Day by day within the US hundreds of authentic prescriptions for the opioid class of prescribed drugs are written to mitigate acute ache throughout post-operation restoration, continual again and neck ache, and a bunch of different circumstances the place sufferers expertise moderate-to-severe discomfort.
Whereas many of those medication present ache reduction, the potential for misuse and outright abuse because of their addictive nature is extraordinarily excessive. For the reason that Nineties, opioid abuse within the US skyrocketed to the purpose that in 2017 the Division of Well being and Human Providers declared the opioid disaster a public well being emergency. This epidemic impacts extra than simply people. Households and communities, in addition to the US healthcare system on the federal, state, and native degree, carry the burden emotionally and financially.
Fixing this disaster can and ought to be supported by insights gained from the huge quantities of information out there to healthcare suppliers and authorities companies. The healthcare trade, in partnership with authorities companies, should interact with a sturdy trendy information administration answer that may extract digital well being information within the type of managed substance information, prescriber information, and affected person information and rework it into significant, measurable, and actionable data.
The facility of information to save lots of lives
Keck Drugs of USC (KMC), a university-based medical system in Southern California, has taken on this problem with the assistance of Cloudera’s information administration platform, CDP (Cloudera Information Platform). With CDP, KMC was capable of develop the aptly named Managed Substance Analytics platform to leverage information analytics within the battle in opposition to opioid abuse and misuse.
CDP offers KMC’s platform the power to hook up with any information supply of any kind (structured, unstructured, streaming) and the open information lakehouse allows multi-function analytics on each streaming and saved information. Information groups are empowered to collaborate with the instruments of their alternative all with the safety and governance wanted to fulfill the extremely regulated healthcare trade compliance necessities.
Previous to implementation, primary duties reminiscent of analyzing pharmacy orders for conspicuous opioid prescribing practices had been resource-constrained and burdened by time-consuming handbook processes, yielding little actionable perception.
With the Managed Substance Analytics platform on-line, KMC has eradicated handbook information assortment and streamlined information processing. Every day, a number of information units, together with prescriptions and affected person well being data, are loaded from the digital medical data (EMR) system instantly right into a Cloudera enterprise information lakehouse. Quantitative values are assigned to advanced danger components for instance traits, severity, and key indicators permitting KMC to carry out essentially the most advanced information analytics to determine these at excessive danger for abuse or misuse of opioids.
Within the healthcare trade and throughout the general public sector leveraging information is crucial to fixing a few of society’s greatest challenges, together with the battle in opposition to opioid abuse.
Be part of us for an unique trade webinar on March 2, 2023, to listen to KMC information leaders focus on particular examples of how information analytics have helped them determine suspicious prescription exercise, restrict the abuse of managed substances, and far more.
