The complexity of misinformation extends beyond virus and warfare analogies

Summary

This perspective paper argues that the three dominant analogies shaping misinformation discourse—the virus/infodemic, information warfare, and information pollution—each illuminate only fragments of a phenomenon that is actually a complex adaptive system. Frischlich and colleagues propose a four-level framework (micro cognition, meso-I social groups, meso-II platform affordances, macro institutional/political systems) and systematically map each analogy onto it to expose what they call its “conceptual mileage” and “conceptual baggage.” They conclude that no single metaphor can carry the explanatory weight currently placed on it, and that effective response requires portfolio-style, complexity-aware interventions modeled on climate policy rather than single-target fixes.

Key Contributions

• A four-level framework (micro / meso-I social / meso-II platform / macro societal) tailored to misinformation, extending integrative belief-dynamics modeling (Galesic et al. 2021; Dalege et al. 2025).
• A reproducible codebook and mapping methodology for diagnosing the conceptual coverage of analogies.
• A side-by-side comparative diagnostic of the infodemic, information warfare, and information pollution analogies, making their blind spots explicit.
• Policy translation: an argument for multilevel intervention portfolios and complexity-aware (non-linear, iterative) evaluation.
• A research agenda emphasizing meta-dynamics, cross-platform/cross-regime comparison, longitudinal feedback, and qualitative work to counter ecological fallacy.

Methods

Conceptual synthesis combined with a structured mapping exercise. The multidisciplinary author team co-developed a codebook and iteratively applied it to evaluate each analogy (plus “fake news”) against the four-level framework, reaching consensus through revision (materials in supplements). The conceptual argument is contextualized with bibliometric scoping in Web of Science and Google Scholar and a Google Trends analysis of analogy salience from January 2005 to May 2025.

Findings

• Bibliometric prevalence (May 2025): “infodemic” 1275 WoS / ~41,900 Google Scholar hits; “information war*” 1258 / ~69,300; “information pollution” 103 / ~6,280.
• The virus/infodemic analogy captures micro-level transmission and motivates inoculation but ignores social embedding, platform affordances, macro politics, and strategic intent.
• The information-warfare analogy foregrounds macro strategic actors but treats publics as monolithic, erases individual agency and non-political motives, and misses feedback loops.
• The information-pollution analogy best handles systemic, multilevel dynamics and tipping points but underplays recipient agency, intergroup dynamics, and platform specificity.
• Single-analogy interventions can backfire—e.g., simplistic media literacy can amplify generalized distrust and increase susceptibility.
• No analogy adequately represents the recursive coupling of psychological, social, technical, and political layers.

Connections

This paper sits alongside other big-picture reassessments of misinformation discourse, particularly Budak2024-ef and Gonzalez-Bailon2024-rq, which similarly push back on oversimplified threat narratives and call for more systemic accounts. Its emphasis on inoculation’s limits and on rethinking literacy-based interventions connects to van-der-Linden2026-jt and DeVerna2025-dl, while the macro/strategic layer it diagnoses in the warfare analogy resonates with work on coordinated and state-linked influence such as Starbird2025-jj and Bollenbacher2026-vz. The platform-level (meso-II) dimension links it to research on algorithmic and affordance-driven dynamics like Mosleh2024-op.