Context: The hurried implementation of the Central Board of Secondary Education’s (CBSE) digital On-Screen Marking (OSM) system has sparked intense ethical debate following severe technical glitches, blurred script scans, and inconsistent marking patterns.

About The Transparency And Credibility In Public Institutions:
What is Transparency?
- In the realm of public administration and governance, transparency is the ethical obligation of an institution to operate openly, predictably, and understandably. It ensures that stakeholders have unfettered, unhindered access to the information, standard operating procedures (SOPs), and decision-making workflows that govern institutional actions.
- In an educational context, it represents the right of a student to see the exact criteria, methodology, and steps used by an evaluator to assess their intellectual work.
What it is Credibility?
- Credibility is the moral capital an institution earns over time, built on a foundation of reliability, fairness, expertise, and consistency. It reflects the level of trust the public places in the institution’s capacity to fulfill its mandates without bias, error, or systemic failure.
- When a public institution possesses high credibility, its certificates, evaluations, and judgments are accepted by society as valid and just benchmarks for human progress.
Importance of Transparency and Credibility in Public Institutions
- Upholding the Principle of Distributive Justice: Open and credible evaluation frameworks ensure that public rewards, such as college admissions and scholarships, are distributed purely on merit rather than arbitrary errors.
Example: For Class XII students, accurate evaluation directly decides highly competitive university placements, making institutional fairness an absolute prerequisite for societal equity.
- Preventing the Abuse of Administrative Power: Operating under public scrutiny stops institutions from acting arbitrarily and blocks bureaucratic apathy from harming individual citizens.
Example: Releasing comprehensive subject marking schemes within a week prevents examiners from applying personal bias, forcing them to follow uniform guidelines.
- Fostering Civic Trust and Institutional Legitimacy: When public bodies operate with absolute clarity, it builds social harmony and reinforces public faith in state systems.
Example: Proactively providing scanned answer books to all students free of cost eliminates public suspicion and reduces legal disputes over grading.
- Driving Continuous Organizational Improvement: Open tracking networks expose structural flaws early, allowing public institutions to fix technical and operational issues before they escalate.
Example: Using digital audit trails and anomaly-detection systems allows supervisors to catch evaluation errors instantly, ensuring consistent grading standards.
Ethical Theories Associated with Public Governance:
- Deontological Ethics (Duty and Procedural Fairness): Under Immanuel Kant’s deontological framework, public institutions have an absolute, non-negotiable moral duty to protect the rights of individuals, regardless of the cost or administrative effort. For examination boards, this means treating students as ends in themselves—entitling them to verify that their scripts are complete, readable, and evaluated strictly according to established rules.
- Utilitarianism (Maximizing Public Well-Being): Jeremy Bentham and John Stuart Mill’s utilitarian focus demands that public systems optimize the “greatest happiness for the greatest number.” Hurried digital rollouts that create server errors and grading anomalies violate this principle by causing widespread distress among millions of students and families. True utilitarian value is achieved only when robust, fully simulated infrastructure delivers accurate results, maximizing trust and system stability.
- Rawlsian Justice (The Veil of Ignorance): John Rawls’ theory of justice as fairness states that institutional rules must be designed to protect the most vulnerable stakeholders. Charging high fees to access digitised answer scripts creates an unfair financial barrier that discriminates against lower-income families. A just system must provide free, equal access to these scripts to ensure fairness across all socio-economic backgrounds.
Challenges to Transparency and Credibility in Institutions:
- Hurried System Rollouts Without Adequate Training: Deploying complex software tools without testing creates technical confusion, undercutting the accuracy of public evaluations.
Example: Rushing the OSM rollout without proper pilot testing led to severe marking errors, uneven step-grading, and left answers unchecked.
- Commercialization of Public Records and Data Access: Charging citizens high fees to access their own records acts as a financial barrier that blocks accountability.
Example: Forcing students to pay fees to view their own digitised answer scripts protects bad evaluations while penalizing lower-income applicants.
- Weak Infrastructure Leading to Operational Failure: Using under-powered servers or low-quality hardware introduces data errors that compromise institutional accuracy.
Example: Using poor-quality scanning equipment produced blurred and incomplete digital files, making it impossible for evaluators to grade fairly.
- A Lack of External Quality Audits and Oversight: Operating within isolated bureaucratic silos allows errors to multiply undetected, damaging long-term credibility.
Example: The absence of real-time independent moderation allowed arbitrary marking variations to slip through, sparking public controversy.
Way Forward:
- Mandating Free and Open Access to Digital Answer Scripts: Provide encrypted, scanned answer copies to all students free of charge through secure online portals within two weeks of their exams to ensure absolute transparency.
- Enforcing Comprehensive Pre-Board Stress Testing: Require full-scale mock simulations and load testing on digital servers during local school exams to fix portal bugs before a national rollout.
- Implementing Standardized Step-Marking Guidelines: Release subject-wise grading keys and acceptable alternative solutions online within a week of the exam to eliminate evaluator subjectivity.
- Deploying Automated Digital Audit Controls: Embed AI-driven totaling checks, real-time online moderation, and anomaly-detection trackers within the evaluation software to ensure grading consistency.
- Structuring Mandatory Ethics and Digital Training for Staff: Require all evaluators, scanning operators, and system managers to complete formal training in digital handling and ethical grading practices before reviewing scripts.
Conclusion:
The evaluation framework is the moral anchor of the educational ecosystem, directly shaping the future opportunities and academic journeys of young citizens. While shifting to digital platforms like On-Screen Marking offers valuable opportunities for modernization, rushing the rollout without proper infrastructure or staff training risks undermining public trust and creating systemic unfairness.








