of arbitrariness.

But the execution has been repeatedly compromised. On May 5, 2024, approximately 2.4 million candidates took the examination, and police in Patna, Bihar arrested 13 people, including four examinees, who had allegedly paid ₹30 lakh to ₹50 lakh to obtain the question paper beforehand. In 2026, the paper leak was tied to "guess papers" with significant overlap with the actual exam, triggering a multi-state investigation, arrests of NTA insiders, and protests that led at least three students to take their own lives.

The structural problem is this: when a single examination determines every seat across every government and private medical college in the country, its stakes become so extraordinarily high that the incentive for organised criminal interference becomes equally extraordinary. NEET-UG 2024 saw over 24 lakh registered candidates vying for around 1.18 lakh MBBS seats — roughly 20 students per seat. For government college seats, the competition rises to approximately 40 applicants per seat in many categories. That ratio represents a pressure cooker, and the heat has to go somewhere.


The Structure of India's Crisis

The Single-Point-of-Failure Problem

Any system that routes 2.27 million candidates through a single paper on a single day creates a catastrophic single point of failure. One rogue printer, one corrupt examination centre superintendent, one leak from an insider at any link in the distribution chain — and the entire edifice collapses. The 2026 cancellation directly affected more than 22 lakh candidates, making it one of the largest exam disruptions in modern history.

A three-hour MCQ examination, however well-designed, also cannot tell you whether a candidate will be a compassionate clinician, a capable communicator with distressed patients, or a doctor who will serve a rural community when the financial incentives push toward urban specialty practice.

The Coaching Economy and Its Distortions

NEET has spawned an industrial-scale coaching economy. The top coaching institutes — Aakash, Allen, Physics Wallah, Resonance — charge anywhere from ₹1 lakh to ₹5 lakh per year for full-time NEET preparation. Students relocate to coaching hubs in Kota, Chennai, and Hyderabad for two years or more. This economy serves students who can afford it. The urban-rural divide in medical education is entrenched: despite more colleges, rural areas still face a shortage of doctors due to poor incentives and facilities, and the students who end up in those areas are rarely those who spent three years at a premier coaching institute.

A test that can be gamed by sustained drilling at expensive coaching centres is not a test of aptitude. It is a test of coaching access.

What the Numbers Actually Mean

India has 1,29,026 MBBS seats for the 2025–26 academic year, distributed across approximately 818 medical colleges recognised by the National Medical Commission. Set against a pool of 23+ lakh NEET applicants, this means barely 5.6% of those who appear will secure an MBBS seat of any kind — government or private. The NMC has been expanding seats aggressively: the number of MBBS seats has increased by 118%, growing from 51,348 before 2014 to over 1.12 lakh in 2024. But expansion alone, without supply-side reform of how doctors are selected and trained, will produce more doctors without producing better ones.


How the World Selects Its Medical Students

The crisis invites a serious look at how other countries approach the same challenge: identifying, from a large pool of young people, those most likely to become excellent, ethical, and socially responsible physicians.

The United States: MCAT Plus Holistic Review

The United States Medical College Admission Test (MCAT) is the world's most extensively validated medical admissions examination. It tests biological and biochemical foundations, chemical and physical foundations of biological systems, psychological and social foundations of behaviour, and — crucially — critical analysis and reasoning skills. The test is almost seven hours long and assesses higher-order thinking, not rote recall.

But the MCAT is not the only factor. US medical school admission models explicitly consider both cognitive variables — college GPA and MCAT scores — and non-cognitive personal qualities, including those gleaned via medical school interviews, letters of evaluation, personal statements, and psychological tools. The factors that determine admissions decisions include academic credentials such as MCAT score and grade-point average; other academic and non-academic experiences in research, clinical settings, campus and community; and personal attributes of the applicant. Those who meet preset criteria are invited to a personal interview.

The Multiple Mini Interview (MMI), now used by many US and Canadian medical schools, replaces the traditional panel interview with a circuit of 8–10 short, timed stations where applicants respond to ethical dilemmas, communication scenarios, and collaborative problem-solving exercises. It is harder to fake and more predictive of clinical performance than standard interviews.

This multi-dimensional approach means that a student with a slightly lower MCAT but outstanding clinical volunteering, research experience, and demonstrated commitment to underserved communities can still get in — and data suggests such students often perform better as practising physicians.

The United Kingdom: UCAT, A-Levels, and Personal Statements

The University Clinical Aptitude Test (UCAT) is a compulsory entry requirement for both UK and international applicants to 31 UK universities, as well as 16 universities across Australia and New Zealand. Unlike NEET, the UCAT does not test scientific knowledge — it tests aptitude. Its five sections assess verbal reasoning, decision-making, quantitative reasoning, abstract reasoning, and situational judgement.

The situational judgement component is particularly significant: it presents candidates with scenarios they will face as clinicians — resource allocation decisions, dealing with a distressed colleague, responding to a communication breakdown — and tests their ethical reasoning. UK medical schools consider UCAT scores alongside academic achievements, personal statements, references, and interview performances. Each university has a unique approach to admissions, with Birmingham University using SJT band scores during the interview stage and King's College London using them as part of shortlisting criteria.

The UK model has two crucial advantages over NEET. First, it tests aptitude rather than crammable knowledge, making coaching less effective at gaming the system. Second, it is just one element in a multi-stage process, so no single test day can determine a student's entire career.

Germany: Distributed Selection, Multiple Pathways

Germany does not have a centralised medical entry exam. Possessing a valid secondary school certificate (Abitur) is sufficient to apply for medical programs. What happens thereafter reflects a sophisticated multi-criteria system: 20% of places are assigned to a GPA quota, 20% to a waiting time quota, and 60% to a university-specific selection quota, for which universities use their own combination of criteria.

Since 2020, all German medical faculties must consider at least one additional selection measure with significant weight in addition to high-school GPA. In practice, German medical schools use either the Test for Medical Studies (TMS) or the Hamburg Assessment for Medical Studies, Natural Sciences (HAM-Nat) — subject-specific aptitude tests that differ from rote-knowledge examinations.

A further 10% of places are allocated through a quota that takes into account additional qualifications completely independent of GPA — such as vocational training, interview scores, or ability tests. The German model disperses selection power across multiple criteria, multiple institutions, and multiple timescales (the waiting time quota gives students who did not get a top GPA another legitimate pathway). No single examination decides everything, so no single examination is worth corrupting.

Japan: High Standards, Evolving Beyond Pure Cognition

Medical school admission in Japan has historically relied on a cognitive-performance-based track. The actual process generally consists of three parts: two paper tests and an interview. Many medical schools require students to take the National Center Test for University Admissions (NCTUA) as a threshold; those who clear it then take a school-specific paper test; and almost all medical schools require an interview to evaluate attributes not measured by paper tests.

Japan's experience is instructive: it shows that even a primarily knowledge-based system benefits from adding an interview component. Japan also introduced regional quota tracks — admitting students on the condition that they practice in underserved areas for a number of years after graduation — recognising that a selection system must be designed not just to identify good students but to produce doctors the healthcare system actually needs.

Australia and New Zealand: UCAT Plus GPA Plus Interviews

Australia uses a hybrid model where UCAT scores are combined with undergraduate GPA (most Australian medical programs are graduate-entry) and structured interviews or MMIs. A high UCAT score not only increases the chances of receiving an interview offer but also plays a significant role in determining eligibility for various medical schools. Bond University offers a different path — it does not require UCAT and instead uses a holistic admissions process, requiring an ATAR of around 96+ or equivalent.

The graduate-entry model is particularly notable: requiring a prior bachelor's degree before entering medicine means the system selects students with demonstrated academic discipline, diverse life experience, and the maturity that several additional years of education and often work experience confer. The average age of medical school applicants in the US is 24; in contrast, India sends students into MBBS straight from Class 12, often at 17 or 18.


What India Can Learn: A Reform Blueprint

No country's model translates wholesale onto India's conditions — our scale (2.27 million applicants), our federal complexity (29 states, 800+ medical colleges), our coaching economy, and our deep socioeconomic stratification make any reform politically and logistically challenging. But the global evidence points clearly toward what works and what does not, and India's current system fails on almost every criterion that predicts good medical outcomes.

Here is a phased reform agenda that draws from global best practices while accounting for Indian realities.

1. Replace Single-Day, Single-Paper NEET with a Multi-Stage Aptitude System

The first and most urgent reform is to stop putting 23 lakh students' futures on a single three-hour paper administered on a single day. The alternative is a two-stage system:

Stage 1 — National Aptitude Screening (NAS): A computer-adaptive test, administered across multiple dates and sessions (as the GRE and GMAT are), testing verbal reasoning, quantitative reasoning, abstract reasoning, situational judgement, and biological sciences at the conceptual level. Computer-adaptive testing automatically generates unique question sets for each candidate, making paper leaks structurally impossible. Multiple test dates reduce the catastrophic risk of a single day's failure.

Stage 2 — University/State-Level Selection: Shortlisted candidates (say, those in the top 20% of NAS scores) then face institution-specific selection processes that may include interviews, portfolio assessment, community service records, and school performance over Classes 10–12 — not just Class 12.

2. Introduce Situational Judgement Testing (SJT)

The UK's experience with the UCAT's Situational Judgement Test has been instructive. SJT scenarios test whether candidates respond to ethically complex situations the way a good doctor should—not whether they can recall Michaelis-Menten kinetics under exam pressure. SJT performance is much harder to prepare for through coaching, making it inherently more equitable than knowledge-based tests.

An Indian SJT could be developed in collaboration with the NMC, Indian Medical Association, and medical schools, drawing on scenarios relevant to the Indian clinical context: resource allocation in under-resourced primary health centres, handling caste or gender bias in healthcare settings, navigating communication breakdowns with semi-literate patients.

3. Introduce a Structured Interview Component

Almost every high-performing medical education system in the world — the US, UK, Germany, Japan, Australia — includes an interview. India does not. Structured interviews, and particularly Multiple Mini Interviews (MMIs), have been shown internationally to predict clinical performance and professional behaviour beyond what any written test can capture.

For India's scale, this would require significant infrastructure: trained interviewers at each medical college or regional centre, standardised scoring rubrics, mandatory interviewer training, and recorded or monitored sessions to prevent bias. The investment is substantial but not impossible — the United Kingdom's medical schools conduct tens of thousands of MMI interviews annually across diverse institutions.

4. Weight School Performance More Heavily and More Fairly

Currently, NEET is essentially the only criterion for MBBS admission. Class 12 board marks are not considered in ranking. This creates a perverse incentive: students neglect their school year entirely to focus on NEET coaching, harming their board performance and the quality of teaching in Class 12 classrooms.

Germany's GPA quota and Australia's ATAR requirement show that long-term academic performance — assessed over two or more years of secondary education — is a legitimate and stable predictor of medical school success. India should weight a normalised composite of Class 10 and Class 12 board performance (adjusted for board difficulty across CBSE, state boards, and ICSE) alongside the new aptitude test.

5. Regional Quota and Rural Service Bonds — Japan's Lesson

Japan's regional quota track — admitting students specifically for rural or underserved postings — is one of the most direct policy tools available to address India's chronic doctor shortage in rural areas. Despite more colleges being opened, rural areas still face a severe shortage of doctors due to poor incentives and facilities.

India could implement a structured Rural Medical Admissions Track: a separate quota (say, 10–15% of government college seats) for students from rural or semi-urban districts, with a bond requirement to practice in their home district or an assigned rural area for 3–5 years post-graduation. In return, these students would receive full tuition waivers, stipends during their bond period, and priority for PG seat allocation. This addresses both the selection problem (who is admitted) and the distribution problem (where doctors end up).

6. Rebuild the NTA or Replace It

Following the 2026 paper leak, the NTA announced the cancellation of the May examination and stated that the government had referred the matter to the CBI for a comprehensive inquiry into allegations of paper leak, with the agency committing full cooperation. The CBI investigation is necessary but insufficient. The deeper problem is institutional: the NTA has been responsible for paper leaks in 2024 and 2026, with CBI investigators reportedly finding evidence that the 2025 paper was also compromised by the same racket.

The 2026 incident involved the arrest of several people, including insiders from the NTA itself. This is not a technology problem. It is a governance problem. Either the NTA must be fundamentally restructured — with independent oversight, mandatory rotation of personnel involved in paper-setting, encrypted digital distribution replacing physical transport, and real-time surveillance at all printing and distribution nodes — or the function of examination administration should be transferred to an independent constitutional body with security comparable to that of the Election Commission of India.

7. Decentralise Some Selection Power Back to States and Institutions

India's federalism means that a single-point national system will always face the governance challenge of administering it equally across 36 states and UTs. The 85% state quota already exists in NEET counselling — but all seats are ranked purely by NEET score. States should have the flexibility to add state-specific criteria (regional language proficiency, rural background, community health experience) within a nationally defined framework — much as Germany allows its universities to design their own 60% university-specific selection criteria within a federal structure.


The Harder Questions

Reforming NEET raises questions that go beyond examination design.

Will reducing dependence on a single test open the door to corruption at the interview or portfolio stage? This is a legitimate concern. India's history includes corruption in university admissions processes that predate NEET. The answer is not to avoid interviews but to design them with robust anti-corruption architecture: standardised rubrics, recorded sessions, independent moderation, and random audits. The UK's experience shows that MMIs can be administered at scale with high integrity.

Will holistic admissions disadvantage rural and first-generation students who lack the social capital for impressive portfolios? Only if portfolio criteria are designed by and for urban, English-medium, co-curricular-rich school environments. A well-designed system would count community health volunteer work in a village PHC as highly as hospital shadowing at Apollo. The criteria must be defined with equity as the first principle.

Is the coaching industry too powerful to reform? The coaching economy will adapt to whatever the new system requires — if SJT is introduced, coaching institutes will pivot to SJT preparation. But SJT and MMI are inherently more resistant to cramming than factual MCQs, and a multi-stage system spread over months reduces the catastrophic single-point stakes that make cheating so economically rational.

Should India consider a graduate-entry model for medicine? A shift to graduate-entry medicine — requiring a prior bachelor's degree — would be transformational. It would bring more mature, experienced students into medical training, reduce the 17-year-old coaching frenzy, and allow pre-medical undergraduates to study biology, public health, or social sciences in depth. The objections are real: it would extend the time to qualification by three or more years, reduce the number of working years before retirement, and require a complete restructuring of India's pre-medical education pipeline. But the long-term benefits to doctor quality and professional maturity may outweigh the costs. At minimum, this conversation should begin.


Conclusion: The System Selects the Wrong Things

India's current medical admissions system selects for a very specific type of intelligence: the ability to recall large quantities of factual scientific information quickly under exam pressure, after two or more years of intensive drilling. It does not select for empathy, clinical reasoning, communication skills, ethical judgement, resilience, or commitment to public service — the qualities that actually differentiate good doctors from mediocre ones.

The NEET 2024 controversy highlighted fundamental concerns about fairness and transparency in India's medical entrance exam. Student groups staged protests demanding transparent investigations, and the issues of fairness were never fully resolved. In 2026, the same story repeated itself on a larger scale, with a cancelled examination and 2.27 million young people left in limbo.

The global evidence is clear: the best medical education systems combine aptitude testing with situational judgement assessment, structured interviews, long-term academic performance, and community or clinical service records. They distribute selection power across multiple stages and multiple institutions, so no single examination becomes worth the extraordinary criminal investment that organised paper leak syndicates are willing to make.

India does not need to copy the UK's UCAT, the US's holistic review, or Germany's distributed quotas verbatim. It needs to design a system calibrated to its own scale, diversity, and equity imperatives — but informed by the universal truth that the right doctor is far more than a high MCQ score.

The students who walked out of examination centres on May 3, 2026, and then learned that the exam they had spent years preparing for had been cancelled — they deserve better. The patients they will eventually treat deserve better. And the medical profession deserves an entrance gate that asks more of its entrants than the ability to keep a secret from a paper leak.

It is time to build one.


Dr. Koushik Ghosh is a CBSE PGT Physics teacher based in Purulia, West Bengal. He writes on education policy, science pedagogy, and the intersection of examination systems and learning outcomes.

Views expressed are personal.


References & Further Reading

  • Wikipedia: 2024 NEET Controversy | 2026 NEET Controversy
  • National Medical Commission (NMC): MBBS Seat Matrix 2025–26
  • Journal of Family Medicine and Primary Care (2024): Proposed reforms in NEET-UG examination
  • PMC/NCBI: Holistic review of medical school admission process (Edwards et al.)
  • PMC/NCBI: Assessing the predictive validity of the UCAT — systematic review
  • PMC/NCBI: Medical school selection: a sociohistorical comparison of five countries
  • PMC/NCBI: Increased selectivity of medical school admissions — Japanese experience
  • AAMC: Medical College Admission Test (MCAT) framework
  • UCAT Consortium: UCAT structure and purpose
  • mygermanuniversity.com: Medicine in Germany — Admission requirements

Saturday, June 13, 2026

The PCM Trap: Why India’s Science Students Keep Falling Behind the Curve

The PCM Trap: Why India's Science Students Keep Falling Behind the Curve


Introduction

Every May, when the Central Board of Secondary Education (CBSE) declares its Class 12 results, two things happen with near-clockwork regularity: girls outperform boys, and the Science stream trails every other stream in pass percentage. For a decade — from 2015 to 2026 — India's most prestigious school board has never managed to push its overall Class 12 pass rate to near100% (except 2021 internal assessment year due to COVID), and the Science stream, anchored by the formidable trio of Physics, Chemistry, and Mathematics (or Biology), has consistently been the weakest link. This article examines ten years of result data, decodes the structural and pedagogical causes of failure, and asks the uncomfortable question: is near 100% pass in Science even a meaningful goal?


Part I: A Decade of Data — What the Numbers Say

Year-Wise Overall CBSE Class 12 Pass Percentage (2015–2026)

Year Overall Pass %Remarks
2015 82.00%Pre-digital era; limited coaching penetration in tier-2/3 towns
2016  83.05%Marginal improvement; Science stream lags by ~5–7 points
201782.02%Near stagnation; mass enrolment strains infrastructure
201883.30%Paper leak controversy in Economics; Chemistry re-exam held
201983.40%Highest pre-COVID regular-exam pass rate at that point
202088.78%COVID-19: remaining papers cancelled; marks moderated upward
202199.37%All-time high; exams cancelled, alternative assessment used
202292.71%Return to exams (two-term format); sharp post-COVID correction
202387.33%Full normalcy restored; government school pass rate drops ~10 points
202487.98%Modest recovery; Prayagraj region remains lowest performer
202588.39%Steady but far short of 100%; ~1.29 lakh in compartment
202685.20%Steepest post-COVID drop; ~1.63 lakh in compartment; new relative grading

Sources: CBSE official result statistics, Careers360, Aakash.ac.in, CollegeDekho, 2015–2026.

Key Observations from the Data

The most striking feature of the decade is the COVID anomaly of 2021, when the board declared results without a written examination. The 99.37% figure is an artefact of the alternative assessment policy — combining 30% weightage to Class 10 marks, 30% to Class 11 marks, and 40% to internal school assessments — rather than a genuine measure of learning. Its value lies precisely in showing what 100% would look like, and the answer is: it requires removing the examination itself.

The pre-COVID plateau of 82–84% (2015–2019) reflects the system in its natural state. The post-COVID correction to 85–88% (2022–2026) represents a slightly improved baseline, driven partly by expanded digital resources, but also partly by lingering moderation in evaluation. The 2026 result (85.20%) — the lowest since the post-pandemic return to normal scheduling — signals a new stress point introduced by the Relative Grading system, which CBSE adopted from the 2024–25 session onward.

The Science Stream's Specific Burden

CBSE does not publish separate stream-wise pass percentages in its official statistics — the board releases only overall, gender-wise, and region-wise figures. However, education analysts and reporting platforms (Aakash.ac.in, CollegeDekho, Careers360) who track year-on-year result data consistently note that the Science stream runs 5–8 percentage points below the overall figure. Humanities records the highest pass rate every single year, followed by Commerce, with Science at the bottom — a pattern that held true in 2023, 2024, and 2025. In practical terms, this means:

  • In a year when the overall pass rate is 88%, the Science stream is likely around 80–83%.
  • In a year like 2026, with an overall of 85.20%, the Science stream may be closer to 77–80%.
  • Kendriya Vidyalayas (KVs) and Jawahar Navodaya Vidyalayas (JNVs) consistently achieve 98–99% even in Science, while independent and government schools drag the average down sharply.

The regional divide is equally stark. In 2026, Thiruvananthapuram led all regions at 95.62% while Prayagraj recorded just 79.53% — a gap of over 16 percentage points, reflecting entrenched disparities in school quality, teacher availability, and student preparedness across geographies.


Part II: Why Students Fail in CBSE Class 12 Science

Understanding failure requires moving beyond the aggregate statistics to the granular reality of what Science students face. The causes fall into six broad categories.

1. The Structural Difficulty of Science Subjects

Physics, Chemistry, and Mathematics at Class 12 level are not soft subjects. The CBSE syllabus demands genuine conceptual understanding, mathematical rigour, and the ability to apply multi-step reasoning under timed conditions.

Physics requires students to master electrostatics, electromagnetic induction, optics, modern physics, and semiconductors — domains where a shaky foundation from Class 11 compounds directly into failure. A student who does not understand Coulomb's Law cannot navigate Gauss's theorem. One who struggles with calculus cannot handle electromagnetic induction correctly.

Chemistry presents a dual challenge: Physical Chemistry requires mathematical problem-solving akin to physics, while Organic Chemistry demands pattern recognition and memory of reaction mechanisms. Students who rely on rote memorisation of reactions without understanding the underlying principles collapse in questions that present unfamiliar contexts or multi-step synthesis problems.

Mathematics is statistically the most feared subject. The 12-chapter syllabus spanning calculus, vectors, 3D geometry, probability, and linear programming is vast, and students need to pass theory and internal assessment separately — scoring at least 27 marks in the 80-mark theory paper. Those who fail to clear the theory component, even with full internal assessment marks, are marked as failed in the subject.

This dual-passing criterion — 33% in theory AND 33% in practicals separately — is a structural trap that catches thousands of students each year, particularly in Physics, where the theory paper is 70 marks and demands not just formula recall but derivation and numerical problem-solving.

2. The Coaching–School Divide

One of the most underappreciated drivers of failure is the quality gap between schools that teach and schools that merely conduct classes. Students in premier urban schools or KVs benefit from regular doubt-clearing, experienced faculty, and systematic revision schedules. Students in underfunded private schools in tier-2 towns or government schools in rural areas often face the opposite: teacher vacancies, incomplete syllabi, and no access to quality practicals.

The data tells this story starkly. In 2025, KVs recorded a 99.05% pass rate while independent schools managed only 87.94% and government schools hovered around 83–84%. The gap between the best and worst-performing institution types is nearly 16 percentage points — an almost unbridgeable chasm that no amount of examination reform can close without addressing what happens in classrooms throughout the year.

3. The Learning Loss of the COVID Years

The 2020 and 2021 cohorts sat for either no exams or heavily moderated ones, creating a generation of students who transitioned to Class 11 and 12 without the foundational Class 10 rigour they would normally have undergone. The return to normal examinations in 2022 and 2023 exposed this gap brutally. Government school pass rates dropped by 10 percentage points between 2022 and 2023, a direct consequence of the post-COVID hangover in schools that lacked the infrastructure to compensate through hybrid teaching.

The Science stream was the hardest hit, because conceptual Physics and Chemistry cannot be learned through emergency video lessons without laboratory work, interactive problem-solving, and teacher feedback.

4. Practical Examinations: A Double-Edged Sword

The separation of theory and practical marks creates a paradox in the Science stream. On one hand, practicals are designed to ensure students gain hands-on skills. On the other hand, the grading of practicals is largely school-internal, leading to wide inconsistency. In many schools, practical marks are effectively given at near-full to inflate overall results, but in others, the criteria are strictly applied.

More critically, a student who scores, say, 22 out of 70 in Physics theory (below 33%) fails the subject — regardless of their practical score. This "separate passing" rule means that students who are genuinely capable in laboratory work but struggle with theoretical derivations and numericals remain categorised as failed. This rule, while academically justified, is a significant contributor to the non-zero failure rate in Science.

5. The Mathematics Wall and the PCM Trap

Mathematics is the singular subject that blocks the highest number of Science stream students from passing. The specific difficulty is this: a student of the PCM combination (Physics, Chemistry, Mathematics) must pass all three. If Mathematics is weak, the entire Science stream result collapses. Unlike PCB (Physics, Chemistry, Biology) students, where Biology is comparatively more memory-friendly, PCM students face three analytically demanding subjects simultaneously.

Many students enter the Science stream not by aptitude but by social expectation — a pattern deeply embedded in Indian middle-class culture, where Science is seen as prestigious and career-opening. Students who might thrive in Commerce or Humanities find themselves trapped in Physics and Mathematics classrooms, struggling against a curriculum they are not equipped for, preparing for entrance exams (JEE, NEET) that further compress their board preparation time. The result is predictable: failure in one or more of the core Science subjects.

6. The New Relative Grading Stress

From the 2024–25 session, CBSE introduced a Relative Grading system, replacing the fixed absolute grading (e.g., A1 for 91–100). Under relative grading, a student's grade depends on how they perform compared to the full cohort, not against a fixed benchmark. While the intention is to reduce unhealthy competition and examination anxiety, its impact in the first year of full implementation (declared in 2026) may partly explain the 3.19 percentage point drop in pass rates. Students and teachers who trained for years under absolute grading found themselves navigating unfamiliar territory, and schools in less-informed geographies were particularly unprepared.


Part III: The Regional and Gender Dimension

The North-South Divide

Year after year, southern regions — Thiruvananthapuram, Chennai, Bengaluru, Vijayawada — top the regional rankings. In 2026, the top four spots all went to South India, with Thiruvananthapuram at 95.62%. The lowest-performing region, Prayagraj (which covers a large swath of Uttar Pradesh and Bihar), recorded just 79.53%.

This is not a mystery. Southern states have historically invested more in school education, teacher training, and infrastructure. The pupil-teacher ratio in Kendriya Vidyalayas across southern zones is better managed. Private school density and quality is higher. And critically, there is a stronger cultural emphasis on board examination preparation as a precursor to competitive entrance exams in these regions.

Prayagraj's consistently poor performance reflects the harsh reality of schools in semi-urban and rural UP, where teacher absenteeism, poor school infrastructure, lack of qualified Science teachers, and socioeconomic pressures on students (including child labour and migration) combine to depress results. Notably, the maximum compartment candidates in both 2025 and 2026 came from the Prayagraj region.

The Gender Gap

Girls outperform boys in CBSE Class 12 results every single year, and have done so without exception for the entire decade under review. In 2026, girls recorded 88.86% to boys' 82.13% — a gap of nearly 7 percentage points. In 2023, girls were ahead by 6.01%. Even in the Science stream, girls consistently perform better.

Several factors explain this pattern. Girls, on average, exhibit more consistent study habits, are less distracted by competitive entrance examination preparation that cannibalises board study time, and are under less peer pressure to choose the Science stream against aptitude. Boys in the Science stream are disproportionately enrolled in JEE/NEET coaching systems that often deprioritise board preparation. Many coaching institutes openly tell students to focus 80% on entrance exams and only 20% on boards — a strategy that regularly backfires for the weakest students.

The transgender category, meanwhile, achieved 100% pass rates in 2022, 2025, and 2026 — a remarkable statistic that reflects both the small cohort size and the extraordinary determination of students from this community to clear the board examination.


Part IV: The Compartment System — A Safety Net With Holes

CBSE's compartment examination is designed to give students a second chance when they fail in one subject. If a student fails in two or more subjects, however, they are declared failed outright and must repeat the entire year — a policy that can derail academic trajectories by a full year.

In 2025, approximately 1.29 lakh students were placed in the compartment category. In 2026, this rose to approximately 1.63 lakh — a nearly 27% increase in compartment students in a single year, directly linked to the tougher result environment and the new grading system's teething issues.

The compartment route, while useful, carries social stigma and logistical challenges. Students in rural areas often lack access to coaching for the July compartment exam. Family pressure, financial constraints, and the psychological impact of the initial "fail" result cause many students to disengage rather than prepare rigorously for their second attempt. The tragic incident in May 2023 — when the body of a Delhi student was recovered after she went missing following her compartment result — is a devastating reminder of the human cost of the pressure that CBSE results carry.


Part V: Why near 100% Pass is the Wrong Goal — And What the Right Goal Should Be

The question of why CBSE Science never reaches near 100% pass is ultimately the wrong question. The 2021 result — 99.37% without an examination — demonstrated that 100% is achievable only by removing the examination. Every serious educational system that maintains academic standards will have a non-zero failure rate. The real questions should be:

Is the failure concentrated in preventable systemic failures, or does it reflect genuine learning gaps?

The answer, based on the decade's data, is both. The 15% who did not pass in 2026 are not uniformly weak students. Many failed because:

  • They are in under-resourced government schools where the teacher for Physics or Chemistry has been absent for months.
  • They chose the Science stream under family or social pressure, without the aptitude or preparation for it.
  • They were caught in the separate theory-practical passing requirement despite overall competence.
  • They belong to regions where the educational ecosystem is broken — not because of individual failure, but because of decades of underinvestment.

What should CBSE and schools aim for instead of near 100% pass?

A more meaningful target is universal learning at grade level, measured not just by the 33% threshold but by competency benchmarks. Simultaneously, structural changes are urgently needed:

  • Aptitude-based stream selection: Introducing formal aptitude assessments before Class 11 to counsel students away from a Science stream they are not suited for, without social stigma.
  • Strengthening Science teaching in government schools: Targeted recruitment, training, and retention of qualified Physics, Chemistry, and Mathematics teachers in under-served regions, particularly UP, Bihar, Jharkhand, and northeastern states.
  • Reforming the theory-practical split: Consider a more integrated assessment where practical competence can partially compensate for below-threshold theory performance, especially in Physics and Chemistry.
  • Mental health infrastructure: Every CBSE-affiliated school must have a functioning counsellor, and the board must mandate student wellness check-ins around examination periods.
  • Early warning systems: Schools should use Class 11 internal assessments to identify at-risk students early enough to intervene before the Class 12 board examination.

Conclusion

A decade of CBSE Class 12 results tells a story of a system that educates tens of millions, achieves impressive results in its best institutions, and yet leaves a persistent 12–18% of Science students — disproportionately from rural, under-resourced, and socio-economically disadvantaged backgrounds — behind. The Science stream's structural difficulty, the coaching-school divide, the post-COVID learning deficit, the regional North-South chasm, and the psychological weight of social expectation combine to make near 100% pass not just unlikely but, in a system with genuine academic standards, arguably undesirable.

The goal must not be to engineer a near 100% pass rate through grade inflation or examination dilution. The goal must be to ensure that every student who walks into a Class 12 Physics, Chemistry, or Mathematics examination has been given the teacher quality, the resources, the guidance, and the mental support they needed throughout the year to have a fair chance. When that is achieved — and it is a matter of equity, not just pedagogy — the pass percentage will rise, not to 100%, but to something honest, sustainable, and worthy of the nation's investment in its young people.


Data sources: CBSE Official Result Statistics (2015–2026),Curriculum Magazine, Careers360, CollegeDekho, India.com, ETVBharat, Shiksha.com.

Friday, June 12, 2026

India Needs More Skill Centers Than Coaching Centers

India’s Educational Transition: Coaching vs. Skill Building

The debate over India's reliance on coaching centers versus the necessity for skill-building infrastructure highlights a fundamental tension in the nation’s education system: the difference between performance-oriented testing and employability-driven learning.

​The Core Disconnect
​The current prominence of the coaching industry is often described as a "systemic symptom" rather than a root cause. Coaching centers thrive because they address the immediate, high-stakes demand of competitive exams (like JEE, NEET, and UPSC) that the formal schooling system often fails to adequately prepare students for.
​
The Coaching Gap
Coaching centers fill a void by providing specialized study materials, time-management strategies, and a competitive environment. They are designed to "optimize" performance for entrance exams rather than to foster deep, holistic understanding.
​
The Skilling Void
Conversely, skill centers—which focus on vocational training, technical proficiency, and "job-ready" skills—are essential for bridging the gap between academic graduation and industry requirements. Reports frequently note that a significant percentage of Indian graduates, while degree-holders, lack the practical expertise required by the modern workforce.

​Why Skill Centers Are Crucial for India’s Future
​As India works toward its economic targets for 2030, the emphasis is shifting from rote-based credentials to competence-based outcomes:
​
Aligning with Industry
Skill centers, when done right, serve as a bridge between academia and the industrial sector. They provide hands-on experience that classrooms often lack, incorporating feedback from employers to ensure curricula are relevant to real-world demands.
​
The NEP 2020 Mandate
The National Education Policy (NEP) 2020 explicitly advocates for a move toward vocational training and "outcome-based learning." This policy push aims to integrate skill development directly into the mainstream education cycle rather than treating it as an afterthought.
​
Demographic Dividend
With a massive youth population, the challenge is not just "literacy" but "employability." Without robust skill infrastructure, the country risks a mismatch where millions of graduates remain underemployed because their educational training does not match the actual technical needs of the economy.
​
The Path Forward: Integration vs. Replacement
​Rather than viewing coaching and skill-building as mutually exclusive, experts suggest that the formal education system must evolve to incorporate the functions currently outsourced to both sectors:
​
Improving Mainstream Quality
If formal schools and universities cultivated critical thinking, personalized mentorship, and industry-aligned vocational skills, the necessity for external, profit-driven coaching centers would naturally diminish.
​
Industry-Led Training
There is a growing movement toward industry-led training, where companies collaborate with educational institutions to certify students, ensuring that the "skills" being taught are exactly what the market requires.
​
Redefining Success
Moving away from a "test-centric" culture to one that values technical, soft, and digital skills is a long-term shift. Establishing more skill centers is a key step in providing the practical avenues that currently don't exist within the standard academic pipeline.
​While coaching centers currently provide a "survival" strategy for students in a hyper-competitive environment, a transition toward high-quality, industry-linked skill centers is viewed as vital for sustained national development and long-term economic stability.

My Perspective on Coaching vs. Skill-Building

In the context of the curriculum and career guidance I think, the balance between coaching and skill-building is essentially a tension between immediate exam milestones and long-term professional readiness.

​As an educator, I view the integration of these two domains through the following lens:

​Curriculum Alignment 
While I must ensure students are prepared for formal assessments like the Class 12 CBSE examinations, I prioritize weaving conceptual depth into the syllabus. By focusing on fundamental understanding in subjects like physics, we need to provide a foundation that reduces the reliance on "coaching-style" memorization.

​Career Guidance as a Bridge
I view my role as helping students look beyond the immediate hurdle of entrance exams. This involves mentoring them on how academic subjects—such as electromagnetism or optics—connect to modern industrial applications. By doing so, I hope to shift their mindset from "exam success" to "domain competency."

​Practical Engagement 
Guiding students through projects like waste-to-energy models, hands on experiments, tangible modelling and digital media creation(like making animations) is a direct attempt to provide the skill-building that coaching centers typically ignore. This hands-on experience is critical, as it aligns with the broader national shift toward vocational and competency-based learning.

​Managing Expectations 
I encourage students to see coaching as a tactical tool for test performance, while viewing skill-building as their strategic advantage for long-term career growth. The challenge, and my objective, is to ensure the latter is not sacrificed for the sake of the former.

References:
Borah, M. Significance of Vocational Education in National Education Policy- 2020. State Institute of Education, Allahabad. 
Hari, M. R. M. S. (2026). Bridging the gap: The impact of skill-based education on employability in India's AI era. TPMAP. 
Sanghi, M. S. (2015). Skill Development and Productivity of the Workforce. NITI Aayog. 
Sharma, R., & Sharma, I. (2021). Integrating skill-based education in Indian higher education sector: Transitioning from academia to workplace. Towards Excellence, 604–621.  
Shekhawat, B. S., Meena, D., Yadav, S., Dhaka, V., & Vignesh, K. (2023). Stress and coping strategy among coaching and non-coaching students in Kota: A comparative study. Industrial Psychiatry Journal, 32, S105-S111. https://doi.org/ 10.4103/ipj.ipj_203_23.  
Sivaraman, S. (2026). Evaluating the impact of NEP 2020 on higher education reforms and skill development in India: A systematic literature review. Frontiers in Education. 

Senario of Elementary Education in West Bengal

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