Increasing the Effectiveness and Diffusion of COVID-19 Messaging for Vaccination
试验速览
- 阶段
- 不适用
- 状态
- 已完成
- 入组人数
- 6
- 试验地点
- 1
- 主要终点
- Changes in County-Level Covid-19 Vaccination Measured by Inverse Hyperbolic Sine
研究概览
简要总结
This study will distribute videos of health professionals encouraging Covid-19 vaccination to a large sample of Facebook users, and will test the most effective ways to maximize diffusion of this vaccine-related content to increase vaccination rates. The study sample will be U.S. states where vaccination rates remained low in fall 2021. The experimental design is an RCT with 4 groups, randomized at the county level: 1) a control group which receives no intervention, 2) a treatment group in which Facebook users receive ads which include videos of health professionals telling them to get vaccinated, 3) a treatment group in which Facebook users receive ads which include videos of health professionals encouraging them to help their friends to get vaccinated, and 4) a treatment group in which Facebook users receive ads which include videos of health professionals encouraging them to get their most influential friends to help their friends get vaccinated. In treatments 3 and 4, participants will have the option to sign up to be a "vaccine ambassador," in which case they will get notifications when the study team posts new vaccine-related content, and will receive reminders about encouraging their friends to be vaccinated. The vaccine ambassadors will also be entered into a lottery to win prizes. The study team is building a website to host the videos of health professionals which answer common questions about Covid-19 vaccination. The investigators will measure engagement with the vaccine-related content as well as assess effects on vaccination rates at the county level.
详细描述
The study will have three treatment arms and a control group. Each of the treatments will be randomized at the county level and will be initiated through a Facebook ad campaign.
Experimental Sample: The experimental sample includes all states where less than 60% of the total population had received a first dose of Covid-19 vaccine by October 21, 2021. There are 1402 counties in the 19 states satisfying those criteria (Alabama, Alaska, Arkansas, Georgia, Idaho, Iowa, Indiana, Louisiana, Michigan, Mississippi, Missouri, Montana, North Dakota, Ohio, Oklahoma, South Carolina, Tennessee, West Virginia, Wyoming). Excluding the five counties with missing data, there are 1,397 counties in the experiment, of which there are 468 counties in the control group, 310 counties in T1 ("direct" messaging) treatment, 309 counties in T2 ("friends" messaging), and 310 counties in T3 ("gossips" messaging).
The following procedures will be used:
- Treatment Group 1 ("Direct" messaging): The investigators will conduct a Facebook ad campaign to show content about COVID-19 vaccination to a large number of Facebook users. Facebook will allocate ad credits across users in treatment areas. The ads will be displayed twice per week for 3-4 weeks. Like for any Facebook ad, individuals can choose to whether or not to watch the video and can close the ad at any time. If individuals wish, they can also share any of the content with others. The videos shown in the ads will be hosted on our project Facebook page "Doctors for Coronavirus Prevention." As in previous projects by the investigators, a health professional (normally wearing a white coat or scrubs) will read very short scripts directly onto the camera (see eg. https://www.facebook.com/doctors4covidprevention/posts/104965558099200 for an example).
- Treatment Group 2 ("Friends" messaging): For this group, the Facebook ad campaign will recruit individuals to become "vaccine ambassadors" to help spread the word about vaccination to their friends, families and communities. Recruitment ads will be disseminated in a similar manner to the content in T1. Individuals will be able to share the ad with others. Individuals interested in learning more can click through a link in the ad to the vaccine ambassador webpage. Participants can consume or share any of the information on the webpage. Interested individuals can also enroll formally as vaccine ambassadors. They can share their contact information with the study to a) be entered into prize lotteries, b) receive reminders to share content with others, c) be contacted in the future for possible follow-up surveys. They will be asked to give their informed consent at this time and will be screened based on whether they live in a treated county and whether they are 18 years or older.
- Treatment Group 3 ("Gossips" messaging): This treatment looks the same as Treatment Group 2, except the recruitment ads will differ slightly. If the individual clicks through to learn more about vaccine ambassadors, they will also be reminded to share the invitation with people they know who are often the source of important news or information.
- Control: individuals in these counties will receive no intervention and will never be contacted by members of the study team.
Treatment and control status at the county level will be merged with aggregated and de-identified datasets to measure COVID vaccinations, COVID symptoms, and cases, and engagement with the vaccine ambassador content.
研究设计
- 研究类型
- Interventional
- 分配方式
- Randomized
- 干预模型
- Parallel
- 主要目的
- Treatment
- 盲法
- None
入排标准
- 年龄范围
- 18 Years 至 —（Adult, Older Adult）
- 性别
- All
- 接受健康志愿者
- 是
入选标准
- •Facebook user
- •Over 18 years old
- •In a geographic area targeted by the study
排除标准
- 未提供
研究组 & 干预措施
Treatment 2: Friends
Facebook users in the area receive ads which include videos of health professionals encouraging them to help their friends to get vaccinated. There is also a link in the ad to a website build by the study team. This website hosts videos which answer common questions about vaccination (the same videos which are directly served to Facebook users in Treatment 1).
干预措施: Video framing (Behavioral)
Treatment 2: Friends
Facebook users in the area receive ads which include videos of health professionals encouraging them to help their friends to get vaccinated. There is also a link in the ad to a website build by the study team. This website hosts videos which answer common questions about vaccination (the same videos which are directly served to Facebook users in Treatment 1).
干预措施: Sharing Videos (Behavioral)
Treatment 1: Direct
Facebook users in the area receive ads which include videos of health professionals telling them to get vaccinated. The health professionals answer common questions about Covid-19 vaccines (e.g. are they safe / are they free).
干预措施: Doctor Videos (Behavioral)
Treatment 2: Friends
Facebook users in the area receive ads which include videos of health professionals encouraging them to help their friends to get vaccinated. There is also a link in the ad to a website build by the study team. This website hosts videos which answer common questions about vaccination (the same videos which are directly served to Facebook users in Treatment 1).
干预措施: Doctor Videos (Behavioral)
Treatment 2: Friends
Facebook users in the area receive ads which include videos of health professionals encouraging them to help their friends to get vaccinated. There is also a link in the ad to a website build by the study team. This website hosts videos which answer common questions about vaccination (the same videos which are directly served to Facebook users in Treatment 1).
干预措施: Vaccine Ambassador (Behavioral)
Treatment 2: Friends
Facebook users in the area receive ads which include videos of health professionals encouraging them to help their friends to get vaccinated. There is also a link in the ad to a website build by the study team. This website hosts videos which answer common questions about vaccination (the same videos which are directly served to Facebook users in Treatment 1).
干预措施: Video order (Behavioral)
Treatment 3: Gossips
Facebook users in the area receive ads which include videos of health professionals encouraging them to nominate their most influential friends to help their friends get vaccinated. The difference from Treatment 2 is that the health professionals call on Facebook users to get their most influential friends to do the convincing about the vaccine. There is also a link in the ad to a website built by the study team. This website hosts videos which answer common questions about vaccination (the same videos that are directly served to Facebook users in Treatment 1).
干预措施: Doctor Videos (Behavioral)
Treatment 3: Gossips
Facebook users in the area receive ads which include videos of health professionals encouraging them to nominate their most influential friends to help their friends get vaccinated. The difference from Treatment 2 is that the health professionals call on Facebook users to get their most influential friends to do the convincing about the vaccine. There is also a link in the ad to a website built by the study team. This website hosts videos which answer common questions about vaccination (the same videos that are directly served to Facebook users in Treatment 1).
干预措施: Sharing Videos (Influencers) (Behavioral)
Treatment 3: Gossips
Facebook users in the area receive ads which include videos of health professionals encouraging them to nominate their most influential friends to help their friends get vaccinated. The difference from Treatment 2 is that the health professionals call on Facebook users to get their most influential friends to do the convincing about the vaccine. There is also a link in the ad to a website built by the study team. This website hosts videos which answer common questions about vaccination (the same videos that are directly served to Facebook users in Treatment 1).
干预措施: Vaccine Ambassador (Behavioral)
Treatment 3: Gossips
Facebook users in the area receive ads which include videos of health professionals encouraging them to nominate their most influential friends to help their friends get vaccinated. The difference from Treatment 2 is that the health professionals call on Facebook users to get their most influential friends to do the convincing about the vaccine. There is also a link in the ad to a website built by the study team. This website hosts videos which answer common questions about vaccination (the same videos that are directly served to Facebook users in Treatment 1).
干预措施: Video framing (Behavioral)
Treatment 3: Gossips
Facebook users in the area receive ads which include videos of health professionals encouraging them to nominate their most influential friends to help their friends get vaccinated. The difference from Treatment 2 is that the health professionals call on Facebook users to get their most influential friends to do the convincing about the vaccine. There is also a link in the ad to a website built by the study team. This website hosts videos which answer common questions about vaccination (the same videos that are directly served to Facebook users in Treatment 1).
干预措施: Video order (Behavioral)
Control
No intervention in this arm; the study team will examine publicly available county- and zip code-level outcomes in this group.
结局指标
主要结局
Changes in County-Level Covid-19 Vaccination Measured by Inverse Hyperbolic Sine
时间窗: During intervention (6 weeks) and after intervention (3 weeks)
County-level Covid-19 vaccination rates were analysed using publicly available data. The number of new vaccinations in each county was transformed using the inverse hyperbolic sine because the underlying vaccination count data were right-skewed and included zeros. Larger numbers are considered better in the context of the study (more people vaccinated).
次要结局
未报告次要终点