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基于社交媒体的 COVID-19 传播活动对坦桑尼亚 COVID-19 疫苗接种态度和行为的改善作用的前后评估研究。

A pre-post evaluation study of a social media-based COVID-19 communication campaign to improve attitudes and behaviors toward COVID-19 vaccination in Tanzania.

机构信息

School of Global Public Health, New York University, New York, New York, United States of America.

The Access Challenge, New York, New York, United States of America.

出版信息

PLoS One. 2024 May 6;19(5):e0300206. doi: 10.1371/journal.pone.0300206. eCollection 2024.

Abstract

In Tanzania, the One by One: Target COVID-19 campaign was launched nationally in July 2022 to address the prevalent vaccine hesitancy and lack of confidence in COVID-19 vaccines. The campaign mobilized social media influencers and viral content with the ultimate goal of increasing COVID-19 vaccine uptake in the country. The objective of this study was to empirically assess the impact of the campaign on three outcomes: vaccine confidence, vaccine hesitancy, and vaccination status. Using programmatic data collected through an online survey before and after the campaign, we conducted a difference-in-difference (DiD) analysis and performed a crude, adjusted, and propensity score-matched analysis for each study outcome. Lastly, to observe whether there was any differential impact of the campaign across age groups, we repeated the analyses on age-stratified subgroups. Data included 5,804 survey responses, with 3,442 and 2,362 responses collected before and after the campaign, respectively. Although there was only weak evidence of increased COVID-19 vaccine confidence in the campaign-exposed group compared to the control group across all age groups, we observed a differential impact among different age groups. While no significant change was observed among young adults aged 18-24 years, the campaign exposure led to a statistically significant increase in vaccine confidence (weighted/adjusted DiD coefficient = 0.76; 95% CI: 0.06, 1.5; p-value = 0.034) and vaccination uptake (weighted/adjusted DiD coefficient = 1.69.; 95% CI: 1.02, 2.81; p-value = 0.023) among young adults aged 25-34 years. Among adults aged 35 years and above, the campaign exposure led to a significant decrease in vaccine hesitancy (weighted/adjusted DiD coefficient = -15; 95% CI: -21, -8.3; p-value<0.001). The social media campaign successfully improved vaccine hesitancy, confidence, and uptake in the Tanzanian population, albeit to varying degrees across age groups. Our study provides valuable insights for the planning and evaluation of similar social media communication campaigns aiming to bolster vaccination efforts.

摘要

在坦桑尼亚,2022 年 7 月发起了“一个接一个:目标 COVID-19”运动,以解决普遍存在的疫苗犹豫和对 COVID-19 疫苗缺乏信心的问题。该运动动员了社交媒体影响者和病毒式内容,最终目的是提高该国的 COVID-19 疫苗接种率。本研究的目的是实证评估该运动对三个结果的影响:疫苗信心、疫苗犹豫和接种状况。使用运动前后通过在线调查收集的方案数据,我们对每个研究结果进行了差分(DiD)分析,并进行了粗糙、调整和倾向评分匹配分析。最后,为了观察该运动是否对不同年龄组有任何不同的影响,我们对年龄分层子组重复了分析。数据包括 5804 份调查回复,其中 3442 份和 2362 份分别在运动前和运动后收集。尽管在所有年龄组中,与对照组相比,运动暴露组的 COVID-19 疫苗信心仅略有增加,但我们观察到不同年龄组之间存在差异影响。虽然在 18-24 岁的年轻人中没有观察到显著变化,但运动暴露导致疫苗信心(加权/调整后的 DiD 系数=0.76;95%CI:0.06,1.5;p 值=0.034)和疫苗接种率(加权/调整后的 DiD 系数=1.69;95%CI:1.02,2.81;p 值=0.023)有统计学意义的增加。在 25-34 岁的成年人中,运动暴露导致疫苗犹豫(加权/调整后的 DiD 系数=-15;95%CI:-21,-8.3;p 值<0.001)显著下降。社交媒体运动成功地改善了坦桑尼亚人口的疫苗犹豫、信心和接种率,尽管在不同年龄组之间程度不同。我们的研究为规划和评估旨在加强疫苗接种工作的类似社交媒体传播运动提供了有价值的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7093/11073716/7a377cc3a542/pone.0300206.g001.jpg

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