The Oligopoly Reversal: Evaluating Macro-Energy Demand Shocks and the Corporate J-Curve in India’s Electric Vehicle Sector (2022–2026)

This paper investigates the multifaceted macroeconomic drivers of vehicle electrification in India and correlates them with micro-level corporate financial returns using a rigorous dual-stage econometric framework. Stage 1 employs a Newey–West time-series estimator on monthly observations to evaluate aggregate consumer demand elasticities across the automotive sector. Stage 2 utilizes a fixed effects panel specification with clustered standard errors across 10 major Indian automotive manufacturers over a four-year fiscal horizon. Stage 1 results demonstrate that short-run variations in Brent crude prices lack joint predictive power over domestic retail metrics (F=0.89,p=0.4166), supporting the thesis that state-owned OMC price-smoothing insulates short-term market dynamics from global oil shocks. Conversely, Stage 2 panel estimations prove that annual global Brent crude fluctuations yield no significant contemporaneous margin shocks. However, expanding annual EV market penetration exerts a substantive negative impact (β=−2.49,p=0.107) bordering statistical significance on corporate operating profit margins. This operational decoupling reflects a prominent industry ‘J-curve’, where accelerating consumer adoption cycles are countered by heavy front-loaded capital expenditures, asset re-tooling, and unoptimized economies of scale. These findings provide critical direct and indirect strategic insights for organizational stakeholders and policymakers navigating transitional capital cycles in emerging markets.

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Publication Details

Journal
World Electric Vehicle Journal
Published
2026-08-20
DOI
https://doi.org/10.3390/wevj17080428
Primary Topic
Energy, Environment, and Transportation Policies
Type
article
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article

The Oligopoly Reversal: Evaluating Macro-Energy Demand Shocks and the Corporate J-Curve in India’s Electric Vehicle Sector (2022–2026)

Rakhi Gupta, Zakir Hossen Shaikh, Bibhu Prasad Sahoo
World Electric Vehicle Journal
Energy, Environment, and Transportation Policies
article

The Oligopoly Reversal: Evaluating Macro-Energy Demand Shocks and the Corporate J-Curve in India’s Electric Vehicle Sector (2022–2026)

Rakhi Gupta, Zakir Hossen Shaikh, Bibhu Prasad Sahoo
article en

Abstract

This paper investigates the multifaceted macroeconomic drivers of vehicle electrification in India and correlates them with micro-level corporate financial returns using a rigorous dual-stage econometric framework. Stage 1 employs a Newey–West time-series estimator on monthly observations to evaluate aggregate consumer demand elasticities across the automotive sector. Stage 2 utilizes a fixed effects panel specification with clustered standard errors across 10 major Indian automotive manufacturers over a four-year fiscal horizon. Stage 1 results demonstrate that short-run variations in Brent crude prices lack joint predictive power over domestic retail metrics (F=0.89,p=0.4166), supporting the thesis that state-owned OMC price-smoothing insulates short-term market dynamics from global oil shocks. Conversely, Stage 2 panel estimations prove that annual global Brent crude fluctuations yield no significant contemporaneous margin shocks. However, expanding annual EV market penetration exerts a substantive negative impact (β=−2.49,p=0.107) bordering statistical significance on corporate operating profit margins. This operational decoupling reflects a prominent industry ‘J-curve’, where accelerating consumer adoption cycles are countered by heavy front-loaded capital expenditures, asset re-tooling, and unoptimized economies of scale. These findings provide critical direct and indirect strategic insights for organizational stakeholders and policymakers navigating transitional capital cycles in emerging markets.

World Electric Vehicle JournalVol. 17(8)
University of Delhi (IN), Centre for Development Economics (IN), Kingdom University (BH)
Openalex Percentile: Top 26%
Energy, Environment, and Transportation Policies
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The Oligopoly Reversal: Evaluating Macro-Energy Demand Shocks and the Corporate J-Curve in India’s Electric Vehicle Sector (2022–2026) — Rakhi Gupta, Zakir Hossen Shaikh, et al. · World Electric Vehicle Journal (2026) | TGRS Research Map | TGRS