Experiences, challenges and lessons while implementing a clinical decision support system in Botswana.

Oxford open digital health Pub Date : 2025-10-01 eCollection Date: 2025-01-01 DOI:10.1093/oodh/oqaf014
Kagiso Ndlovu, Nate Stein, Ruth Gaopelo, Mosadikhumo Monkge, Laura Moen, Mmoloki C Molwantwa
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Abstract

The use of information and communication technologies in healthcare has given rise to mobile health applications and services. For the developing world, mobile health has been hailed as being valuable for extending access to healthcare to underserved populations. More recently, mobile health applications support clinicians to quickly navigate decision making processes. An exemplar decision support system, VisualDx, was implemented in Botswana to provide reference materials at the point of care to support early diagnosis and management of complex dermatological conditions. This study shares experiences, challenges and lessons learnt while implementing VisualDx in Botswana. An explanatory sequential mixed methods feasibility study was conducted with 28 healthcare providers stationed at 20 clinics and hospital sites across Botswana. Nine recorded training sessions were conducted via Zoom and participants thereafter interacted with VisualDx on varying use cases. Quantitative and qualitative data were collected via surveys and a semi-structured interview per participant. Standard VisualDx App usage data was also collected. Descriptive statistics were generated and analyzed. Thematic analysis of interview transcripts was performed using Delve. Experiences, challenges and lessons learned throughout VisualDx implementation in Botswana cut across; Infrastructure, Data protection compliance, Image data quality, Continuous training support, artificial intelligence regulation, Participants' retention and Sustainable digital health funding. The implementation of VisualDx in Botswana illustrates both the value and the challenges of cross-sector and cross-border collaboration in driving adoption of eHealth tools. The lessons learned may inform future strategy for implementation of other eHealth platforms in Botswana and other similar developing countries.

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在博茨瓦纳实施临床决策支持系统的经验、挑战和教训。
信息和通信技术在医疗保健领域的应用催生了移动医疗应用和服务。对于发展中国家来说,移动医疗被认为是向服务不足的人群提供医疗服务的宝贵途径。最近,移动医疗应用程序支持临床医生快速导航决策过程。在博茨瓦纳实施了一个示例决策支持系统VisualDx,以便在护理点提供参考材料,以支持复杂皮肤病的早期诊断和管理。本研究分享了在博茨瓦纳实施VisualDx的经验、挑战和教训。对博茨瓦纳20个诊所和医院的28个医疗保健提供者进行了一项解释性顺序混合方法可行性研究。通过Zoom进行了九个录制的培训课程,参与者随后在不同的用例上与VisualDx进行了交互。定量和定性数据通过调查和每位参与者的半结构化访谈收集。还收集了标准VisualDx应用程序的使用数据。生成并分析描述性统计数据。使用Delve对访谈笔录进行专题分析。VisualDx在博茨瓦纳实施过程中获得的经验、挑战和教训贯穿始终;基础设施、数据保护合规性、图像数据质量、持续培训支持、人工智能监管、参与者保留和可持续数字医疗资助。VisualDx在博茨瓦纳的实施说明了跨部门和跨境合作在推动采用电子卫生工具方面的价值和挑战。吸取的经验教训可为今后在博茨瓦纳和其他类似发展中国家实施其他电子保健平台的战略提供参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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