Sunway Institute for Global Strategy and Competitiveness, Sunway University, Selangor, Malaysia.
Department of Econometrics and Business Statistics, School of Business, Monash University, Selangor, Malaysia.
PLoS One. 2023 Mar 15;18(3):e0282520. doi: 10.1371/journal.pone.0282520. eCollection 2023.
Sporadic outbreaks of COVID-19 remain a threat to public healthcare, especially if vaccination levels do not improve. As Malaysia begins its transition into the endemic phase, it is essential to identify the key determinants of COVID-19 vaccination intention amongst the pockets of the population who are still hesitant. Therefore, focusing on a sample of individuals who did not register for the COVID-19 vaccination, the current study integrated two widely used frameworks in the public health domain-the health belief model (HBM) and the theory of reasoned action (TRA)-to examine the inter-relationships of the predictors of vaccination intention amongst these individuals.
Primary data from 117 respondents who did not register for the COVID-19 vaccination were collected using self-administered questionnaires to capture predictors of vaccination intention amongst individuals in a Malaysian context. The partial least squares structural equation modeling (PLS-SEM) technique was used to analyze the data.
Subjective norms and attitude play key mediating roles between the HBM factors and vaccination intention amongst the unregistered respondents. In particular, subjective norms mediate the relationship between cues to action and vaccination intention, highlighting the significance of important others to influence unregistered individuals who are already exposed to information from mass media and interpersonal discussions regarding vaccines. Trust, perceived susceptibility, and perceived benefits indirectly influence vaccination intention through attitude, indicating that one's attitude is vital in promoting behavioral change.
This study showed that the behavioral factors could help understand the reasons for vaccine refusal or acceptance, and shape and improve health interventions, particularly among the vaccine-hesitant group in a developing country. Therefore, policymakers and key stakeholders can develop effective strategies or interventions to encourage vaccination amongst the unvaccinated for future health pandemics by targeting subjective norms and attitude.
新冠疫情零星爆发仍然对公共卫生健康构成威胁,尤其是在疫苗接种率没有提高的情况下。随着马来西亚开始进入地方性流行阶段,有必要确定那些对接种疫苗犹豫不决的人群中对新冠疫苗接种意愿的关键决定因素。因此,本研究关注未登记接种新冠疫苗的人群样本,综合使用健康信念模型(HBM)和理性行为理论(TRA)这两个公共卫生领域广泛使用的框架,来检验这些个体的疫苗接种意愿预测因素之间的相互关系。
使用自填式问卷收集了 117 名未登记接种新冠疫苗的受访者的原始数据,以捕捉马来西亚背景下个体疫苗接种意愿的预测因素。使用偏最小二乘结构方程建模(PLS-SEM)技术对数据进行分析。
主观规范和态度在 HBM 因素和未登记受访者的疫苗接种意愿之间起着关键的中介作用。具体而言,主观规范中介了行动线索和疫苗接种意愿之间的关系,突出了重要他人对已经接触到大众媒体信息和人际讨论的未登记个体的影响。信任、感知易感性和感知收益通过态度间接影响疫苗接种意愿,表明一个人的态度对于促进行为改变至关重要。
本研究表明,行为因素可以帮助理解疫苗拒绝或接受的原因,并塑造和改进健康干预措施,特别是在发展中国家的疫苗犹豫人群中。因此,政策制定者和利益相关者可以通过针对主观规范和态度,为未来的健康大流行制定鼓励未接种疫苗者接种疫苗的有效策略或干预措施。