What is the impact of user engagement on content quality ratings?

Higher engagement typically leads to better quality ratings because user interaction is often a strong indicator of how well content meets the needs and interests of its audience. When users actively engage with content—through likes, shares, comments, or time spent on the page—it suggests that the content is resonating with them and providing value. This can reflect the overall relevance, usefulness, or appeal of the content, which are key factors in assessing quality.

Engagement metrics can serve as feedback for content creators and raters alike, reinforcing the idea that content that captures audience attention and incites interaction is likely of higher quality. This relationship provides valuable insights into user preferences and helps in curating content that aligns with audience expectations, thereby enhancing the perception of content quality within the rating framework.