Evidence map›Paper›PMID 40354601›Full record

ArticleJCO oncology practice2026

Rural Oncologists' Perceptions of Specialty Scarcity and Repercussions for Care Delivery: A Qualitative Study.

Erika L Moen, Christopher Tirrell, Gabriel A Brooks, A James O'Malley, Tracy Onega, Karen E Schifferdecker

Abstract read
In one paragraph

Article in JCO oncology practice, 2026. 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
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

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

6 authors.

Erika L MoenDepartment of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Lebanon, NH.ORCID 0000-0002-9800-8742
Christopher TirrellThe Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine at Dartmouth, Lebanon, NH.
Gabriel A BrooksThe Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine at Dartmouth, Lebanon, NH.ORCID 0000-0003-3984-9995
A James O'MalleyDepartment of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Lebanon, NH.ORCID 0000-0001-8389-6217
Tracy OnegaDepartment of Population Health Sciences and Huntsman Cancer Institute, University of Utah, Salt Lake City, UT.ORCID 0000-0002-1633-3040
Karen E SchifferdeckerThe Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine at Dartmouth, Lebanon, NH.ORCID 0000-0003-2558-4885

Funding

Translational Engineering in Cancer (TEC)P30CA023108 · NCI · DARTMOUTH COLLEGE · PI Fred W Kolling IV · 1985 to 2026
$91.3M
Improving cancer health equity by targeting physician networksR37CA263936 · NCI · DARTMOUTH COLLEGE · PI MOEN, ERIKA · 2021 to 2025
$2.3M
NCI NIH HHS P30 CA023108NCI NIH HHS R37 CA263936
6 · The paper itself

Abstract

purposeTo understand oncology physician perceptions of and experiences with specialist scarcity in their referral networks, strategies for delivering care after the departure of a colleague who they view as critical to their cancer care networks (ie, a linchpin colleague), and impacts of shortages on patient care.

methodsWe conducted semistructured interviews with oncologists who practice in health systems that serve a predominantly rural patient catchment area. We used deductive and inductive approaches to predetermine codes and then performed a thematic analysis.

resultsWe interviewed 20 oncology physicians from five sites. We identified three major themes related to specialist scarcity. The first theme described the effects of physician shortages on care team expertise, collaborative relationships, and patient volume. The second theme uncovered strategies oncologists use when facing physician shortages, including referrals to outside health systems or generalists, practicing outside their subspecialization, and reallocating time from other responsibilities. The third theme identified unintended consequences of adaptive strategies, including greater patient travel burden, less optimal or delayed treatment, reduced access to clinical trials, and increased physician burnout and lower job satisfaction.

conclusionOncology physician shortages lead to myriad adaptive strategies and downstream consequences to patient and physicians. Mapping these cascades can help guide resources to mitigate the negative effects of departures and shortages.

Indexed as

Attitude of Health PersonnelDelivery of Health CareMedical OncologyOncologistsAdultFemaleHumansMaleMiddle AgedQualitative ResearchRural Population

Identifiers

PMID40354601
PMCPMC12353086

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.