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Updated: May 16, 2026

Determining Pain Detection and Tolerance Thresholds Using an Integrated, Multi-Modal Pain Task Battery
Published on: April 14, 2016
One-year prediction of pain killer use among at-risk older teens and emerging adults
Steve Sussman1, Louise A Rohrbach, Donna Spruijt-Metz
1Institute for Health Promotion and Disease Prevention Research, University of Southern California, Alhambra, USA. ssussma@usc.edu
Abstract:
The leading substance of misuse among teens after tobacco, alcohol, and marijuana is the use of pain killers. Very few longitudinal studies on prediction of pain killer use have been conducted among teens. This study examined the 1-year prediction of self-reported last 30-day pain killer use controlling for baseline 30-day painkiller use among 1186 alternative high school youth in California. Among demographic, behavioral, psychosocial, and environmental predictors, a multivariable model indicated that: (a) relatively higher levels of baseline pain killer use; (b) white ethnicity; (c) relatively lower levels of depressive symptoms (contrary to previous studies); and (d) those who live with both parents were more likely to report use of pain killer medications in the next year. It is speculated that those with relatively greater access to pain medication, within an at-risk social environment, are those who will use it later on.
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