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基于群组的轨迹建模识别 COVID-19 疫苗接种的健康信念及其预测因素:中国的一项队列研究。

Group-based trajectory modeling to identify health beliefs of COVID-19 vaccination and its predictors: A cohort study in China.

机构信息

Department of Operations Management, Central lab, Shenzhen Bao'an District Traditional Chinese Medicine Hospital, Shenzhen, China.

Institute for Hospital Management, TsingHua University, Shenzhen, China.

出版信息

Hum Vaccin Immunother. 2022 Nov 30;18(6):2091899. doi: 10.1080/21645515.2022.2091899. Epub 2022 Aug 17.

Abstract

OBJECTIVES

This study aimed to characterize distinct patterns of change in health beliefs and their dimensions of COVID-19 vaccination and to evaluate the predictors of various trajectory groups.

METHODS

A total of 1129 participants who completed two doses of COVID-19 vaccines in China were included in this prospective study. Participants' characteristics and health beliefs regarding COVID-19 vaccination were collected before and after the two doses of COVID-19 vaccination. A group-based trajectory model was used to identify the distinct longitudinal patterns of health beliefs and their dimensions. A multinomial logistic regression model was conducted to determine the predictors of different trajectory groups.

RESULTS

The group-based trajectory model identified two to four distinct patterns of global health beliefs and their domains, namely, very low-stable (16.1%), low-stable (30.2%), medium-stable (45.6%), and high-stable (8.1%) trajectories for global health beliefs. And the five domains of health beliefs showed two or three trajectory stable progression, which were similar to the global health beliefs trajectories. Sex, occupation post, adverse reactions foreboding, and quality of life were associated with the trajectory of global health beliefs or at least one domain of health beliefs.

CONCLUSIONS

During the study, individuals' health beliefs about COVID-19 vaccination were stable without the interference of external factors. Based on the impact of sex, occupation post, adverse reactions foreboding, and quality of life on individuals' health beliefs, personalized interventions can be developed to improve public health beliefs about COVID-19 vaccination and reduce vaccination hesitancy.

摘要

目的

本研究旨在描述 COVID-19 疫苗接种的健康信念及其维度的变化模式,并评估不同轨迹组的预测因素。

方法

本前瞻性研究共纳入 1129 名在中国完成两剂 COVID-19 疫苗接种的参与者。在接种两剂 COVID-19 疫苗前后收集了参与者的特征和 COVID-19 疫苗接种的健康信念。采用基于群组的轨迹模型来识别健康信念及其维度的不同纵向模式。采用多项逻辑回归模型确定不同轨迹组的预测因素。

结果

基于群组的轨迹模型确定了全球健康信念及其五个领域的两种到四种不同轨迹模式,即全球健康信念的非常低稳定(16.1%)、低稳定(30.2%)、中稳定(45.6%)和高稳定(8.1%)轨迹。健康信念的五个领域显示出两种或三种轨迹稳定进展,与全球健康信念轨迹相似。性别、职业岗位、不良反应预感和生活质量与全球健康信念轨迹或健康信念的至少一个领域有关。

结论

在研究期间,个体对 COVID-19 疫苗接种的健康信念保持稳定,不受外部因素干扰。基于性别、职业岗位、不良反应预感和生活质量对个体健康信念的影响,可以制定个性化干预措施,以改善公众对 COVID-19 疫苗接种的健康信念,减少接种犹豫。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/32c5/9746605/d51f3bf0734b/KHVI_A_2091899_F0001_B.jpg

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