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在“让健康成为常态”运动脸书页面上激发互动:脸书分析报告

Generating Engagement on the Make Healthy Normal Campaign Facebook Page: Analysis of Facebook Analytics.

作者信息

Kite James, Grunseit Anne, Li Vincy, Vineburg John, Berton Nathan, Bauman Adrian, Freeman Becky

机构信息

Prevention Research Collaboration, Sydney School of Public Health and Charles Perkins Centre, The University of Sydney, The University of Sydney, Australia.

The Australian Prevention Partnership Centre, The University of Sydney, Australia.

出版信息

JMIR Public Health Surveill. 2019 Jan 14;5(1):e11132. doi: 10.2196/11132.

Abstract

BACKGROUND

Facebook is increasingly being used as part of mass media campaigns in public health, including the Make Healthy Normal (MHN) campaign in New South Wales, Australia. Therefore, it is important to understand what role Facebook can play in mass media campaigns and how best to use it to augment or amplify campaign effects. However, few studies have explored this.

OBJECTIVE

This study aimed to investigate usage of and engagement with the MHN Facebook page and to identify influential factors in driving engagement with the page.

METHODS

We examined both post-level and page-level analytic data from Facebook from the campaign's launch in June 2015 to September 2017. For post-level data, we conducted a series of negative binomial regressions with four different outcome measures (likes, shares, comments, post consumers), including some characteristics of Facebook posts as predictors. We also conducted time series analyses to examine associations between page-level outcomes (new page likes or "fans" and number of engaged users) and different measures of exposure to the page (number of unique users reached and total count of impressions) and to television advertising.

RESULTS

Of the 392 posts reviewed, 20.7% (n=81) received a paid boost and 58.9% (n=231) were photo posts. We found that posts that received a paid boost reached significantly more users and subsequently received significantly more engagement than organic (unpaid) posts (P<.001). After adjusting for reach, we found the effect of being paid was incremental for all outcome measures for photos and links, but not videos. There were also associations between day of the week and time of post and engagement, with Mondays generally receiving less engagement and posts on a Friday and those made between 8 AM and 5 PM receiving more. At the page level, our time series analyses found that organic impressions predicted a higher number of new fans and engaged users, compared to paid impressions, especially for women. We also found no association between television advertising and engagement with the Facebook page.

CONCLUSIONS

Our study shows that paying for posts is important for increasing their reach, but that page administrators should look to maximize organic reach because it is associated with significantly higher engagement. Once reach is accounted for, video posts do not benefit from being paid, unlike the other post types. This suggests that page administrators should carefully consider how they use videos as part of a Facebook campaign. Additionally, the lack of association between television advertising and engagement suggests that future campaigns consider how best to link different channels to amplify effects. These results highlight the need for ongoing evaluation of Facebook pages if administrators are to maximize engagement.

摘要

背景

脸书日益被用作公共卫生领域大众媒体宣传活动的一部分,包括澳大利亚新南威尔士州的“让健康成为常态”(MHN)宣传活动。因此,了解脸书在大众媒体宣传活动中能发挥什么作用以及如何最好地利用它来增强或扩大宣传效果很重要。然而,很少有研究探讨过这一点。

目的

本研究旨在调查MHN脸书页面的使用情况和参与度,并确定推动该页面参与度的影响因素。

方法

我们研究了从2015年6月活动启动至2017年9月脸书的帖子层面和页面层面的分析数据。对于帖子层面的数据,我们进行了一系列负二项回归分析,采用四种不同的结果指标(点赞、分享、评论、帖子消费者),将脸书帖子的一些特征作为预测因素。我们还进行了时间序列分析,以检验页面层面的结果(新页面点赞数或“粉丝”数以及参与用户数)与页面曝光的不同指标(覆盖的独立用户数和展示次数总数)以及电视广告之间的关联。

结果

在审查的392篇帖子中,20.7%(n = 81)获得了付费推广,58.9%(n = 231)是照片帖子。我们发现,获得付费推广的帖子覆盖的用户显著更多,随后获得的参与度也显著高于自然(未付费)帖子(P <.001)。在调整覆盖范围后,我们发现付费对照片和链接的所有结果指标都有增量效应,但对视频没有。一周中的日期和帖子发布时间与参与度之间也存在关联,周一的参与度通常较低,周五发布的帖子以及上午8点至下午5点发布的帖子获得的参与度更高。在页面层面,我们的时间序列分析发现,与付费展示相比,自然展示能预测更多的新粉丝和参与用户,尤其是对女性而言。我们还发现电视广告与脸书页面的参与度之间没有关联。

结论

我们的研究表明,为帖子付费对于扩大其覆盖范围很重要,但页面管理员应寻求最大化自然覆盖范围,因为它与显著更高的参与度相关。一旦考虑了覆盖范围,视频帖子与其他帖子类型不同,付费并不能使其受益。这表明页面管理员应仔细考虑如何将视频用作脸书宣传活动的一部分。此外,电视广告与参与度之间缺乏关联表明,未来的宣传活动应考虑如何最好地将不同渠道联系起来以扩大效果。这些结果凸显了如果管理员要最大化参与度,就需要对脸书页面进行持续评估。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d460/6682272/9df4cd0f7c72/publichealth_v5i1e11132_fig1.jpg

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