ArticleAmerican journal of obstetrics and gynecology2016
Persistent opioid use following cesarean delivery: patterns and predictors among opioid-naïve women.
Article in American journal of obstetrics and gynecology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 8 registered trials, which are not on this map. Cited by 101 papers, 7 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Postpartum Opioid Prescribing Patterns and Patient Utilization
Comparison of TAP, Anterior QL, or ESP Block for Elective Cesarean Section
Decreased Neuraxial Morphine and Adjunctive Peripheral Nerve Blockade to Reduce Severity of Side Effects and Opioid Use After Cesarean Delivery
Transcutaneous Electrical Nerve Stimulation for Post-Cesarean Pain Control
Stopping Opioid Overuse in Obstetrics to Halt Exposure Trial
Comparing Quadratus Lumborum Type 1 Block to The Combination Of Intraperitoneal Instillation Of Local Anesthetics And Wound Infiltration For Postoperative Pain After Cesarean Delivery: A Prospective Double-Blind Randomized Controlled Study
Management of Postoperative Pain After Cesarean Delivery Using Bridge Auricular Percutaneous Nerve Field Stimulator
Suzetrigine Versus Placebo for Opioid-Free Recovery After Cesarean Delivery: A Randomized Controlled Trial
Who cites it
101 citing papers in PubMed, 7 syntheses or guidelines pooled it, 295 citations in OpenAlex.
- Investigating the safety and efficacy of nerve stimulation for management of groin pain after surgical herniorrhaphy: a systematic review and meta-analysis.Hernia : the journal of hernias and abdominal wall surgery · 2023Pooled it
- Persistent Postoperative Opioid Use: A Systematic Literature Search of Definitions and Population-based Cohort Study.Anesthesiology · 2020Pooled it
- Rate and Risk Factors Associated With Prolonged Opioid Use After Surgery: A Systematic Review and Meta-analysis.JAMA network open · 2020Pooled it
- Potential for Harm Associated with Discharge Opioids After Hospital Stay: A Systematic Review.Drugs · 2020Pooled it
- Chronic Postoperative Opioid Use: A Systematic Review.World journal of surgery · 2019Pooled it
- American Society for Enhanced Recovery and Perioperative Quality Initiative-4 Joint Consensus Statement on Persistent Postoperative Opioid Use: Definition, Incidence, Risk Factors, and Health Care System Initiatives.Anesthesia and analgesia · 2019Pooled it
- Guideline
- Evaluation of a mobile application to decrease opioid misuse in patients undergoing cesarean section: a randomized controlled trial.BMC pregnancy and childbirth · 2024Trial
- Surgical transversus abdominis plane block with liposomal bupivacaine at cesarean: a pilot randomized trial.American journal of obstetrics & gynecology MFM · 2024Trial
- The incidence of persistent postoperative opioid use among U.S. veterans: A national study to identify risk factors.Journal of clinical anesthesia · 2021Trial
- Lidocaine patches for postcesarean pain control in obese women: a pilot randomized controlled trial.American journal of obstetrics & gynecology MFM · 2021Trial
- Trends and Characteristics of Opioid Use During Pregnancy Between 2010 and 2023: A French Nationwide Drug Utilization Study.European journal of pain (London, England) · 2026Article
- Article
- Two Perioperative Ketorolac Dosing Regimens After Cesarean Delivery and Opioid Use: A Randomized Controlled Trial.O&G open · 2026Article
- Prospective evaluation of cerebrospinal fluid concentrations of β-Endorphin as a predictor of opioid use after scheduled cesarean delivery.BMC pregnancy and childbirth · 2025Article
- Opioid use patterns and persistent use after hemodialysis access surgery.Journal of vascular surgery · 2025Article
- The association between prenatal depression and persistent postpartum pharmaceutical opioid use in six US states.Pregnancy (Hoboken, N.J.) · 2025Article
- Opiophobia: Misinformation, Misconceptions, Misrepresentations, Perspectives, and Consequences.ACS pharmacology & translational science · 2025Review
- Trajectories of new opioid use after hip fracture surgery: a population-based cohort study.Pain reports · 2025Article
- The impact of different strategies for modeling associations between medications at low doses and health outcomes: a simulation study and practical application to postpartum opioid use.American journal of epidemiology · 2025Article
41 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundThe incidence of opioid-related death in women has increased 5-fold over the past decade. For many women, their initial opioid exposure will occur in the setting of routine medical care. Approximately 1 in 3 deliveries in the United States is by cesarean, and opioids are commonly prescribed for postsurgical pain management.
objectiveThe objective of this study was to determine the risk that opioid-naïve women prescribed opioids after cesarean delivery will subsequently become consistent prescription opioid users in the year following delivery and to identify predictors for this behavior. STUDY
designWe identified women in a database of commercial insurance beneficiaries who underwent cesarean delivery and who were opioid naïve in the year prior to delivery. To identify persistent users of opioids, we used trajectory models, which group together patients with similar patterns of medication filling during follow-up, based on patterns of opioid dispensing in the year following cesarean delivery. We then constructed a multivariable logistic regression model to identify independent risk factors for membership in the persistent user group.
resultsA total of 285 of 80,127 (0.36%, 95% confidence interval, 0.32-0.40), opioid-naïve women became persistent opioid users (identified using trajectory models based on monthly patterns of opioid dispensing) following cesarean delivery. Demographics and baseline comorbidity predicted such use with moderate discrimination (c statistic = 0.73). Significant predictors included a history of cocaine abuse (risk, 7.41%; adjusted odds ratio, 6.11, 95% confidence interval, 1.03-36.31) and other illicit substance abuse (2.36%; adjusted odds ratio, 2.78, 95% confidence interval, 1.12-6.91), tobacco use (1.45%; adjusted odds ratio, 3.04, 95% confidence interval, 2.03-4.55), back pain (0.69%; adjusted odds ratio, 1.74, 95% confidence interval, 1.33-2.29), migraines (0.91%; adjusted odds ratio, 2.14, 95% confidence interval, 1.58-2.90), antidepressant use (1.34%; adjusted odds ratio, 3.19, 95% confidence interval, 2.41-4.23), and benzodiazepine use (1.99%; adjusted odds ratio, 3.72, 95% confidence interval, 2.64-5.26) in the year prior to the cesarean delivery.
conclusionA very small proportion of opioid-naïve women (approximately 1 in 300) become persistent prescription opioid users following cesarean delivery. Preexisting psychiatric comorbidity, certain pain conditions, and substance use/abuse conditions identifiable at the time of initial opioid prescribing were predictors of persistent use.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.