Evidence map›Paper›PMID 39525276›Full record

ArticleHealth affairs scholar2024

Increased spending on low-value care during the COVID-19 pandemic in Virginia.

Michelle S Rockwell, Sitaram Vangala, Jillian Rider, Beth Bortz, Kyle Russell, Marcos Dachary, Lauryn Walker, A Mark Fendrick, John N Mafi

Erratum issuedAbstract read
In one paragraph

Article in Health affairs scholar, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. 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

5 · Who and what money

Authors and funding

9 authors.

Michelle S RockwellDepartment of Family and Community Medicine, Virginia Tech Carilion School of Medicine, Roanoke, VA 24016, United States.ORCID https://orcid.org/0000-0001-7910-6083
Sitaram VangalaThe Department of Medicine Statistics Core, David Geffen School of Medicine at UCLA, Los Angeles, CA 90024, United States.
Jillian RiderVirginia Health Information, Richmond, VA 23219, United States.ORCID https://orcid.org/0009-0002-1283-3504
Beth BortzVirginia Center for Health Innovation, Henrico, VA 23233, United States.ORCID https://orcid.org/0000-0002-4875-3904
Kyle RussellVirginia Health Information, Richmond, VA 23219, United States.ORCID https://orcid.org/0000-0002-0571-5975
Marcos DacharyMilliman MedInsight, Seattle, WA 98101, United States.ORCID https://orcid.org/0009-0000-8564-1920
Lauryn WalkerVirginia Center for Health Innovation, Henrico, VA 23233, United States.ORCID https://orcid.org/0009-0002-4778-0190
A Mark FendrickCenter for Value-Based Insurance Design, University of Michigan School of Medicine and School of Public Health, Ann Arbor, MI 48109, United States.ORCID https://orcid.org/0000-0002-7734-6742
John N MafiDivision of General Internal Medicine and Health Services Research, David Geffen School of Medicine at UCLA, Los Angeles, CA 90024, United States.ORCID https://orcid.org/0000-0002-0322-7636

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Characterizing the value and equity of care delivered during the COVID-19 pandemic is crucial to uncovering health system vulnerabilities and informing postpandemic recovery. We used insurance claims to evaluate low-value (no clinical benefit, potentially harmful) and clinically indicated utilization of a subset of 11 ambulatory services within a cohort of ∼2 million Virginia adults during the first 2 years of the pandemic (March 1, 2020-December 31, 2021). In 2020, low-value and clinically indicated utilization decreased similarly, while in 2021, low-value and clinically indicated utilization were 7% higher and 4% lower, respectively, than prepandemic rates. Extrapolated to Virginia's population of insured adults, ∼$1.3 billion in spending was associated with low-value utilization of the 11 services during the study period, with 2021 spending rates 6% higher than prepandemic rates. During March 1, 2020-December 31, 2021, low-value and clinically indicated utilization were 15% and 16% lower, respectively, than pre-pandemic rates among patients with the greatest socioeconomic deprivation but similar to prepandemic rates among patients with the least socioeconomic deprivation. These results highlight widening healthcare disparities and underscore the need for policy-level efforts to address the complex drivers of low-value care and equitably redistribute expenditures to services that enhance health.

Indexed as

area deprivation indexhealth care costshealth equityhigh-value carelow-value caresocioeconomic disadvantage

Identifiers

PMID39525276
PMCPMC11549685

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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.