Centre for Public Health Research, Kenya Medical Research Institute Kenya, Nairobi, Kenya.
Kenya Medical Research Institute Kenya, Eastern and Southern Africa Centre of International Parasite Control, Nairobi, Kenya.
PLoS One. 2024 Jan 30;19(1):e0297438. doi: 10.1371/journal.pone.0297438. eCollection 2024.
Kenya faces significant challenges related to health worker shortages, low retention rates, and the equitable distribution of Human Resource for Health (HRH). The Ministry of Health (MOH) in Kenya has established HRH norms and standards that define the minimum requirements for healthcare providers and infrastructure at various levels of the health system. The study assessed on the progress of Universal Health Coverage (UHC) piloting on Human Resource for Health in the country.
The study utilized a Convergent-Parallel-Mixed-Methods design, incorporating both quantitative and qualitative approaches. The study sampled diverse population groups and randomly selected health facilities. Four UHC pilot counties are paired with two non-UHC pilot counties, one neighboring county and the second county with a geographically distant and does not share a border with any UHC pilot counties. Stratification based on ownership and level was performed, and the required number of facilities per stratum was determined using the square root allocation method. Data on the availability of human resources for health was collected using a customized Kenya Service Availability and Readiness Assessment Mapping (SARAM) tool facilitated by KoBo ToolKitTM open-source software. Data quality checks and validation were conducted, and the HRH general service availability index was measured on availability of Nurses, Clinician, Nutritionist, Laboratory technologist and Pharmacist which is a minimum requirement across all levels of health facilities. Statistical analyses were performed using IBM SPSS version 27 and comparisons between UHC pilot counties and non-UHC counties where significance threshold was established at p < 0.05. Qualitative data collected using focus group discussions and in-depth interview guides. Ethical approval and research permits were obtained, and written informed consent was obtained from all participants.
The study assessed 746 health facilities with a response rate of 94.3%. Public health facilities accounted for 75% of the sample. The overall healthcare professional availability index score was 17.2%. There was no significant difference in health workers' availability between UHC pilot counties and non-UHC pilot counties at P = 0.834. Public health facilities had a lower index score of 14.7% compared to non-public facilities at 27.0%. Rural areas had the highest staffing shortages, with only 11.1% meeting staffing norms, compared to 31.8% in urban areas and 30.4% in peri-urban areas. Availability of health workers increased with the advancement of The Kenya Essential Package for Health (KEPH Level), with all Level 2 facilities across counties failing to meet MOH staffing norms (0.0%) except Taita Taveta at 8.3%. Among specific cadres, nursing had the highest availability index at 93.2%, followed by clinical officers at 52.3% and laboratory professionals at 55.2%. The least available professions were nutritionists at 21.6% and pharmacist personnel at 33.0%. This result is corroborated by qualitative verbatim.
The study findings highlight crucial challenges in healthcare professional availability and distribution in Kenya. The UHC pilot program has not effectively enhanced healthcare facilities to meet the standards for staffing, calling for additional interventions. Rural areas face a pronounced shortage of healthcare workers, necessitating efforts to attract and retain professionals in these regions. Public facilities have lower availability compared to private facilities, raising concerns about accessibility and quality of care provided. Primary healthcare facilities have lower availability than secondary facilities, emphasizing the need to address shortages at the community level. Disparities in the availability of different healthcare cadres must be addressed to meet diverse healthcare needs. Overall, comprehensive interventions are urgently needed to improve access to quality healthcare services and address workforce challenges.
肯尼亚在卫生工作者短缺、低留存率和人力资源公平分配方面面临重大挑战。肯尼亚卫生部制定了人力资源规范和标准,为各级卫生系统的医疗服务提供者和基础设施规定了最低要求。本研究评估了肯尼亚在卫生人力方面实现全民健康覆盖试点的进展情况。
本研究采用了汇聚-平行-混合方法设计,结合了定量和定性方法。研究对不同人群进行了抽样,并随机选择了卫生设施。四个全民健康覆盖试点县与两个非试点县配对,一个邻县和第二个县在地理上偏远,与任何全民健康覆盖试点县都没有接壤。根据所有权和级别进行分层,使用平方根分配方法确定每个层次所需的设施数量。使用 KoBoToolKitTM 开源软件定制的肯尼亚服务可用性和准备情况评估绘图(SARAM)工具收集卫生人力可用性数据。对数据进行质量检查和验证,并衡量护士、临床医生、营养师、实验室技术员和药剂师的总体服务可用性指数,这是所有卫生设施级别的最低要求。使用 IBM SPSS 版本 27 进行统计分析,并在 UHC 试点县和非 UHC 试点县之间进行比较,显著性阈值设定为 p<0.05。使用焦点小组讨论和深入访谈指南收集定性数据。获得了伦理批准和研究许可,并获得了所有参与者的书面知情同意。
本研究评估了 746 家卫生机构,应答率为 94.3%。公立卫生机构占样本的 75%。整体医疗专业人员可用性指数得分为 17.2%。在 UHC 试点县和非 UHC 试点县之间,卫生工作者的可用性没有显著差异(P=0.834)。公立卫生机构的指数得分较低,为 14.7%,而非公立卫生机构为 27.0%。农村地区人员配备短缺最为严重,只有 11.1%符合人员配备规范,而城市地区为 31.8%,城乡结合部为 30.4%。随着肯尼亚基本医疗包(KEPH 级别)的推进,卫生工作者的可用性有所提高,但除了塔伊塔塔维塔县的 8.3%外,所有县的 2 级设施都未能达到卫生部的人员配备规范(0.0%)。在特定干部中,护理人员的可用性指数最高,为 93.2%,其次是临床医生,为 52.3%,实验室专业人员为 55.2%。可用性最低的职业是营养师,为 21.6%,药剂师人员为 33.0%。这一结果得到了定性文字的佐证。
研究结果突出了肯尼亚在医疗专业人员可用性和分布方面的重大挑战。全民健康覆盖试点计划并没有有效地增强卫生设施以达到人员配备标准,需要采取额外的干预措施。农村地区严重缺乏医疗工作者,需要努力吸引和留住这些地区的专业人员。与私立机构相比,公立机构的可用性较低,这引发了对提供服务的可及性和质量的关注。与二级设施相比,初级保健设施的可用性较低,这强调了需要解决社区层面的短缺问题。必须解决不同医疗干部可用性方面的差异,以满足不同的医疗需求。总体而言,迫切需要采取综合干预措施,以改善获得高质量医疗服务的机会,并解决劳动力挑战。