{"title":"利用人工智能改进医疗补助的行政流程","authors":"Ted Cho, Brian J Miller","doi":"10.1093/haschl/qxae008","DOIUrl":null,"url":null,"abstract":"\n Administrative burden across state-federal benefits programs is unsustainable, and artificial intelligence (AI) and associated technologies have emerged and resulted in significant interest as possible solutions. While early in development, AI has significant potential to reduce administrative waste and increase efficiency, with many government agencies and state legislators eager to adopt the new technology. Turning to existing frameworks defining what functions are considered “inherently governmental” can help determine where more autonomous implementation could be not only appropriate, but also provide unique advantages. Such areas could include eligibility and redetermination of Medicaid eligibility as well as preventing improper Medicaid payments. However, while AI is promising, this technology may not be ready for fully autonomous implementation and instead could be deployed to augment human capabilities with robust safeguards until it has proven to be more reliable. In the meantime, the Centers for Medicare & Medicaid Services should release clear guidance around the use of AI by state Medicaid programs, and policymakers must work together to harness AI technologies in order to improve the efficiency and effectiveness of the Medicaid program.","PeriodicalId":502462,"journal":{"name":"Health Affairs Scholar","volume":"47 10","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Using Artificial Intelligence to Improve Administrative Process in Medicaid\",\"authors\":\"Ted Cho, Brian J Miller\",\"doi\":\"10.1093/haschl/qxae008\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\\n Administrative burden across state-federal benefits programs is unsustainable, and artificial intelligence (AI) and associated technologies have emerged and resulted in significant interest as possible solutions. While early in development, AI has significant potential to reduce administrative waste and increase efficiency, with many government agencies and state legislators eager to adopt the new technology. Turning to existing frameworks defining what functions are considered “inherently governmental” can help determine where more autonomous implementation could be not only appropriate, but also provide unique advantages. Such areas could include eligibility and redetermination of Medicaid eligibility as well as preventing improper Medicaid payments. However, while AI is promising, this technology may not be ready for fully autonomous implementation and instead could be deployed to augment human capabilities with robust safeguards until it has proven to be more reliable. In the meantime, the Centers for Medicare & Medicaid Services should release clear guidance around the use of AI by state Medicaid programs, and policymakers must work together to harness AI technologies in order to improve the efficiency and effectiveness of the Medicaid program.\",\"PeriodicalId\":502462,\"journal\":{\"name\":\"Health Affairs Scholar\",\"volume\":\"47 10\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-01-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Health Affairs Scholar\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1093/haschl/qxae008\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Health Affairs Scholar","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/haschl/qxae008","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
各州-联邦福利计划的行政负担是不可持续的,人工智能(AI)和相关技术作为可能的解决方案已经出现并引起了极大的兴趣。虽然人工智能尚处于发展初期,但其在减少行政浪费和提高效率方面具有巨大潜力,许多政府机构和州立法者都迫切希望采用这项新技术。利用现有的框架来定义哪些职能被认为是 "政府固有的",有助于确定在哪些领域更自主地实施人工智能不仅合适,而且还能提供独特的优势。这些领域可能包括医疗补助资格和重新确定医疗补助资格,以及防止不当的医疗补助支付。不过,虽然人工智能前景广阔,但这项技术可能还没有准备好完全自主实施,相反,在证明其更加可靠之前,可以部署这项技术来增强人类的能力,并采取强有力的保障措施。与此同时,美国医疗保险与医疗补助服务中心(Centers for Medicare & Medicaid Services)应围绕各州医疗补助计划对人工智能的使用发布明确的指导意见,政策制定者必须共同努力利用人工智能技术,以提高医疗补助计划的效率和有效性。
Using Artificial Intelligence to Improve Administrative Process in Medicaid
Administrative burden across state-federal benefits programs is unsustainable, and artificial intelligence (AI) and associated technologies have emerged and resulted in significant interest as possible solutions. While early in development, AI has significant potential to reduce administrative waste and increase efficiency, with many government agencies and state legislators eager to adopt the new technology. Turning to existing frameworks defining what functions are considered “inherently governmental” can help determine where more autonomous implementation could be not only appropriate, but also provide unique advantages. Such areas could include eligibility and redetermination of Medicaid eligibility as well as preventing improper Medicaid payments. However, while AI is promising, this technology may not be ready for fully autonomous implementation and instead could be deployed to augment human capabilities with robust safeguards until it has proven to be more reliable. In the meantime, the Centers for Medicare & Medicaid Services should release clear guidance around the use of AI by state Medicaid programs, and policymakers must work together to harness AI technologies in order to improve the efficiency and effectiveness of the Medicaid program.