Day-after-day within the US hundreds of professional prescriptions for the opioid class of prescription drugs are written to mitigate acute ache throughout post-operation restoration, power again and neck ache, and a bunch of different circumstances the place sufferers expertise moderate-to-severe discomfort.
Whereas many of those medicine present ache reduction, the potential for misuse and outright abuse because of their addictive nature is extraordinarily excessive. Because the Nineteen 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 stage, carry the burden emotionally and financially.
Fixing this disaster can and must be supported by insights gained from the huge quantities of knowledge obtainable to healthcare suppliers and authorities businesses. The healthcare business, in partnership with authorities businesses, should have interaction with a sturdy fashionable information administration answer that may extract digital well being information within the type of managed substance information, prescriber information, and affected person information and remodel it into significant, measurable, and actionable info.
The ability of knowledge to avoid wasting lives
Keck Medication 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 Data Platform). With CDP, KMC was in a position to develop the aptly named Managed Substance Analytics platform to leverage information analytics within the battle towards opioid abuse and misuse.
CDP provides 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 selection all with the safety and governance wanted to satisfy the extremely regulated healthcare business compliance necessities.
Previous to implementation, fundamental duties corresponding to 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 information, are loaded from the digital medical information (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 establish these at excessive danger for abuse or misuse of opioids.
Within the healthcare business and throughout the general public sector leveraging information is vital to fixing a few of society’s largest challenges, together with the battle towards opioid abuse.
Be part of us for an exclusive industry webinar on March 2, 2023, to listen to KMC information leaders talk about particular examples of how information analytics have helped them establish suspicious prescription exercise, restrict the abuse of managed substances, and way more.