​Data hygiene: On the Census and enumerators

2026-06-05 · 3 min

UPSC CSE Context Why in News: Census 2027 enumerators in Rajasthan and Uttar Pradesh face pressure to alter data to show government schemes in a positive light. Syllabus Connection: Polity: Census, data integrity, and governance; GS Paper 2: Government policies and interventions. Exam Relevance: Highlights tension between administrative targets and data credibility, relevant for questions on Census, policy evaluation, and governance ethics. Core Issue Census enumerators instructed to sanitise data, compromising accuracy. Key Development: Enumerators told to change 'open defecation' entries to 'access to latrine' based on nearby toilet availability. Stakeholders: Director of Census Operations Rajasthan Union Government State Governments Rajasthan, Uttar Pradesh Citizens Static Knowledge High Value Background: Census in India is conducted under the Census Act, 1948, and is the largest administrative exercise for data collection. Houselisting and Housing Census HLO is the first phase, col

## UPSC CSE Context **Why in News:** Census 2027 enumerators in Rajasthan and Uttar Pradesh face pressure to alter data to show government schemes in a positive light.

**Syllabus Connection:** Polity: Census, data integrity, and governance; GS Paper 2: Government policies and interventions.

**Exam Relevance:** Highlights tension between administrative targets and data credibility, relevant for questions on Census, policy evaluation, and governance ethics.

## Core Issue Census enumerators instructed to sanitise data, compromising accuracy.

**Key Development:** Enumerators told to change 'open defecation' entries to 'access to latrine' based on nearby toilet availability.

**Stakeholders:** - Director of Census Operations (Rajasthan) - Union Government - State Governments (Rajasthan, Uttar Pradesh) - Citizens

## Static Knowledge

**High-Value Background:** - Census in India is conducted under the Census Act, 1948, and is the largest administrative exercise for data collection. - Houselisting and Housing Census (HLO) is the first phase, collecting data on housing conditions and amenities.

**Exam Linkage:** - Useful for questions on data integrity in governance and the role of Census in policy formulation.

**Concepts in Context:** - Open Defecation Free (ODF) classification: A certification based on sanitation coverage, but may not reflect actual behaviour. - Data sanitisation: Deliberate alteration of data to present a favourable picture, undermining credibility.

**Institutions and Mechanisms:** - Office of the Registrar General and Census Commissioner of India: Oversees Census operations. - Directorate of Census Operations: State-level body implementing Census.

## Dynamic Analysis

### Governance - Pressure on enumerators reveals conflict between performance targets and data accuracy. - Re-verification used as a tool for data sanitisation rather than quality improvement. - Lack of independent oversight may lead to systematic misrepresentation of ground realities. - Inadequate allowances and training for enumerators affect data quality and morale.

### Ethics - Enumerators face ethical dilemma between following orders and reporting truth. - Data manipulation violates principles of transparency and accountability in public administration. - Policy decisions based on sanitised data can misallocate resources and harm intended beneficiaries.

### Development - Swachh Bharat Mission's ODF claims may be overstated if Census data is altered. - Inaccurate data on sanitation can lead to flawed policy evaluation and continuation of open defecation. - Classification of villages as ODF Plus may not reflect actual infrastructure usage.

## Prelims Takeaways - Census Act, 1948 governs the conduct of Census in India.

## Mains Value Addition

**Arguments:** - Data integrity is foundational for evidence-based policymaking; its compromise undermines trust in government statistics. - Administrative pressure to show schemes in positive light can lead to perverse incentives for data manipulation. - Census data is used for delimitation, resource allocation, and welfare targeting; inaccuracies can have long-term consequences. - Enumerators are frontline data collectors; their working conditions and ethical training are critical for data quality.

**Examples:** - In Uttar Pradesh, enumerators advised not to select options that show government in poor light.

**Data Points:** - Census 2027 budget: approximately ₹11,718 crore. - States affected: Rajasthan and Uttar Pradesh.

**Counterpoints:** - Re-verification is a legitimate quality control measure; the issue is its misuse. - Some data discrepancies may arise from enumerator error, not intentional manipulation. - ODF classification is a useful administrative tool; the problem is when it overrides ground reality.

## Way Forward - Establish independent audit mechanism for Census data to ensure accuracy. - Provide clear guidelines to enumerators that data must reflect reality, not perceptions. - Enhance enumerator allowances and training to reduce pressure and improve morale. - Separate performance evaluation of schemes from Census data collection to avoid conflict of interest. - Promote public awareness about the importance of providing correct information during Census.

Source: The Hindu Editorial