VISTAR Scheme: Modernising India’s Statistical System

Context

The Union Cabinet approved VISTAR (Viksit Bharat Initiative for Statistical Transformation, Analytics & Research) with an outlay of ₹4,371.10 crore for FY 2026–27 to FY 2030–31 to modernise India’s official statistical system through AI and real-time data analytics.

About the Scheme

1. Nature & Funding: Central Sector Scheme fully funded by the Centre and implemented by MoSPI (Ministry of Statistics and Programme Implementation).
2. Restructuring: Unifies MoSPI surveys, data operations, and the Economic Census, replacing the earlier Capacity Development Scheme and SSS (Support for Statistical Strengthening).
3. Key Objective — 

• Timeliness: Ensures faster and more prompt data release.
• Granularity: Produces micro-level district-level and city-level estimates.
• Interoperability: Builds harmonised datasets that link across sources to enable AI-based analysis.

Key Components of VISTAR Scheme

1. Comprehensive Statistical Operations & Ecosystem

• Expanded Surveys: Plans 59 surveys (up from 43) to systematically cover critical economic and data gaps.
• Digitalisation & AI: Upgrades to end-to-end digital processing using AI and ML (Machine Learning).
• New Economic Indicators: Introduces HISP (Headline Index of Services Production) for services and IUSE (Index of Unincorporated Sector Enterprises) for non-corporate small businesses.

2. Support for Statistical Strengthening (SSS)

• Performance Funding: Grants funds to States/UTs using a deliverable-linked framework tied strictly to targets.
• Local Capacity Building: Empowers states to produce reliable district-level data for evidence-based local policymaking.
• Granular Technical Estimates: Utilizes PLFS (Periodic Labour Force Survey), HCES (Household Consumption Expenditure Survey), and ASUSE (Annual Survey of Unincorporated Sector Enterprises) to estimate State/District GDP and State IIP (Index of Industrial Production).

3. Economic Census (EC)

• 8th Economic Census: Maps all non-farm establishments and workers down to gram panchayat and ward levels with State/UT support.
• Foundational Significance: Replaces the 7th Economic Census (2019) to establish the master registry for all future business surveys.

Significance

1. Evidence-Based Policy: Improves target accuracy for government schemes and sharpens fiscal planning.
2. Better Economic Indicators: Refines core metrics like GDP (Gross Domestic Product), inflation, employment, and output in the informal and services sectors.
3. Local Governance: Supplies granular district- and ward-level data to empower PRIs (Panchayati Raj Institutions) and ULBs (Urban Local Bodies).
4. Federal Strength: Enhances state-level statistical systems and boosts overall data quality.
5. Global Credibility: Reliable official statistics build trust with investors, researchers, and international agencies.
6. Tech Adoption: Uses AI (Artificial Intelligence) and ML (Machine Learning) for faster data processing.

Challenges

1. Data Quality: Vulnerable to sampling errors, poor field coverage, and frequent changes in methodology.
2. State Capacity: Hindered by shortages of trained manpower and weak statistical infrastructure in states.
3. Informal Sector Coverage: Hard to capture small, unorganized, and unregistered businesses.
4. Data Privacy: Micro-level data collection and AI usage raise confidentiality and privacy concerns.
5. Implementation Lags: Survey and Economic Census delays make output data outdated.

Way Forward

1. Timely Execution: Ensure strict, time-bound completion of the 8th Economic Census and regular survey releases.
2. Capacity Building: Upgrade infrastructure and train staff across State Statistical Bureaus.
3. Transparency: Openly share survey methodologies and release anonymized microdata safely.
4. Data Protection: Enforce robust privacy standards and follow ethical AI guidelines.
5. Policy Linkage: Directly embed statistical findings into policy design and local development planning.

FAQs

Q1. Which ministry implements VISTAR?
Ans. The Ministry of Statistics and Programme Implementation (MoSPI).

Q2. What are the three components of VISTAR?
Ans. Comprehensive Statistical Operations, Support for Statistical Strengthening (SSS) and Economic Census.

Q3. What is the Support for Statistical Strengthening (SSS)?
Ans. A deliverable-linked funding mechanism to strengthen state statistical capacity and generate district- and city-level data.

Q4. What is the Economic Census?
Ans. A count of all non-farm establishments and their workers, covering gram panchayat and ward levels.

Q5. Which new indices will be introduced?
Ans. Headline Index of Services Production and Index of Unincorporated Sector Enterprises.