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7. Hypothesis Testing

  • 2025
  • OriginalPaper
  • Chapter
Published in:
Author
Madhura Dumbre
Published in
Fact-Checking in the Digital Age
Publisher
Springer Fachmedien Wiesbaden

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Abstract

This chapter delves into the critical role of fact-checking in digital media, examining how different methodologies influence consumer trust and user engagement. The study proposes two central hypotheses: first, that varying fact-checking methods lead to different levels of consumer trust, and second, that fact-checking mechanisms impact audience engagement across platforms. Through a combination of survey data and expert interviews, the analysis reveals that human-led, institutionally backed fact-checks with source citations are most effective in building trust. The findings also demonstrate that fact-checking reshapes user behavior, prompting active content rejection and altering consumption paths. Notably, the study highlights platform-specific variations in engagement, showing that fact-checking mechanisms are deeply entangled with platform cultures. This comprehensive analysis underscores the importance of evidence-based, rigorous fact-checking in fostering trust and engagement in digital media environments.
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Title
Hypothesis Testing
Author
Madhura Dumbre
Copyright Year
2025
Book
Fact-Checking in the Digital Age

Print ISBN: 978-3-658-50184-6

Electronic ISBN: 978-3-658-50185-3

Copyright Year: 2025

DOI
https://doi.org/10.1007/978-3-658-50185-3_7