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Ohio Study IDs Those at Highest Risk for Opioid Addiction

A research team, led by the University of Cincinnati, looked at Ohio Health Department records from 2010 to 2017 to help identify the populations at greatest risk of opioid overdose.

The findings, published in the journal Scientific Reports, show that white men between the ages of 30 and 39 are most at risk of fatal overdoses. In fact, the epidemic is disproportionately affecting white men over white women in all age categories.

Opioid fatalities also affected black men ages 30 to 39 at disproportionate rates compared to the total population, the study found.

Likewise, the researchers identified 12 clusters or hot zones across Ohio where the rate of fatal overdoses is highest. The clusters were predominantly, but not exclusively, in the biggest cities. These geographic areas are home to 21% of the state’s at-risk population but witnessed 40% of the opioid-related deaths in Ohio over the eight years examined.

Dr. Diego Cuadros, an assistant professor of geography in the University of Cincinnati’s College of Arts and Sciences, said UC’s findings could help steer health policy in Ohio to help groups most at risk avoid the pitfalls of addiction.

“Treatment is important, but prevention is better. We want to reduce the use and abuse of opioids,” he said.

Cuadros runs UC’s Health Geography and Disease Modeling Laboratory, which applies geographical information, perspectives and methods to the study of health, disease and health care.

Cuadros and his students worked with UC’s James L. Winkle College of Pharmacy, Oregon State University and Drexel University.

Cuadros said researchers are investigating why some populations seem more susceptible to opioid addiction.

“We’re just beginning the conversation to figure out what is driving this,” he said. Opioids are insidious because they attack the body’s ability to produce natural endorphins that make people feel better.

“Opiates desensitize natural endorphins so you don’t get the same feeling of contentment as you would otherwise from daily activities like exercise or food or fun activities. Each time you’ll need more and more opiates,” Cuadros said.

UC College of Pharmacy Dean Neil MacKinnon, a study co-author, serves as co-chairman of the UC/UC Health Opioid Task Force, which was established in 2017 to bring together researchers, educators, doctors and public advocates to address the epidemic.

“This study has provided valuable new insights into the opioid crisis in Ohio,” MacKinnon said. “It also demonstrates the value of interdisciplinary work as Dr. Cuadros and his colleagues from the Department of Geography made important contributions to our research team in pharmacy. I hope this is an ongoing partnership moving forward for the UC/UC Health Opioid Task Force.”

UC doctoral student Andres Hernandez, the study’s lead author, said substance abuse disorders are complex, influenced by family history, economic welfare and mental health.

“For example, an individual with relatives who suffered substance abuse disorders is 10 times more likely to suffer from substance abuse,” Hernandez said.

The study identified 12 mostly urban parts of Ohio that were disproportionately affected by the epidemic. Many of these clusters were in southwest Ohio.

“This area has a history of high rates of drug consumption and illegal drug flow,” Hernandez said. “I think understanding the characteristics of the population with higher risk will result in better strategies to mitigate the epidemic.”

UC’s analysis suggests several phases of the epidemic, Cuadros said.

Nearly 20 million Americans suffer from chronic pain that is so severe that it affects their daily activities, according to the Centers for Disease Control and Prevention. Researchers believe the opioid epidemic began with a surge in legal prescription painkillers.

But regulators and law enforcement began scrutinizing prescription opiates and passing laws limiting refills or reducing dosages. Some doctors were prosecuted. In the absence of easy access to prescription opiates, some people turned to illicit opiates, particularly heroin, which was comparatively cheap and readily available.

“And now this latest phase has seen the rise of fentanyl in the opioid epidemic,” Cuadros said.

Fentanyl is a synthetic opioid that is 50 to 100 times more powerful than morphine. It’s often added to heroin or other illicit drugs. Because of its potency, the risk of a fatal overdose is much greater.

“It’s more potent than other prescription opioids. And it seems to be cheaper to produce and distribute. So we’re getting a new element in the epidemic,” Cuadros said.

Source: University of Cincinnati


Ohio Study IDs Those at Highest Risk for Opioid Addiction

Traci Pedersen

Traci Pedersen is a professional writer with over a decade of experience. Her work consists of writing for both print and online publishers in a variety of genres including science chapter books, college and career articles, and elementary school curriculum.

APA Reference
Pedersen, T. (2020). Ohio Study IDs Those at Highest Risk for Opioid Addiction. Psych Central. Retrieved on November 30, 2020, from
Scientifically Reviewed
Last updated: 22 Mar 2020 (Originally: 22 Mar 2020)
Last reviewed: By a member of our scientific advisory board on 22 Mar 2020
Published on Psych All rights reserved.