共 50 条
Spatial distribution and determinants of childhood vaccination refusal in the United States
被引:2
|作者:
Kang, Bokgyeong
[1
]
Goldlust, Sandra
[2
]
Lee, Elizabeth C.
[3
]
Hughes, John
[4
]
Bansal, Shweta
[5
]
Haran, Murali
[1
]
机构:
[1] Penn State Univ, Dept Stat, University Pk, PA 16802 USA
[2] NYU, Sch Med, New York, NY 10016 USA
[3] Johns Hopkins Bloomberg Sch Publ Hlth, Dept Epidemiol, Baltimore, MD 21205 USA
[4] Lehigh Univ, Coll Hlth, Bethlehem, PA 18015 USA
[5] Georgetown Univ, Dept Biol, Washington, DC 20007 USA
来源:
基金:
美国国家卫生研究院;
关键词:
Bayesian inference;
Vaccine hesitancy;
Vaccine refusal;
Administrative healthcare data;
SCHOOL IMMUNIZATION REQUIREMENTS;
INFECTIOUS-DISEASE SURVEILLANCE;
NONMEDICAL EXEMPTIONS;
MEDICAL HOME;
BIG DATA;
CHILDREN;
COVERAGE;
HESITANCY;
VACCINES;
ASSOCIATION;
D O I:
10.1016/j.vaccine.2023.04.019
中图分类号:
R392 [医学免疫学];
Q939.91 [免疫学];
学科分类号:
100102 ;
摘要:
Parental refusal and delay of childhood vaccination has increased in recent years in the United States. This phenomenon challenges maintenance of herd immunity and increases the risk of outbreaks of vaccine-preventable diseases. We examine US county-level vaccine refusal for patients under five years of age collected during the period 2012-2015 from an administrative healthcare dataset. We model these data with a Bayesian zero-inflated negative binomial regression model to capture social and political processes that are associated with vaccine refusal, as well as factors that affect our measurement of vaccine refusal. Our work highlights fine-scale socio-demographic characteristics associated with vaccine refusal nationally, finds that spatial clustering in refusal can be explained by such factors, and has the potential to aid in the development of targeted public health strategies for optimizing vaccine uptake. (c) 2023 Published by Elsevier Ltd.
引用
收藏
页码:3189 / 3195
页数:7
相关论文