回顾医疗保健管理中的商业分析:美国和非洲的视角

Israel Osejie Okoduwa, Jeremiah Olawumi Arowoogun, Kehinde Feranmi Awonuga, Bankole Ibrahim Ashiwaju, Jane Osareme Ogugua
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摘要

这篇综合评论探讨了商业分析在医疗保健管理中的应用和影响,重点关注美国和非洲的独特视角。在数据驱动决策至关重要的时代,全球医疗机构正越来越多地转向商业分析,以提高效率、改善患者疗效并优化资源配置。美国是采用先进分析解决方案的先驱,本综述首先探讨了美国医疗保健管理中的业务分析现状。分析包括利用预测建模、数据挖掘和人工智能来简化操作、加强临床决策和改善患者护理。来自美国领先医疗机构的案例研究和成功案例说明了业务分析在患者风险分层、资源优化和人口健康管理等领域的变革能力。与此形成鲜明对比的是,本综述深入探讨了非洲大陆在医疗保健领域采用商业分析所面临的独特挑战和机遇。尽管面临资源限制和技术基础设施水平参差不齐的问题,非洲国家正日益认识到分析技术在应对紧迫的医疗挑战方面的潜力。讨论涵盖了旨在利用数据分析改善非洲医疗保健服务、疾病监测和资源管理的倡议与合作。对美国和非洲的比较分析凸显了在医疗保健管理中实施商业分析的方法和环境的多样性。数据的可获取性、基础设施的发展以及文化因素等都是影响将分析工具成功整合到医疗决策中的关键决定因素。综述强调了商业分析在重塑医疗保健管理实践中的关键作用,同时也承认有必要根据美国和非洲医疗保健领域固有的具体挑战和机遇制定有针对性的战略。本研究为决策者、医疗保健管理者和研究人员提供了宝贵的见解,帮助他们在全球和地区范围内驾驭不断发展的医疗保健分析技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reviewing business analytics in healthcare management: USA and African perspectives
This comprehensive review explores the application and impact of business analytics in healthcare management, focusing on the distinctive perspectives of the United States and Africa. In an era where data-driven decision-making is paramount, healthcare organizations globally are increasingly turning to business analytics to enhance efficiency, improve patient outcomes, and optimize resource allocation. The review begins by examining the state of business analytics in healthcare management within the United States, a pioneer in adopting advanced analytics solutions. The analysis encompasses the utilization of predictive modeling, data mining, and artificial intelligence to streamline operations, enhance clinical decision-making, and improve patient care. Case studies and success stories from leading healthcare institutions in the USA illustrate the transformative power of business analytics in areas such as patient risk stratification, resource optimization, and population health management. Contrastingly, the review delves into the unique challenges and opportunities that characterize the adoption of business analytics in healthcare across the African continent. Despite facing resource constraints and varying levels of technological infrastructure, African nations are increasingly recognizing the potential of analytics to address pressing healthcare challenges. The discussion encompasses initiatives and collaborations aimed at leveraging data analytics to improve healthcare delivery, disease surveillance, and resource management in the African context. The comparative analysis between the USA and Africa highlights the diversity of approaches and contexts in implementing business analytics in healthcare management. Factors such as data accessibility, infrastructure development, and cultural considerations emerge as critical determinants shaping the successful integration of analytics tools in healthcare decision-making. The review underscores the pivotal role of business analytics in reshaping healthcare management practices, while acknowledging the need for tailored strategies that align with the specific challenges and opportunities inherent in the USA and African healthcare landscapes. This study provides valuable insights for policymakers, healthcare administrators, and researchers seeking to navigate the evolving landscape of healthcare analytics on both a global and regional scale.
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