A study by Mozilla found that YouTube's in-app controls, such as the 'dislike' button, are ineffective in controlling suggested content. The study used data from millions of recommended videos and found that these controls prevented less than half of unwanted algorithmic recommendations. The most effective control was 'don't recommend from channel', which prevented 43% of unwanted recommendations. The study highlights the need for YouTube to better explain its controls to users and give people more proactive ways of defining what they want to see.