5 years ago

Using Screening Tests to Predict Aberrant Use of Opioids in Chronic Pain Patients: Caveat Emptor

Screening tests represent a critical tool in chronic pain treatment for predicting aberrant opioid use, which has emerged as a significant public health issue. Nevertheless, there remains a significant potential for the misapplication of screeners in this context. The potential difficulties in evaluating the diagnostic efficiency of screeners have been well established, particularly with regard to the effect that the prevalence of a disorder has on predictive value. The wide range in the reported prevalence of aberrant opioid use behaviors makes it difficult to interpret data obtained from popular screeners for assessing the potential for the aberrant use of opioids. Given the prevalence of opioid problems, however, formulating clear clinical guidelines on such screeners appears highly important. The aims of the present report include: 1) providing a review of the salient issues necessary for interpreting diagnostic efficiency statistics of screening tests, 2) identifying the critical differences between sensitivity, specificity, and predictive value, and 3) discussing the characteristic effects that disease prevalence has on statistical prediction. The article also reviews key processes in screening measure development and highlights several key considerations relevant to their appropriate use in clinical decision-making. Perspective This article highlights common metrics for evaluating the clinical utility of screening tests in predicting aberrant opioid use. In addition, it explores a series of considerations key to developing clinical guidelines for interpreting the results of screeners in this context.

Publisher URL: www.sciencedirect.com/science

DOI: S1526590017306272

You might also like
Discover & Discuss Important Research

Keeping up-to-date with research can feel impossible, with papers being published faster than you'll ever be able to read them. That's where Researcher comes in: we're simplifying discovery and making important discussions happen. With over 19,000 sources, including peer-reviewed journals, preprints, blogs, universities, podcasts and Live events across 10 research areas, you'll never miss what's important to you. It's like social media, but better. Oh, and we should mention - it's free.

  • Download from Google Play
  • Download from App Store
  • Download from AppInChina

Researcher displays publicly available abstracts and doesn’t host any full article content. If the content is open access, we will direct clicks from the abstracts to the publisher website and display the PDF copy on our platform. Clicks to view the full text will be directed to the publisher website, where only users with subscriptions or access through their institution are able to view the full article.