Day by day within the US hundreds of legit prescriptions for the opioid class of prescribed drugs are written to mitigate acute ache throughout post-operation restoration, persistent again and neck ache, and a number of different instances the place sufferers expertise moderate-to-severe discomfort.
Whereas many of those medicine present ache aid, the potential for misuse and outright abuse attributable to 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 Companies 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 accessible to healthcare suppliers and authorities businesses. The healthcare business, in partnership with authorities businesses, should interact with a strong fashionable knowledge administration answer that may extract digital well being knowledge within the type of managed substance knowledge, prescriber knowledge, and affected person knowledge and remodel it into significant, measurable, and actionable data.
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 knowledge administration platform, CDP (Cloudera Knowledge Platform). With CDP, KMC was capable of develop the aptly named Managed Substance Analytics platform to leverage knowledge analytics within the combat towards opioid abuse and misuse.
CDP offers KMC’s platform the power to connect with any knowledge supply of any sort (structured, unstructured, streaming) and the open knowledge lakehouse allows multi-function analytics on each streaming and saved knowledge. Knowledge groups are empowered to collaborate with the instruments of their selection all with the safety and governance wanted to fulfill the extremely regulated healthcare business compliance necessities.
Previous to implementation, primary duties comparable 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 knowledge assortment and streamlined knowledge processing. Every day, a number of knowledge units, together with prescriptions and affected person well being data, are loaded from the digital medical data (EMR) system immediately right into a Cloudera enterprise knowledge lakehouse. Quantitative values are assigned to complicated threat components for example developments, severity, and key indicators permitting KMC to carry out probably the most complicated knowledge analytics to determine these at excessive threat for abuse or misuse of opioids.
Within the healthcare business and throughout the general public sector leveraging knowledge is vital to fixing a few of society’s greatest challenges, together with the combat towards opioid abuse.
Be part of us for an unique business webinar on March 2, 2023, to listen to KMC knowledge leaders talk about particular examples of how knowledge analytics have helped them determine suspicious prescription exercise, restrict the abuse of managed substances, and rather more.
