Evidence map›Paper›PMID 39602118›Full record

ArticleJAMA network open2024

Patient, Caregiver, and Clinician Perspectives on the Time Burdens of Cancer Care.

Arjun Gupta, Whitney V Johnson, Nicole L Henderson, Obafemi O Ogunleye, Preethiya Sekar, Manju George, Allison Breininger, Michael Anne Kyle, Christopher M Booth, Timothy P Hanna and 4 more

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 44 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
44citing papers in PubMed, 3 pooled it
–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

44 citing papers in PubMed, 3 syntheses or guidelines pooled it.

  1. Time toxicity in cancer care: a systematic review of definitions and measurement methods.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Pooled it
  2. Cancer patients' experiences of "time toxicity": a qualitative meta-synthesis.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Pooled it
  3. Pooled it
  4. Trial
  5. Experiences and coping strategies of time toxicity in young and middle-aged patients with lymphoma: a descriptive qualitative study.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Article
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  10. Outcomes That Matter in Gastrointestinal Cancer Care: A Focus Group Study of Patient-Centred Outcomes Identified by Patients and Care Partners.Health expectations : an international journal of public participation in health care and health policy · 2026
    Article
  11. The experience of time toxicity in cancer patients: a meta-synthesis of qualitative research.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Review
  12. Healthcare contact days in cancer survivors relative to those with no cancer history.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Article
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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

14 authors.

Arjun GuptaDivision of Hematology, Oncology, and Transplantation, University of Minnesota, Minneapolis.
Whitney V JohnsonDivision of Hematology, Oncology, and Transplantation, University of Minnesota, Minneapolis.
Nicole L HendersonDivision of Hematology and Oncology, University of Alabama at Birmingham.
Obafemi O OgunleyeDivision of Hematology, Oncology, and Transplantation, University of Minnesota, Minneapolis.
Preethiya SekarDivision of Hematology, Oncology, and Transplantation, University of Minnesota, Minneapolis.
Manju GeorgePaltown Development Foundation/COLONTOWN, Crownsville, Maryland.
Allison BreiningerThe Negative Space, Minneapolis, Minnesota.
Michael Anne KyleDepartment of Health Care Policy, Harvard Medical School, Boston, Massachusetts.
Christopher M BoothDivision of Cancer Care and Epidemiology, Queen's Cancer Research Institute, Kingston, Ontario, Canada.
Timothy P HannaDivision of Cancer Care and Epidemiology, Queen's Cancer Research Institute, Kingston, Ontario, Canada.
Gabrielle B RocqueDivision of Hematology and Oncology, University of Alabama at Birmingham.
Helen M ParsonsDivision of Hematology, Oncology, and Transplantation, University of Minnesota, Minneapolis.
Rachel I VogelDivision of Hematology, Oncology, and Transplantation, University of Minnesota, Minneapolis.
Anne H BlaesDivision of Hematology, Oncology, and Transplantation, University of Minnesota, Minneapolis.

Funding

Women's CancerP30CA077598 · NCI · UNIVERSITY OF MINNESOTA TWIN CITIES · PI Timothy C. Hallstrom · 1998 to 2026
$100.4M
Patient Administrative Burden in Cancer Care DeliveryR00CA277367 · NCI · UNIVERSITY OF PENNSYLVANIA · PI Michael Anne Kyle · 2024 to 2026
$747k
NCI NIH HHS P30 CA077598NCI NIH HHS R00 CA277367
6 · The paper itself

Abstract

Importance: Cancer and its care impose significant time commitments on patients and care partners. The oncology community has only recently conceptualized these commitments and the associated burden as the "time toxicity" of cancer care. As the concept gains traction, there is a critical need to fundamentally understand the perspectives of multiple stakeholders on the time burdens of cancer care. Objectives: To explore time-consuming aspects of cancer care that were perceived as burdensome, identify the individuals most affected by time burdens of cancer care, and evaluate the consequences of these time burdens. Design, Setting, and Participants: Participants in this qualitative analysis were recruited from a National Cancer Institute-designated cancer center in Minnesota, where semistructured qualitative interviews were conducted from February 1 to October 31, 2023. Purposive and criterion sampling methods were used to recruit patients (adults with advanced stage gastrointestinal cancer receiving systemic cancer-directed treatment), care partners (patient-identified informal [unpaid] partners), and clinicians (physicians, physician assistants, nurse practitioners, nurses, social workers, and schedulers). Data were analyzed from February 2023 to February 2024. Main Outcomes and Measures: Thematic analysis was conducted with a hybrid (inductive and deductive methods) approach. Themes, subthemes, and illustrative quotations are presented. Results: Interviews included 47 participants (16 patients [8 aged ≤60 years; 12 women (75.0%)], 15 care partners [12 aged ≤60 years; 9 women (60.0%)], and 16 clinicians [11 women (68.7%)]). A total of 31 subthemes were identified that were grouped into 5 themes. Theme 1 captured time burdens due to health care outside the home (eg, travel, parking, and waiting time), while theme 2 identified the often invisible tasks performed at home (eg, handling insurance and medical bills, receiving formal home-based care). Theme 3 explored how care partners are affected alongside patients (eg, burdens extending to the wider network of family, friends, and community) and theme 4 represented the consequences of time burdens (eg, demoralization, seemingly short visits turned into all-day affairs). Finally, theme 5 referenced positive time spent in clinical interactions and hope for change (eg, patients value meaningful care, the "time toxicity" label is a spark for change). Conclusions and Relevance: This qualitative analysis identifies key sources and effects of time toxicity, as well as the populations affected. The results of this study will guide the oncology community to map, measure, and address future time burdens.

Indexed as

CaregiversQualitative ResearchAdultAgedCost of IllnessFemaleHumansMaleMiddle AgedMinnesotaNeoplasmsTime Factors

Identifiers

PMID39602118
PMCPMC12040224

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.