India’s long shadow of coal: Media framing of coal amidst transition calls

India’s coal sector plays a central role in debates on energy transitions, yet systematic evidence on how media frame this transition remains limited. We address this gap by analysing ten years of English-language news coverage using a combined pipeline of dynamic topic modelling, sentiment analysis, and named entity recognition. Across more than 6 thousand articles, we map the evolution of topics, tones, and actor prominence. Environment-related narratives account for only about 13% of coverage, and governance and social issues around 12%, indicating their secondary position in the broader discourse. The energy transition appears largely marginal, typically embedded within frames of coal supply and energy security. Attention spikes around environmental or governance events are short-lived and do not shift narrative weight. Positive tones cluster around topics tied to state and corporate actors emphasising continuity and expansion. We show the coal complex’s discursive dominance and find China to be the most prominent external actor in transition-related coverage. The results provide an evidence-based foundation for subsequent analyses of policy windows and framing strategies around India’s coal phase-down and clean-energy transition. • We map the long-run narrative dynamics in India’s coal discourse, 2013–2023. • We analyse six thousand news articles to assess energy-transition narratives. • We use a sequential text-as-data pipeline to trace topics, tone, and actors. • Results show that transition talk is marginal, embedded in dominant business and security frames.

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Publication Details

Journal
Energy Strategy Reviews
Published
2026-02-06
DOI
https://doi.org/10.1016/j.esr.2026.102048
Primary Topic
Climate Change Communication and Perception
Type
article
Field-Weighted Citation Impact
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article

India’s long shadow of coal: Media framing of coal amidst transition calls

Arne Arens, Charlotte Sophia Bez
Energy Strategy Reviews
Climate Change Communication and Perception
article

India’s long shadow of coal: Media framing of coal amidst transition calls

Arne Arens, Charlotte Sophia Bez
article en

Abstract

India’s coal sector plays a central role in debates on energy transitions, yet systematic evidence on how media frame this transition remains limited. We address this gap by analysing ten years of English-language news coverage using a combined pipeline of dynamic topic modelling, sentiment analysis, and named entity recognition. Across more than 6 thousand articles, we map the evolution of topics, tones, and actor prominence. Environment-related narratives account for only about 13% of coverage, and governance and social issues around 12%, indicating their secondary position in the broader discourse. The energy transition appears largely marginal, typically embedded within frames of coal supply and energy security. Attention spikes around environmental or governance events are short-lived and do not shift narrative weight. Positive tones cluster around topics tied to state and corporate actors emphasising continuity and expansion. We show the coal complex’s discursive dominance and find China to be the most prominent external actor in transition-related coverage. The results provide an evidence-based foundation for subsequent analyses of policy windows and framing strategies around India’s coal phase-down and clean-energy transition. • We map the long-run narrative dynamics in India’s coal discourse, 2013–2023. • We analyse six thousand news articles to assess energy-transition narratives. • We use a sequential text-as-data pipeline to trace topics, tone, and actors. • Results show that transition talk is marginal, embedded in dominant business and security frames.

Energy Strategy ReviewsVol. 64
Hertie School (DE), Faculty of 1000 (United States) (US), Potsdam Institute for Climate Impact Research (DE)
Openalex Percentile: Top 69%
Climate Change Communication and Perception
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