Why in News?
The Parliamentary Standing Committee on Education has sought explanations from education officials regarding technical glitches in CBSE’s On-Screen Marking (OSM) system. Concerns over evaluation accuracy, missing supplementary sheets, and declining pass percentages have reignited debate about the effectiveness of large-scale digital assessment systems.

The issue has broader implications for governance, digital transformation, public service delivery, and accountability in India’s education sector.
What is CBSE’s On-Screen Marking (OSM) System?
On-Screen Marking (OSM) is a digital evaluation process in which answer sheets are scanned and uploaded to a secure digital platform where examiners assess them electronically.
Key Features
- Digital scanning of answer sheets.
- Centralized evaluation.
- Automated mark compilation.
- Digital audit trail.
- Reduced physical transportation of answer scripts.
The objective is to improve transparency, speed, and consistency in evaluation.
Evolution of Digital Evaluation in India
First Attempt in 2014
CBSE initially experimented with digital evaluation in 2014.
However, several challenges emerged:
- Limited digital infrastructure.
- Connectivity issues.
- Lack of examiner training.
- Operational difficulties.
As a result, the initiative was scaled back.
Reintroduction in 2026
The 2026 rollout marked one of the largest digital evaluation exercises globally.
According to reports:
- Nearly 9.8 million answer sheets were digitized.
- Thousands of evaluators participated.
- The system was expected to reduce manual errors and enhance efficiency.
However, implementation challenges soon became evident.
Challenges Faced During Implementation
Technical Glitches
Several evaluators reported:
- Slow system response.
- Login failures.
- Platform instability.
- Image loading delays.
Such disruptions affected evaluation efficiency and consistency.
Illegible Scanned Copies
One major issue involved poor-quality scans.
Problems included:
- Blurred handwriting.
- Cropped pages.
- Missing content.
- Distorted images.
Reports suggested that thousands of answer sheets required manual intervention.
Missing Supplementary Sheets
Students alleged that supplementary answer sheets were not visible during evaluation.
This raised concerns regarding:
- Accuracy of assessment.
- Fairness of evaluation.
- Credibility of examination results.
Examiner Fatigue
Digital evaluation presents unique challenges.
Examiners reported:
- Eye strain.
- Increased screen time.
- Reduced concentration.
- Difficulty evaluating lengthy descriptive answers.
This highlights the importance of ergonomics in educational technology adoption.
Governance Challenges Revealed by OSM
The controversy is not merely technological; it is fundamentally a governance issue.
Digital Governance and Public Service Delivery
The OSM experience highlights challenges in implementing digital reforms within public institutions.
Key concerns include:
- Infrastructure readiness.
- Technology procurement.
- Capacity building.
- Monitoring and evaluation.
Accountability of Technology Vendors
Public scrutiny has focused on private vendors responsible for the platform.
Important governance questions arise:
- How are vendors selected?
- What accountability mechanisms exist?
- Are independent audits conducted?
- How is data security ensured?
Transparency Deficit
Students and parents often struggle to understand:
- Evaluation procedures.
- Error correction mechanisms.
- Re-evaluation protocols.
Transparency remains critical for maintaining public trust.
Benefits of Digital Evaluation
Despite current challenges, digital evaluation offers significant advantages.
Faster Processing
Digital systems can:
- Reduce logistical delays.
- Speed up result declaration.
- Improve operational efficiency.
Improved Record Management
Digital records:
- Reduce paper usage.
- Enable long-term storage.
- Facilitate audits.
Reduced Human Errors
Automation helps eliminate:
- Totalling mistakes.
- Data entry errors.
- Script misplacement.
Better Monitoring
Authorities can track:
- Examiner performance.
- Evaluation timelines.
- Quality control metrics.
International Experience
Several international boards use digital evaluation systems.
International Baccalaureate (IB)
- Digital moderation.
- Standardized evaluation.
- Global examiner networks.
Cambridge Assessment
- Electronic script management.
- Digital quality assurance.
However, successful implementation depends on:
- Robust infrastructure.
- Continuous training.
- Effective grievance mechanisms.
Impact on Students
Students remain the most important stakeholders.
Psychological Impact
Concerns regarding:
- Fairness.
- Transparency.
- Result credibility.
can increase examination-related stress.
Trust Deficit
Public confidence in examinations is essential because educational assessments influence:
- College admissions.
- Scholarships.
- Career opportunities.
Parliamentary Oversight and Accountability
The Parliamentary Standing Committee’s intervention demonstrates the importance of legislative oversight.
Role of Parliamentary Committees
They help:
- Review implementation challenges.
- Examine policy outcomes.
- Strengthen accountability.
- Recommend corrective measures.
Such oversight is crucial for ensuring that digital reforms achieve intended objectives.
UPSC Perspective
GS Paper 2
Topics Covered:
- Governance.
- Education.
- Accountability.
- Parliamentary Committees.
- Public Policy.
GS Paper 3
Topics Covered:
- Science and Technology.
- Digital Infrastructure.
- Technology Adoption.
- Cyber Security.
Challenges Ahead
- Digital divide.
- Data privacy concerns.
- Infrastructure limitations.
- Cybersecurity risks.
- Institutional capacity constraints.
Way Forward
Strengthen Infrastructure
- High-quality scanners.
- Reliable cloud systems.
- Redundant backup mechanisms.
Independent Technology Audits
Regular audits should examine:
- Security.
- Performance.
- Reliability.
Capacity Building
Training programs for:
- Examiners.
- Administrators.
- Technical staff.
Hybrid Evaluation Model
A hybrid model combining digital systems with manual verification can enhance trust.
Strong Grievance Redressal System
Students should have access to:
- Transparent review mechanisms.
- Affordable re-evaluation options.
- Timely resolution of disputes.
UPSC Mains Practice Question
Critically examine the opportunities and challenges associated with the digitalization of examination systems in India. Discuss with reference to the CBSE On-Screen Marking system. (250 Words, 15 Marks)
Answer Structure
Introduction
Define digital evaluation and mention CBSE’s OSM initiative.
Opportunities
- Faster evaluation.
- Transparency.
- Reduced human errors.
- Better record management.
Challenges
- Technical glitches.
- Infrastructure gaps.
- Cybersecurity concerns.
- Accountability issues.
Way Forward
- Capacity building.
- Technology audits.
- Hybrid verification.
- Strong grievance redressal.
Conclusion
Technology should strengthen educational governance without compromising fairness, transparency, and student trust.
Frequently Asked Questions (FAQs)
Q1. What is CBSE’s On-Screen Marking (OSM) system?
The On-Screen Marking (OSM) system is a digital evaluation process used by CBSE in which physical answer sheets are scanned and uploaded to a secure online platform for assessment by examiners. The system aims to improve efficiency, transparency, and accuracy in the evaluation process.
Q2. Why did CBSE introduce digital evaluation?
CBSE introduced digital evaluation to reduce logistical challenges associated with physical answer sheets, minimize manual errors in mark compilation, accelerate result processing, and create a transparent audit trail for examinations.
Q3. What are the major concerns regarding the OSM system?
Several concerns have emerged regarding the OSM system, including technical glitches, illegible scanned answer sheets, missing supplementary pages, platform instability, examiner fatigue, and questions about the overall reliability of digital assessment.
Q4. Why is the Parliamentary Standing Committee reviewing the OSM system?
The Parliamentary Standing Committee on Education is reviewing the system to examine implementation challenges, assess accountability mechanisms, identify governance gaps, and recommend measures to improve transparency and efficiency in the evaluation process.
Q5. How can technical glitches affect examination outcomes?
Technical issues such as incomplete scans, poor image quality, software errors, or missing supplementary sheets can potentially affect the accuracy of evaluation, thereby impacting students’ marks and raising concerns about fairness and credibility.
Q6. What are the advantages of digital evaluation over traditional marking?
Digital evaluation offers several benefits, including faster processing of answer sheets, reduced transportation costs, automated mark compilation, better record management, improved monitoring of evaluators, and enhanced transparency in assessment.
Q7. What governance lessons emerge from the CBSE OSM experience?
The OSM experience highlights the importance of robust digital infrastructure, institutional accountability, transparent grievance-redress mechanisms, stakeholder consultation, independent technology audits, and adequate capacity building before implementing large-scale digital reforms.
Q8. How do international examination boards use digital evaluation?
International boards such as the International Baccalaureate (IB) and Cambridge Assessment use digital evaluation systems supported by strong technological infrastructure, examiner training, quality assurance mechanisms, and rigorous monitoring frameworks.
Q9. What role do private technology vendors play in digital evaluation?
Technology vendors provide software platforms, scanning infrastructure, cloud services, and technical support for digital evaluation systems. Their performance directly affects the reliability, security, and efficiency of the assessment process.
Q10. Why is this issue important for UPSC Civil Services Examination?
The issue is relevant for GS Paper 2 (Governance, Education, Public Policy, Accountability) and GS Paper 3 (Science and Technology, Digital Infrastructure). It provides insights into digital governance, public service delivery, technology adoption, and institutional reforms.
Q11. What is the difference between On-Screen Marking (OSM) and Computer-Based Testing (CBT)?
OSM refers to the digital evaluation of scanned answer sheets after a written examination, whereas Computer-Based Testing (CBT) involves candidates taking the examination directly on a computer interface.
Q12. What steps can improve the effectiveness of digital evaluation systems?
The effectiveness of digital evaluation can be improved through high-quality scanning infrastructure, independent technology audits, examiner training, cybersecurity safeguards, hybrid verification mechanisms, and robust grievance-redress systems for students.
Prelims Quick Facts
| Term | Details |
|---|---|
| OSM | On-Screen Marking |
| CBSE | Central Board of Secondary Education |
| CBT | Computer-Based Testing |
| Parliamentary Standing Committee | Legislative oversight body |
Mains Value Addition
Keywords: Digital Governance, Public Service Delivery, Educational Reforms, Institutional Accountability, Technology Adoption, E-Governance, Transparency.
