Assessment of risk behaviors in patients with opioid prescriptions: A study of indiana's inspect data

Am J Addict. 2017 Dec;26(8):822-829. doi: 10.1111/ajad.12639. Epub 2017 Nov 16.

Abstract

Background and objectives: Prescription Drug Monitoring Programs (PDMPs) can serve as screening tools and support the clinical decision-making process in patients receiving opioids. The objective of the study was to utilize 2014 INSPECT (Indiana's PDMP) data to identify factors that increase patients' likelihood to engage in opioid-related risk behaviors.

Methods: Based on a literature review, four risk behaviors were identified: Receiving >90 morphine milligram equivalents (MME), having >4 opioid prescribers, obtaining opioids from >4 pharmacies, and concurrent use of opioids and benzodiazepines. Two binary logistic regression analyses (engaging in at least one risk behaviors; engaging in all four risk behaviors) and an ordinal regression analysis (engaging in 0-4 risk behaviors) were conducted to identify factors associated with these opioid-related risk behaviors.

Results: Of the 1,538,120 unique opioid patients included in the study, 18.4% engaged in one, 5.3% in two, 1.6% in three, and .4% in all four risk behaviors. Depending on the model, prescribing a second monthly opioid increased patients' odds to engage in risk behaviors by a factor of 10 or more and prescribing two or more benzodiazepines annually increased the odds at least 13-fold.

Conclusions and scientific significance: About one-fourth of all patients consuming opioids engaged in one or more risk behaviors; higher number of opioid prescriptions and addition of even a small number of benzodiazepine prescriptions dramatically increased these odds. PDMPs can be helpful in identifying opioid users at high-risk for misuse. This information could be used to target efforts to reduce the prescription drug epidemic. (Am J Addict 2017;26:822-829).

MeSH terms

  • Adult
  • Aged
  • Analgesics, Opioid / therapeutic use*
  • Benzodiazepines / therapeutic use
  • Dose-Response Relationship, Drug
  • Female
  • Humans
  • Indiana
  • Male
  • Middle Aged
  • Odds Ratio
  • Prescription Drug Misuse / prevention & control
  • Prescription Drug Misuse / psychology*
  • Prescription Drug Misuse / statistics & numerical data*
  • Prescription Drug Monitoring Programs
  • Risk-Taking*

Substances

  • Analgesics, Opioid
  • Benzodiazepines