ArticleMedical care2018
Geographic Variation in the Initiation of Commonly Used Opioids and Dosage Strength in United States Nursing Homes.
Article in Medical care, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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.
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Who cites it
7 citing papers in PubMed, 17 citations in OpenAlex.
- Geographic Variation of Gabapentinoids and Opioids in US Nursing Homes.Journal of the American Medical Directors Association · 2026Article
- Comparison of opioid use among long-term care residents in Ontario and Alberta, Canada: A multi-jurisdictional, repeated cross-sectional study.Canadian journal of pain = Revue canadienne de la douleur · 2025Article
- Nursing Home Characteristics Associated with High and Low Levels of Antipsychotic, Benzodiazepine, and Opioid Prescribing to Residents with Alzheimer's Disease and Related Dementias: A Cross-Sectional Analysis.Journal of the American Medical Directors Association · 2022Article
- Geographic Variation in the Use of Gabapentinoids and Opioids for Pain in a Commercially Insured Adult Population in the United States.Journal of pain research · 2022Article
- State Variation in Chronic Opioid Use in Long-Term Care Nursing Home Residents.Journal of the American Medical Directors Association · 2021Article
- Geographic Variation in Anticoagulant Use and Resident, Nursing Home, and County Characteristics Associated With Treatment Among US Nursing Home Residents.Journal of the American Medical Directors Association · 2021Article
- Commonly Initiated Opioids and Risk of Fracture Hospitalizations in United States Nursing Homes.Drugs & aging · 2018Article
Corrections and comments
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Authors and funding
8 authors at 2 institutions in 1 country.
Funding
Abstract
objectivesTo examine and quantify geographic variation in the initiation of commonly used opioids and prescribed dosage strength among older US nursing home residents.
methodsWe merged 2011 Minimum Data Set 3.0 to Medicare claims and facility characteristics data to conduct a cross-sectional study among long-stay nursing home residents who initiated short-acting opioids commonly used in nursing homes (oxycodone, hydrocodone, or tramadol). We examined geographic variation in specific opioids initiated and potentially inappropriate doses (≥50 mg oral morphine equivalent/d) across hospital referral regions (HRRs). Multilevel logistic models quantified the proportional change in between-HRR variation and associations between commonly initiated opioids and inappropriate doses after adjusting for resident characteristics, facility characteristics, and state.
resultsOxycodone (9.4%) was initiated less frequently than hydrocodone (56.2%) or tramadol (34.5%) but varied dramatically between HRRs (range, 0%-74.5%). In total, resident/facility characteristics and state of residence, respectively explained 84.1%, 58.2%, 59.1%, and 46.6% of the between-HRR variation for initiating oxycodone, hydrocodone, tramadol, and inappropriate doses. In all cases, state explained the largest proportion of between-HRR variation. Relative to hydrocodone, residents initiating oxycodone were more likely (adjusted odds ratio, 5.00; 95% confidence interval, 4.57-5.47) and those initiating tramadol were less likely (adjusted odds ratio, 0.28; 95% confidence interval, 0.25-0.31) to be prescribed potentially inappropriately high doses.
conclusionsWe documented extensive geographic variation in the opioid and dose initiated for nursing home residents, with state explaining the largest proportion of the observed variation. Further work is needed to understand potential drivers of opioid prescribing patterns at the state level.
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