{"title":"快递:社区馈赠与受赠者与同行和影响者的互动:来自 Twitch 自然实验的证据","authors":"Alexander Chaudhry, Yang Wang, Erya Ouyang","doi":"10.1177/10949968241257891","DOIUrl":null,"url":null,"abstract":"Community gifting, the phenomenon of donating digital goods to peers without selecting specific recipients, is one of live streaming's key social technologies for engaging online communities. In this study, we investigate the causal relationship between receiving a community gift and the recipient's subsequent social and monetary engagement behaviors by exploiting the randomization of recipient assignment on the popular live streaming platform, Twitch. We find that, relative to nonrecipients within a five-minute window of a community gifting event, community gift recipients exhibit a 69% chance of directing an additional message toward their peers, a 35% chance of directing an additional message toward the streamer and a 5% chance of gifting an incremental subscription to the community. However, recipients are no more likely to tip the streamer. We apply computational linguistics methods to illustrate that recipients' increased social engagement is accompanied by elevated sentiment and an increased likelihood of joining existing conversations. Finally, we conduct a series of moderator analyses, and find that recipients' gifting behavior is less frequent when there are more gifting events prior to the focal community gift, i.e., allowing the recipient to hide. Moreover, the social engagement effect of receiving a community gift is greater when prior chatter is more voluminous and discontinuous, i.e., when it is easier for the recipient to jump into the chat. We conclude that the spillovers to social engagement are more important than those to financial reciprocity given the positive feedback loop implied by our moderator analysis. Our results reveal how and when community gifting impacts audience engagement.","PeriodicalId":6,"journal":{"name":"ACS Applied Nano Materials","volume":"24 2","pages":""},"PeriodicalIF":5.3000,"publicationDate":"2024-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"EXPRESS: Community Gifting and Recipients Engagement with Peers and Influencers: Evidence from Natural Experiments on Twitch\",\"authors\":\"Alexander Chaudhry, Yang Wang, Erya Ouyang\",\"doi\":\"10.1177/10949968241257891\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Community gifting, the phenomenon of donating digital goods to peers without selecting specific recipients, is one of live streaming's key social technologies for engaging online communities. In this study, we investigate the causal relationship between receiving a community gift and the recipient's subsequent social and monetary engagement behaviors by exploiting the randomization of recipient assignment on the popular live streaming platform, Twitch. We find that, relative to nonrecipients within a five-minute window of a community gifting event, community gift recipients exhibit a 69% chance of directing an additional message toward their peers, a 35% chance of directing an additional message toward the streamer and a 5% chance of gifting an incremental subscription to the community. However, recipients are no more likely to tip the streamer. We apply computational linguistics methods to illustrate that recipients' increased social engagement is accompanied by elevated sentiment and an increased likelihood of joining existing conversations. Finally, we conduct a series of moderator analyses, and find that recipients' gifting behavior is less frequent when there are more gifting events prior to the focal community gift, i.e., allowing the recipient to hide. Moreover, the social engagement effect of receiving a community gift is greater when prior chatter is more voluminous and discontinuous, i.e., when it is easier for the recipient to jump into the chat. We conclude that the spillovers to social engagement are more important than those to financial reciprocity given the positive feedback loop implied by our moderator analysis. Our results reveal how and when community gifting impacts audience engagement.\",\"PeriodicalId\":6,\"journal\":{\"name\":\"ACS Applied Nano Materials\",\"volume\":\"24 2\",\"pages\":\"\"},\"PeriodicalIF\":5.3000,\"publicationDate\":\"2024-05-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACS Applied Nano Materials\",\"FirstCategoryId\":\"91\",\"ListUrlMain\":\"https://doi.org/10.1177/10949968241257891\",\"RegionNum\":2,\"RegionCategory\":\"材料科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MATERIALS SCIENCE, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Nano Materials","FirstCategoryId":"91","ListUrlMain":"https://doi.org/10.1177/10949968241257891","RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, MULTIDISCIPLINARY","Score":null,"Total":0}
EXPRESS: Community Gifting and Recipients Engagement with Peers and Influencers: Evidence from Natural Experiments on Twitch
Community gifting, the phenomenon of donating digital goods to peers without selecting specific recipients, is one of live streaming's key social technologies for engaging online communities. In this study, we investigate the causal relationship between receiving a community gift and the recipient's subsequent social and monetary engagement behaviors by exploiting the randomization of recipient assignment on the popular live streaming platform, Twitch. We find that, relative to nonrecipients within a five-minute window of a community gifting event, community gift recipients exhibit a 69% chance of directing an additional message toward their peers, a 35% chance of directing an additional message toward the streamer and a 5% chance of gifting an incremental subscription to the community. However, recipients are no more likely to tip the streamer. We apply computational linguistics methods to illustrate that recipients' increased social engagement is accompanied by elevated sentiment and an increased likelihood of joining existing conversations. Finally, we conduct a series of moderator analyses, and find that recipients' gifting behavior is less frequent when there are more gifting events prior to the focal community gift, i.e., allowing the recipient to hide. Moreover, the social engagement effect of receiving a community gift is greater when prior chatter is more voluminous and discontinuous, i.e., when it is easier for the recipient to jump into the chat. We conclude that the spillovers to social engagement are more important than those to financial reciprocity given the positive feedback loop implied by our moderator analysis. Our results reveal how and when community gifting impacts audience engagement.
期刊介绍:
ACS Applied Nano Materials is an interdisciplinary journal publishing original research covering all aspects of engineering, chemistry, physics and biology relevant to applications of nanomaterials. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrate knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important applications of nanomaterials.