Evidence map›Paper›PMID 32997909›Full record

ArticleThe New England journal of medicine2020

Physician Work Hours and the Gender Pay Gap - Evidence from Primary Care.

Ishani Ganguli, Bethany Sheridan, Joshua Gray, Michael Chernew, Meredith B Rosenthal, Hannah Neprash

Open access · greenAbstract read
In one paragraph

Article in The New England journal of medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 79 papers.

0numbers the graph read from it
0cells of the map it votes in
79citing papers in PubMed
30.0field-weighted citation impact, top 1% 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

79 citing papers in PubMed, 167 citations in OpenAlex.

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  19. Factors Associated with Documenting Social Determinants of Health in Electronic Health Records.Journal of the American Board of Family Medicine : JABFM · 2025
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19 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors at 3 institutions in 1 country.

Ishani GanguliFrom Harvard Medical School (I.G., M.C.), Brigham and Women's Hospital (I.G.), and Harvard T.H. Chan School of Public Health (M.B.R.), Boston, athenahealth, Watertown (B.S.), and Health Data Analytics Institute, Dedham (J.G.) - all in Massachusetts; and the University of Minnesota, Minneapolis (H.N.).
Bethany SheridanFrom Harvard Medical School (I.G., M.C.), Brigham and Women's Hospital (I.G.), and Harvard T.H. Chan School of Public Health (M.B.R.), Boston, athenahealth, Watertown (B.S.), and Health Data Analytics Institute, Dedham (J.G.) - all in Massachusetts; and the University of Minnesota, Minneapolis (H.N.).
Joshua GrayFrom Harvard Medical School (I.G., M.C.), Brigham and Women's Hospital (I.G.), and Harvard T.H. Chan School of Public Health (M.B.R.), Boston, athenahealth, Watertown (B.S.), and Health Data Analytics Institute, Dedham (J.G.) - all in Massachusetts; and the University of Minnesota, Minneapolis (H.N.).
Michael ChernewFrom Harvard Medical School (I.G., M.C.), Brigham and Women's Hospital (I.G.), and Harvard T.H. Chan School of Public Health (M.B.R.), Boston, athenahealth, Watertown (B.S.), and Health Data Analytics Institute, Dedham (J.G.) - all in Massachusetts; and the University of Minnesota, Minneapolis (H.N.).
Meredith B RosenthalFrom Harvard Medical School (I.G., M.C.), Brigham and Women's Hospital (I.G.), and Harvard T.H. Chan School of Public Health (M.B.R.), Boston, athenahealth, Watertown (B.S.), and Health Data Analytics Institute, Dedham (J.G.) - all in Massachusetts; and the University of Minnesota, Minneapolis (H.N.).
Hannah NeprashFrom Harvard Medical School (I.G., M.C.), Brigham and Women's Hospital (I.G.), and Harvard T.H. Chan School of Public Health (M.B.R.), Boston, athenahealth, Watertown (B.S.), and Health Data Analytics Institute, Dedham (J.G.) - all in Massachusetts; and the University of Minnesota, Minneapolis (H.N.).
Harvard University · USathenahealth · USUniversity of Minnesota System · US

Funding

The Role of Virtual Care in Improving Primary Care Access and Continuity for At-Risk Multimorbid Older AdultsK23AG068240 · NIA · BRIGHAM AND WOMEN'S HOSPITAL · PI GANGULI, ISHANI · 2021 to 2025
$842k
NIA NIH HHS K23 AG068240
6 · The paper itself

Abstract

backgroundThe gender gap in physician pay is often attributed in part to women working fewer hours than men, but evidence to date is limited by self-report and a lack of detail regarding clinical revenue and gender differences in practice style.

methodsUsing national all-payer claims and data from electronic health records, we conducted a cross-sectional analysis of 24.4 million primary care office visits in 2017 and performed comparisons between female and male physicians in the same practices. Our primary independent variable was physician gender; outcomes included visit revenue, visit counts, days worked, and observed visit time (interval between the initiation and the termination of a visit). We created multivariable regression models at the year, day, and visit level after adjustment for characteristics of the primary care physicians (PCPs), patients, and types of visit and for practice fixed effects.

resultsIn 2017, female PCPs generated 10.9% less revenue from office visits than their male counterparts (-$39,143.2; 95% confidence interval [CI], -53,523.0 to -24,763.4) and conducted 10.8% fewer visits (-330.5 visits; 95% CI, -406.6 to -254.3) over 2.6% fewer clinical days (-5.3 days; 95% CI, -7.7 to -3.0), after adjustment for age, academic degree, specialty, and number of sessions worked per week, yet spent 2.6% more observed time in visits that year than their male counterparts (1201.3 minutes; 95% CI, 184.7 to 2218.0). Per visit, after adjustment for PCP, patient, and visit characteristics, female PCPs generated equal revenue but spent 15.7% more time with a patient (2.4 minutes; 95% CI, 2.1 to 2.6). These results were consistent in subgroup analyses according to the gender and health status of the patients and the type and complexity of the visits.

conclusionsFemale PCPs generated less visit revenue than male colleagues in the same practices owing to a lower volume of visits, yet spent more time in direct patient care per visit, per day, and per year. (Funded in part by the Robert Wood Johnson Foundation.).

Indexed as

Cross-Sectional StudiesElectronic Health RecordsFemaleHealth Care SurveysHumansMalePatient CarePhysicians, Primary CarePrimary Health CareSex FactorsTime FactorsUnited StatesWorkload

Identifiers

PMID32997909
PMCPMC10854207
OpenAlexW3090692068

What OpenQuestion holds

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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.