Evidence map›Paper›PMID 38603533›Full record

ArticleThe American journal of managed care2024

Trends in low-value cancer care during the COVID-19 pandemic.

Ravi B Parikh, Yasin Civelek, Pelin Ozluk, David Debono, Michael J Fisch, Gosia Sylwestrzak, Justin E Bekelman, Aaron L Schwartz

Open access · greenAbstract read
In one paragraph

Article in The American journal of managed care, 2024. 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, top 91% 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

1 citing paper in PubMed, 0 citations in OpenAlex.

  1. Review
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

8 authors at 1 institution in 1 country.

Ravi B ParikhUniversity of Pennsylvania, 423 Guardian Dr, Blockley 1102, Philadelphia, PA 19104. Email: ravi.parikh@pennmedicine.upenn.edu.
Yasin Civelek
Pelin Ozluk
David Debono
Michael J Fisch
Gosia Sylwestrzak
Justin E Bekelman
Aaron L Schwartz
University of Pennsylvania · US

Funding

Human-Machine Collaborations to Improve Prognosis and Clinical Decision-Making in Advanced CancerK08CA263541 · NCI · UNIVERSITY OF PENNSYLVANIA · PI PARIKH, RAVI BHARAT · 2021 to 2025
$1.2M
Understanding Low-Value Veteran Care with Natural ExperimentsIK2HX003634 · VA · PHILADELPHIA VA MEDICAL CENTER · PI Aaron Lawrence Schwartz · 2024 to 2026
–
HSRD VA IK2 HX003634NCI NIH HHS K08 CA263541
6 · The paper itself

Abstract

objectiveTo assess the association between the onset of the COVID-19 pandemic and change in low-value cancer services. STUDY

designIn this retrospective cohort study, we used administrative claims from the HealthCore Integrated Research Environment, a repository of medical and pharmacy data from US health plans representing more than 80 million members, between January 1, 2016, and March 31, 2021.

methodsWe used linear probability models to investigate the relation between the onset of the COVID-19 pandemic and 4 guideline-based metrics of low-value cancer care: (1) conventional fractionation radiotherapy instead of hypofractionated radiotherapy for early-stage breast cancer; (2) non-guideline-based antiemetic use for minimal-, low-, or moderate- to high-risk chemotherapies; (3) off-pathway systemic therapy; and (4) aggressive end-of-life care. We identified patients with new diagnoses of breast, colorectal, and/or lung cancer. We excluded members who did not have at least 6 months of continuous insurance coverage and members with prevalent cancers.

resultsAmong 117,116 members (median [IQR] age, 60 [53-69] years; 72.4% women), 59,729 (51.0%) had breast cancer, 25,751 (22.0%) had colorectal cancer, and 31,862 (27.2%) had lung cancer. The payer mix was 18.7% Medicare Advantage or Medicare supplemental and 81.2% commercial non-Medicare. Rates of low-value cancer services exhibited minimal changes during the pandemic, as adjusted percentage-point differences were 3.93 (95% CI, 1.50-6.36) for conventional radiotherapy, 0.82 (95% CI, -0.62 to 2.25) for off-pathway systemic therapy, -3.62 (95% CI, -4.97 to -2.27) for non-guideline-based antiemetics, and 2.71 (95% CI, -0.59 to 6.02) for aggressive end-of-life care.

conclusionsLow-value cancer care remained prevalent throughout the pandemic. Policy makers should consider changes to payment and incentive design to turn the tide against low-value cancer care.

Indexed as

AntiemeticsBreast NeoplasmsCOVID-19Lung NeoplasmsMedicare Part CAgedFemaleHumansMaleMiddle AgedPandemicsRetrospective StudiesUnited StatesAntiemetics

Identifiers

PMID38603533
PMCPMC11293089
OpenAlexW4394695012

What OpenQuestion holds

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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.