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Updated: Feb 2, 2026

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C. elegans Positive Butanone Learning, Short-term, and Long-term Associative Memory Assays
Published on: March 11, 2011
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Associations between initial opioid exposure and the likelihood for long-term use.
Journal of the American Pharmacists Association : Japha
|November 10, 2018
Summary
Initial opioid exposure strongly predicts long-term use. Shorter initial opioid supplies significantly reduce the risk of developing long-term opioid dependence, even as overall rates decline.
Area of Science:
- Pharmacology and Pharmaceutics
- Public Health
- Health Services Research
Background:
- Opioid prescribing patterns have shifted, with a general decline in recent years.
- Understanding the factors influencing the transition from initial opioid exposure to long-term use is critical for public health interventions.
- The Veterans Affairs (VA) healthcare system provides a large, well-documented patient population for studying opioid use trajectories.
Purpose of the Study:
- To examine the association between initial opioid exposure characteristics and subsequent long-term opioid use.
- To compare these associations in two distinct cohorts (2011 and 2016) to assess temporal trends.
- To identify key predictors of progression to long-term opioid use.
Main Methods:
- Two national Veterans Administration (VA) cohorts from 2011 and 2016 were analyzed.
- Incident opioid users were identified, and methodologies were employed to determine the relationship between initial exposure (days' supply, dose, fills) and long-term use.
- Multivariable modeling was used to identify predictors of long-term opioid use.
Main Results:
- The percentage of incident opioid users progressing to long-term use decreased from 2011 to 2016.
- Cumulative days' supply of the initial opioid prescription was the strongest predictor of long-term opioid use.
- Patients receiving longer initial supplies (e.g., >30 days) had a substantially higher risk of long-term use compared to those receiving shorter supplies (e.g., ≤7 days).
Conclusions:
- A strong relationship persists between initial opioid exposure and the likelihood of long-term opioid use.
- The duration of the initial opioid supply is a critical factor in predicting long-term use.
- These findings support the development of targeted interventions, such as pharmacist-led medication management, to prevent inappropriate long-term opioid use.
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