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肯尼亚新冠疫情防控的合规指标与疫苗犹豫:随机效应内生概率模型

Compliance Indicators of COVID-19 Prevention and Vaccines Hesitancy in Kenya: A Random-Effects Endogenous Probit Model.

作者信息

Oyekale Abayomi Samuel

机构信息

Department of Agricultural Economics and Extension, North-West University Mafikeng Campus, Mmabatho 2735, South Africa.

出版信息

Vaccines (Basel). 2021 Nov 19;9(11):1359. doi: 10.3390/vaccines9111359.

Abstract

Vaccine hesitancy remains a major public health concern in the effort towards addressing the COVID-19 pandemic. This study analyzed the effects of indicators of compliance with preventive practices on the willingness to take COVID-19 vaccines in Kenya. The data were from the COVID-19 Rapid Response Phone Surveys conducted between January and June 2021 during the fourth and fifth waves. The data were analyzed with the random-effects endogenous Probit regression model, with estimated parameters tested for robustness and stability. The results showed that willingness to take vaccines increased between the fourth and fifth waves. Compliance with many of the preventive practices also improved, although the utilizations of immune system-promoting practices were very low. The panel Probit regression results showed that compliance indicators were truly endogenous and there was existence of random effects. Immune system-boosting and contact-prevention indicators significantly increased and decreased the willingness to take vaccines, respectively ( < 0.01). The experience of mental health disorders in the form of nervousness and hopelessness also significantly influenced vaccine hesitancy ( < 0.10). Willingness to take vaccines also significantly increased among older people and those with a formal education ( < 0.01). Different forms of association exist between vaccine hesitancy and the prevention compliance indicators. There is a need to properly sensitize the people to the need to complement compliance with COVID-19 contact-prevention indicators with vaccination. Addressing mental health disorders in the form of loneliness, nervousness, depression, hopelessness and anxiety should also become the focus of public health, while efforts to reduce vaccine hesitancy should focus on individuals without formal education, males and youths.

摘要

在应对新冠疫情的努力中,疫苗犹豫仍然是一个主要的公共卫生问题。本研究分析了肯尼亚遵守预防措施指标对接种新冠疫苗意愿的影响。数据来自2021年1月至6月在第四波和第五波疫情期间进行的新冠快速反应电话调查。采用随机效应内生Probit回归模型对数据进行分析,并对估计参数进行稳健性和稳定性检验。结果显示,第四波和第五波疫情期间接种疫苗的意愿有所增加。许多预防措施的遵守情况也有所改善,尽管促进免疫系统的措施使用率非常低。面板Probit回归结果表明,遵守指标确实是内生的,且存在随机效应。增强免疫系统和预防接触指标分别显著增加和降低了接种疫苗的意愿(<0.01)。以紧张和绝望形式出现的心理健康障碍经历也显著影响了疫苗犹豫(<0.10)。老年人和受过正规教育的人接种疫苗的意愿也显著增加(<0.01)。疫苗犹豫与预防遵守指标之间存在不同形式的关联。有必要让人们充分认识到,除了遵守新冠接触预防指标外,还需要接种疫苗。以孤独、紧张、抑郁、绝望和焦虑等形式解决心理健康障碍问题也应成为公共卫生的重点,而减少疫苗犹豫的努力应侧重于未受过正规教育的人、男性和年轻人。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b854/8618705/e1ee3fcbb8ac/vaccines-09-01359-g001.jpg

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