Evidence map›Paper›PMID 38587847›Full record

ArticleJAMA network open2024

Trajectories of Health Care Contact Days for Patients With Stage IV Non-Small Cell Lung Cancer.

Arjun Gupta, Paul Nguyen, Danielle Kain, Andrew G Robinson, Amit A Kulkarni, David H Johnson, Carolyn J Presley, Anne H Blaes, Gabrielle B Rocque, Ishani Ganguli and 2 more

Open access · goldAbstract 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 24 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed, 1 pooled it
7.3field-weighted citation impact, top 2% of its field
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

24 citing papers in PubMed, 1 synthesis or guideline pooled it, 26 citations in OpenAlex.

  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. 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
  3. Exploring Clinical Pathways to a Metastatic Lung Cancer Diagnosis: A Latent Class Analysis Using North Carolina Multipayer Claims Data.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2026
    Article
  4. Article
  5. Time toxicity associated with treatment of metastatic or unresectable gastro-oesophageal cancers in the second-line setting.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Article
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  14. What is the role of common sense oncology in the Western Pacific?The Lancet regional health. Western Pacific · 2025
    Review
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  19. "The biggest challenge is there's never a routine": a qualitative study of the time burdens of cancer care at home.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025
    Article
  20. 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

12 authors at 6 institutions in 2 countries.

Arjun GuptaDivision of Hematology, Oncology, and Transplantation, University of Minnesota, Minneapolis.
Paul NguyenICES Queen's, Queen's University, Kingston, Ontario, Canada.
Danielle KainDivision of Palliative Medicine, Department of Medicine, Queen's University, Kingston, Ontario, Canada.
Andrew G RobinsonDivision of Cancer Care and Epidemiology, Cancer Research Institute at Queens University, Kingston, Ontario, Canada.
Amit A KulkarniDivision of Hematology, Oncology, and Transplantation, University of Minnesota, Minneapolis.
David H JohnsonDepartment of Internal Medicine, University of Texas Southwestern Medical Center, Dallas.
Carolyn J PresleyDivision of Medical Oncology, Department of Medicine, Ohio State University, Columbus.
Anne H BlaesDivision of Hematology, Oncology, and Transplantation, University of Minnesota, Minneapolis.
Gabrielle B RocqueDivision of Hematology and Oncology, University of Alabama at Birmingham.
Ishani GanguliDivision of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, Massachusetts.
Christopher M BoothDivision of Cancer Care and Epidemiology, Cancer Research Institute at Queens University, Kingston, Ontario, Canada.
Timothy P HannaICES Queen's, Queen's University, Kingston, Ontario, Canada.
Queen's University · CAUniversity of Minnesota · USBrigham and Women's Hospital · USThe Ohio State University · USThe University of Texas Southwestern Medical Center · USUniversity of Alabama at Birmingham · US

Funding

Resiliency among Older Adults Receiving Lung Cancer Treatment: A Supportive Care Intervention StudyK76AG074923 · NIA · OHIO STATE UNIVERSITY · PI PRESLEY, CAROLYN · 2021 to 2025
$1.2M
The Role of Virtual Care in Improving Primary Care Access and Continuity for At-Risk Multimorbid Older AdultsK23AG068240 · NIA · BRIGHAM AND WOMEN'S HOSPITAL · PI GANGULI, ISHANI · 2021 to 2025
$842k
NIA NIH HHS K23 AG068240NIA NIH HHS K76 AG074923
6 · The paper itself

Abstract

Importance: Patients with stage IV non-small cell lung cancer (NSCLC) experience substantial morbidity and mortality. Contact days (ie, the number of days with health care contact outside the home) measure how much of a person's life is consumed by health care, yet little is known about patterns of contact days for patients with NSCLC. Objective: To describe the trajectories of contact days in patients with stage IV NSCLC and how trajectories vary by receipt of cancer-directed treatment in routine practice. Design, Setting, and Participants: A retrospective, population-based decedent cohort study was conducted in Ontario, Canada. Participants included adults aged 20 years or older who were diagnosed with stage IV NSCLC (January 1, 2014, to December 31, 2017) and died (January 1, 2014, to December 31, 2019); there was a maximum 2-year follow-up. Data analysis was conducted from February 22 to August 16, 2023. Exposure: Systemic cancer-directed therapy (yes or no) and type of therapy (chemotherapy vs immunotherapy vs targeted therapy). Main Outcomes and Measures: Contact days (days with health care contact, outpatient or institution-based, outside the home) were identified through administrative data. The weekly percentage of contact days and fitted models with cubic splines were quantified to describe trajectories from diagnosis until death. Results: A total of 5785 decedents with stage IV NSCLC were included (median age, 70 [IQR 62-77] years; 3108 [53.7%] were male, and 1985 [34.3%] received systemic therapy). The median overall survival was 108 (IQR, 49-426) days, median contact days were 36 (IQR, 21-62), and the median percentage that were contact days was 33.3%. A median of 5 (IQR, 2-10) days were spent with specialty palliative care. Patients who did not receive systemic therapy had a median overall survival of 66 (IQR, 34-130) days and median contact days of 28 (IQR, 17-44), of which a median of 5 (IQR, 2-9) days were spent with specialty palliative care. Overall and for subgroups, normalized trajectories followed a U-shaped distribution: contact days were most frequent immediately after diagnosis and before death. Patients who received targeted therapy had the lowest contact day rate during the trough (10.6%; vs immunotherapy, 15.4%; vs chemotherapy, 17.7%). Conclusions and Relevance: In this cohort study, decedents with stage IV NSCLC had a median survival in the order of 3.5 months and spent 1 in every 3 days alive interacting with the health care system outside the home. These results highlight the need to better support patients and care partners, benchmark appropriateness, and improve care delivery.

Indexed as

Carcinoma, Non-Small-Cell LungLung NeoplasmsAdultAgedCohort StudiesDelivery of Health CareFemaleHumansMaleOntarioOutpatientsRetrospective Studies

Identifiers

PMID38587847
PMCPMC11002696
OpenAlexW4394579362

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.