SynthesisSystematic reviews2020
Leftover opioids following adult surgical procedures: a systematic review and meta-analysis.
Synthesis in Systematic reviews, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06522698 (Optimizing Research Data Acquisition With Smart Pill Bottles), which is not on this map. Cited by 32 papers, 1 of them a synthesis 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.
Optimizing Research Data Acquisition With Smart Pill Bottles: A Feasibility and Implementation Study
Who cites it
32 citing papers in PubMed, 1 synthesis or guideline pooled it, 58 citations in OpenAlex.
- Effect of surgical approach on the treatment of Morton's neuroma: a systematic review and meta-analysis.Journal of foot and ankle research · 2023Pooled it
- A qualitative analysis on the implementation of a nudge intervention to reduce post-surgical opioid prescribing.BMC health services research · 2025Trial
- Peer Comparison or Guideline-Based Feedback and Postsurgery Opioid Prescriptions: A Randomized Clinical Trial.JAMA health forum · 2024Trial
- Opioid Use and Pain Resolution for Acute Pain Among Opioid-Naive Patients.JAMA network open · 2026Article
- Perioperative Opioid Use and Risk of Persistent Use After Common Otolaryngologic Procedures.Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery · 2026Article
- Use of Zynrelef (bupivacaine and meloxicam) to eliminate the need for opioids in laparoscopic pre-peritoneal inguinal hernia repairs.Surgical endoscopy · 2026Article
- Development of prediction models for perioperative opioid needs in laparoscopic cholecystectomy patients: A machine-learning approach.Surgery open science · 2026Article
- Pre- and Postoperative Prescription of Opioids and Benzodiazepines in the US.Journal of the American College of Surgeons · 2026Article
- Quality indicators for opioid stewardship interventions in hospital inpatient and emergency departments: a systematic review.Pain reports · 2025Review
- Implementation of Medication Disposal Programs and Availability of Same-Day Naloxone at Community Pharmacies: Protocol for a Secret Shopper Caller Approach.JMIR research protocols · 2025Article
- Association of Opioid Disposal Practices with Parental Education and a Home Opioid Disposal Kit Following Pediatric Ambulatory Surgery.Anesthesia and analgesia · 2025Article
- Text Message Intervention to Facilitate Secure Storage and Disposal of Prescription Opioids to Prevent Diversion and Misuse: Protocol for a Randomized Controlled Trial.JMIR research protocols · 2025Article
- Persistence of Social Norms Feedback on Postsurgery Opioid Prescribing Behavior: Secondary Analysis of a Randomized Clinical Trial.JAMA health forum · 2025Article
- Medication disposal within reach: Assessing implementation of permanent disposal receptacles in community pharmacies.Drug and alcohol dependence · 2025Article
- Perceptions of disposal options for unused opioid analgesics among people who have been prescribed an opioid analgesic in North Carolina.The American journal of drug and alcohol abuse · 2024Article
- Nudging strategies to influence prescribers' behavior toward reducing opioid prescriptions: a systematic scoping review.The Journal of international medical research · 2024Article
- Perioperative opioid prescribing and iatrogenic opioid use disorder and overdose: a state-of-the-art narrative review.Regional anesthesia and pain medicine · 2024Review
- Development and Evaluation of Messages to Facilitate Secure Storage and Disposal of Prescribed Opioid Medication.Substance use & addiction journal · 2024Article
- Surgeons' views of peer comparison and guideline-based feedback on postsurgery opioid prescriptions: a qualitative investigation.BMJ open quality · 2024Article
- What evidence is needed to inform postoperative opioid consumption guidelines? A cohort study of the Michigan Surgical Quality Collaborative.Regional anesthesia and pain medicine · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundUS opioid prescribing and use escalated over the last two decades, with parallel increases in opioid misuse, opioid-related deaths, and concerns about diversion. Postoperatively prescribed opioids contribute to these problems. Policy makers have addressed this issue by limiting postoperative opioid prescribing. However, until recently, little data existed to guide prescribers on opioid needs postoperatively. This meta-analysis quantitatively integrated the growing literature regarding extent of opioids leftover after surgery and identified factors associated with leftover opioid proportions.
methodsWe conducted a meta-analysis of observational studies quantifying postoperative opioid consumption in North American adults, and evaluated effect size moderators using robust variance estimation meta-regression. Medline, EMBASE, Cumulative Index of Nursing and Allied Health Literature, and Cochrane Database of Systematic Reviews were searched for relevant articles published January 1, 2000 to November 10, 2018. The Methodological Index for Non-Randomized Studies (MINORS) tool assessed risk of study bias. The proportion effect size quantified the primary outcome: proportion of prescribed postoperative opioids leftover at the time of follow-up. Primary meta-regression analyses tested surgical type, amount of opioids prescribed, and study publication year as possible moderators. Secondary meta-regression models included surgical invasiveness, age, race, gender, postoperative day of data collection, and preoperative opioid use.
resultsWe screened 911 citations and included 44 studies (13,068 patients). The mean weighted effect size for proportion of postoperative opioid prescriptions leftover was 61% (95% CI, 56-67%). Meta-regression models revealed type of surgical procedure and level of invasiveness had a statistically significant effect on proportion of opioids leftover. Proportion of opioids leftover was greater for "other soft tissue" surgeries than abdominal/pelvic surgeries, but did not differ significantly between orthopedic and abdominal/pelvic surgeries. Minimally invasive compared to open surgeries resulted in a greater proportion of opioids leftover. Limitations include predominance of studies from academic settings, inconsistent reporting of confounders, and a possible publication bias toward studies reporting smaller leftover opioid proportions. CONCLUSIONS AND IMPLICATIONS OF KEY
findingsA significant proportion of opioids are leftover postoperatively. Surgery type and level of invasiveness affect postoperative opioid consumption. Integration of such factors into prescribing guidelines may help minimize opioid overprescribing while adequately meeting analgesic needs.
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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.