Evidence map›Paper›PMID 35247326›Full record

ArticleJournal of the American College of Radiology : JACR2022

Bias in Patient Experience Scores in Radiation Oncology: A Multicenter Retrospective Analysis.

Elaine Cha, Noah J Mathis, Himanshu Joshi, Sonam Sharma, Melissa Zinovoy, Meng Ru, Oren Cahlon, Erin F Gillespie, Deborah C Marshall

Abstract readMulticenter Study
In one paragraph

Article in Journal of the American College of Radiology : JACR, 2022. 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. Review
  2. Patient experience in a radiation therapy department pre- and during the COVID-19 pandemic.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025
    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

9 authors.

Elaine ChaDepartment of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York.
Noah J MathisDepartment of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York.
Himanshu JoshiInstitute for Healthcare Delivery Science, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York.
Sonam SharmaAssistant Program Director, Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, New York.
Melissa ZinovoyDepartment of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York.
Meng RuInstitute for Healthcare Delivery Science, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York.
Oren CahlonDeputy Physician-in-Chief for Strategic Partnerships and Vice Chair, Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York.
Erin F GillespieDepartment of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, New York.
Deborah C MarshallDepartment of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, New York. Electronic address: deborah.marshall@mountsinai.org.

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Hongbiao Carl Lekaye · 1985 to 2026
$347.4M
Training Program in Cancer Prevention and Control for Priority PopulationsT32CA225617 · NCI · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Guy H Montgomery, JUAN P WISNIVESKY · 2018 to 2026
$2.6M
Leveraging implementation science to accelerate adoption of shorter-course radiation for breast and prostate cancerK08CA252640 · NCI · UNIVERSITY OF WASHINGTON · PI GILLESPIE, ERIN FAYE · 2020 to 2025
$1.3M
NCI NIH HHS K08 CA252640NCI NIH HHS P30 CA008748NCI NIH HHS T32 CA225617
6 · The paper itself

Abstract

purposePatient experience scores are increasingly important in measuring quality of care and determining reimbursement from payers, including the Hospital Value-Based Purchasing Program and the Radiation Oncology Model. However, the role of bias in patient experience scores in oncology is unknown, raising the possibility that such payment structures may inadvertently perpetuate bias in reimbursement. Therefore, the authors characterized patient-, physician-, and practice-level predictors of patient experience scores in patients undergoing radiation therapy.

methodsThe authors retrospectively reviewed patient experience surveys for radiation oncology patients treated at two large multisite academic cancer centers. The outcome was responses on four survey questions. Covariates included self-reported patient demographics, physician characteristics, practice setting characteristics, and wait-time rating linked to each survey. Multivariable ordinal regression models were fitted to identify predictors of receiving a higher score on each of the survey questions.

resultsIn total, 2,868 patients completed surveys and were included in the analysis. Patient experience scores were generally high, with >90% of respondents answering 5 of 5 on the four survey items. Physician gender was not associated with any measured patient experience outcomes (P > 0.40 for all). Independent predictors of higher score included a wait-time experience classified as "good" compared with "not good" (q < .001 for all).

conclusionsOncology practices aiming to improve patient experience scores may wish to focus their attention on improving wait times for patients. Although a difference in patient experience scores on the basis of physician gender was not observed, such bias is likely to be complex, and further research is needed to characterize its effects.

Indexed as

Radiation OncologyHumansPatient Outcome AssessmentPatient SatisfactionRetrospective StudiesSurveys and QuestionnairesPatient experiencequalityRadiation Oncology Model

Identifiers

PMID35247326
PMCPMC9017791

What OpenQuestion holds

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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.