School of Economics, Population and Development Studies, University of Nairobi, Nairobi Campus, Nairobi, Kenya.
Human Sciences Research Council, Pretoria 0001, South Africa.
Int J Environ Res Public Health. 2023 Oct 2;20(19):6871. doi: 10.3390/ijerph20196871.
The rising cases of non-communicable diseases, specifically cancer, have led to the integration of palliative care in their management. However, only 10% of cancer patients have access to palliative care. Healthcare utilization is an important step in disease management as it aids individuals in accessing opportunities for the prevention and treatment of diseases. The study applied the binary probit model to estimate the progressive utilization of palliative care services by cancer patients. The aim of the study was to determine factors influencing the progressive utilization of palliative care by cancer patients. A cross-sectional data survey was conducted for 169 cancer patients seeking palliative care at the Nairobi Hospice in 2013. For each patient, the predisposing, enabling, and need (PEN) factors were analyzed as key criteria for applying progressive utilization of palliative care at the Nairobi Hospice as compared to those residing in other counties in the study. Descriptive statistics showed that 27% of patients studied resided in Nairobi County, where 61% were female, 62% were married, 35% had primary education, 44% were self-employed, and 59% had medical insurance. Probit regression and marginal effects showed that employment and religion were significant in determining the progressive utilization of palliative care. Employment status and religion are consequently the main factors that both governments and health-focused non-governmental organizations need to consider increasing the probability of progressively utilizing palliative care to improve the quality of life of cancer patients.
非传染性疾病(特别是癌症)病例不断增加,促使姑息治疗融入其管理之中。然而,只有 10%的癌症患者能够获得姑息治疗。医疗保健的利用是疾病管理的一个重要步骤,因为它可以帮助个人获得预防和治疗疾病的机会。该研究应用二元概率模型来估计癌症患者姑息治疗服务的渐进利用情况。本研究旨在确定影响癌症患者姑息治疗渐进利用的因素。2013 年,对在奈洛比临终关怀中心寻求姑息治疗的 169 名癌症患者进行了横断面数据调查。对于每位患者,将倾向因素、促成因素和需要因素(PEN)作为在奈洛比临终关怀中心与在研究中其他县应用姑息治疗渐进利用的关键标准进行了分析。描述性统计显示,27%的研究患者居住在奈洛比县,其中 61%为女性,62%已婚,35%接受过小学教育,44%为自营职业者,59%有医疗保险。概率回归和边际效应显示,就业和宗教在决定姑息治疗的渐进利用方面具有重要意义。因此,就业状况和宗教是政府和以健康为重点的非政府组织需要考虑的主要因素,以提高姑息治疗的利用率,从而提高癌症患者的生活质量。