Posted in Technical |
February 23, 2023 2 min learn

Day-after-day within the US 1000’s 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 bunch 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 on account of their addictive nature is extraordinarily excessive. For the reason that 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 degree, carry the burden emotionally and financially. 

Fixing this disaster can and ought to be supported by insights gained from the huge quantities of knowledge accessible to healthcare suppliers and authorities companies. The healthcare trade, in partnership with authorities companies, should interact with a sturdy fashionable information administration resolution 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 ability of knowledge to save lots of 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 Information Platform). With CDP, KMC was in a position to develop the aptly named Managed Substance Analytics platform to leverage information analytics within the combat towards opioid abuse and misuse. 

CDP provides KMC’s platform the power to hook up with any information supply of any sort (structured, unstructured, streaming) and the open information lakehouse permits 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 trade compliance necessities.

Previous to implementation, primary duties resembling 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 immediately right into a Cloudera enterprise information lakehouse. Quantitative values are assigned to complicated danger elements for example tendencies, severity, and key indicators permitting KMC to carry out probably the most complicated information analytics to establish these at excessive danger for abuse or misuse of opioids.

Within the healthcare trade and throughout the general public sector leveraging information is essential to fixing a few of society’s greatest challenges, together with the combat towards opioid abuse.

Be a part of us for an unique trade 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.