ArticleCancer2015
Physician's peer exposure and the adoption of a new cancer treatment modality.
Article in Cancer, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 31 papers, 2 of them syntheses that pooled 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.
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.
Who cites it
31 citing papers in PubMed, 2 syntheses or guidelines pooled it, 48 citations in OpenAlex.
- Association Between Reimbursement Incentives and Physician Practice in Oncology: A Systematic Review.JAMA oncology · 2019Pooled it
- Applications of network analysis to routinely collected health care data: a systematic review.Journal of the American Medical Informatics Association : JAMIA · 2018Pooled it
- Promoting rational antibiotic prescribing for non-complicated infections: understanding social influence in primary care networks in Germany.BMC family practice · 2020Trial
- Peer influence on physicians in adopting opportunistic salpingectomy at the time of hysterectomy.American journal of obstetrics and gynecology · 2025Article
- Physician Peer Influence on Salpingectomy Uptake for Tubal Sterilization and Ovarian Cancer Prevention.JAMA network open · 2025Article
- Investigating the Spillover Mechanisms of Payment Incentives on the Outcomes for Non-Targeted Patients.Health economics · 2025Article
- Exploiting relationship directionality to enhance statistical modeling of peer-influence across social networks.Statistics in medicine · 2024Article
- Effect of Health Service Area on Primary Care Physician Provision of Low-Value Cancer Screening.Annals of internal medicine · 2024Article
- Estimating the impact of physician risky-prescribing on the network structure underlying physician shared-patient relationships.Research square · 2024Article
- Physicians' Hierarchy of Tumor Biomarkers for Optimizing Chemotherapy in Breast Cancer Care.The oncologist · 2024Article
- Estimating the impact of physician risky-prescribing on the network structure underlying physician shared-patient relationships.Applied network science · 2024Article
- The influence of strong and weak ties in physician peer networks on new drug adoption.International journal of health economics and management · 2023Article
- Variation in prescribing of opioids for emergency department encounters: A cohort study in the Military Health System.Journal of evaluation in clinical practice · 2022Article
- Health workers' social networks and their influence in the adoption of strategies to address the stillbirth burden at a subnational level health system in Uganda.PLOS global public health · 2022Article
- Review of social networks of professionals in healthcare settings-where are we and what else is needed?Globalization and health · 2021Review
- Surgeon and medical oncologist peer network effects on the uptake of the 21-gene breast cancer recurrence score assay.Cancer medicine · 2021Article
- The impact of sampling patients on measuring physician patient-sharing networks using Medicare data.Health services research · 2020Article
- Modeling peer effect modification by network strength: The diffusion of implantable cardioverter defibrillators in the US hospital network.Statistics in medicine · 2020Article
- Measuring racial segregation in health system networks using the dissimilarity index.Social science & medicine (1982) · 2019Article
- Shared-patient physician networks and their impact on the uptake of genomic testing in breast cancer.Breast cancer research and treatment · 2019Article
Corrections and comments
- Erratum issued
Authors and funding
3 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundNew technologies, often with limited evidence to support their effectiveness, frequently diffuse into clinical practice and increase the costs of cancer care. The authors studied whether physician peer exposure was associated with the subsequent adoption of a new approach to adjuvant radiotherapy (brachytherapy) for the treatment of women with early-stage breast cancer.
methodsA retrospective cohort study was performed using Surveillance, Epidemiology, and End Results (SEER)-Medicare data. Data from 2003 through 2004 were used to classify surgeons as early brachytherapy adopters and, among non-early adopters, whether they shared patients with early adopters (peer exposure). Data from 2005 through 2006 were used to examine whether women were more likely to receive brachytherapy if their surgeons were exposed to early adopters.
resultsOverall, the percentage of women receiving brachytherapy increased from 3.2% in 2003 through 2004 to 4.7% in 2005 through 2006. In this latter period, a total of 2087 patients were assigned to 328 non-early adopting surgeons. In unadjusted analyses, patients whose surgeons were connected to early adopters during 2003 through 2004 were found to be significantly more likely to receive brachytherapy in 2005 through 2006 compared with those whose surgeons were not connected to early adopters (8.0% vs 4.1%; P = .003). In adjusted analyses, the predicted probability of receiving brachytherapy among patients whose surgeon did have an early-adopting peer was 3.9% versus 1.0% among those whose surgeons did not have an early-adopting peer (P = .03).
conclusionsExposure to peers who were early adopters of brachytherapy was found to be associated with a surgeon's subsequent uptake of brachytherapy. The results of the current study provide an example of a novel approach to examining the diffusion of innovation in cancer care.
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What OpenQuestion holds
Registered trials
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.