Evidence map›Paper›PMID 41851399›Full record

ArticleSupportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer2026

Exploring associations between area deprivation index, income, and loneliness among cancer caregivers.

Kyle Pitzer, JoAnn Jabbari, George Demiris, Ramy Sedhom, Jacquelyn J Benson, Debra Parker Oliver, Karla T Washington

Abstract read
In one paragraph

Article in Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Comment on "Exploring associations between area deprivation index, income, and loneliness among cancer caregivers".Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Kyle PitzerSchool of Medicine, Washington University in St. Louis, 660 S. Euclid Ave., St. Louis, MO, 63110-1010, USA. kyleapitzer@wustl.edu.ORCID http://orcid.org/0000-0002-1624-1138
JoAnn JabbariGoldfarb School of Nursing at Barnes-Jewish College, 4483 Duncan Ave., St. Louis, MO, 63110, USA.ORCID http://orcid.org/0000-0002-2480-6151
George DemirisDepartment of Biostatistics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, 3400 Civic Center Blvd., Philadelphia, PA, 19104, USA.ORCID http://orcid.org/0000-0002-6318-5829
Ramy SedhomDepartment of Medicine, University of Pennsylvania Perelman School of Medicine, 3400 Civic Center Blvd, Philadelphia, PA, 19104, USA.ORCID http://orcid.org/0000-0001-8937-0726
Jacquelyn J BensonSchool of Medicine, Washington University in St. Louis, 660 S. Euclid Ave., St. Louis, MO, 63110-1010, USA.ORCID http://orcid.org/0000-0001-8428-508X
Debra Parker OliverSchool of Medicine, Washington University in St. Louis, 660 S. Euclid Ave., St. Louis, MO, 63110-1010, USA.ORCID http://orcid.org/0000-0002-8354-0859
Karla T WashingtonSchool of Medicine, Washington University in St. Louis, 660 S. Euclid Ave., St. Louis, MO, 63110-1010, USA.ORCID http://orcid.org/0000-0002-1100-9524

Funding

WU INSTITUTE OF CLINICAL AND TRANSLATIONAL SCIENCESUL1TR002345 · NCATS · WASHINGTON UNIVERSITY · PI William G. Powderly · 2017 to 2026
$97.8M
Problem-Solving Therapy for Cancer Caregivers: A Randomized Clinical Trial in Outpatient Palliative CareR01CA258311 · NCI · WASHINGTON UNIVERSITY · PI WASHINGTON, KARLA · 2021 to 2025
$3.7M
NCATS NIH HHS UL1 TR002345NCI NIH HHS R01 CA258311NCI NIH HHS R01CA258311
6 · The paper itself

Abstract

purposeCaregivers of patients diagnosed with cancer experience stress associated with their roles and responsibilities as a caregiver. These stressors contribute to psychosocial issues among this population and many caregivers experience loneliness. A caregiver's neighborhood context and financial circumstances could be associated with loneliness. The current study had two objectives: (1) examine the associations among area deprivation index, household income, and loneliness for caregivers of patients with cancer and (2) identify potential interaction effects between area deprivation index and household income on loneliness.

methodsDemographic data and baseline surveys for our study were derived from a larger clinical trial of caregivers of patients with cancer receiving outpatient palliative care. Participants were geocoded to determine their census block group and corresponding area deprivation index percentile. Linear models were estimated to assess associations among area deprivation index, household income, and loneliness, and models were subsequently adjusted for several demographic and caregiving context covariates.

resultsThe results showed that there was no significant association between area deprivation index and loneliness but did indicate an association between household income and loneliness: caregivers with annual household incomes less than $70,000 experienced greater loneliness on average than those with annual household incomes greater than $70,000. There was no detectable interaction effect of area deprivation index and household income on loneliness.

conclusionThese results indicate that financial and income data should be considered when developing clinical practices or infrastructure to ameliorate loneliness in caregivers of patients with cancer.

Indexed as

CaregiversIncomeLonelinessNeoplasmsAdultAgedFemaleHumansLinear ModelsMaleMiddle AgedNeighborhood CharacteristicsStress, PsychologicalArea deprivationCancerCaregiversHousehold incomeLoneliness

Identifiers

PMID41851399
PMCPMC12999699

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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.