Evidence map›Paper›PMID 38353954›Full record

ArticleJAMA network open2024

Unmet Social Needs and Breast Cancer Screening Utilization and Stage at Presentation.

Neha Goel, Maya Lubarsky, Alexandra E Hernandez, Kelley Benck, Emma Lee, Susan Kesmodel, Felicia Knaul, Erin Kobetz, Benjamin O Anderson

Abstract read
In one paragraph

Article in JAMA network open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Unmet social needs and diverticulitis: a phenotyping algorithm and cross-sectional analysis.Journal of the American Medical Informatics Association : JAMIA · 2025
    Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Review
  11. Social Genomic Determinants of Health: Understanding the Molecular Pathways by Which Neighborhood Disadvantage Affects Cancer Outcomes.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2024
    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

9 authors.

Neha GoelDepartment of Surgery, Division of Surgical Oncology, University of Miami, Miami, Florida.
Maya LubarskyUniversity of Miami Miller School of Medicine, Miami, Florida.
Alexandra E HernandezDepartment of Surgery, Division of Surgical Oncology, University of Miami, Miami, Florida.
Kelley BenckUniversity of Miami Miller School of Medicine, Miami, Florida.
Emma LeeUniversity of Miami Miller School of Medicine, Miami, Florida.
Susan KesmodelDepartment of Surgery, Division of Surgical Oncology, University of Miami, Miami, Florida.
Felicia KnaulUniversity of Miami Institute for Advanced Study of the Americas, Coral Gables, Florida.
Erin KobetzUniversity of Miami Sylvester Comprehensive Cancer Center, Miami, Florida.
Benjamin O AndersonDepartment of Surgery, University of Washington, Seattle.

Funding

UM Calabresi Clinical Oncology Research Career Development AwardK12CA226330 · NCI · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI Alan Pollack · 2018 to 2026
$5.1M
Research Training Program in Surgical OncologyT32CA211034 · NCI · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI MERCHANT, NIPUN B. · 2016 to 2025
$2.7M
NCI NIH HHS K12 CA226330NCI NIH HHS T32 CA211034World Health Organization 001
6 · The paper itself

Abstract

Importance: Unmet social needs in local populations may hinder the development of targeted cancer control interventions aimed at improving screening utilization and early-stage breast cancer diagnosis to ultimately improve breast cancer survival disparities. Objective: To evaluate if (1) city-funded screening mammography is associated with utilization of screening mammography, (2) unmet social needs are associated with utilization of screening mammography, and (3) unmet social needs are associated with later-stage disease at diagnosis. Design, Setting, and Participants: This cohort study included patients with stages I-IV invasive ductal or lobular carcinoma treated at an academic medical center (including both an underserved safety-net hospital [SNH] and a National Cancer Institute-designated academic cancer center [ACC]) from 2020 to 2023. Eligible patients were aged 18 years or older and able to consent. Data were analyzed between July 2023 and September 2023. Exposure: The Health Leads Social Needs Screening Toolkit, a screening tool that gathers information on the most common social need domains affecting patient health. Main Outcomes and Measures: Univariable and multivariable logistic regression was utilized to evaluate the following primary outcomes: (1) routine screening mammography and (2) American Joint Committee on Cancer 8th edition clinical stage at presentation. Results: Of the 322 women who completed the Health Leads Social Needs Screening Toolkit, 201 (62%) self-identified as Hispanic, 63 (19%) as non-Hispanic Black, and 63 (19%) as non-Hispanic White. Two hundred fifty-five (76%) patients with access to city-funded screening mammography completed a screening mammogram. Patients who presented to the SNH were more likely to present with late-stage disease compared with early-stage disease (15 of 48 [31%] vs 50 of 274 [18%]; P = .04). On multivariable logistic regression, not completing a screening mammography was associated with having an increasing number of unmet social needs (OR, 0.74; 95% CI, 0.55-0.99; P = .047) and an increasing age at diagnosis (OR, 0.92; 95% CI, 0.89-0.96; P < .001). Moreover, increasing unmet social needs was significantly associated with late-stage diagnosis above and beyond screening mammography (OR, 1.38; 95% CI, 1.01-1.89; P = .04). Conclusions and Relevance: In this cohort study, access to screening mammography did not translate to utilization of screening mammography, increasing unmet social needs were significantly associated with lower rates of screening mammography, and those with increasing unmet social needs were more likely to present with late-stage disease. This association transcended recruitment site (SNH vs ACC), indicating that patients in either hospital setting may benefit from unmet social needs screening to overcome access to care barriers associated with late-stage disease at diagnosis.

Indexed as

Breast NeoplasmsEarly Detection of CancerBreastCohort StudiesFemaleHumansMammography

Identifiers

PMID38353954
PMCPMC10867685

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.