Why Have India’s Statistical Databases Been Upgraded?

Context

In November 2025, the International Monetary Fund (IMF) assigned India a ‘C’ grade for the quality of its national accounts statistics, citing concerns regarding:

  • Data quality
  • Representativeness
  • Statistical methodologies
  • Reliability of economic estimates

In response, the Government of India initiated a comprehensive overhaul of major statistical databases to improve the timeliness, accuracy, coverage, and credibility of official economic data.


Major Statistical Indicators Updated

The reforms cover four key statistical systems:

  1. National Accounts Statistics (NAS)
  2. Index of Industrial Production (IIP)
  3. Consumer Price Index (CPI)
  4. Wholesale Price Index (WPI)

Additionally, a new Producer Price Index (PPI) has been introduced.


National Accounts Statistics (NAS)

What is NAS?

The National Accounts Statistics (NAS) are compiled by the Ministry of Statistics and Programme Implementation (MoSPI).

NAS includes:

  • Gross Domestic Product (GDP)
  • Gross Value Added (GVA)
  • Sector-wise output and growth estimates
  • Government expenditure
  • Private investment
  • Household consumption
  • Exports and imports

The data are released on a quarterly and annual basis.


Why Was Revision Necessary?

Earlier GDP and GVA estimates used 2011–12 as the base year.

Since then:

  • Digital services have expanded rapidly.
  • Organized manufacturing has gained importance.
  • Consumption patterns have changed significantly.
  • Some traditional sectors have declined in relative importance.

An outdated base year makes economic estimates less representative of the current structure of the economy.


Key Reforms in NAS

1. Change in Base Year

  • Base year revised from 2011–12 to 2022–23.
  • Provides a more realistic picture of the present economy.

2. Adoption of the Double Deflator Method

Under this approach:

  • Output prices are deflated separately.
  • Input prices are deflated separately.

This improves the estimation of real GDP growth by capturing changes in production costs more accurately.

Current Coverage

The method is presently applied to:

  • Agriculture
  • Manufacturing

It is expected to be gradually extended to other sectors.


3. Better Treatment of Multi-Activity Enterprises

Earlier Method

The entire output of a company was assigned to its principal activity.

New Method

Output is allocated proportionately across different activities and sectors.

Benefits:

  • Improves sectoral estimates.
  • Reduces statistical distortions.
  • Reflects economic activity more accurately.

4. New Data Sources Incorporated

The revised NAS now uses:

  • Goods and Services Tax (GST) data
  • Periodic Labour Force Survey (PLFS) data

Improved methodologies have also been adopted to minimize statistical discrepancies.


Index of Industrial Production (IIP)

What is IIP?

The Index of Industrial Production (IIP) measures monthly industrial activity and covers:

  • Manufacturing
  • Mining
  • Electricity

It is an important indicator used in GDP and GVA estimation.


Key Reforms

Base Year Revision

  • Revised from 2011–12 to 2022–23.

Inclusion of New Sectors

The revised IIP now includes:

  • Gas supply
  • Water supply
  • Sewerage services
  • Waste management

Better Energy Data

Separate estimates are now provided for:

  • Renewable electricity generation
  • Non-renewable electricity generation

Enhanced Mineral Data

Provides more detailed information on mineral production.

Expanded Item Basket

Indicator Earlier Revised
Items Covered 839 1,042
Item Groups 407 463

This improves the representation of modern industrial activity.


Consumer Price Index (CPI)

What is CPI?

The Consumer Price Index (CPI) measures retail inflation faced by consumers.

Compiled by:

  • Ministry of Statistics and Programme Implementation (MoSPI)

Importance of CPI

The CPI is used for:

  • Monetary policy decisions by the Reserve Bank of India
  • Dearness Allowance (DA)
  • Dearness Relief (DR)

Key Reforms

New Base Year

  • Updated to 2024.

Updated Consumption Basket

The revised basket is based on:

  • Household Consumption Expenditure Survey (HCES) 2023–24

This ensures better reflection of present-day consumption patterns.


Expansion of Categories

Indicator Earlier Revised
Major Categories 6 12
Goods & Services 299 358

New Items Added

Housing

  • Rural house rent included for the first time.

Digital Services

  • Online media subscriptions
  • Streaming services

Modern Energy Sources

  • Compressed Natural Gas (CNG)
  • Piped Natural Gas (PNG)

Improved Measurement

Data collection has been strengthened for:

  • Telephone charges
  • Railway fares
  • Airfares
  • Postal services

Obsolete Items Removed

The revised CPI excludes outdated products such as:

  • VCRs
  • DVD players
  • Radios
  • Tape recorders
  • Audio cassettes

Wholesale Price Index (WPI)

What is WPI?

The Wholesale Price Index (WPI) measures inflation at the wholesale level.

Compiled by:

  • Ministry of Commerce and Industry

Key Reforms

Base Year Revision

  • Updated to 2022–23.

Expanded Coverage

Indicator Earlier Revised
Items Covered 697 957

Reclassification of Products

  • Crude petroleum
  • Natural gas

have been shifted from Primary Articles to Fuel and Power, improving classification accuracy.


Producer Price Index (PPI)

Introduction

In June 2026, India introduced the Producer Price Index (PPI).


What Does PPI Measure?

PPI tracks:

Input Prices

Prices paid by producers for raw materials and intermediate goods.

Output Prices

Prices received by producers for final products and services.


How is PPI Different from WPI?

Feature WPI PPI
Covers Goods Yes Yes
Covers Services Limited Yes
Includes Indirect Taxes Yes No
Includes Transport Costs Yes No
Measures Producer-Level Inflation Limited Better

Thus, PPI provides a more accurate picture of inflation faced by producers.


Future Roadmap

The Government plans to:

  • Gradually phase out WPI over the next five years.
  • Use CPI and PPI as India’s two principal inflation indicators.

Significance of the Reforms

Improved Accuracy

Updated base years better reflect the structure of the modern economy.

Better Policy Making

More reliable data improves:

  • Fiscal policy
  • Monetary policy
  • Industrial planning

Enhanced International Credibility

The reforms address concerns raised by the IMF and strengthen confidence in India’s official statistics.

Better Measurement of Emerging Sectors

New-age sectors such as:

  • Digital services
  • Renewable energy
  • Modern consumption patterns

are now better represented.

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