Day by day within the US hundreds of reliable 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 circumstances the place sufferers expertise moderate-to-severe discomfort.
Whereas many of those medicine present ache aid, the potential for misuse and outright abuse because 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 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 trade, in partnership with authorities businesses, should have interaction with a strong trendy knowledge administration resolution that may extract digital well being knowledge within the type of managed substance knowledge, prescriber knowledge, and affected person knowledge and rework it into significant, measurable, and actionable info.
The facility of knowledge to avoid wasting 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 knowledge administration platform, CDP (Cloudera Knowledge Platform). With CDP, KMC was in a position to develop the aptly named Managed Substance Analytics platform to leverage knowledge analytics within the combat in opposition to opioid abuse and misuse.
CDP offers KMC’s platform the power to hook up with any knowledge supply of any sort (structured, unstructured, streaming) and the open knowledge lakehouse permits multi-function analytics on each streaming and saved knowledge. Knowledge groups are empowered to collaborate with the instruments of their alternative 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 guide processes, yielding little actionable perception.
With the Managed Substance Analytics platform on-line, KMC has eradicated guide knowledge assortment and streamlined knowledge processing. Every day, a number of knowledge units, together with prescriptions and affected person well being information, are loaded from the digital medical information (EMR) system immediately right into a Cloudera enterprise knowledge lakehouse. Quantitative values are assigned to advanced threat components as an example developments, severity, and key indicators permitting KMC to carry out essentially the most advanced knowledge analytics to determine these at excessive threat for abuse or misuse of opioids.
Within the healthcare trade and throughout the general public sector leveraging knowledge is crucial to fixing a few of society’s greatest challenges, together with the combat in opposition to opioid abuse.
Be a part of us for an unique trade webinar on March 2, 2023, to listen to KMC knowledge leaders focus on particular examples of how knowledge analytics have helped them determine suspicious prescription exercise, restrict the abuse of managed substances, and rather more.
