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Fact-Checking in the Digital Age

How Media Firms Integrate Different Fact-Checking Methods into their Strategy

  • 2025
  • Buch

Über dieses Buch

Dieses Buch untersucht die von wichtigen Plattformen wie Meta, X, TikTok und YouTube zur Bekämpfung von Fehlinformationen angewandten Faktenprüfungsstrategien, einschließlich der Überprüfung durch Dritte, KI-Tools, Community-basierte Systeme und Regierungsinitiativen. Die Studie stützt sich auf Umfragedaten und Experteninterviews aus den USA, Nigeria, Indien und Litauen und kommt zu dem Schluss, dass menschengeführte Ansätze im Allgemeinen vertrauenswürdiger sind als künstliche Intelligenz oder staatlich gesteuerte Methoden, insbesondere wenn Transparenz und Unabhängigkeit betont werden. Die Studie beleuchtet die Zielkonflikte zwischen Inhaltsintegrität und Engagement und fordert transparentere, integrativere und psychologisch fundiertere Faktenprüfsysteme, um die Glaubwürdigkeit online zu stärken.

Inhaltsverzeichnis

  1. Frontmatter

  2. 1. Introduction

    Madhura Dumbre
    Abstract
    The role of fact-checking in digital media has evolved dramatically in recent decades. Historically, fact-checking was a specialized assignment, exemplified by the meticulous research conducted by female college graduates at TIME magazine (TIME, 2024). With the rise of digital media in the early 2000s, fact-checking became institutionalized as a core function of journalism, marking a transformative moment in the profession’s response to misinformation.
  3. 2. Literature Review

    Madhura Dumbre
    Abstract
    An extensive body of research demonstrates that fact-checking interventions significantly reduce belief in misinformation, even if they rarely eradicate its influence entirely. Meta-analyses indicate that corrections are most effective when repeated and delivered by credible sources, highlighting the importance of both persistence and trust in the fact-checking process.
  4. 3. Theoretical Framework

    Madhura Dumbre
    Abstract
    The theoretical framework of this thesis provides a structured lens through which to analyze the complex dynamics of fact-checking and misinformation in digital media. It integrates multiple perspectives, including innovation diffusion, strategic business considerations, gatekeeping and framing theories, psychological concepts, and trust models, to comprehensively understand how fact-checking methods are adopted, implemented, and received across platforms and audiences. This framework guides the research design and analysis by linking platform strategies, user behaviors, and broader socio-political contexts, enabling a nuanced exploration of the challenges and opportunities in combating misinformation online.
  5. 4. Hypothesis Framing

    Madhura Dumbre
    Abstract
    This study seeks to explore how fact-checking methods vary across digital platforms and the extent to which these differences influence two critical outcomes: consumer trust and audience engagement. Informed by the central research question How do the strategies of fact-checking differ across platforms, and how do they affect consumer trust and engagement? and grounded in the previously outlined research objectives, this section outlines the key hypotheses that guide the empirical investigation.
  6. 5. Methodology

    Madhura Dumbre
    Abstract
    Given the diverse nature of fact-checking methods used by media organizations across various regions, a mixed-methods approach was adopted to provide a holistic understanding of how these strategies influence both the internal operations of media firms and the perceptions of consumers. The combination of survey and interview methods provides a research design that allows for consumer insights and gaining the platform's point of view through experts whose work caters to fact-checking platforms.
  7. 6. Findings

    Madhura Dumbre
    Abstract
    The majority of respondents fall within the 25–34 age group, followed by 18–25, suggesting that the sample is largely composed of gen Z and millennials. Nearly all respondents (98%) reported using digital media multiple times a day, underscoring high exposure to online content. Social media was the primary source of media consumption supplemented by YouTube, online news sites/apps, and blogs/substacks.
  8. 7. Hypothesis Testing

    Madhura Dumbre
    Abstract
    This study proposed two central hypotheses to investigate the influence of fact-checking methodologies on consumer trust and user engagement in digital media environments. Drawing on a combination of survey data and expert interviews, the following analysis evaluates these hypotheses in light of the evidence gathered.
  9. 8. Discussion

    Madhura Dumbre
    Abstract
    This thesis raises several broader considerations about the evolving dynamics of digital fact-checking. A key concern emerging from this study is the strategic emphasis on trending content by both for-profit and non-profit fact-checking organizations. While this approach is effective in targeting highly viral misinformation, it inadvertently marginalizes less visible/low velocity yet equally misleading narratives.
  10. 9. Limitations and Reliability of the Study

    Madhura Dumbre
    Abstract
    While this study offers meaningful insights into how fact-checking strategies influence consumer trust and digital behavior, several limitations should be considered.
  11. Backmatter

Titel
Fact-Checking in the Digital Age
Verfasst von
Madhura Dumbre
Copyright-Jahr
2025
Electronic ISBN
978-3-658-50185-3
Print ISBN
978-3-658-50184-6
DOI
https://doi.org/10.1007/978-3-658-50185-3

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