Faculty of Social Sciences and Humanities, Geography Programme, Universiti Malaysia Sabah, Kota Kinabalu, Sabah, Malaysia.
Faculty of Social Sciences and Humanities, International Relations Programme, Universiti Malaysia Sabah, Kota Kinabalu, Sabah, Malaysia.
PLoS One. 2022 Jul 8;17(7):e0270868. doi: 10.1371/journal.pone.0270868. eCollection 2022.
Vaccine hesitancy is a global health challenge in controlling the virulence of pandemics. The prevalence of vaccine hesitancy will put highly vulnerable groups, such as the elderly or groups with pre-existing health conditions, at a higher risk, as seen with the outbreak of the pandemic Covid-19. Based on the trends of vaccine hesitancy in the state of Sabah, located in East Malaysia, this study seeks to identify several variables that contribute to vaccine hesitancy. In addition to this, this study also determines which groups are affected by vaccine hesitancy based on their demographics. This study is based on a sampling of 1,024 Sabahan population aged 18 and above through an online and face-to-face questionnaire. The raw data was analysed using the K-Means Clustering Analysis, Principal Component Analysis (PCA), Mann-Whitney U Test, Kruskal-Wallis Test, and frequency. The K-Means Clustering found that more than half of the total number of respondents (Cluster 2 = 51.9%) tend to demonstrate vaccine hesitancy. Based on the PCA analysis, six main factors were found to cause vaccine hesitancy in Sabah: confidence (var(X) = 21.6%), the influence of local authority (var(X) = 12.1%), ineffectiveness of mainstream media (var(X) = 8.4%), complacency (var(X) = 7.4%), social media (var(X) = 6.4%), and convenience issues (var(X) = 5.8%). Findings from both Mann-Whitney U and Kruskal-Wallis tests demonstrate that several factors of group demographics, such as employment status, level of education, religion, gender, and marital status, may explain the indicator of vaccine hesitancy. In particular, specific groups tend to become vaccine hesitancy such as, unemployed, self-employed, students, male, single, level of education, and Muslim. Findings from this empirical study are crucial to inform the relevant local authorities on the level of vulnerability among certain groups in facing the hazards of COVID-19. The main contribution of this study is that it seeks to analyse the factors behind vaccine hesitancy and identifies which groups more likely hesitant toward vaccines based on their demographics.
疫苗犹豫是控制大流行病毒毒力的全球健康挑战。疫苗犹豫的普遍性将使老年人或有预先存在健康状况的群体等高度脆弱群体面临更高的风险,就像大流行 COVID-19 爆发时一样。基于东马来西亚沙巴州疫苗犹豫的趋势,本研究旨在确定导致疫苗犹豫的几个变量。除此之外,本研究还根据人口统计学确定了哪些群体受到疫苗犹豫的影响。这项研究是基于对 1024 名 18 岁及以上沙巴人的抽样,通过在线和面对面的问卷调查进行的。原始数据使用 K-Means 聚类分析、主成分分析 (PCA)、Mann-Whitney U 检验、Kruskal-Wallis 检验和频率进行分析。K-Means 聚类发现,超过一半的总受访者(第 2 类=51.9%)倾向于表现出疫苗犹豫。根据 PCA 分析,发现导致沙巴州疫苗犹豫的六个主要因素:信心(var(X)=21.6%)、地方当局的影响(var(X)=12.1%)、主流媒体的无效性(var(X)=8.4%)、自满(var(X)=7.4%)、社交媒体(var(X)=6.4%)和便利问题(var(X)=5.8%)。Mann-Whitney U 和 Kruskal-Wallis 检验的结果表明,群体人口统计学的几个因素,如就业状况、教育水平、宗教、性别和婚姻状况,可能解释了疫苗犹豫的指标。特别是,特定群体倾向于成为疫苗犹豫者,例如失业者、个体经营者、学生、男性、单身、教育水平和穆斯林。这项实证研究的结果对于告知相关地方当局在面对 COVID-19 危害时某些群体的脆弱程度至关重要。这项研究的主要贡献在于它试图分析疫苗犹豫背后的因素,并根据人口统计学确定哪些群体更倾向于对疫苗犹豫不决。