Konstantinus Abisai, Konstantinus Iyaloo
Ndatara Surveys, Swakopmund, Namibia.
Namibia Institute of Pathology, Windhoek, Namibia.
Vaccine X. 2023 Aug;14:100324. doi: 10.1016/j.jvacx.2023.100324. Epub 2023 Jun 8.
Namibia has not been spared from the coronavirus (COVID-19) pandemic, and as intervention the Namibian government has rolled out vaccination programmes. This study was conducted before the roll out of these vaccines to assess the preference for COVID-19 vaccinations. Stated preference studies provide information about social demand, access, willingness-to-pay and financing for future COVID-19 vaccination.
A stated choice experiment (SCE) survey was administered to a sample of 506 participants from Namibia's general population between October 2020 and December 2020. Participants were asked to make a series of hypothetical choices and estimate their preference for different attributes of a vaccine. A latent class model was used to analyse the SCE data. The study also assessed anti-vaccination behaviour, past vaccination behaviour, impacts of COVID-19 on mental and physical health and Willingness-To-Pay (WTP) measures. The WTP measures were captured as out-of-pocket and further calculated using the marginal rate of substitution method in SCE.
Data from 269 participants was included in the analysis. Vaccine side effects (40.065), population coverage (4.688), payment fee to receive vaccine immediately (3.733) were the top three influential attributes for vaccine preferences. Accordingly, increases in mild and severe side effects of vaccine options had negative impacts on utility; with an average WTP of N$728.26 to reduce serious side effects. The average WTP to receive a high-quality vaccine with 90% efficient was found to be N$233.11 (US$15.14). Across classes, there was a strong preference for vaccines with high effectiveness over longer durations of time.
The results provide useful information for the Namibian government to improve the current strategies for vaccine rollout interventions.
纳米比亚未能幸免于冠状病毒(COVID-19)大流行,作为干预措施,纳米比亚政府推出了疫苗接种计划。本研究在这些疫苗推出之前进行,以评估对COVID-19疫苗接种的偏好。陈述偏好研究提供了有关未来COVID-19疫苗接种的社会需求、可及性、支付意愿和融资方面的信息。
2020年10月至2020年12月期间,对纳米比亚普通人群的506名参与者进行了陈述选择实验(SCE)调查。要求参与者做出一系列假设选择,并估计他们对疫苗不同属性的偏好。使用潜在类别模型分析SCE数据。该研究还评估了反疫苗行为、过去的疫苗接种行为、COVID-19对心理和身体健康的影响以及支付意愿(WTP)措施。WTP措施以自付费用的形式记录,并在SCE中使用边际替代率方法进一步计算。
269名参与者的数据纳入了分析。疫苗副作用(40.065)、人群覆盖率(4.688)、立即接种疫苗的支付费用(3.733)是疫苗偏好的前三大影响属性。因此,疫苗选项的轻度和重度副作用增加对效用有负面影响;平均支付意愿为728.26纳米比亚元以减少严重副作用。发现接种高效90%的高质量疫苗的平均支付意愿为233.11纳米比亚元(15.14美元)。在所有类别中,强烈偏好有效性高且持续时间长的疫苗。
研究结果为纳米比亚政府改进当前的疫苗接种干预策略提供了有用信息。