Which Data Analytics Tool Should We Use to Evaluate Risk in Upstream Drug Supply Chains?

Matt Christian, Wejdan Bagais
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Abstract

Drug shortages are a persistent and serious problem in the United States, affecting patient care and health care costs. This article canvasses factors that contribute to drug shortages, such as manufacturing complexity, price, and quality inspection records. This article further proposes an early warning system and payment, contracting, and pricing innovations to mitigate drug shortages and offers data-driven recommendations to stakeholders looking to protect the supply of quality medicines.
我们应该使用哪种数据分析工具来评估上游药品供应链的风险?
在美国,药品短缺是一个长期存在的严重问题,影响着病人护理和医疗成本。本文探讨了导致药品短缺的因素,如生产复杂性、价格和质量检查记录。本文进一步提出了一个预警系统以及支付、合同和定价方面的创新措施,以缓解药品短缺问题,并向希望保护优质药品供应的利益相关者提出了以数据为导向的建议。
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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