This paper explores the contribution of Structural Topic Model (STM) to study the intertwining of social representations, attitudes, and identities. We examine newspapers’ discourse on energy transition in a coal-dependent region (Sulcis, Italy), whose identity and economy are built around mining and carbon-intensive industry. Drawing upon Social Representations Theory, we combined STM and qualitative content analysis to examine how newspapers represented the energy issue in Sulcis, and how these representations (including denotative and connotative facets) differed according to the social identities’ salience. Results show that coal is legitimated by discourses making salient local identities and providing continuity in the place-identity link, with no alternative to extractivism. When the Sardinian superordinate identity becomes salient, new themes emerge (e.g., renewables) but energy transition maintains ambivalent or negative connotations. Overall representations seem to replicate and reflect processes of domination and injustice hindering a just transition, potentially explaining negative attitudes and collective resistance toward decarbonisation.

The identity-attitude nexus in the representation of energy transition in a coal region (Sulcis, Italy). An exploration through Structural Topic Model / Rizzoli, Valentina; Biddau, Fulvio; Sarrica, Mauro. - In: EUROPEAN JOURNAL OF SOCIAL PSYCHOLOGY. - ISSN 1099-0992. - 54:1(2024), pp. 118-135. [10.1002/ejsp.3004]

The identity-attitude nexus in the representation of energy transition in a coal region (Sulcis, Italy). An exploration through Structural Topic Model

Rizzoli, Valentina
;
Sarrica, Mauro
2024

Abstract

This paper explores the contribution of Structural Topic Model (STM) to study the intertwining of social representations, attitudes, and identities. We examine newspapers’ discourse on energy transition in a coal-dependent region (Sulcis, Italy), whose identity and economy are built around mining and carbon-intensive industry. Drawing upon Social Representations Theory, we combined STM and qualitative content analysis to examine how newspapers represented the energy issue in Sulcis, and how these representations (including denotative and connotative facets) differed according to the social identities’ salience. Results show that coal is legitimated by discourses making salient local identities and providing continuity in the place-identity link, with no alternative to extractivism. When the Sardinian superordinate identity becomes salient, new themes emerge (e.g., renewables) but energy transition maintains ambivalent or negative connotations. Overall representations seem to replicate and reflect processes of domination and injustice hindering a just transition, potentially explaining negative attitudes and collective resistance toward decarbonisation.
2024
energy transition; Social Representations; attitude; identity; Structural Topic Model; Natural Language Processing
01 Pubblicazione su rivista::01a Articolo in rivista
The identity-attitude nexus in the representation of energy transition in a coal region (Sulcis, Italy). An exploration through Structural Topic Model / Rizzoli, Valentina; Biddau, Fulvio; Sarrica, Mauro. - In: EUROPEAN JOURNAL OF SOCIAL PSYCHOLOGY. - ISSN 1099-0992. - 54:1(2024), pp. 118-135. [10.1002/ejsp.3004]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1687840
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