Bediako Vincent Bio, Ackah Josephine Akua, Yankey Theophilus Junior, Okyere Joshua, Acheampong Emmanuella, Owusu Bernard Afriyie, Agbemavi Wonder, Nwameme Adanna Uloaku, Kamau Edward Mberu, Asampong Emmanuel
The Graduate Group in Demography, University of Pennsylvania, Philadelphia, USA.
Department of Population Health, London School of Hygiene and Tropical Medicine, London, UK.
Sci Rep. 2025 Jan 2;15(1):251. doi: 10.1038/s41598-024-75408-y.
Malaria has been a severe global and public health concern for the last couple of decades. Ghana, like many other countries in sub-Saharan Africa, is most affected by the disease, with children facing dire consequences. The recent introduction of the RTS, S malaria vaccine holds great potential in reducing malaria fatalities in children. However, RTS, S implementation have inherent challenges that raise the stakes of vaccine defaults in piloted areas in Ghana. In this study, we examine the predictors of RTS, S vaccine defaults using a cross-sectional research design that covers a sample of 765 caregivers in Southern Ghana. Classification models (Binary logistic regression and Random Forest) were performed to identify critical socio-demographic, health and RTS, S related predictors. The findings show that more than a third (38.43%) of children defaulted at least one dose of the malaria vaccine. Key predictors of defaults included sub-metro of residence, cost of traveling to health facilities, experience of adverse events, knowledge about the vaccine doses, caregiver's employment status, and religion. Our findings emphasize the need for targeted interventions to reduce defaults, mainly focusing on caregiver education on vaccines, reducing financial barriers to healthcare access, and addressing concerns about adverse events.
在过去几十年里,疟疾一直是严重的全球公共卫生问题。加纳与撒哈拉以南非洲的许多其他国家一样,受该疾病影响最为严重,儿童面临着可怕的后果。最近推出的RTS,S疟疾疫苗在降低儿童疟疾死亡率方面具有巨大潜力。然而,RTS,S疫苗的实施存在内在挑战,这增加了加纳试点地区疫苗漏种的风险。在本研究中,我们采用横断面研究设计,对加纳南部765名照料者进行抽样,以检验RTS,S疫苗漏种的预测因素。我们运用分类模型(二元逻辑回归和随机森林)来确定关键的社会人口统计学、健康以及与RTS,S相关的预测因素。研究结果表明,超过三分之一(38.43%)的儿童至少漏种了一剂疟疾疫苗。漏种的关键预测因素包括居住的次区域、前往医疗机构的交通费用、不良事件经历、对疫苗剂量的了解、照料者的就业状况以及宗教信仰。我们的研究结果强调了采取有针对性干预措施以减少漏种情况的必要性,主要侧重于对照料者进行疫苗教育、减少获得医疗保健的经济障碍以及解决对不良事件的担忧。