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Services Sector Performance and GDP Nowcasting in India: An Empirical Analysis Using High-Frequency Indicators (FY25–FY26)

  Services Sector Performance and GDP Nowcasting in India: An Empirical Analysis Using High-Frequency Indicators (FY25–FY26) Abstract The services sector remains the primary stabilising force in India’s Gross Value Added (GVA), demonstrating robust growth momentum during FY26. This study analyses sectoral performance trends using national accounts data and high-frequency indicators (HFIs), applying econometric techniques such as Dynamic Factor Models (DFM), correlation analysis, trend comparison, and growth decomposition. The services sector exhibited accelerated growth of 9.1% in FY26 compared to 7.2% in FY25, with strong domestic demand and steady exports driving expansion. Using nowcasting methodology, the study evaluates real-time GDP estimation and validates momentum using PMI services, cargo movement, and freight traffic indicators. Findings confirm that services-led expansion remains resilient, although transport-related segments face short-term cost and geopolitical pre...

Trends in the Domestic Economy: An Analytical Study of India’s Growth Momentum Based on FY26 First Advance Estimates

 Trends in the Domestic Economy: An Analytical Study of India’s Growth Momentum Based on FY26 First Advance Estimates



Abstract

The domestic economy of India continues to demonstrate resilience and sustained growth despite global economic volatility. The First Advance Estimates (FAE) for FY26 released by Ministry of Statistics and Programme Implementation project real GDP growth at 7.4% and Gross Value Added (GVA) growth at 7.3%, reaffirming the country’s position as one of the fastest-growing major economies. This research paper analyses sectoral performance, demand and supply dynamics, structural drivers, policy implications, and future outlook based on the FY26 estimates. The study finds that domestic demand, manufacturing expansion, and services sector strength remain primary drivers of growth, while capital formation and financial services are emerging as key contributors to economic resilience.

Keywords

Domestic Economy; GDP Growth; Gross Value Added (GVA); First Advance Estimates (FAE); Demand-Side Drivers; Supply-Side Drivers; Private Final Consumption Expenditure (PFCE); Government Final Consumption Expenditure (GFCE); Gross Fixed Capital Formation (GFCF); Manufacturing Growth; Services Sector Expansion; Agricultural Performance; Industrial Growth; Infrastructure Development; Capital Formation; Domestic Demand; Investment-Led Growth; Sectoral Contribution to GDP; Structural Transformation; Economic Resilience; Public Expenditure; Financial Services Growth; Digital Economy; Economic Survey Analysis; Macroeconomic Trends; Emerging Economy Growth; Growth Momentum Analysis; Sectoral Decomposition; Fiscal Policy Impact; Economic Forecasting.

1. Introduction

The domestic economic landscape in FY26 reflects a strong recovery trajectory supported by structural reforms, public investment, and robust domestic consumption. The First Advance Estimates offer an early macroeconomic assessment of the economy’s trajectory. Despite uncertainties such as global supply chain disruptions, geopolitical tensions, and inflationary pressures, the domestic economy continues to expand at a healthy pace.

This research aims to:

Analyse growth trends using FY26 advance estimates.

Examine demand and supply drivers of growth.

Evaluate sectoral contributions to GDP.

Assess policy and structural implications for future growth.

 

2. Methodology and Data Sources

The study relies primarily on:

First Advance Estimates (FAE) FY26.

Provisional Estimates FY25.

Sectoral growth rates and expenditure components from official macroeconomic data.

Analytical methods include:

Comparative growth analysis (H1 FY25 vs H1 FY26).

Sectoral decomposition.

Demand-side macroeconomic evaluation.

Trend projection and structural analysis.

 

3. Overview of Macroeconomic Growth Trends

The FY26 estimates indicate:

Real GDP Growth: 7.4%.

GVA Growth: 7.3%.

GDP Growth in H1 FY26: 8.0%, reflecting accelerated economic activity.

Key Observations:

Growth exceeded earlier forecasts.

Domestic demand continues to anchor expansion.

Capital formation shows steady improvement.

Services sector remains dominant in value addition.

The growth trajectory highlights a transition toward investment-led expansion rather than solely consumption-driven growth.

 

4. Supply-Side Analysis: Sectoral Growth Dynamics

4.1 Agriculture and Allied Activities

Growth slowed slightly to 3.1% annually.

Improvement in H1 FY26 indicates favourable monsoon and rural recovery.

However, structural issues such as fragmented landholdings and price volatility persist.

4.2 Industrial Sector

Industry expanded by 6.2%, driven primarily by manufacturing.

Manufacturing

Growth surged to 8.4% in H1 FY26.

Benefited from production-linked incentives and domestic demand recovery.

Export diversification also contributed.

Mining and Quarrying

Contraction in H1 FY26 reflects commodity market fluctuations and regulatory challenges.

Utilities

Electricity and utilities experienced slower growth due to demand normalization after earlier expansion phases.

Construction

Remained strong due to infrastructure investment and urban housing demand.

4.3 Services Sector

Services recorded 9.1% growth, emerging as the primary growth engine.

Key contributors:

Financial and professional services (9.9% growth).

Trade, hotels, transport and communication sectors.

Public administration and defence spending.

The services boom reflects digital transformation, financial inclusion, and expanding formal sector employment.

 

5. Demand-Side Analysis: Drivers of Economic Expansion

5.1 Private Final Consumption Expenditure (PFCE)

Stable at around 7%.

Reflects steady household consumption and urban demand recovery.

5.2 Government Final Consumption Expenditure (GFCE)

Increased to 5.2%.

Driven by infrastructure spending and social welfare initiatives.

5.3 Gross Fixed Capital Formation (GFCF)

Expanded to 7.8%.

Indicates rising private and public investment activity.

5.4 Exports

Moderate growth at 6.4%.

Services exports contributed significantly amid global trade challenges.

 

6. Structural Drivers of Growth

6.1 Domestic Demand Resilience

India’s large internal market reduces dependence on external shocks.

6.2 Manufacturing Push

Policy initiatives and supply chain diversification boosted industrial output.

6.3 Digital and Financial Ecosystem

Growth in fintech, digital payments, and professional services strengthened the service sector.

6.4 Public Investment

Infrastructure expansion in transport, logistics, and urban development catalysed private investment.

 

7. Sectoral Contribution to GDP: Emerging Trends

Although services remain the dominant contributor:

Manufacturing’s share is gradually increasing.

Agriculture’s relative contribution continues to decline despite absolute growth.

Construction and infrastructure are emerging as strong intermediate drivers linking industry and services.

 

8. Challenges and Risks

Global economic slowdown and geopolitical uncertainties.

Commodity price volatility.

Employment generation in labour-intensive sectors.

Agricultural productivity constraints.

Fiscal sustainability concerns due to public spending expansion.

 

9. Policy Implications

Strengthen manufacturing competitiveness through innovation and export diversification.

Invest in agricultural modernization and supply chain infrastructure.

Enhance skill development aligned with services and digital sectors.

Encourage private investment through regulatory simplification.

Focus on inclusive growth to balance urban–rural disparities.

 

10. Future Outlook (FY27–FY30)

Sustained growth between 6.5–7.5% expected if investment momentum continues.

Services will remain dominant but manufacturing will gain share.

Digital economy and financial services will shape structural transformation.

Infrastructure-led growth will strengthen long-term productivity.

Econometric / Analytical Tests Applied in the Study

Test / Analytical Method

Purpose in Research

Interpretation in FY26 Analysis

Year-on-Year Growth Comparison

Measure annual growth changes

Identified acceleration in manufacturing & services

Sectoral Decomposition Analysis

Evaluate sector contribution to GDP

Highlighted dominance of services sector

Demand–Supply Growth Mapping

Examine macroeconomic drivers

Confirmed domestic demand as growth anchor

Trend Analysis

Identify structural growth patterns

Showed investment-led economic expansion

Comparative Period Analysis (H1 FY25 vs H1 FY26)

Evaluate short-term momentum

Revealed strong H1 FY26 GDP growth

Structural Growth Assessment

Identify long-term transformation

Observed shift toward manufacturing & digital services

(Note: Since the study uses official macroeconomic estimates, descriptive and structural analysis methods are more appropriate than inferential econometric testing unless raw time-series datasets are added.)

Table: Demand and Supply-Side Drivers of Growth with Analytical Tests Applied (FY26 FAE – India)

Sector / Component

Type

FY26 Growth (%)

Observed Trend

Analytical Test Applied

Key Interpretation

Agriculture, Livestock, Forestry & Fishing

Supply

3.1

Moderate growth, rural stability

Year-on-Year Growth Analysis

Stable but slowing long-term contribution

Mining & Quarrying

Supply

-0.7

Contraction

Comparative Period Analysis

Commodity & regulatory pressures

Manufacturing

Supply

7.0

Strong expansion

Trend Analysis

Industrial revival & policy support

Electricity, Gas & Utilities

Supply

2.1

Growth moderation

Structural Assessment

Demand normalization post-expansion

Construction

Supply

7.0

Sustained infrastructure growth

Sectoral Decomposition

Public investment driven

Trade, Hotels, Transport & Communication

Supply

7.5

Service sector recovery

Growth Momentum Analysis

Tourism & logistics recovery

Financial, Real Estate & Professional Services

Supply

9.9

Highest growth segment

Structural Transformation Test

Digital economy & financial expansion

Public Administration & Defence

Supply

9.9

Strong government spending

Fiscal Impact Analysis

Public expenditure boost

GVA at Basic Prices

Supply Aggregate

7.3

Broad-based growth

Aggregate Growth Model

Balanced sectoral expansion

Private Final Consumption Expenditure (PFCE)

Demand

7.0

Stable domestic demand

Consumption Trend Analysis

Household spending resilience

Government Final Consumption Expenditure (GFCE)

Demand

5.2

Rising fiscal spending

Fiscal Stimulus Analysis

Welfare & infrastructure support

Gross Fixed Capital Formation (GFCF)

Demand

7.8

Investment-led growth

Capital Formation Analysis

Rising private & public investment

Exports

Demand

6.4

Moderate growth

External Sector Analysis

Services exports support economy

GDP Growth

Overall

7.4

Strong macro performance

Composite Growth Analysis

Domestic demand-led expansion

 

Research Insight

Supply Side: Services + Manufacturing are the primary growth engines.

Demand Side: Capital formation and consumption remain dominant drivers.

Tests Applied: Mainly descriptive macroeconomic tools — YoY comparison, structural analysis, sectoral decomposition, and growth momentum evaluation — suitable for advance estimate datasets.

 

 

 

11. Conclusion

The FY26 First Advance Estimates confirm that India’s domestic economy remains resilient and growth-oriented despite global uncertainties. Robust domestic demand, manufacturing acceleration, and strong service sector expansion form the backbone of the current growth trajectory. Sustained reforms, technological adoption, and inclusive policy design will be essential to maintain momentum and ensure long-term structural transformation.

References

Government of India. (2026). Economic Survey 2025–26. Ministry of Finance.

Ministry of Statistics and Programme Implementation. (2026). First Advance Estimates of National Income 2025–26. Government of India.

Reserve Bank of India. (2025). Handbook of Statistics on Indian Economy. RBI Publications.

International Monetary Fund. (2025). World Economic Outlook: Global Growth Trends and Emerging Economies. IMF Publications.

World Bank. (2025). Global Economic Prospects Report. World Bank Publications.

OECD. (2025). Economic Outlook for Emerging Markets. OECD Publishing.

 

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