Kite James, Foley Bridget C, Grunseit Anne C, Freeman Becky
Prevention Research Collaboration, Charles Perkins Centre and School of Public Health, University of Sydney, Sydney, Australia.
PLoS One. 2016 Sep 15;11(9):e0162765. doi: 10.1371/journal.pone.0162765. eCollection 2016.
Facebook, the most widely used social media platform, has been adopted by public health organisations for health promotion and behaviour change campaigns and activities. However, limited information is available on the most effective and efficient use of Facebook for this purpose. This study sought to identify the features of Facebook posts that are associated with higher user engagement on Australian public health organisations' Facebook pages. We selected 20 eligible pages through a systematic search and coded 360-days of posts for each page. Posts were coded by: post type (e.g., photo, text only etc.), communication technique employed (e.g. testimonial, informative etc.) and use of marketing elements (e.g., branding, use of mascots). A series of negative binomial regressions were used to assess associations between post characteristics and user engagement as measured by the number of likes, shares and comments. Our results showed that video posts attracted the greatest amount of user engagement, although an analysis of a subset of the data suggested this may be a reflection of the Facebook algorithm, which governs what is and is not shown in user newsfeeds and appear to preference videos over other post types. Posts that featured a positive emotional appeal or provided factual information attracted higher levels of user engagement, while conventional marketing elements, such as sponsorships and the use of persons of authority, generally discouraged user engagement, with the exception of posts that included a celebrity or sportsperson. Our results give insight into post content that maximises user engagement and begins to fill the knowledge gap on effective use of Facebook by public health organisations.
脸书是使用最广泛的社交媒体平台,已被公共卫生组织用于健康促进及行为改变的活动和行动。然而,关于为此目的最有效和高效地使用脸书的信息有限。本研究旨在确定与澳大利亚公共卫生组织脸书页面上更高用户参与度相关的脸书帖子特征。我们通过系统搜索选出20个符合条件的页面,并对每个页面360天的帖子进行编码。帖子按以下方式编码:帖子类型(如照片、纯文本等)、所采用的沟通技巧(如推荐、信息性等)以及营销元素的使用(如品牌塑造、吉祥物的使用)。使用一系列负二项回归来评估帖子特征与以点赞、分享和评论数量衡量的用户参与度之间的关联。我们的结果表明,视频帖子吸引了最多的用户参与度,尽管对部分数据的分析表明这可能反映了脸书算法,该算法决定了用户新闻推送中显示和不显示的内容,并且似乎更青睐视频而非其他帖子类型。具有积极情感吸引力或提供事实信息的帖子吸引了更高水平的用户参与度,而传统营销元素,如赞助和权威人士的使用,通常会抑制用户参与度,但包含名人或运动员的帖子除外。我们的结果深入了解了能使用户参与度最大化的帖子内容,并开始填补公共卫生组织有效使用脸书方面的知识空白。