Evidence map›Paper›PMID 36976753›Full record

ArticleCancer prevention research (Philadelphia, Pa.)2023

Reallocating Cervical Cancer Preventive Service Spending from Low- to High-Value Clinical Scenarios.

Michelle S Rockwell, Shannon D Armbruster, Jillian C Capucao, Kyle B Russell, John A Rockwell, Karen E Perkins, Alison N Huffstetler, John N Mafi, A Mark Fendrick

Open access · hybridAbstract read
In one paragraph

Article in Cancer prevention research (Philadelphia, Pa.), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
3.1field-weighted citation impact, top 9% 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

4 citing papers in PubMed, 7 citations in OpenAlex.

  1. Article
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors at 6 institutions in 1 country.

Michelle S RockwellDepartment of Family and Community Medicine, Virginia Tech Carilion School of Medicine, Roanoke, Virginia.ORCID 0000-0001-7910-6083
Shannon D ArmbrusterDepartment of Obstetrics and Gynecology, Virginia Tech Carilion School of Medicine, Roanoke, Virginia.ORCID 0000-0003-4884-6737
Jillian C CapucaoVirginia Health Information, Richmond, Virginia.ORCID 0009-0002-1283-3504
Kyle B RussellVirginia Health Information, Richmond, Virginia.ORCID 0000-0002-0571-5975
John A RockwellDepartment of Medicine, Carilion Clinic.ORCID 0009-0006-3264-3520
Karen E PerkinsDepartment of Family and Community Medicine, Virginia Tech Carilion School of Medicine, Roanoke, Virginia.ORCID 0000-0002-7649-759X
Alison N HuffstetlerThe Robert Graham Center, Washington, District of Columbia.ORCID 0000-0003-1445-9915
John N MafiDivision of Internal Medicine and Health Services Research, David Geffen School of Medicine, UCLA, Los Angeles, California.ORCID 0000-0002-0322-7636
A Mark FendrickCenter for Value-Based Insurance Design, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0002-7734-6742
Carilion Clinic · USCarilion Roanoke Community Hospital · USVirginia Department of Health · USUCLA Health · USUniversity of Michigan · USVirginia Commonwealth University · US

Funding

The integrated Translational Health Research Institute of Virginia (iTHRIV): Using Data to Improve HealthUL1TR003015 · NCATS · UNIVERSITY OF VIRGINIA · PI BROWN, DONALD E, JOHNSTON, KAREN C. · 2019 to 2023
$20.3M
Institutional Career Development CoreKL2TR003016 · NCATS · UNIVERSITY OF VIRGINIA · PI PAPIN, JASON, WORRALL, BRADFORD B · 2019 to 2023
$3.9M
Leveraging Electronic Health Records to Measure and Reduce Harmful, Low-Value Care Among Older AdultsK76AG064392 · NIA · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI MAFI, JOHN · 2020 to 2024
$1.2M
NCATS NIH HHS KL2 TR003016NCATS NIH HHS UL1 TR003015NIA NIH HHS K76 AG064392
6 · The paper itself

Abstract

Timely follow-up care after an abnormal cervical cancer screening test result is critical to the prevention and early diagnosis of cervical cancer. The current inadequate and inequitable delivery of these potentially life-saving services is attributed to several factors, including patient out-of-pocket costs. Waiving of consumer cost-sharing for follow-up testing (e.g., colposcopy and related cervical services) is likely to improve access and uptake, especially among underserved populations. One approach to defray the incremental costs of providing more generous coverage for follow-up testing is reducing expenditures on "low-value" cervical cancer screening services. To explore the potential fiscal implications of a policy that redirects cervical cancer screening resources from potentially low- to high-value clinical scenarios, we analyzed 2019 claims from the Virginia All-Payer Claims Database to quantify (i) total spending on low-value cervical cancer screening and (ii) out-of-pocket costs associated with colposcopy and related cervical services among commercially insured Virginians. In a cohort of 1,806,921 female patients (ages 48.1 ± 24.8 years), 295,193 claims for cervical cancer screening were reported, 100,567 (34.0%) of which were determined to be low-value ($4,394,361 total; $4,172,777 for payers and $221,584 out-of-pocket [$2/patient]). Claims for 52,369 colposcopy and related cervical services were reported ($40,994,016 total; $33,457,518 for payers and $7,536,498 out-of-pocket [$144/patient]). These findings suggest that reallocating savings incurred from unnecessary spending to fund more generous coverage of necessary follow-up care is a feasible approach to enhancing cervical cancer prevention equity and outcomes. PREVENTION RELEVANCE: Out-of-pocket fees are a barrier to follow-up care after an abnormal cervical cancer screening test. Among commercially insured Virginians, out-of-pocket costs for follow-up services averaged $144/patient; 34% of cervical cancer screenings were classified as low value. Reallocating low-value cervical cancer screening expenditures to enhance coverage for follow-up care can improve screening outcomes. See related Spotlight, p. 363.

Indexed as

Uterine Cervical NeoplasmsEarly Detection of CancerFemaleHealth ExpendituresHumans

Identifiers

PMID36976753
PMCPMC10320459
OpenAlexW4361191243

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.