Skip to main content

Main menu

  • Home
  • Current Issue
  • Content
    • Current Issue
    • Early Access
    • Multimedia
    • Podcast
    • Collections
    • Past Issues
    • Articles by Subject
    • Articles by Type
    • Supplements
    • Plain Language Summaries
    • Calls for Papers
  • Info for
    • Authors
    • Reviewers
    • Job Seekers
    • Media
  • About
    • Annals of Family Medicine
    • Editorial Staff & Boards
    • Sponsoring Organizations
    • Copyrights & Permissions
    • Announcements
  • Engage
    • Engage
    • e-Letters (Comments)
    • Subscribe
    • Podcast
    • E-mail Alerts
    • Journal Club
    • RSS
    • Annals Forum (Archive)
  • Contact
    • Contact Us
  • Careers

User menu

  • My alerts

Search

  • Advanced search
Annals of Family Medicine
  • My alerts
Annals of Family Medicine

Advanced Search

  • Home
  • Current Issue
  • Content
    • Current Issue
    • Early Access
    • Multimedia
    • Podcast
    • Collections
    • Past Issues
    • Articles by Subject
    • Articles by Type
    • Supplements
    • Plain Language Summaries
    • Calls for Papers
  • Info for
    • Authors
    • Reviewers
    • Job Seekers
    • Media
  • About
    • Annals of Family Medicine
    • Editorial Staff & Boards
    • Sponsoring Organizations
    • Copyrights & Permissions
    • Announcements
  • Engage
    • Engage
    • e-Letters (Comments)
    • Subscribe
    • Podcast
    • E-mail Alerts
    • Journal Club
    • RSS
    • Annals Forum (Archive)
  • Contact
    • Contact Us
  • Careers
  • Follow annalsfm on Twitter
  • Visit annalsfm on Facebook
Research ArticleOriginal Research

A Few Doctors Will See Some of You: The Critical Role of Underrepresented in Medicine (URiM) Family Physicians in the Care of Medicaid Beneficiaries

Anushree Vichare, Mandar Bodas, Anuradha Jetty, Qian (Eric) Luo and Andrew Bazemore
The Annals of Family Medicine September 2024, 22 (5) 383-391; DOI: https://doi.org/10.1370/afm.3140
Anushree Vichare
1Fitzhugh Mullan Institute for Health Workforce Equity, Department of Health Policy and Management, Milken Institute School of Public Health, The George Washington University, Washington, DC
PhD, MBBS, MPH
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: avichare@gwu.edu
Mandar Bodas
1Fitzhugh Mullan Institute for Health Workforce Equity, Department of Health Policy and Management, Milken Institute School of Public Health, The George Washington University, Washington, DC
PhD, MHA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Anuradha Jetty
2Robert Graham Center, Washington, DC
MPH
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Qian (Eric) Luo
1Fitzhugh Mullan Institute for Health Workforce Equity, Department of Health Policy and Management, Milken Institute School of Public Health, The George Washington University, Washington, DC
PhD
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Andrew Bazemore
3American Board of Family Medicine, Washington, DC
MD, MPH
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • Article
  • Figures & Data
  • eLetters
  • Info & Metrics
  • PDF
Loading

Article Figures & Data

Figures

  • Tables
  • Additional Files
  • Figure 1.
    • Download figure
    • Open in new tab
    • Download powerpoint
    Figure 1.

    Medicaid patient panel characteristics of family physicians.

    AIAN = American Indian or Alaska Native; HPI = Hawaiian or Pacific Islander; LHS = Latine, Hispanic, or of Spanish origin.

Tables

  • Figures
  • Additional Files
    • View popup
    Table 1.

    Description of Family Physicians in Study Sample

    SampleLHSNon-LHS AIANNon-LHS AsianNon-LHS BlackNon-LHS HPINon-LHS White
    No. (%)13,096 (100)777 (6)127 (1)1,897 (15)848 (7)67 (1)9,380 (72)
    Medicaid participation
    No. of beneficiaries, mean (SD)291.85
    (355.60)
    342.50
    (416.57)
    253.69
    (284.12)
    282.98
    (365.85)
    354.12
    (394.55)
    244.42
    (301.15)
    284.68
    (344.51)
    Family physicians with >150 beneficiaries, No. (%)6,793 (52)418 (54)65 (51)904 (48)493 (58)30 (45)4,883 (52)
    Medicaid panel composition by patient race and ethnicity, mean (SD)
    LHS16.90
    (24.57)
    42.25
    (32.92)
    13.44
    (19.98)
    20.31
    (22.59)
    12.79
    (18.60)
    22.58
    (2.90)
    14.48
    (23.36)
    Non-LHS AIAN2.10
    (9.74)
    1.91
    (9.69)
    12.25
    (23.82)
    1.35
    (7.94)
    1.62
    (9.10)
    0.41
    (0.12)
    2.18
    (9.76)
    Non-LHS Asian3.62
    (9.62)
    2.93
    (5.90)
    2.22
    (5.81)
    10.69
    (18.60)
    2.23
    (5.57)
    7.38
    (1.60)
    2.37
    (6.31)
    Non-LHS Black15.66
    (21.31)
    11.01
    (15.57)
    15.76
    (21.65)
    17.78
    (20.54)
    43.67
    (30.03)
    9.79
    (1.94)
    13.12
    (18.94)
    Non-LHS HPI0.53
    (2.80)
    0.47
    (3.74)
    0.74
    (3.66)
    0.97
    (3.88)
    0.31
    (1.77)
    2.12
    (0.87)
    0.45
    (2.43)
    Non-LHS White58.31
    (32.01)
    39.59
    (29.85)
    53.89
    (29.60)
    47.39
    (29.01)
    36.52
    (27.86)
    54.49
    (3.81)
    64.13
    (31.11)
    Physician characteristics, No. (%)
    Female5,263 (40)308 (40)57 (45)986 (52)527 (62)37 (55)3,348 (36)
    Doctor of osteopathic medicine1,288 (10)39 (5)13 (10)160 (8)38 (5)6 (9)1,032 (11)
    International medical graduate2,342 (18)214 (28)9 (7)1,027 (54)166 (20)27 (40)899 (10)
    Years in practice, mean (SD)18.67
    (9.05)
    16.90
    (8.54)
    17.76
    (9.14)
    13.97
    (7.18)
    16.48
    (8.07)
    13.94
    (6.44)
    20.02
    (9.13)
    Specific years in practice, No. (%)
        <5228 (2)32 (4)3 (2)72 (4)26 (3)4 (6)91 (1)
        5-144,505 (34)309 (40)54 (43)1,046 (55)364 (43)31 (46)2,701 (29)
        15-244,866 (37)269 (35)40 (32)614 (32)306 (36)25 (37)3,612 (39)
        25-342,791 (21)147 (19)22 (17)131 (7)130 (15)7 (10)2,354 (25)
        ≥35706 (5)20 (3)8 (6)34 (2)22 (3)0 (0)622 (7)
    Percent of time spent in direct patient care, mean (SD)87.04
    (21.05)
    88.34
    (18.79)
    84.31
    (19.62)
    89.06
    (18.90)
    86.64
    (19.95)
    85.42
    (21.08)
    86.61
    (21.72)
    <75% time spent in direct patient care, No. (%)1,928 (15)102 (13)27 (21)224 (12)133 (16)13 (19)1,429 (15)
    Practice ownership characteristics, No. (%)
    Safety net1,282 (10)84 (11)20 (16)137 (7)98 (12)4 (6)939 (10)
    Private solo practice1,449 (11)129 (17)14 (11)267 (14)133 (16)6 (9)900 (10)
    Group practice5,063 (39)273 (35)42 (33)671 (35)239 (28)25 (37)3,813 (41)
    Urgent care1,057 (8)60 (8)17 (13)105 (6)73 (9)3 (5)799 (9)
    Hospital outpatient setting2,907 (22)152 (20)20 (16)503 (27)187 (22)21 (31)2,024 (22)
    Other940 (7)25 (3)12 (9)90 (5)43 (5)6 (9)236 (3)
    Government398 (3)54 (7)2 (2)124 (7)75 (9)2 (3)669 (7)
    Community characteristics
    Rural, No. (%)2,213 (17)67 (9)21 (17)106 (6)72 (9)4 (6)1,943 (21)
    SDI score, mean (SD)48.56
    (28.31)
    52.92
    (29.28)
    50.56
    (28.90)
    48.03
    (28.84)
    57.11
    (29.97)
    51.09
    (27.45)
    47.48
    (27.80)
    Primary care physician-to-population ratio, mean (SD)0.81
    (0.31)
    0.77
    (0.27)
    0.81
    (0.32)
    0.84
    (0.29)
    0.79
    (0.29)
    0.84
    (0.27)
    0.81
    (0.32)
    County percentage population AIAN, mean (SD)1.76
    (4.76)
    2.07
    (4.74)
    5.44
    (13.35)
    1.54
    (2.58)
    1.43
    (4.83)
    1.73
    (1.98)
    1.75
    (4.87)
    County percentage population Asian, mean (SD)5.52
    (6.37)
    7.48
    (7.23)
    4.90
    (6.35)
    9.26
    (8.50)
    6.01
    (5.89)
    9.69
    (10.00)
    4.54
    (5.39)
    County percentage population Black, mean (SD)11.88
    (12.65)
    10.62
    (10.10)
    12.16
    (13.82)
    12.36
    (10.96)
    24.39
    (17.16)
    9.70
    (8.49)
    10.77
    (12.06)
    County percentage population LHS, mean (SD)15.94
    (15.69)
    31.99
    (21.98)
    12.19
    (11.48)
    22.06
    (16.62)
    17.01
    (15.55)
    23.51
    (17.52)
    13.28
    (13.62)
    County percentage population White, mean (SD)78.14
    (14.54)
    77.07
    (12.99)
    74.14
    (18.75)
    73.68
    (13.11)
    65.67
    (16.91)
    75.17
    (14.98)
    80.34
    (13.82)
    State policy characteristics, No. (%)
    Medicaid expansion status8,549 (65)519 (67)83 (65)1,428 (75)456 (54)53 (79)6,010 (64)
    High primary care reimbursement rate4,597 (35)187 (24)63 (50)408 (22)263 (31)9 (13)3,667 (39)
    • AIAN = American Indian or Alaska Native; HPI = Hawaiian or Pacific Islander; LHS = Latine, Hispanic, or of Spanish origin; SDI = Social Deprivation Index.

    • View popup
    Table 2.

    Odds of Seeing ≥150 Medicaid Beneficiaries, by Family Physician Characteristic (N = 13,096)

    Coefficient (95% CI)
    Physician characteristics
    LHS1.42b (1.18-1.71)
    Non-LHS AIAN0.90 (0.60-1.35)
    Non-LHS Asian0.98 (0.84-1.15)
    Non-LHS Black1.60b (1.36-1.89)
    Non-LHS HPI0.92 (0.55-1.54)
    Female0.67b (0.62-0.72)
    Doctor of Osteopathic Medicine1.01 (0.87-1.18)
    International medical graduate1.48b (1.22-1.80)
    Years in practice
        5-141.15 (0.72-1.84)
        15-240.99 (0.62-1.60)
        25-340.86 (0.54-1.34)
        ≥350.64 (0.40-1.02)
    <75% time spent in direct patient care1.01 (0.85-1.20)
    Ownership
        Private solo practice0.21b (0.15-0.30)
        Group practice0.27b (0.17-0.44)
        Urgent care0.88 (0.57-1.36)
        Hospital outpatient setting0.38b (0.23-0.65)
        Other0.16b (0.11-0.22)
        Government0.12b (0.08-0.19)
    Community Characteristics
    Rural1.42b (1.16-1.74)
    SDI quintile 21.16a (1.01-1.34)
    SDI quintile 31.34b (1.09-1.64)
    SDI quintile 41.45b (1.20-1.76)
    SDI quintile 52.06b (1.74-2.45)
    Primary care physician-to-population ratio0.81 (0.63-1.03)
    County percentage population AIAN0.98b (0.97-0.99)
    County percentage population Asian0.96b (0.95-0.98)
    County percentage population Black1.00 (0.99-1.00)
    County percentage population LHS0.99b (0.98-1.00)
    State policy characteristics
    Medicaid expansion status1.83b (1.36-2.48)
    High primary care reimbursement rate1.24 (0.89-1.72)
    • AIAN = American Indian or Alaska Native; HPI = Hawaiian or Pacific Islander; LHS = Latine, Hispanic, or of Spanish origin; SDI = Social Deprivation Index.

    • ↵a P <.05.

    • ↵b P <.01.

Additional Files

  • Figures
  • Tables
  • SUPPLEMENTAL DATA IN PDF FILE BELOW

    Supplemental Figure 1. Sample derivation chart

    Supplemental Table 1. Description of core FPs

    Supplemental Table 2. Odds of seeing at least 10 Medicaid beneficiaries by FPs

    Supplemental Table 3. Average marginal effects of physician characteristics on total number of Medicaid beneficiaries seen in 2016

    • Vichare_Supp.pdf -

      PDF file

  • VISUAL ABSTRACT IN PNG FILE BELOW

    • Vichare_Final_VA.png -

      PNG file

  • PLAIN LANGUAGE ARTICLE SUMMMARY

    Original Research 

    Underrepresented in Medicine Family Physicians Have Critical Role in the Care of Medicaid Patients

    Background and Goal: While underrepresented in Medicine (URiM) physicians are a key to better health outcomes for minority patients, the proportion of URiM physicians — such as Black, Hispanic/Latino, and Native American physicians remains low in the U.S. health care system. This study examines the diversity of the family physician workforce that cares for Medicaid beneficiaries by linking a unique dataset containing information on family physicians’ race and ethnicity to national-level Medicaid claims data. 

    Study Approach:Researchers analyzed data from 13,096 family physicians across 44 states, using 2016 Medicaid claims data from the Transformed Medicaid Statistical Information System (T-MSIS) and 2016-17 American Board of Family Medicine certification questionnaire responses. The diversity Family Physicians’ Medicaid patient panel and whether they saw at least 150 beneficiaries in 2016 was examined. 

    Main Results:


    • URiM family physicians, particularly Black and Hispanic/Latino family physicians, are significantly more likely to participate in Medicaid by treating a substantial number of Medicaid patients.

    • Black and Hispanic/Latino family physicians were more likely to be core Medicaid providers defined as seeing at least 150 beneficiaries in 2016.

    • The patient panels of URiM family physicians had a much higher proportion of Medicaid beneficiaries from racial and ethnic minorities.

    Why It Matters:The findings of this study suggest physician race and ethnicity are correlated with Medicaid participation, emphasizing the need to continue efforts to diversify the health care workforce. Policies need to address pipeline problems in medical education, including failures to recruit, nurture and retain URiM students. 

    A Few Doctors Will See Some of You: The Critical Role of Underrepresented in Medicine (URiM) Family Physicians in the Care of Medicaid Beneficiaries    

    Anushree Vichare, PhD, MBBS, MPH, et al

    Fitzhugh Mullan Institute for Health Workforce Equity, Department of Health Policy and Management, Milken Institute School of Public Health, The George Washington University, Washington, DC

    Visual abstract showcasing key findings from this study:


PreviousNext
Back to top

In this issue

The Annals of Family Medicine: 22 (5)
The Annals of Family Medicine: 22 (5)
Vol. 22, Issue 5
September/October 2024
  • Table of Contents
  • Index by author
  • Front Matter (PDF)
  • Plain-Language Summaries
Print
Download PDF
Article Alerts
Sign In to Email Alerts with your Email Address
Email Article

Thank you for your interest in spreading the word on Annals of Family Medicine.

NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Enter multiple addresses on separate lines or separate them with commas.
A Few Doctors Will See Some of You: The Critical Role of Underrepresented in Medicine (URiM) Family Physicians in the Care of Medicaid Beneficiaries
(Your Name) has sent you a message from Annals of Family Medicine
(Your Name) thought you would like to see the Annals of Family Medicine web site.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
10 + 1 =
Solve this simple math problem and enter the result. E.g. for 1+3, enter 4.
Citation Tools
A Few Doctors Will See Some of You: The Critical Role of Underrepresented in Medicine (URiM) Family Physicians in the Care of Medicaid Beneficiaries
Anushree Vichare, Mandar Bodas, Anuradha Jetty, Qian (Eric) Luo, Andrew Bazemore
The Annals of Family Medicine Sep 2024, 22 (5) 383-391; DOI: 10.1370/afm.3140

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Get Permissions
Share
A Few Doctors Will See Some of You: The Critical Role of Underrepresented in Medicine (URiM) Family Physicians in the Care of Medicaid Beneficiaries
Anushree Vichare, Mandar Bodas, Anuradha Jetty, Qian (Eric) Luo, Andrew Bazemore
The Annals of Family Medicine Sep 2024, 22 (5) 383-391; DOI: 10.1370/afm.3140
Twitter logo Facebook logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Google Plus One

Jump to section

  • Article
    • Abstract
    • INTRODUCTION
    • METHODS
    • RESULTS
    • DISCUSSION
    • CONCLUSION
    • Acknowledgments
    • Footnotes
    • References
  • Figures & Data
  • eLetters
  • Info & Metrics
  • PDF

Related Articles

  • PubMed
  • Google Scholar

Cited By...

  • No citing articles found.
  • Google Scholar

More in this TOC Section

  • Teamwork Among Primary Care Staff to Achieve Regular Follow-Up of Chronic Patients
  • Shared Decision Making Among Racially and/or Ethnically Diverse Populations in Primary Care: A Scoping Review of Barriers and Facilitators
  • Convenience or Continuity: When Are Patients Willing to Wait to See Their Own Doctor?
Show more Original Research

Similar Articles

Subjects

  • Methods:
    • Quantitative methods
  • Other research types:
    • Health policy
  • Core values of primary care:
    • Access
  • Other topics:
    • Social / cultural context

Keywords

  • health workforce diversity
  • Medicaid
  • racial health inequities

Content

  • Current Issue
  • Past Issues
  • Early Access
  • Plain-Language Summaries
  • Multimedia
  • Podcast
  • Articles by Type
  • Articles by Subject
  • Supplements
  • Calls for Papers

Info for

  • Authors
  • Reviewers
  • Job Seekers
  • Media

Engage

  • E-mail Alerts
  • e-Letters (Comments)
  • RSS
  • Journal Club
  • Submit a Manuscript
  • Subscribe
  • Family Medicine Careers

About

  • About Us
  • Editorial Board & Staff
  • Sponsoring Organizations
  • Copyrights & Permissions
  • Contact Us
  • eLetter/Comments Policy

© 2025 Annals of Family Medicine