Digital financial services for health in support of universal health coverage: qualitative programmatic case studies from Kenya and Rwanda.

Background: This document describes two qualitative programmatic case studies documenting experiences implementing digital financial services (DFS) for health with a focus on expanding access to universal health coverage (UHC). The CBHI 3MS system in Rwanda and the i-PUSH and Medical Credit Fund programs in Kenya were selected because they represent innovative use of digital financing technologies to support UHC programs at scale.

Methods: These studies were conducted from April-August 2021 as part of a broader digital financial services landscape assessment that used a mixed methods process evaluation to answer three questions: 1) what was the experience implementing the program, 2) how was it perceived to influence health systems performance, and 3) what was the client/beneficiary experience? Qualitative interviews involved a range of engaged stakeholders, including implementers, developers, and clients/users from the examined programs in both countries. Secondary data were used to describe key program trends.

Results: Respondents agreed that DFS contributed to health system performance by making systems more responsive, enabling programs to implement changes to digital services based on new laws or client-proposed features, and improving access to quality data for better management and improved quality of services. Key informants and secondary data confirmed that both implementations likely contributed to increasing health insurance coverage; however, other changes in market dynamics were also likely to influence these changes. Program managers and some beneficiaries praised the utility of digital functions, compared to paper-based systems, and noted their effect on individual savings behavior to contribute to household resilience.

Discussion/conclusions: Several implementation considerations emerged as facilitators or barriers to successful implementation of DFS for health, including the importance of multisectoral investments in general ICT infrastructure, the value of leveraging existing community resources (CHWs and mobile money agents) to boost enrollment and help overcome the digital divide, and the significance of developing trust across government and private sector organizations. The studies led to the development of five main recommendations for the design and implementation of health programs incorporating DFS.