Analytics are more than Numbers and Stats – It’s About People by Tammy Marple, VP – Special Investigations Unit
August 7, 2018
During my time as a fraud analyst, I realized that my work was so much more than just numbers and statistics. I worked in State Government for many years and a few years ago, my manager asked me to conduct a study on Opioids. I lived that assignment for 18 months.
After the Opioid study was completed, I traveled the state and shared what I had learned with our regulatory and law enforcement partners. That assignment really stuck with me. The overall impact of the Opioid epidemic on healthcare costs, society, and the family unit is devastating. It is a sad truth when we can say “everyone knows someone addicted to these types of drugs,” regardless of how they got there. An even worse reality is the impact on the family as a whole: newborn babies born addicted to drugs, children being raised by their grandparents or in foster care because the parents are either dead or in jail as a result of their addiction and drug diversion activities, and families living with the daily possibility of overdose.
One of the most eye-opening documentaries regarding this epidemic was created by Vanguard and is titled “The OxyContin Express.” Although the video is many years old, the story it tells is still very real today and it is no longer just a Florida issue. I often suggest that our interns and new employees in Pondera’s Special Investigations Unit watch the video. It explains drug diversion schemes from drug seeking patients to the cash operations of those that prescribe the drugs, as well as the overall human element. It’s been years since I conducted the study on Opioids, and yet Opioid abuse is still on the rise and growing fast with the introduction of illicitly manufactured fentanyl.
An in-depth analysis conducted in 2016 by the Centers for Disease Control and Prevention (CDC), stated that drug overdose deaths were spreading not only geographically but also across demographic groups. Listed below are some of the stats from the CDC analysis:
• Drug overdoses killed 63,632 Americans in 2016.
• Nearly two-thirds of these deaths (66%) involved a prescription or illicit opioid.
• Overdose deaths increased in all categories of drugs examined for men and women, people ages 15 and older, all races and ethnicities, and across all levels of urbanization.
• CDC’s new analysis confirms that recent increases in drug overdose deaths are driven by continued sharp increases in deaths involving synthetic opioids other than methadone, such as illicitly manufactured fentanyl (IMF).
Pondera’s technology can identify these areas of risk in a variety of programs. This is the reason behind what we do to make a difference and potentially effect change for the better. Certainly, our goal is to detect fraud, waste, and abuse in government programs, but it really does come down to people. Sure, technology is always a cool thought when it comes to smart phones, cars that drive themselves, video games, and other advancements, but technology can also be used to detect certain behaviors within large data sets and identify highly suspect activities, patterns, or hot spots of concern. Pondera leverages technology to identify suspect activity and protect vulnerable populations within a program to make a significant difference, not only from a government budget point of view but also in the lives of our fellow citizens.
Van Zeller, Mariana. “The OxyContin Express.” YouTube, Current TV – Vanguard, 19 October 2009, https://www.youtube.com/watch?v=wGZEvXNqzkM
Researchers for the Centers for Disease Control and Prevention (CDC). “U.S. Drug Overdose Deaths Continue to Rise; Increase Fueled by Synthetic Opioids.” www.cdc.gov, 29 March 2018, https://www.cdc.gov/media/releases/2018/p0329-drug-overdose-deaths.html