Evidence map›Paper›PMID 33400426›Full record

ArticlePain physician2021

Patterns of Long-Term Prescription Opioid Use Among Older Adults in the United States: A Study of Medicare Administrative Claims Data.

Sujith Ramachandran, Monika Salkar, John P Bentley, Ike Eriator, Yi Yang

Open access · bronzeAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed
1.8field-weighted citation impact, top 13% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

23 citing papers in PubMed, 23 citations in OpenAlex.

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  10. Development of the barriers to opioid access scale among individuals with chronic pain.Exploratory research in clinical and social pharmacy · 2025
    Article
  11. Article
  12. 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 · 2025
    Article
  13. Article
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  15. Opioid tapering and mental health crisis in older adults.Pharmacoepidemiology and drug safety · 2024
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 2 institutions in 1 country.

Sujith RamachandranDepartment of Pharmacy Administration, University of Mississippi School of Pharmacy, University, MS.
Monika SalkarDepartment of Pharmacy Administration, University of Mississippi School of Pharmacy, University, MS.
John P BentleyDepartment of Pharmacy Administration, University of Mississippi School of Pharmacy, University, MS.
Ike EriatorDepartment of Anesthesiology, School of Medicine, University of Mississippi Medical Center, Jackson, MS.
Yi YangDepartment of Pharmacy Administration, University of Mississippi School of Pharmacy, University, MS.
University of Mississippi · USUniversity of Mississippi Medical Center · US

Funding

Safety and Effectiveness of Opioid Tapering among Older AdultsR15DA046036 · NIDA · UNIVERSITY OF MISSISSIPPI · PI YANG, YI · 2018 to 2022
$875k
NIDA NIH HHS R15 DA046036
6 · The paper itself

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

AgedAged, 80 and overAnalgesics, OpioidChronic PainFemaleHumansMaleMedicarePractice Patterns, Physicians'Retrospective StudiesUnited StatesAnalgesics, Opioidcancerchronic non-cancer paincohort studyLong-termMedicareolder adultsopioidstrends

Identifiers

PMID33400426
PMCPMC7789048
OpenAlexW3120749123

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.