Evidence map›Paper›PMID 31825504›Full record

Observational studyJAMA network open2019

Trends in Prescription Analgesic Use Among Adults With Musculoskeletal Conditions in the United States, 1999-2016.

Andrew Stokes, Kaitlyn M Berry, Katherine Hempstead, Dielle J Lundberg, Tuhina Neogi

Open access · goldAbstract readObservational Study
In one paragraph

Observational study in JAMA network open, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed, 1 pooled it
7.1field-weighted citation impact, top 3% 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

32 citing papers in PubMed, 1 synthesis or guideline pooled it, 56 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Trial
  4. Pain and Prose: Tracing the Opioid Epidemic in Stephen King's Novels.Nordisk alkohol- & narkotikatidskrift : NAT · 2026
    Article
  5. Osteoarthritis as a systemic disease.Nature reviews. Rheumatology · 2026
    Review
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  8. Cytological Classification Diagnosis for Thyroid Nodules via Multimodal Model Deep Learning.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Article
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  10. Review
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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 3 institutions in 1 country.

Andrew StokesDepartment of Global Health, Boston University School of Public Health, Boston, Massachusetts.
Kaitlyn M BerryDivision of Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis.
Katherine HempsteadRobert Wood Johnson Foundation, Princeton, New Jersey.
Dielle J LundbergDepartment of Global Health, Boston University School of Public Health, Boston, Massachusetts.
Tuhina NeogiDepartment of Medicine, Boston University School of Medicine, Boston, Massachusetts.
Boston University · USRobert Wood Johnson Foundation · USUniversity of Minnesota · US

Funding

Research and Evaluation Support Core Unit (RESCU Core)P30AR072571 · NIAMS · BOSTON UNIVERSITY MEDICAL CAMPUS · PI TUHINA NEOGI · 2019 to 2026
$6.9M
Minnesota Population Center Science and Technical CoreP2CHD041023 · NICHD · UNIVERSITY OF MINNESOTA · PI THERESA LOUISE OSYPUK · 2016 to 2026
$4.3M
Interdisciplinary Population Health Science Training: Linking Multilevel Forces Across TimeT32HD095134 · NICHD · UNIVERSITY OF MINNESOTA · PI THERESA LOUISE OSYPUK, John Robert Warren · 2019 to 2026
$2.5M
The Role of Urate in Knee Osteoarthritis-Related Inflammation, Pathology and PainK24AR070892 · NIAMS · BOSTON UNIVERSITY MEDICAL CAMPUS · PI TUHINA NEOGI · 2017 to 2026
$1.1M
NIAMS NIH HHS K24 AR070892NIAMS NIH HHS P30 AR072571NICHD NIH HHS P2C HD041023NICHD NIH HHS T32 HD095134
6 · The paper itself

Abstract

Importance: Monitoring trends in prescription analgesic use among adults with musculoskeletal conditions provides insight into how changing prescribing practices, guidelines, and policy measures may affect those who need pain management. Objective: To evaluate trends in prescription opioid use and nonopioid analgesic use among adults with functional limitations attributable to musculoskeletal conditions. Design, Setting, and Participants: This repeated cross-sectional study uses data from the National Health and Nutrition Examination Study from 1999 to 2016. Data were analyzed from January to July 2019. The participants were adults aged 30 to 79 years who reported functional limitations due to back or neck problems and/or arthritis or rheumatism. Main Outcomes and Measures: Any use of a prescription opioid or exclusive use of a prescription nonopioid analgesic. Results: In this population of 7256 adults with 1 or more functional limitations attributable to a musculoskeletal condition (4226 women [59.9%]; 3508 [74.4%] non-Hispanic white individuals; median [interquartile range] age, 63 [53-70] years), opioid use and exclusive nonopioid analgesic use exhibited approximately reciprocal patterns of change from 1999 to 2016. Opioid use increased significantly (difference in prevalence for 2015-2016 vs 1999-2000, 7.2%; 95% CI, 1.3% to 13%; P for trend = .002), and exclusive use of nonopioid analgesics decreased significantly (difference in prevalence for 2015-2016 vs 1999-2000, -13%; 95% CI, -19% to -7.5%; P for trend < .001) during this period. The increase in any opioid use was driven by long-term rather than short-term use. A crossover in the prevalence of opioid use and exclusive use of nonopioid analgesics occurred between 2003 and 2006, after which opioid use was more prevalent. Between 2013 and 2016, decreases in opioid use were observed among men (difference in prevalence for 2015-2016 vs 2013-2014, -11%; 95% CI, -21% to 1.8%) and participants with less than a high school education (difference, -15%; 95% CI, -24% to -6.1%). During this same period, exclusive nonopioid analgesic use also decreased markedly across the population (difference, -5.3%; 95% CI, -9.1% to -1.5%). Conclusions and Relevance: The substitution of opioids for nonopioid analgesics between 2003 and 2006 may have occurred as evidence emerged on the cardiovascular risks associated with nonopioid analgesics. Reductions in opioid use between 2013 and 2016 were most substantial among those with low socioeconomic status, who may encounter barriers in accessing alternatives. Despite those decreases, opioid use remained more prevalent in 2015 to 2016 than in 1999 to 2000, suggesting a potentially long tail for the opioid epidemic.

Indexed as

AdultAgedAnalgesicsAnalgesics, OpioidCross-Sectional StudiesDrug UtilizationFemaleHumansMaleMiddle AgedMusculoskeletal PainNutrition SurveysOpioid EpidemicPractice Patterns, Physicians'United StatesAnalgesicsAnalgesics, Opioid

Identifiers

PMID31825504
PMCPMC6991204
OpenAlexW2995047209

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.