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      Assessment of Differences in Clinical Activity and Medicare Payments Among Female and Male Radiation Oncologists

      research-article
      , MD 1 , , , BS 2 , , MD, DPhil 3 , , PhD 1 , , MD 4 , , MD 1 , , MD, MPH 1
      JAMA Network Open
      American Medical Association

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          Abstract

          Importance

          Although physician sex is known to influence salary even after controlling for productivity, sex-based differences in clinical activity and reimbursement among radiation oncologists are poorly understood.

          Objectives

          To evaluate differences by sex in productivity, breadth of practice, and payments and to characterize Medicare reimbursement by sex among similarly productive groups of radiation oncologists.

          Design, Setting, and Participants

          A retrospective cohort study was conducted using the January 1 to December 31, 2016, Centers for Medicare & Medicaid Services Physician and Other Supplier Public Use File (POSPUF) to identify charge and payment information for individual radiation oncologists. Clinicians were part of a population-based sample of US radiation oncologists who bill Medicare in both non–facility-based (NFB) and facility-based (FB) practice settings. Analysis was conducted from June 5 to 25, 2018.

          Main Outcomes and Measures

          Outcome measurements included physician productivity (measured by number of Medicare charges), physician payments (reported as total Medicare payments as well as mean payments per charge submitted and per beneficiary treated), and physician breadth of practice (measured by number of unique Medicare billing codes) in NFB and FB settings.

          Results

          A total of 4393 radiation oncologists (1133 women and 3260 men) were included in the POSPUF in 2016. Compared with their male counterparts, female physicians in the NFB setting submitted a mean of 1051 fewer charges (95% CI, –1458 to –644; P < .001), collected a mean of $143 610 less in revenue (95% CI, –$185 528 to –$101 692; P < .001), and used a mean of 1.32 fewer unique billing codes (95% CI, –2.23 to –0.41; P = .004). Compared with their male counterparts, female radiation oncologists in the FB setting submitted a mean of 423 fewer charges (95% CI, –506 to –341; P < .001), collected a mean of $26 735 less in revenue (95% CI, –$31 910 to –$21 560; P < .001), and submitted a mean of 1.28 fewer unique billing codes (95% CI, –1.77 to –0.78; P < .001). Women represented 46 of the 397 most highly productive radiation oncologists in the FB setting (11.6%) and collected a mean of $33 026 less (95% CI, –$52 379 to –$13 673; P = .001) than men who were similarly productive. In the NFB setting, women represented 54 of the 326 most highly productive radiation oncologists (16.6%) and collected $345 944 (95% CI, –$522 663 to –$169 225; P < .001) less than similarly highly productive men. Women collected a mean of $8.49 less per charge (95% CI, –$14.13 to –$2.86; P = .003) than men in the NFB setting.

          Conclusions and Relevance

          This study suggests that female radiation oncologists submit fewer Medicare charges, are reimbursed less per charge they submit, and receive lower Medicare payments overall compared with male radiation oncologists. Even among similarly productive radiation oncologists, women in this study still collected less revenue than men. Further research is required to understand the sex-based barriers to economic advancement within radiation oncology.

          Abstract

          This population-based cohort study uses the Centers for Medicare & Medicaid Services Physician and Other Supplier Public Use File to evaluate sex differences among radiation oncologists in productivity, breadth of practice, and payments and to characterize Medicare reimbursement by sex among similar groups of radiation oncologists.

          Key Points

          Question

          How do clinical activities and Medicare payments to radiation oncologists vary by sex?

          Findings

          This population-based cohort study of the Centers for Medicare & Medicaid Services Physician and Other Supplier Public Use File database demonstrated that regardless of practice setting, female radiation oncologists submitted significantly fewer charges, billed using significantly fewer unique codes, and collected significantly less Medicare reimbursement than did male radiation oncologists; in the non–facility-based setting, women also collected significantly less per charge submitted and per beneficiary treated. Among similarly productive radiation oncologists, women still collected significantly less Medicare reimbursement than did men.

          Meaning

          The findings suggest that female sex is associated with decreased Medicare reimbursement, and further research is required to understand the mechanisms and potential sex-based barriers to economic advancement within radiation oncology.

          Related collections

          Most cited references30

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          Harassment and discrimination in medical training: a systematic review and meta-analysis.

          Harassment and discrimination include a wide range of behaviors that medical trainees perceive as being humiliating, hostile, or abusive. To understand the significance of such mistreatment and to explore potential preventive strategies, the authors conducted a systematic review and meta-analysis to examine the prevalence, risk factors, and sources of harassment and discrimination among medical trainees.
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            Physician gender effects in medical communication: a meta-analytic review.

            Physician gender has been viewed as a possible source of variation in the interpersonal aspects of medical practice, with speculation that female physicians facilitate more open and equal exchange and a different therapeutic milieu from that of male physicians. However, studies in this area are generally based on small samples, with conflicting results. To systematically review and quantify the effect of physician gender on communication during medical visits. Online database searches of English-language abstracts for the years 1967 to 2001 (MEDLINE, AIDSLINE, PsycINFO, and Bioethics); a hand search was conducted of reprint files and the reference sections of review articles and other publications. Studies using a communication data source, such as audiotape, videotape, or direct observation, and large national or regional studies in which physician report was used to establish length of visit, were identified through bibliographic and computerized searches. Twenty-three observational studies and 3 large physician-report studies reported in 29 publications met inclusion criteria and were rated. The Cohen d was computed based on 2 reviewers' (J.A.H. and Y.A.) independent extraction of quantitative information from the publications. Study heterogeneity was tested using Q statistics and pooled effect sizes were computed using the appropriate effects model. The characteristics of the study populations were also extracted. Female physicians engage in significantly more active partnership behaviors, positive talk, psychosocial counseling, psychosocial question asking, and emotionally focused talk. There were no gender differences evident in the amount, quality, or manner of biomedical information giving or social conversation. Medical visits with female physicians are, on average, 2 minutes (10%) longer than those with male physicians. Obstetrics and gynecology may present a different pattern than that of primary care, with male physicians demonstrating higher levels of emotionally focused talk than their female colleagues. Female primary care physicians engage in more communication that can be considered patient centered and have longer visits than their male colleagues. Limited studies exist outside of primary care, and gender-related practice patterns in some subspecialties may differ from those evident in primary care.
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              Physician Gender Effects in Medical Communication

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                Author and article information

                Journal
                JAMA Netw Open
                JAMA Netw Open
                JAMA Netw Open
                JAMA Network Open
                American Medical Association
                2574-3805
                22 March 2019
                March 2019
                22 March 2019
                : 2
                : 3
                : e190932
                Affiliations
                [1 ]Department of Radiation Oncology, University of California, Los Angeles
                [2 ]David Geffen School of Medicine, Los Angeles, California
                [3 ]Department of Radiation Oncology, University of Michigan, Ann Arbor
                [4 ]New York Eye and Ear Infirmary of Mount Sinai, New York
                Author notes
                Article Information
                Accepted for Publication: January 31, 2019.
                Published: March 22, 2019. doi:10.1001/jamanetworkopen.2019.0932
                Open Access: This is an open access article distributed under the terms of the CC-BY License. © 2019 Valle L et al. JAMA Network Open.
                Corresponding Author: Luca Valle, MD, Department of Radiation Oncology, University of California, Los Angeles, 200 Medical Plaza, Ste B265, Los Angeles, CA 90095 ( lfvalle@ 123456mednet.ucla.edu ).
                Author Contributions: Drs Chu and Raldow had full access to all the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis.
                Concept and design: Valle, Ahmad, Steinberg, Raldow.
                Acquisition, analysis, or interpretation of data: Valle, Weng, Jagsi, Chu, Raldow.
                Drafting of the manuscript: Valle.
                Critical revision of the manuscript for important intellectual content: All authors.
                Statistical analysis: Chu.
                Administrative, technical, or material support: Ahmad.
                Supervision: Steinberg, Raldow.
                Conflict of Interest Disclosures: Dr Jagsi reported receiving stock options from Equity Quotient; personal fees from Amgen and Vizient; and grants from the National Institutes of Health, the Doris Duke Foundation, the Greenwall Foundation, the Komen Foundation, and Blue Cross Blue Shield of Michigan outside the submitted work. Dr Steinberg reported receiving personal fees from ViewRay outside the submitted work. No other disclosures were reported.
                Article
                zoi190057
                10.1001/jamanetworkopen.2019.0932
                6583310
                30901047
                eb6ecdbd-9332-48ea-b8e7-6efb871dfc6f
                Copyright 2019 Valle L et al. JAMA Network Open.

                This is an open access article distributed under the terms of the CC-BY License.

                History
                : 18 December 2018
                : 30 January 2019
                : 31 January 2019
                Categories
                Research
                Original Investigation
                Online Only
                Oncology

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