Evidence map›Paper›PMID 39694997›Full record

ArticleAnnals of surgical oncology2025

Association Between Delayed/Forgone Medical Care and Resource Utilization Among Women with Breast Cancer in the United States.

Kriyana P Reddy, Kathleen Jarrell, Cara Berkowitz, Sarah Hulse, Leisha C Elmore, Rebecca Fishman, Rachel A Greenup, Alina M Mateo, Jami D Rothman, Dahlia M Sataloff and 3 more

Abstract read
In one paragraph

Article in Annals of surgical oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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

13 authors.

Kriyana P ReddyDivision of Breast Surgery, Department of Surgery, Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA, USA.
Kathleen JarrellDivision of Breast Surgery, Department of Surgery, Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA, USA.
Cara BerkowitzDivision of Breast Surgery, Department of Surgery, Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA, USA.
Sarah HulseDivision of Breast Surgery, Department of Surgery, Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA, USA.
Leisha C ElmoreDivision of Breast Surgery, Department of Surgery, Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA, USA.
Rebecca FishmanDivision of Breast Surgery, Department of Surgery, Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA, USA.
Rachel A GreenupDepartment of Surgery, Yale University School of Medicine, New Haven, CT, USA.
Alina M MateoDivision of Breast Surgery, Department of Surgery, Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA, USA.
Jami D RothmanDivision of Breast Surgery, Department of Surgery, Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA, USA.
Dahlia M SataloffDivision of Breast Surgery, Department of Surgery, Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA, USA.
Julia C TchouDivision of Breast Surgery, Department of Surgery, Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA, USA.
S Yousuf ZafarDepartment of Medicine, Duke University School of Medicine, Durham, NC, USA.
Oluwadamilola M FayanjuDivision of Breast Surgery, Department of Surgery, Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA, USA. oluwadamilola.fayanju@pennmedicine.upenn.edu.ORCID http://orcid.org/0000-0002-0876-975X

Funding

UNIVERSITY OF PENNSYLVANIA CAN CTR SUPPORT GRANTP30CA016520 · NCI · UNIVERSITY OF PENNSYLVANIA · PI Robert H. Vonderheide · 1985 to 2026
$222.3M
Research ProgramP50CA244690 · NCI · UNIVERSITY OF PENNSYLVANIA · PI SHULMAN, LAWRENCE N. · 2020 to 2024
$4.9M
Effectiveness and implementation of a decision support tool to improve surgical decision making in young women with breast cancerR01CA256877 · NCI · WEILL MEDICAL COLL OF CORNELL UNIV · PI GREENUP, RACHEL ADAMS, ROSENBERG, SHOSHANA M · 2022 to 2025
$2.9M
Using Modifiable Risk Factors to Predict Inferior Care and Survival after Breast Cancer Diagnosis: A Novel Approach to Addressing Health DisparitiesK08CA241390 · NCI · UNIVERSITY OF PENNSYLVANIA · PI FAYANJU, OLUWADAMILOLA M. · 2019 to 2023
$1.1M
CLC NIH HHS 2P30CA016520CLC NIH HHS 5R01CA256877CLC NIH HHS 7K08CA241390CLC NIH HHS P50CA244690NCI NIH HHS K08 CA241390NCI NIH HHS P30 CA016520NCI NIH HHS P50 CA244690NCI NIH HHS R01 CA256877
6 · The paper itself

Abstract

backgroundAlthough high treatment costs of breast cancer care are well documented, the relationship between delayed/forgone (D/F) care and resource utilization among patients with breast cancer is unknown. This study sought to investigate the relationship between D/F care, resource use, and healthcare expenditures among patients with breast cancer.

methodsData on adult female patients with breast cancer were obtained from the Medical Expenditure Panel Survey to assess resource utilization and expenditures in the United States from 2007 to 2017. Weighted proportions of patients with ≥ 1 emergency department, ≥ 1 inpatient, ≥ 1 outpatient, and > 5 office-based encounters were compared between those experiencing D/F care versus those who did not using Rao-Scott adjusted chi-squared tests. Annual, per capita total, out-of-pocket, emergency department, inpatient, outpatient, office-based visit, and prescription medication expenditures were compared by using two-part econometric models.

resultsFive percent of patients with breast cancer experienced D/F care, and 42.9% of patients cited financial barriers as the primary reason for D/F care. In unweighted estimates, there were higher proportions of patients with ≥ 1 hospitalizations (37% vs. 16%, P < 0.001) among those experiencing D/F care versus those who did not. Patients with D/F care had $5372 (95% CI $35-$10,709, P = 0.04) higher per capita inpatient expenditures than patients without D/F care.

conclusionsDelayed/forgone care is associated with increased resource utilization and healthcare spending among breast cancer patients. Further work is needed to address the root causes of D/F breast cancer care, with a view to mitigating disparate outcomes and increasing costs.

Indexed as

Breast NeoplasmsHealth ExpendituresHealth ResourcesPatient Acceptance of Health CareTime-to-TreatmentAdultAgedFemaleFollow-Up StudiesHealth Care CostsHospitalizationHumansMiddle AgedPrognosisUnited States

Identifiers

PMID39694997
PMCPMC11882630

What OpenQuestion holds

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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.