地区
- America
国家
- United States
产品
- Alteryx
技术栈
- SQL
- Excel
影响指标
- Productivity Improvements
技术
- 分析与建模 - 大数据分析
适用行业
- 医疗保健和医院
适用功能
- 质量保证
用例
- 质量预测分析
服务
- 数据科学服务
关于客户
本案例研究中的客户是科罗拉多医院协会 (CHA)。CHA 是一家与科罗拉多州医院和政策制定者合作以做出更好决策的组织。CHA 的分析总监 Alexandra 花了五年多时间分析医疗数据。CHA 的分析团队还包括医疗数据分析师,例如 Dominick Kuljis,他在加入 CHA 时对 SQL 和 Excel 有所了解,但没有核心编程经验。该团队的目标是利用他们在公共卫生和化学方面的背景来推动医疗保健的发展。
挑战
科罗拉多医院协会 (CHA) 面临着阿片类药物泛滥的重大挑战。阿片类药物传统上用于治疗急诊科疼痛,但却导致处方药滥用,并成为非法药物的入口。根据科罗拉多州卫生保健政策和财政部门的数据,2015 年,每 36 小时就有一名科罗拉多州居民因用药过量而死亡。从数据的角度来看,情况很混乱。CHA 需要将急诊科数据与索赔基础数据结合起来,以了解各家医院的情况。每个问题似乎都指向另一个问题,从而造成了复杂而具有挑战性的情况。
解决方案
解决 CHA 挑战的方案是 Alteryx 平台。Alteryx 是一个数据分析平台,允许用户执行复杂的分析,而无需大量的编程知识。Dominick 加入 CHA 时,他担心自己最终会陷入数据分析的“技术困境”中。然而,Alteryx 平台让他能够专注于利用他在公共卫生和化学方面的背景来推动医疗保健的发展。使用 Alteryx,Dominick 感觉自己是一个由 10 人组成的团队,而不仅仅是一个人,即使在使用该平台的早期也是如此。
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