AI 中文总结
研究在线健康社区求助者跨社区互动与对收到评论参与度的关联，分析26725名求助者在其他社区行为及与30个百度贴吧健康社区78501个帖子下评论参与度的关系，发现不同社区发帖情况及影响，为促进参与提供见解。
AI 中文摘要
求助者对收到评论的积极参与，比如在回复中表现出积极情绪和改进意愿，可表明在线健康社区的成功。他们在其他社区的参与可能与在在线健康社区的参与相关，但仍未得到充分探索。本文分析了26725名求助者在其他40479个社区中的行为，以及这些行为与他们在30个百度贴吧在线健康社区的78501个帖子下对收到评论的参与度之间的关联。我们发现求助者主要在其他与健康相关的社区发帖（25.3%），其次是游戏和娱乐相关社区（如Dota，20.8%）。之前在其他健康相关社区（26.3%）或个人问题相关社区（如省钱，20.7%）发帖的求助者，随后在我们确定的30个在线健康社区发帖的概率相对较高，但这种发帖经历与较少的回复以及基于收到评论而表达的改进意愿较低有关。我们基于跨社区互动为促进求助者在在线健康社区的参与提供了见解。
英文摘要
Support-seekers' active engagement with received comments, e.g., showing positive sentiment and willingness to improve in the replies, can indicate the success of online health communities (OHCs). Their participation in other communities may correlate with their engagement in OHCs but remains under-explored. This paper analyzes 26, 725 seekers' behaviors in the other 40, 479 communities and their associations with seekers' engagement with received comments under their 78, 501 posts in 30 Baidu Tieba OHCs. We found that seekers primarily posted in other communities that are also health-related (25.3%), followed by those about games and entertainment (e.g., Dota, 20.8%). Seekers who posted in other communities about health (26.3%) or personal issues (e.g., saving money, 20.7%) before had relatively higher probabilities of subsequently posting in the 30 OHCs we identified, but this posting experience was associated with fewer replies and less expressed willingness to improve based on received comments. We provide insights into fostering seekers' engagement in OHCs based on cross-community interactions.
CommentsAccepted by ICWSM 2027
