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Unpacking the Relationship Between Algorithmic Literacy and Misinformation: A Multidimensional Approach Using Two Sequential Studies

  • Teresa Correa*
  • , Sebastián Valenzuela
  • , Ingrid Bachmann
  • , Nicolás Tobar Jorquera
  • , Natalia Solís-Valdés
  • , Isabel Pavez
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

Digital literacy is often proposed as a remedy for misinformation, yet empirical evidence regarding its effectiveness remains mixed. One reason for these inconsistencies lies in the multidimensional nature of both literacy and misinformation. This article focuses on algorithmic literacy, a distinct and increasingly central form of digital literacy in platform-mediated communication, and examines how its cognitive and behavioral dimensions relate to multiple facets of misinformation engagement. Drawing on two probabilistic survey studies conducted in Chile—a nationally representative face-to-face survey (N = 1,200) and a random-digit-dial telephone survey of urban adults (N = 2,265)—we analyze how cognitive (algorithmic awareness and knowledge) and behavioral (strategic actions to navigate algorithmic systems) dimensions of algorithmic literacy relate to perceived misinformation exposure, misinformation sharing, objective and subjective news knowledge, and knowledge miscalibration. Across both studies, a consistent pattern emerges: algorithmic literacy is more strongly associated with cognitive outcomes—especially perceived misinformation exposure and knowledge—than with behavioral outcomes like sharing. Higher algorithmic awareness consistently predicts greater perceived exposure, suggesting heightened recognition, while its link to sharing behavior is less consistent. These studies highlight the relevance of distinguishing cognitive from behavioral dimensions of literacy across different stages of misinformation engagement.

Original languageEnglish
Pages (from-to)1-17
JournalSocial Media and Society
Volume12
Issue number3
DOIs
StatePublished - 5 Aug 2026

Bibliographical note

Publisher Copyright:
© The Author(s) 2026. This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).

Keywords

  • Chile
  • algorithms
  • digital literacy
  • misinformation
  • survey methods

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