Evidence map›Paper›PMID 41577213›Full record

ArticleThe journal of pain2026

Differences in the use of pharmacologic and nonpharmacologic treatments among patients with chronic low back pain between 2017 and 2021: A cross-sectional study of commercial claims.

Sebastian Spataro, Martin Cheatle, Salimah Meghani, Arya Nielsen, Jeffery A Dusek, David Mandell, Molly Candon

Abstract read
In one paragraph

Article in The journal of pain, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

7 authors.

Sebastian SpataroRice University, Houston, TX, United States; Population Aging Research Center, College of Arts and Sciences, University of Pennsylvania, Philadelphia, PA, United States.
Martin CheatleDepartment of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States; Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.
Salimah MeghaniDepartment of Biobehavioral Health Sciences, School of Nursing, University of Pennsylvania, Philadelphia, PA, United States.
Arya NielsenAlfred and Gail Engelberg Department of Family Medicine & Community Health, Icahn School of Medicine at Mount Sinai, New York, NY, United States.
Jeffery A DusekSusan Samueli Integrative Health Institute and The Department of Medicine, University of California Irvine, Irvine, CA, United States.
David MandellDepartment of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.
Molly CandonDepartment of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States; Department of Health Care Management, The Wharton School, University of Pennsylvania, Philadelphia, PA, United States. Electronic address: candon@upenn.edu.

Funding

Insurance Coverage for AcupunctureK01AT011776 · NCCIH · UNIVERSITY OF PENNSYLVANIA · PI CANDON, MOLLY · 2022 to 2025
$636k
NCCIH NIH HHS K01 AT011776
6 · The paper itself

Abstract

Differences in pain care utilization for chronic low back pain (cLBP) across groups are well-documented, but studies have largely focused on pharmacologic treatments and the role of demographic characteristics. Differences in the use of nonpharmacologic treatments are less clear, as is the extent to which socioeconomic characteristics predict use of cLBP care. Using insurance claims from Optum's de-identified Clinformatics® Data Mart Database, this study investigated the receipt of pharmacologic treatments, including opioids and muscle relaxants, and nonpharmacologic treatments, including physical therapy and acupuncture, disaggregating by race/ethnicity, sex, age, income, and educational attainment. The sample included 1,770,498 patients diagnosed with cLBP between 2017 and 2021. Higher incomes and more educational attainment were generally associated with an increased likelihood of using nonpharmacologic treatments and fewer prescription fills. Adjusted analyses indicated that sex and age were key predictors of cLBP care; race/ethnicity findings were less consistent. These results indicate that demographic and socioeconomic groups face differential barriers in access to pharmacologic and nonpharmacologic treatments, suggesting potential disparities in cLBP care. PERSPECTIVE: This study documents differences in chronic low back pain (cLBP) care, finding that higher incomes and educational attainment are associated with less use of pharmacologic treatments like opioids and greater use of nonpharmacologic treatments such as physical therapy. Race/ethnicity, sex, and age also predict cLBP care.

Indexed as

Acupuncture TherapyAnalgesics, OpioidChronic PainHealthcare DisparitiesLow Back PainPhysical Therapy ModalitiesAdultAgedCross-Sectional StudiesFemaleHumansMaleMiddle AgedUnited StatesYoung AdultAnalgesics, OpioidChronic painDisparitiesLow back painNonpharmacologic treatmentsPain care

Identifiers

PMID41577213
PMCPMC12912058

What Socratic 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 Socratic graph.