"Misinformation on Misinformation: Conceptual and Methodological Challenges" is an academic critique of the methodological and conceptual foundations of misinformation research, written by Sacha Altay, Manon Berriche, and Alberto Acerbi and published in Social Media + Society (January–March 2023, special issue "Multidisciplinary approaches to mis- and disinformation studies"; DOI 10.1177/20563051221150412). The authors argue that alarmist narratives about online misinformation continue to gain traction despite evidence that its prevalence and impact are smaller than the surrounding discourse suggests.
Summary of argument
The paper advances three structural critiques of the misinformation research literature:
- Conceptual — "misinformation" is operationalized inconsistently across studies, conflating different categories (rumor, satire, ideologically-driven false claims, and others) that may have different effect dynamics.
- Methodological — many high-profile misinformation studies have low external validity, small effect sizes, or methodological flaws that do not survive replication.
- Empirical — population-level effects on belief and behavior are typically small relative to the policy responses they are used to justify.
The authors use these critiques to argue that the discrepancy between the strength of the misinformation-crisis framing and the strength of the underlying evidence is itself a subject worth examining.
Relation to other sources
The paper functions as the academic counterpart to Bad News — Joseph Bernstein (Harper's, September 2021), a long-form journalistic treatment of the same skepticism: Bernstein advances an institutional-interest critique of misinformation research, while Altay, Berriche, and Acerbi advance a methodological critique. Together they represent the academic and journalistic strands of skepticism toward the misinformation-crisis framing.
The methodological caution is relevant to AI and Democracy, where concerns about AI-driven election misinformation can be triangulated against this skeptical academic literature, and to AI and Misinformation as an academic anchor for the position skeptical of large-scale disinformation harms. The paper serves as a counter-citation when AI policy invokes misinformation harms quantitatively without engaging the methodological critiques Altay et al. raise. Sacha Altay (see Sacha Altay) is associated with this academic line of work on misinformation methodology.
Relationships
- supports: Bad News — Joseph Bernstein (Harper's, September 2021) (long-form journalistic companion), AI and Misinformation
- contradicts: Standard "misinformation crisis" framing
- related: AI and Democracy, Sacha Altay (planned)
- instance-of: Methodology Critique (planned umbrella)