Evidence map›Paper›PMID 40232720›Full record

ArticleJAMA network open2025

Health Care Contact Days and Outcomes in Clinical Trials vs Routine Care Among Patients With Non-Small Cell Lung Cancer.

Arjun Gupta, Paul Nguyen, Brooke E Wilson, Christopher M Booth, Timothy P Hanna

Abstract read
In one paragraph

Article in JAMA network open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 1 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

15 citing papers in PubMed, 1 synthesis or guideline 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. Time toxicity among patients with cancer: a scoping review.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Article
  3. Review
  4. 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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  8. Article
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  10. Review
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  12. Patient-, care partner-, and clinician-proposed solutions to address the time toxicity of cancer care.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025
    Article
  13. The weight of time: experience of time toxicity among advanced cancer patients and their family caregivers-a qualitative study.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025
    Article
  14. 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

5 authors.

Arjun GuptaDivision of Hematology, Oncology, and Transplantation, University of Minnesota, Minneapolis.
Paul NguyenICES Queen's, Queen's University, Kingston, Ontario, Canada.
Brooke E WilsonDivision of Cancer Care and Epidemiology, Sinclair Cancer Research Institute, Kingston, Ontario, Canada.
Christopher M BoothDivision of Cancer Care and Epidemiology, Sinclair Cancer Research Institute, Kingston, Ontario, Canada.
Timothy P HannaICES Queen's, Queen's University, Kingston, Ontario, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Although patients enrolled in trials have superior survival outcomes compared with those in routine practice, it is unknown whether such differences extend to contact days, a measure of time toxicity. Objective: To evaluate differences in contact days for patients with advanced stage non-small cell lung cancer (NSCLC) receiving care in trials or routine practice. Design, Setting, and Participants: This population-based, retrospective, matched cohort study assessed adults from Ontario, Canada, who were diagnosed with advanced-stage NSCLC between January 1, 2010, and December 31, 2017, and who died between January 1, 2010, and December 31, 2019. The maximum follow-up time from diagnosis was 2 years. Data analysis was performed from May 5, 2024, to October 22, 2024. Exposure: Patients receiving specific, systemic, palliative-intent, cancer-directed drug(s) as part of a trial were matched 1:1 with patients who received the same drug(s) after approval in routine practice in the same line of treatment. Main Outcomes and Measures: Contact days (days with in-person health care contact) were identified through administrative claims data. Models were fitted with cubic splines to describe trajectories of weekly percentage of contact days. Results: Of the 250 patients (mean [SD] age, 63.6 [9.2] years; 140 [56.0%] male), 125 were trial participants and 125 were receiving care in routine practice. Trial participants were younger (median [IQR] age, 63 [56-69] years vs 64 [58-70] years in routine care patients; standardized difference, 0.21) and had fewer comorbidities (eg, hypertension [45 (36.0%) vs 59 (47.2%); standardized difference, 0.23]). Median (IQR) contact days from diagnosis to death were higher for trial participants compared with those in routine practice (79 [62-104] vs 68 [46-98] days; standardized difference, 0.26). However, trial participants had a longer median (IQR) overall survival (eg, 12.8 [8.7-18.0] vs 10.5 [5.2-14.7] months; standardized difference, 0.46) and a slightly lower median percentage of contact days after adjusting for survival (20.3% [95% CI, 18.1%-21.7%] vs 21.2% [95% CI, 19.3%-25.7%]). During treatment, trial participants experienced a lower median percentage of contact days (18.4% [95% CI, 16.3%-20.8%] vs 25.5% [95% CI, 20.7%-30.3%]); inpatient care accounted for 18.5% (95% CI, 11.1%-29.6%) of on-treatment contact days for trial participants vs 40.0% (95% CI, 30.0%-47.6%) in routine practice. Normalized contact-day trajectories were U-shaped for all groups, with lower peaks and troughs among trial participants. Conclusions and Relevance: In this population-based cohort study, patients receiving systemic therapy as part of trials experienced a lower percentage of contact days, accounted for by greater hospitalization rates in routine practice. Addressing the predominantly outpatient, protocol-mandated visits may represent opportunities to decrease trial-related time toxicity.

Indexed as

Carcinoma, Non-Small-Cell LungClinical Trials as TopicLung NeoplasmsAgedAged, 80 and overFemaleHumansMaleMiddle AgedOntarioRetrospective StudiesTime Factors

Identifiers

PMID40232720
PMCPMC12000967

What OpenQuestion holds

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LicenceCC BY
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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.