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Study title: "Does Transparency in Moderation Really Matter?: User Behavior After Content Removal Explanations on Reddit".

Abstract:

> When posts are removed on a social media platform, users may or may not receive an explanation. What kinds of explanations are provided? Do those explanations matter? Using a sample of 32 million Reddit posts, we characterize the removal explanations that are provided to Redditors, and link them to measures of subsequent user behaviors—including future post submissions and future post removals. Adopting a topic modeling approach, we show that removal explanations often provide information that educate users about the social norms of the community, thereby (theoretically) preparing them to become a productive member. We build regression models that show evidence of removal explanations playing a role in future user activity. Most importantly, we show that offering explanations for content moderation reduces the odds of future post removals. Additionally, explanations provided by human moderators did not have a significant advantage over explanations provided by bots for reducing future post removals. We propose design solutions that can promote the efficient use of explanation mechanisms, reflecting on how automated moderation tools can contribute to this space. Overall, our findings suggest that removal explanations may be under-utilized in moderation practices, and it is potentially worthwhile for community managers to invest time and resources into providing them.




My interpretation of this is most people don't intend to break the community's rules. That is to say, most people aren't sociopathic trolls.

Most people don't want their posts removed. Informing them of what rules they broke will help them about breaking those rules again, assuming they wish to not break rules, which it appears is generally the case.

I've had posts removed on subs for breaking some arcane rule before. On some subs it wasn't clear why, so I just never posted again. Others told me why, and even gave directions on how to avoid it again (usually flair related rules). It was easy to successfully post going forward on those subs.


Too many subs have completely ridiculous rules and tyrants for mods. Some subreddit about interesting pictures didn't want screencaps so they made the rule say "screens" and then removed posts involving any screen anywhere even if the contents weren't the focus, like a cool breakage pattern. Such a sad state of existence salivating at such a tiny amount of power that you ruin a subreddit for everyone removing valid posts. I honestly wish subreddits had no mods at all, only spam removal allowed, after having had to deal with the bad mods that ruin the site.




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