Evidence map›Paper›PMID 28376191›Full record

ArticleJournal of the National Cancer Institute2017

The Impact of Social Contagion on Physician Adoption of Advanced Imaging Tests in Breast Cancer.

Craig E Pollack, Pamela R Soulos, Jeph Herrin, Xiao Xu, Nicholas A Christakis, Howard P Forman, James B Yu, Brigid K Killelea, Shi-Yi Wang, Cary P Gross

Open access · bronzeAbstract read
In one paragraph

Article in Journal of the National Cancer Institute, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers.

0numbers the graph read from it
0cells of the map it votes in
35citing papers in PubMed
3.8field-weighted citation impact, top 5% 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

35 citing papers in PubMed, 65 citations in OpenAlex.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors at 4 institutions in 1 country.

Craig E PollackJohns Hopkins School of Medicine, Baltimore, MD, USA.
Pamela R SoulosCancer Outcomes, Public Policy and Effectiveness Research (COPPER) Center, Yale Cancer Center and Yale School of Medicine, New Haven, CT, USA.
Jeph HerrinCancer Outcomes, Public Policy and Effectiveness Research (COPPER) Center, Yale Cancer Center and Yale School of Medicine, New Haven, CT, USA.
Xiao XuCancer Outcomes, Public Policy and Effectiveness Research (COPPER) Center, Yale Cancer Center and Yale School of Medicine, New Haven, CT, USA.
Nicholas A ChristakisDepartment of Sociology and Yale Institute for Network Science and Human Nature Lab Yale University, New Haven, CT, USA.
Howard P FormanDepartment of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.
James B YuCancer Outcomes, Public Policy and Effectiveness Research (COPPER) Center, Yale Cancer Center and Yale School of Medicine, New Haven, CT, USA.
Brigid K KilleleaCancer Outcomes, Public Policy and Effectiveness Research (COPPER) Center, Yale Cancer Center and Yale School of Medicine, New Haven, CT, USA.
Shi-Yi WangCancer Outcomes, Public Policy and Effectiveness Research (COPPER) Center, Yale Cancer Center and Yale School of Medicine, New Haven, CT, USA.
Cary P GrossCancer Outcomes, Public Policy and Effectiveness Research (COPPER) Center, Yale Cancer Center and Yale School of Medicine, New Haven, CT, USA.
Yale University · USHealth Research and Educational Trust · USYale Cancer Center · USJohns Hopkins University · US

Funding

Impact of Social contagion on Physician use of unproven cancer interventionsR01CA190017 · NCI · YALE UNIVERSITY · PI GROSS, CARY P. · 2014 to 2017
$2.2M
A Network Analytic Approach to Modeling Variation in Prostate Cancer CareK07CA151910 · NCI · JOHNS HOPKINS UNIVERSITY · PI POLLACK, CRAIG EVAN · 2011 to 2015
$780k
NCI NIH HHS K07 CA151910NCI NIH HHS R01 CA190017
6 · The paper itself

Abstract

Background: Magnetic resonance imaging (MRI) and positron emission tomography (PET) scans are widely used in breast cancer practice despite unproven benefits. We examined the extent to which social contagion is associated with adoption of these imaging modalities. Methods: We used Surveillance, Epidemiology, and End Results-Medicare to construct peer groups of physicians who shared patients during a baseline period when these imaging modalities were starting to disseminate into practice (2004-2006) and determined the potential impact of these peer groups during a follow-up period (2007-2009). For non-early-adopting surgeons (whose patients did not receive MRI/PET during baseline), we used hierarchical logistic regression models to examine the effect of their peer group's baseline use on their use of MRI/PET during the follow-up period, adjusting for patient characteristics and hospital MRI/PET use. Results: For MRI, there were 6424 women diagnosed in the follow-up period assigned to 986 non-early-adopting surgeons. During baseline, 9.3% of women received an MRI, varying across peer groups from 0% to 81%. Women assigned to surgeons whose peers had the highest rate of baseline MRI use were more likely to receive MRI compared with women whose surgeons' peers did not use MRI (24.9% vs 10.1%, adjusted odds ratio [OR] = 2.47, 95% confidence interval [CI] = 1.39 to 4.39). Physician peers were associated with uptake of PET imaging (OR for highest vs lowest baseline peer group PET use = 2.04, 95% CI = 1.24 to 3.36). Conclusions: The phenomenon of social contagion may offer opportunities to better understand how new approaches to cancer care disseminate into clinical practice.

Indexed as

Peer InfluencePractice Patterns, Physicians'SurgeonsAgedAged, 80 and overBreast NeoplasmsFemaleHumansInformation DisseminationMagnetic Resonance ImagingPeer GroupPositron-Emission TomographyRetrospective StudiesSEER Program

Identifiers

PMID28376191
PMCPMC6059114
OpenAlexW2616337814

What OpenQuestion holds

Textmetadata
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.