Social Network Analysis on the Discourse of Independence in West Papua during Indonesian Elections

This study investigates the digital political discourse on the Free Papua movement by analyzing narrative patterns, social network structures, and the role of key actors on social media platforms. Drawing on Social Network Analysis and sentiment analysis of 50,000 tweets from 2019, the research identifies three ideological clusters: Pro-Papua Merdeka, Pro-NKRI, and Neutral. The findings reveal high modularity in 2019, indicating growing fragmentation and polarization. Pro-Papua Merdeka narratives emphasize emotional and identity-based themes, whereas Pro-NKRI emphasizes themes of nationalism and state sovereignty. Neutral actors serve as bridges by disseminating factual content. The application of Connective Action Theory shows that both camps mobilize support through personalized storytelling and decentralized engagement. However, echo chambers hinder interaction across groups. The study emphasizes that platform-specific dynamics shape discourse differently, with Twitter intensifying polarization, Facebook facilitating discussion, and Instagram enabling broader yet less intense engagement. Recommendations include strengthening the role of neutral actors, addressing socio-economic grievances, and amplifying local voices to support inclusive and constructive dialogue.

Authors

Publication Details

Journal
Studies in Media and Communication
Published
2025-06-27
DOI
https://doi.org/10.11114/smc.v13i3.7497
Primary Topic
Communication Studies and Media
Type
article
Field-Weighted Citation Impact
0.00
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article

Social Network Analysis on the Discourse of Independence in West Papua during Indonesian Elections

Ibnu Hamad, Suwandi Sumartias, Dadang Rahmat Hidayat, Kennorton Hutasoit
Studies in Media and Communication
Communication Studies and Media
article

Social Network Analysis on the Discourse of Independence in West Papua during Indonesian Elections

Ibnu Hamad, Suwandi Sumartias, Dadang Rahmat Hidayat, Kennorton Hutasoit
article en

Abstract

This study investigates the digital political discourse on the Free Papua movement by analyzing narrative patterns, social network structures, and the role of key actors on social media platforms. Drawing on Social Network Analysis and sentiment analysis of 50,000 tweets from 2019, the research identifies three ideological clusters: Pro-Papua Merdeka, Pro-NKRI, and Neutral. The findings reveal high modularity in 2019, indicating growing fragmentation and polarization. Pro-Papua Merdeka narratives emphasize emotional and identity-based themes, whereas Pro-NKRI emphasizes themes of nationalism and state sovereignty. Neutral actors serve as bridges by disseminating factual content. The application of Connective Action Theory shows that both camps mobilize support through personalized storytelling and decentralized engagement. However, echo chambers hinder interaction across groups. The study emphasizes that platform-specific dynamics shape discourse differently, with Twitter intensifying polarization, Facebook facilitating discussion, and Instagram enabling broader yet less intense engagement. Recommendations include strengthening the role of neutral actors, addressing socio-economic grievances, and amplifying local voices to support inclusive and constructive dialogue.

Studies in Media and CommunicationVol. 13(3)
Openalex Percentile: Top 83%
Communication Studies and Media
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Social Network Analysis on the Discourse of Independence in West Papua during Indonesian Elections — Ibnu Hamad, Suwandi Sumartias, et al. · Studies in Media and Communication (2025) | TGRS Research Map | TGRS