Department of Public Health, St. Francis University College of Health and Allied Sciences, P.O. Box 175, Ifakara, Tanzania.
Heidelberg Institute of Global Health, Medical Faculty and University Hospital, Heidelberg University, Heidelberg, Germany.
BMC Public Health. 2021 Jan 2;21(1):1. doi: 10.1186/s12889-020-10013-y.
Micro-health insurance (MHI) has been identified as a possible interim solution to foster progress towards Universal Health Coverage (UHC) in low- and middle- income countries (LMICs). Still, MHI schemes suffer from chronically low penetration rates, especially in sub-Saharan Africa. Initiatives to promote and sustain enrolment have yielded limited effect, yet little effort has been channelled towards understanding how such initiatives are implemented. We aimed to fill this gap in knowledge by examining heterogeneity in implementation outcomes and their moderating factors within the context of the Redesigned Community Health Fund in the Dodoma region in Tanzania.
We adopted a mixed-methods design to examine implementation outcomes, defined as adoption and fidelity of implementation (FOI) as well as their moderating factors. A survey questionnaire collected individual level data and a document review checklist and in-depth interview guide collected district level data. We relied on descriptive statistics, a chi square test and thematic analysis to analyse our data.
A review of district level data revealed high adoption (78%) and FOI (77%) supported also by qualitative interviews. In contrast, survey participants reported relatively low adoption (55%) and FOI (58%). Heterogeneity in adoption and FOI was observed across the districts and was attributed to organisational weakness or strengths, communication and facilitation strategies, resource availability (fiscal capacity, human resources and materials), reward systems, the number of stakeholders, leadership engagement, and implementer's skills. At an individual level, heterogeneity in adoption and FOI of scheme components was explained by the survey participant's level of education, occupation, years of stay in the district and duration of working in the scheme. For example, the adoption of job description was statistically associated with occupation (p = 0.001) and wworking in the scheme for more than 20 months had marginal significant association with FOI (p = 0.04).
The study demonstrates that assessing the implementation processes helps to detect implementation weaknesses and therefore address such weaknesses as the interventions are implemented or rolled out to other settings. Attention to contextual and individual implementer elements should be paid in advance to adjust implementation strategies and ensure greater adoption and fidelity of implementation.
微健康保险(MHI)已被确定为促进中低收入国家(LMICs)向全民健康覆盖(UHC)迈进的可能的临时解决方案。然而,MHI 计划的普及率一直很低,尤其是在撒哈拉以南非洲地区。促进和维持参保的举措收效甚微,但几乎没有努力了解这些举措是如何实施的。我们旨在通过在坦桑尼亚多多马地区的重新设计的社区健康基金的背景下,检查实施结果的异质性及其调节因素来填补这一知识空白。
我们采用混合方法设计来检查实施结果,这些结果被定义为实施的采用和保真度(FOI)以及它们的调节因素。一份调查问卷收集了个人层面的数据,一份文件审查清单和深入访谈指南收集了地区层面的数据。我们依赖描述性统计、卡方检验和主题分析来分析我们的数据。
对地区层面数据的审查显示,高采用率(78%)和高 FOI(77%),这也得到了定性访谈的支持。相比之下,调查参与者报告的采用率(55%)和 FOI(58%)相对较低。在不同地区观察到采用和 FOI 的异质性,并归因于组织的强弱、沟通和促进策略、资源可用性(财政能力、人力资源和材料)、奖励制度、利益相关者的数量、领导参与度和实施者的技能。在个人层面上,方案组件的采用和 FOI 的异质性可以用调查参与者的教育水平、职业、在该地区的逗留年限和在该方案中的工作年限来解释。例如,职位描述的采用与职业有统计学关联(p=0.001),在该方案中工作超过 20 个月与 FOI 有边缘显著关联(p=0.04)。
该研究表明,评估实施过程有助于发现实施中的弱点,从而在干预措施实施或推广到其他环境时解决这些弱点。在提前关注背景和个人实施者因素的情况下,应调整实施策略,以确保更大程度的采用和保真度。