Multimedia, engagement, and diffusion in alternative online communities: evidence from Spanish telegram channels

Multimedia content has become increasingly prominent in online communication, yet its role in shaping information diffusion in non-algorithmic platforms remains insufficiently understood. This study investigates how content format relates to message visibility and cross-channel diffusion within Spanish alternative Telegram channels. Using a longitudinal dataset of over 1.7 million messages (2019–2025), we analyze engagement through within-channel performance metrics and propagation through inter-channel forwarding networks. Building on theories of cognitive fluency, heuristic processing, and network-based diffusion, we examine the role of multimedia content in driving visibility and information spread. Our results show that multimedia messages are systematically more likely to achieve above-average visibility and to enter cross-channel diffusion circuits, even when controlling for channel-level heterogeneity. Moreover, multimedia diffusion occurs within denser and more centralized forwarding networks, suggesting that content format is associated with distinct structural pathways of amplification. These findings indicate that, in the absence of algorithmic curation, content format functions as a primary driver of both attention and diffusion. Rather than representing a purely stylistic feature, multimedia emerges as a structural component of information dynamics within alternative Telegram ecosystems.

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Publication Details

Journal
EPJ Data Science
Published
2026-05-21
DOI
https://doi.org/10.1140/epjds/s13688-026-00667-w
Primary Topic
Digital Marketing and Social Media
Type
article
Field-Weighted Citation Impact
0.00

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article

Multimedia, engagement, and diffusion in alternative online communities: evidence from Spanish telegram channels

Juan Gómez‐Romero, Miguel Molina-Solana, Javier Cantón-Correa, Waldo Fajardo
EPJ Data Science
Digital Marketing and Social Media
article

Multimedia, engagement, and diffusion in alternative online communities: evidence from Spanish telegram channels

Juan Gómez‐Romero, Miguel Molina-Solana, Javier Cantón-Correa, Waldo Fajardo
article en

Abstract

Multimedia content has become increasingly prominent in online communication, yet its role in shaping information diffusion in non-algorithmic platforms remains insufficiently understood. This study investigates how content format relates to message visibility and cross-channel diffusion within Spanish alternative Telegram channels. Using a longitudinal dataset of over 1.7 million messages (2019–2025), we analyze engagement through within-channel performance metrics and propagation through inter-channel forwarding networks. Building on theories of cognitive fluency, heuristic processing, and network-based diffusion, we examine the role of multimedia content in driving visibility and information spread. Our results show that multimedia messages are systematically more likely to achieve above-average visibility and to enter cross-channel diffusion circuits, even when controlling for channel-level heterogeneity. Moreover, multimedia diffusion occurs within denser and more centralized forwarding networks, suggesting that content format is associated with distinct structural pathways of amplification. These findings indicate that, in the absence of algorithmic curation, content format functions as a primary driver of both attention and diffusion. Rather than representing a purely stylistic feature, multimedia emerges as a structural component of information dynamics within alternative Telegram ecosystems.

EPJ Data Science
Universidad de Granada (ES), Universidad Internacional De La Rioja (ES)
“la Caixa” Foundation, Universidad Internacional de La Rioja, European Commission, Ministerio de Ciencia e Innovación
Openalex Percentile: Top 4%
Digital Marketing and Social Media
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