ArticleJAMA surgery2017
Incidence and Predictors of Opioid Prescription at Discharge After Traumatic Injury.
Article in JAMA surgery, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers.
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Who cites it
41 citing papers in PubMed, 122 citations in OpenAlex.
- Multi-Modal Analgesic Strategy for Trauma: A Pragmatic Randomized Clinical Trial.Journal of the American College of Surgeons · 2021Trial
- Association Between State Opioid Prescribing Policies and the COVID-19 Pandemic and Hospital and Emergency Department Discharge Opioid Prescription in Injured Patients.Trauma surgery & acute care open · 2026Article
- Changes in the monitoring and management of hypertension during the COVID-19 pandemic.BMC public health · 2025Article
- Review
- Challenges in pain management and opioid prescribing practices following traumatic injury: a focus group study with orthopedic surgeons and general practitioners.Scandinavian journal of primary health care · 2025Article
- Effects of biopsychosocial complexity and pain-related factors on opioid prescription in patients with chronic musculoskeletal pain.Pain reports · 2025Article
- Post-operative opioid utilization after surgery for spinal trauma: a retrospective study at a level 1 trauma center.Journal of spine surgery (Hong Kong) · 2025Article
- Article
- Opioid Prescribing Disparity in Traumatically Injured Patients.Journal of the American College of Surgeons · 2025Article
- Post-injury use of opioid analgesics in patients with traumatic injury: A registry-based study.European journal of pain (London, England) · 2025Article
- Optimizing acute pain management in trauma care: the role, structure and core principles of acute trauma pain services.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2025Review
- Determination of the effective dose of oliceridine combined with propofol using the modified Dixon's up-and-down method in painless gastroscopy.Frontiers in pharmacology · 2025Article
- Trends in the use of opioid and non-opioid analgesics after TBI with and without polytrauma.Trauma surgery & acute care open · 2025Article
- Enhanced Recovery Protocol Decreases Postoperative Opioid Use after Penile Inversion Vaginoplasty.Plastic and reconstructive surgery. Global open · 2024Article
- Opioid Risk Tool, in-hospital opioid exposure, and opioid demand predict pain outcomes following traumatic injury.Journal of health psychology · 2024Article
- Article
- Opioid use following cardio-thoracic intensive care: risk factors and outcomes: a cohort study.Scientific reports · 2024Article
- Application of machine learning to identify risk factors for outpatient opioid prescriptions following spine surgery.BioMedicine · 2024Article
- Discharge Opioid Prescription and Consumption Following Surgery: The POPCORN Observational Study.The Canadian journal of hospital pharmacy · 2024Article
- Review
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Authors and funding
10 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
importanceIn the current health care environment with increased scrutiny and growing concern regarding opioid use and abuse, there has been a push toward greater regulation over prescriptions of opioids. Trauma patients represent a population that may be affected by this regulation, as the incidence of pain at hospital discharge is greater than 95%, and opioids are considered the first line of treatment for pain management. However, the use of opioid prescriptions in trauma patients at hospital discharge has not been explored.
objectiveTo study the incidence and predictors of opioid prescription in trauma patients at discharge in a large national cohort. DESIGN, SETTING, AND
participantsAnalysis of adult (18-64 years), opioid-naive trauma patients who were beneficiaries of Military Health Insurance (military personnel and their dependents) treated at both military health care facilities and civilian trauma centers and hospitals between January 1, 2006, and December 31, 2013, was conducted. Patients with burns, foreign body injury, toxic effects, or late complications of trauma were excluded. Prior diagnosis of trauma within 1 year and in-hospital death were also grounds for exclusion. Injury mechanism and severity, comorbid conditions, mental health disorders, and demographic factors were considered covariates. The Drug Enforcement Administration's list of scheduled narcotics was used to query opioid use. Unadjusted and adjusted logistic regression models were used to determine the predictors of opioid prescription. Data analysis was performed from June 7 to August 21, 2016. EXPOSURES: Injury mechanism and severity, comorbid conditions, mental health disorders, and demographic factors. MAIN OUTCOMES AND MEASURES: Prescription of opioid analgesics at discharge.
resultsAmong the 33 762 patients included in the study (26 997 [80.0%] men; mean [SD] age, 32.9 [13.3] years), 18 338 (54.3%) received an opioid prescription at discharge. In risk-adjusted models, older age (45-64 vs 18-24 years: odds ratio [OR], 1.28; 95% CI, 1.13-1.44), marriage (OR, 1.26; 95% CI, 1.20-1.34), and higher Injury Severity Score (≥9 vs <9: OR, 1.40; 95% CI, 1.32-1.48) were associated with a higher likelihood of opioid prescription at discharge. Male sex (OR, 0.76; 95% CI, 0.69-0.83) and anxiety (OR, 0.82; 95% CI, 0.73-0.93) were associated with a decreased likelihood of opioid prescription at discharge. CONCLUSIONS AND RELEVANCE: The incidence of opioid prescription at discharge (54.3%) closely matches the incidence of moderate to severe pain in trauma patients, indicating appropriate prescribing practices. We advocate that injury severity and level of pain-not arbitrary regulations-should inform the decision to prescribe opioids.
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