ArticlePain physician2021
Patterns of Long-Term Prescription Opioid Use Among Older Adults in the United States: A Study of Medicare Administrative Claims Data.
Article in Pain physician, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 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
23 citing papers in PubMed, 23 citations in OpenAlex.
- Responsible AI for safer opioid risk management in older adults.npj health systems · 2026Article
- Real-world treatment durability and pain management in older adults with metastatic castration-resistant prostate cancer.Journal of geriatric oncology · 2026Article
- Comparison of Opioid Utilization in Older Adults with Rheumatoid Arthritis before and after Initiating Biological or Targeted Synthetic Disease-Modifying Antirheumatic Drugs.Drugs - real world outcomes · 2026Article
- Out-of-Pocket Healthcare Expenditures Associated with Prescription Opioid Use in Older Adults with Non-cancer Chronic Pain.Drugs & aging · 2026Article
- Article
- Heterogeneous Trajectories in Post-Disaster Drug Use Across Different Race/Ethnicity and Income Strata: Focus on Natural Hazards During COVID-19.Journal of racial and ethnic health disparities · 2025Article
- The association of opioid prescribing continuity and the risk of opioid use disorder among older adults.Drug and alcohol dependence · 2025Article
- Opioid Tapering and Opioid Overdose, Opioid Use Disorder, and Mortality Among Older Adults: A Nested Case-Control Study.Journal of general internal medicine · 2025Article
- Prescription Opioid Use in Older Adults: Trends and Changes in New and Long-Term Use in the United States, 2013-2020.Drugs & aging · 2025Article
- Development of the barriers to opioid access scale among individuals with chronic pain.Exploratory research in clinical and social pharmacy · 2025Article
- Unrelieved pain and risk of opioid use disorder or overdose in older adults prescribed opioids.Pain · 2025Article
- Patterns of initial treatment and subsequent care escalation among medicare beneficiaries with neck pain: a retrospective cohort study.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2025Article
- Multi-targeted inhibition of NF-κB signaling underlies the anti-osteoarthritic effects of BGJXF and its key component dehydrocorydaline.Frontiers in medicine · 2025Article
- Incidence of Opioid Dose Tapering Among Older Adults Enrolled in Medicare.Innovation in aging · 2025Article
- Opioid tapering and mental health crisis in older adults.Pharmacoepidemiology and drug safety · 2024Article
- Article
- Long-term Health Outcomes of New Persistent Opioid Use After Surgery Among Medicare Beneficiaries.Annals of surgery · 2023Article
- Continuity of opioid prescribing among older adults on long-term opioids.The American journal of managed care · 2023Article
- Pain, Opioid Analgesics, and Cognition: A Conceptual Framework in Older Adults.Pain medicine (Malden, Mass.) · 2023Article
- Development of a potential opioid misuse measure from administrative dispensing data and contrasting opioid misuse among individuals on long-term tramadol, long-term short-acting hydrocodone or long-term short-acting oxycodone therapy in Arkansas.Current medical research and opinion · 2022Article
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundLong-term opioid therapy was prescribed with increasing frequency over the past decade. However, factors surrounding long-term use of opioids in older adults remains poorly understood, probably because older people are not at the center stage of the national opioid crisis.
objectivesTo estimate the annual utilization and trends in long-term opioid use among older adults in the United States. STUDY
designRetrospective cohort study.
settingData from Medicare-enrolled older adults.
methodsThis study utilized a nationally representative sample of Medicare administrative claims data from the years 2012 to 2016 containing records of health care services for more than 2.3 million Medicare beneficiaries each year. Medicare beneficiaries who were 65 years of age or older and who were enrolled in Medicare Parts A, B, and D, but not Part C, for at least 10 months in a year were included in the study. We measured annual utilization and trends in new long-term opioid use episodes over 4 years (2013-2016). We examined claims records for the demographic characteristics of the eligible individuals and for the presence of chronic non-cancer pain (CNCP), cancer, and other comorbidities.
resultsFrom 2013 to 2016, administrative claims of approximately 2.3 million elderly Medicare beneficiaries were analyzed in each year with a majority of them being women (~56%) and white (~82%) with a mean age of approximately 75 years. The proportion of all eligible beneficiaries with at least one new opioid prescription increased from 6.64% in 2013, peaked at 10.32% in 2015, and then decreased to 8.14% in 2016. The proportion of individuals with long-term opioid use among those with a new opioid prescription was 12.40% in 2013 and 10.20% in 2016. Among new long-term opioid users, the proportion of beneficiaries with a cancer diagnosis during the study years increased from 13.30% in 2013 to 15.67% in 2016, and the proportion with CNCP decreased from 30.25% in 2013 to 27.36% in 2016. Across all years, long-term opioid use was consistently high in the Southern states followed by the Midwest region. LIMITATIONS: This study used Medicare fee-for-service administrative claims data to capture prescription fill patterns, which do not allow for the capture of individuals enrolled in Medicare Advantage plans, cash prescriptions, or for the evaluation of appropriateness of prescribing, or the actual use of medication. This study only examined long-term use episodes among patients who were defined as opioid-naive. Finally, estimates captured for 2016 could only utilize data from 9 months of the year to capture 90-day long-term-use episodes.
conclusionsUsing a national sample of elderly Medicare beneficiaries, we observed that from 2013 to 2016 the use of new prescription opioids increased from 2013 to 2014 and peaked in 2015. The use of new long-term prescription opioids peaked in 2014 and started to decrease from 2015 and 2016. Future research needs to evaluate the impact of the changes in new and long-term prescription opioid use on population health outcomes.
Indexed as
Identifiers
33400426PMC7789048W3120749123What 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.