Department of International Health and Sustainable Development, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, United States.
Fluency, M&C Saatchi, New York, NY, United States.
JMIR Public Health Surveill. 2022 Jun 28;8(6):e35663. doi: 10.2196/35663.
Between 2014 and 2018, the penetration of smartphones in sub-Saharan Africa increased from 10% to 30%, enabling increased access to the internet, Facebook, Twitter, Pinterest, and YouTube. These platforms engage users in multidirectional communication and provide public health programs with the tools to inform and engage diverse audiences on a range of public health issues, as well as monitor opinions and behaviors on health topics.
This paper details the process used by the U.S. Agency for International Development-funded Breakthrough RESEARCH to apply social media monitoring and social listening techniques in Burkina Faso, Côte d'Ivoire, Niger, and Togo for the adaptive management of the Merci Mon Héros campaign. We documented how these approaches were applied and how the lessons learned can be used to support future public health communication campaigns.
The process involved 6 steps: (1) ensure there is a sufficient volume of topic-specific web-based conversation in the target countries; (2) develop measures to monitor the campaign's social media strategy; (3) identify search terms to assess campaign and related conversations; (4) quantitatively assess campaign audience demographics, campaign reach, and engagement through social media monitoring; (5) qualitatively assess audience attitudes, opinions, and behaviors and understand conversation context through social media listening; and (6) adapt campaign content and approach based on the analysis of social media data.
We analyzed posts across social media platforms from November 2019 to October 2020 based on identified key search terms related to family planning, reproductive health, menstruation, sexual activity, and gender. Based on the quantitative and qualitative assessments in steps 4 and 5, there were several adaptive shifts in the campaign's content and approach, of which the following 3 shifts are highlighted. (1) Social media monitoring identified that the Facebook campaign fans were primarily male, which prompted the campaign to target calls to action to the male audience already following the campaign and shift marketing approaches to increase the proportion of female followers. (2) Shorter videos had a higher chance of being viewed in their entirety. In response to this, the campaign shortened video lengths and created screenshot teasers to promote videos. (3) The most negative sentiment related to the campaign videos was associated with beliefs against premarital sex. In response to this finding, the campaign included videos and Facebook Live sessions with religious leaders who promoted talking openly with young people to support intergenerational discussion about reproductive health.
Prior to launching health campaigns, programs should test the most relevant social media platforms and their limitations. Inherent biases to internet and social media access are important challenges, and ethical considerations around data privacy must continue to guide the advances in this technology's use for research. However, social listening and social media monitoring can be powerful monitoring and evaluation tools that can be used to aid the adaptive management of health campaigns that engage populations who have a digital presence.
2014 年至 2018 年间,撒哈拉以南非洲的智能手机普及率从 10%上升至 30%,这使得人们能够更便捷地使用互联网、访问 Facebook、Twitter、Pinterest 和 YouTube 等平台。这些平台使用户能够进行多向交流,并为公共卫生项目提供工具,以针对各种公共卫生问题向不同受众提供信息和开展宣传,并监测有关健康主题的意见和行为。
本文详细介绍了美国国际开发署资助的突破研究机构(Breakthrough RESEARCH)在布基纳法索、科特迪瓦、尼日尔和多哥应用社交媒体监测和社会聆听技术,对 Merci Mon Héros 运动进行适应性管理的过程。我们记录了这些方法的应用方式,以及可以借鉴哪些经验教训来支持未来的公共卫生传播运动。
该过程涉及 6 个步骤:(1)确保在目标国家有足够数量的特定于主题的网络对话;(2)制定监测运动社交媒体策略的措施;(3)确定评估运动和相关对话的搜索词;(4)通过社交媒体监测,定量评估运动受众的人口统计学特征、运动覆盖范围和参与度;(5)通过社交媒体聆听,定性评估受众态度、意见和行为,并了解对话背景;(6)根据社交媒体数据分析,调整运动内容和方法。
我们根据与计划生育、生殖健康、月经、性活动和性别相关的已确定关键搜索词,分析了 2019 年 11 月至 2020 年 10 月期间来自各个社交媒体平台的帖子。基于步骤 4 和 5 的定量和定性评估,运动内容和方法有了数次适应性调整,其中重点介绍以下 3 项调整。(1)社交媒体监测发现,Facebook 运动的粉丝主要是男性,这促使运动将号召行动的对象瞄准已经关注运动的男性受众,并调整营销方法,以增加女性关注者的比例。(2)短视频更有可能被完整观看。针对这一点,运动缩短了视频长度,并制作截屏预告片来推广视频。(3)与运动视频相关的最负面情绪与反对婚前性行为的观念有关。针对这一发现,运动增加了带有宗教领袖的视频和 Facebook 直播,以促进与年轻人坦诚对话,支持代际之间关于生殖健康的讨论。
在发起健康运动之前,项目应测试最相关的社交媒体平台及其局限性。互联网和社交媒体访问的固有偏见是重要的挑战,数据隐私方面的道德考虑因素必须继续指导这项技术在研究中的应用。然而,社会聆听和社交媒体监测可以成为强大的监测和评估工具,可用于帮助管理参与人口具有数字存在的健康运动。