Evidence map›Paper›PMID 36342717›Full record

ArticleJAMA network open2022

Trends in the Use of Opioids vs Nonpharmacologic Treatments in Adults With Pain, 2011-2019.

Kevin T Pritchard, Jacques Baillargeon, Wei-Chen Lee, Mukaila A Raji, Yong-Fang Kuo

Abstract read
In one paragraph

Article in JAMA network open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers.

0numbers the graph read from it
0cells of the map it votes in
37citing papers in PubMed
–field-weighted citation impact
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

37 citing papers in PubMed.

  1. Trial
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  7. Stimulating discussion: neuromodulation for migraine in pregnancy.Current opinion in obstetrics & gynecology · 2026
    Article
  8. Article
  9. Review
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  11. Article
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  17. The effects of a provincial opioid prescribing standard on prescribing for pain in adults: an interrupted time-series analysis.CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne · 2025
    Article
  18. Gabapentinoid Dispensing to Children and Adolescents in the U.S.American journal of preventive medicine · 2025
    Article
  19. Article
  20. Pathophysiology and management of burn injury-induced pain.Burns open : an international open access journal for burn injuries · 2025
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Kevin T PritchardDepartment of Nutrition, Metabolism, and Rehabilitation Sciences, School of Public and Population Health, University of Texas Medical Branch, Galveston.
Jacques BaillargeonDepartment of Epidemiology, School of Public and Population Health, University of Texas Medical Branch, Galveston.
Wei-Chen LeeDepartment of Internal Medicine, University of Texas Medical Branch, Galveston.
Mukaila A RajiDepartment of Internal Medicine, University of Texas Medical Branch, Galveston.
Yong-Fang KuoDepartment of Biostatistics and Data Science, School of Public and Population Health, University of Texas Medical Branch, Galveston.

Funding

UTMB OAIC Research Education Component (REC)P30AG024832 · NIA · UNIVERSITY OF TEXAS MEDICAL BR GALVESTON · PI JAMES S. GOODWIN, MD, MELISSA M. MORROW · 2005 to 2026
$26.7M
Pattern, Variation and Outcomes of Opioid Prescription in Older AdultsR01DA039192 · NIDA · UNIVERSITY OF TEXAS MED BR GALVESTON · PI KUO, YONG-FANG, RAJI, MUKAILA A · 2016 to 2023
$3.1M
UTMB Health Services Research Training ProgramT32HS026133 · AHRQ · UNIVERSITY OF TEXAS MED BR GALVESTON · PI KUO, YONG-FANG · 2018 to 2023
$699k
Determinants and effectiveness of non-pharmacologic pain interventions versus prescription opioidsF31AT011856 · NCCIH · UNIVERSITY OF TEXAS MED BR GALVESTON · PI PRITCHARD, KEVIN THOMAS · 2022 to 2023
$50k
AHRQ HHS T32 HS026133NCCIH NIH HHS F31 AT011856NIA NIH HHS P30 AG024832NIDA NIH HHS R01 DA039192
6 · The paper itself

Abstract

Importance: Chronic pain prevalence among US adults increased between 2010 and 2019. Yet little is known about trends in the use of prescription opioids and nonpharmacologic alternatives in treating pain. Objectives: To compare annual trends in the use of prescription opioids, nonpharmacologic alternatives, both treatments, and neither treatment; compare estimates for the annual use of acupuncture, chiropractic care, massage therapy, occupational therapy, and physical therapy; and estimate the association between calendar year and pain treatment based on the severity of pain interference. Design, Setting, and Participants: A serial cross-sectional analysis was conducted using the nationally representative Medical Expenditure Panel Survey to estimate the use of outpatient services by cancer-free adults with chronic or surgical pain between calendar years 2011 and 2019. Data analysis was performed from December 29, 2021, to August 5, 2022. Exposures: Calendar year (2011-2019) was the primary exposure. Main Outcomes and Measures: The association between calendar year and mutually exclusive pain treatments (opioid vs nonpharmacologic vs both vs neither treatment) was examined. A secondary outcome was the prevalence of nonpharmacologic treatments (acupuncture, chiropractic care, massage therapy, occupational therapy, and physical therapy). All analyses were stratified by pain type. Results: Among the unweighted 46 420 respondents, 9643 (20.4% weighted) received surgery and 36 777 (79.6% weighted) did not. Weighted percentages indicated that 41.7% of the respondents were aged 45 to 64 years and 55.0% were women. There were significant trends in the use of pain treatments after adjusting for demographic factors, socioeconomic status, health conditions, and pain severity. For example, exclusive use of nonpharmacologic treatments increased in 2019 for both cohorts (chronic pain: adjusted odds ratio [aOR], 2.72; 95% CI, 2.30-3.21; surgical pain: aOR, 1.53; 95% CI, 1.13-2.08) compared with 2011. The use of neither treatment decreased in 2019 for both cohorts (chronic pain: aOR, 0.43; 95% CI, 0.37-0.49; surgical pain: aOR, 0.59; 95% CI, 0.46-0.75) compared with 2011. Among nonpharmacologic treatments, chiropractors and physical therapists were the most common licensed healthcare professionals. Conclusions and Relevance: Among cancer-free adults with pain, the annual prevalence of nonpharmacologic pain treatments increased and the prevalent use of neither opioids nor nonpharmacologic therapy decreased for both chronic and surgical pain cohorts. These findings suggest that, although access to outpatient nonpharmacologic treatments is increasing, more severe pain interference may inhibit this access.

Indexed as

Analgesics, OpioidChronic PainAdultCross-Sectional StudiesFemaleHumansMalePain ManagementPhysical Therapy ModalitiesAnalgesics, Opioid

Identifiers

PMID36342717
PMCPMC9641539

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Registered trials

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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.