THE U.S. HEALTH WORKFORCE CHARTBOOK. Part II: Clinicians and Health Administration
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1 THE U.S. HEALTH WORKFORCE CHARTBOOK Part II: Clinicians and Health Administration U.S. Department of Health and Human Services Health Resources and Services Administration National Center for Health Workforce Analysis November 2013
2 The Health Resources and Services Administration (HRSA), U.S. Department of Health and Human Services (HHS), provides national leadership in the development, distribution, and retention of a diverse, culturally competent health workforce that can adapt to the population s changing health care needs and provide the highest-quality care for all. The agency administers a wide range of training grants, scholarships, loans, and loan repayment programs that strengthen the health care workforce and respond to the evolving needs of the health care system. The National Center for Health Workforce Analysis (the National Center) informs public and private-sector decision-making related to the health workforce by expanding and improving health workforce data, disseminating workforce data to the public, improving and updating projections of the supply and demand for health workers, and conducting analyses of issues important to the health workforce. For more information about the National Center, us at [email protected], or visit our website at Suggested citation: U.S. Department of Health and Human Services, Health Resources and Services Administration, National Center for Health Workforce Analysis. The U.S. Health Workforce Chartbook, Rockville, Maryland; Copyright information: All material appearing in this report is in the public domain and may be reproduced or copied without permission. Citation of the source, however, is appreciated. i The U.S. Health Workforce Chartbook- Part II November 2013
3 CONTENTS Introduction... 1 Data Sources Chiropractors Vision Health Optometrists Opticians, Dispensing Health Administration Medical and Health Services Managers Medical Secretaries Veterinarians FIGURES Figure 1: Chiropractors per 100,000 Working-Age Population by State... 4 Figure 2: Number of Chiropractors by State... 5 Figure 3: Distribution of Chiropractors by Work Setting... 5 Figure 4: Distribution of Chiropractors by Sex and Age... 6 Figure 5: Distribution of Chiropractors by Race/Ethnicity,... 6 Figure 6: Optometrists per 100,000 Working-Age Population by State... 7 Figure 7: Number of Optometrists by State... 8 Figure 8: Distribution of Optometrists by Work Setting... 8 Figure 9: Distribution of Optometrists by Sex and Age... 9 Figure 10: Distribution of Optometrists by Race/Ethnicity,... 9 Figure 11: Opticians, Dispensing per 100,000 Working-Age Population by State Figure 12: Number of Opticians, Dispensing by State Figure 13: Distribution of Opticians, Dispensing by Work Setting Figure 14: Distribution of Opticians, Dispensing by Sex and Age Figure 15: Distribution of Opticians, Dispensing by Race/Ethnicity, Figure 16: Medical and Health Services Managers per 100,000 Working-Age Population Figure 17: Number of Medical and Health Services Managers by State, Figure 18: Distribution of Medical and Health Services Managers by Work Setting Figure 19: Distribution of Medical and Health Services Managers by Sex and Age Figure 20: Distribution of Medical and Health Services Managers by Race/Ethnicity, Relative to the Working-Age Population Figure 21: Medical Secretaries per 100,000 Working-Age Population by State Figure 22: Number of Medical Secretaries by State Figure 23: Distribution of Medical Secretaries by Work Setting Figure 24: Distribution of Medical Secretaries by Sex and Age Figure 25: Distribution of Medical Secretaries by Race/Ethnicity, Figure 26: Veterinarians per 100,000 Working-Age Population by State Figure 27: Number of Veterinarians by State November 2013 The U.S. Health Workforce Chartbook- Part II ii
4 Figure 28: Distribution of Veterinarians by Work Setting Figure 29: Distribution of Veterinarians by Sex and Age Figure 30: Distribution of Veterinarians by Race/Ethnicity, iii The U.S. Health Workforce Chartbook- Part II November 2013
5 GENERAL LIST OF ACRONYMS Acronym AAPA ACNM ACS APRN ARF BHPr BLS BSN CDC CMS EMT HHS HRSA IPEDS LPN NAICS NCHWA NCLEX-PN NCLEX-RN NP NPI OT PA PA-C PUMS RN Definition American Academy of Physician Assistants American College of Nurse-Midwives American Community Survey Advanced Practice Registered Nurse Area Resource File Bureau of Health Professions Bureau of Labor Statistics Bachelor of Science in Nursing Centers for Disease Control and Prevention Centers for Medicare & Medicaid Services Emergency Medical Technician U.S. Department of Health and Human Services Health Resources and Services Administration Integrated Postsecondary Education Data System Licensed Practical and Licensed Vocational Nurse North American Industry Classification System National Center for Health Workforce Analysis National Counsel Licensure Examination for Practical Nurses National Counsel Licensure Examination for Registered Nurses Nurse Practitioner National Provider Identification Occupational therapy Physician Assistant Certified Physician Assistant Public Use Microdata Sample Registered Nurse November 2013 The U.S. Health Workforce Chartbook- Part II iv
6 RSE SOC Relative standard error Standard Occupational Classification v The U.S. Health Workforce Chartbook- Part II November 2013
7 INTRODUCTION The U.S. Health Workforce Chartbook provides extensive data on 35 health occupations and is part of the Health Resources and Services Administration s (HRSA s) effort to assist states, policymakers, local workforce planners, researchers, and the public in understanding the U.S. health workforce. The Chartbook may also be used as a baseline to track changes in the health workforce. While this Chartbook includes extensive data on supply, including comparative data by state, it does not include data on demand and, as such, does not address the adequacy of the supply. The 35 occupations included in this Chartbook are classified based on the U.S. government s Standard Occupational Classification (SOC) system and included more than 14 million individuals in These individuals represent approximately 10 percent of the nation s workforce. 2 The occupations included in this Chartbook also represent those with the largest current employment and those that are expected to grow substantially in the future. The vast majority of workers are employed in what the U.S. Office of Management and Budget defines as the health sector, which includes health settings such as hospitals, clinics, physician offices, and nursing homes. The health sector also includes many workers in occupations that are not considered health occupations. For example, workers such as accountants or food service workers employed in hospitals are working in the health sector, even though they are not working in a health occupation. Individuals in health occupations may also work outside the health sector in settings such as local governments, schools, or insurance companies. The information provided in this Chartbook includes individuals in health occupations that are both within and outside the health sector. For most occupations, the Chartbook relies on the U.S. Census Bureau s ACS to estimate the total number of individuals in each occupation, their geographic distribution, the settings in which they work, and their demographic characteristics. The ACS, which uses self-reported data, is the most comprehensive source available for the broad range of occupations included in this report. 3 This report also draws from the U.S. Department of Education s Integrated Postsecondary Education System (IPEDS) to include information on the number of graduates from educational programs leading to entry into specific occupations. No graduate data are presented for occupations in which formal educational requirements are completed in institutions not reporting to IPEDS or vary substantially by state. Some important components of the health workforce are not included or fully represented in the Chartbook because of data limitations. These components include occupations for which data are not collected or reported separately by the U.S. Census Bureau. For example, data from public health nurses are not collected separately from other types of nurses. The report also does 1 HRSA analysis of the U.S. Census Bureau, American Community Survey (ACS) Public Use Microdata Sample (PUMS), HRSA analysis of the U.S. Bureau of Labor Statistics (BLS), Employment Projections, Note: The workforce is defined as individuals employed in the occupation and individuals whose last job was in the occupation and who are still seeking employment. 3 Note: Self-reported data have limitations. Some individuals may report the occupation for which they are trained or licensed even when they are not currently working the majority of their time in that occupation. For example, a physician who is spending a majority of his/her time as an administrator may self-report as either a physician or an administrator. The ACS does not collect data on licensure or professional certification. See the Technical Documentation for additional details on ACS reporting and limitations. November 2013 The U.S. Health Workforce Chartbook- Part II 1
8 not include important health occupations, because of the small size of the occupation, such as epidemiologists and other public-health oriented disciplines like laboratorians and environmental health professionals. In addition, some occupations in the Chartbook are limited by ACS occupational groupings because of the methods by which the ACS collects and reports SOC data. For example, although the SOC has two separate groupings for medical and clinical laboratory technologists and medical and clinical laboratory technicians, the ACS only reports on medical and clinical laboratory technologists and technicians as a single occupational grouping and does not report the two occupations separately. The Chartbook is divided into four main parts for ease of reporting. Part I comprises clinicians. Part II presents additional clinician categories and occupations concerned with health care administration duties. Part III discusses health-related technologists and technicians as well as aides and assistants. Part IV describes behavioral and allied health occupations. DATA SOURCES Data for this Chartbook come primarily from two federal agencies: the U.S. Census Bureau and the U.S. Department of Education. The U.S. Census Bureau s American Community Survey (ACS): The ACS, a household survey, provides detailed self-reported data including demographic information (e.g., age, race, and sex data) on individuals working in the health occupations and is the major source of data for this report. The U.S. Department of Education s Integrated Postsecondary Education System (IPEDS): IPEDS data are used to measure the educational pipeline into the health occupations. IPEDS provides enrollment and graduation data on an annual basis for all institutions that receive or apply for federal funds. The number of graduates, by degree type, is presented for occupations for which there is a specific educational pathway into the occupation. No data are reported for those occupations without a distinct educational pathway. Descriptions of the educational and training requirements for the various occupations have been obtained from the BLS, Occupational Outlook Handbook, Edition. Also, data from HRSA s Area Resource File (ARF) are included in this Chartbook. The ARF is a comprehensive, county-level source of health workforce and other health resources data. Included in the ARF are data from the American College of Nurse-Midwives (ACNM) and the Centers for Medicare & Medicaid Services National Provider Identification (NPI) file. The NPI file contains data on health professionals that require unique identification for federal billing (e.g., Medicare and Medicaid), private insurance, and other purposes. In this report, NPI data in the ARF have been used for cases in which ACS data were not available (i.e., nurse practitioners and nurse anesthetists). Details on the data sources, definitions and analysis, and other information provided in the Chartbook are available in the The U.S. Health Workforce Chartbook: Technical Documentation, which can be found at Also, more detailed information on the work settings used in this report can be found on the U.S. Census Bureau website at 2 The U.S. Health Workforce Chartbook- Part II November 2013
9 The following table lists each of the selected occupations in Part II of The U.S. Health Workforce Chartbook along with the associated total workforce estimates from the ACS. Part II: Clinicians and Health Administration Total Occupation Workforce Chiropractors 56, Vision Health 2.1 Optometrist 36, Opticians, Dispensing 54, Health Administration 3.1 Medical and Health Services Managers 560, Medical Secretaries 652, Veterinarians 78,875 4 Total workforce from HRSA analysis of the ACS PUMS, November 2013 The U.S. Health Workforce Chartbook- Part II 3
10 1.0 CHIROPRACTORS An estimated 56,979 individuals in the U.S. workforce reported their occupation as chiropractor. 5 The required education for chiropractors is a doctoral or professional degree. 6 Current Distribution Figure 1: Chiropractors per 100,000 Working-Age Population, by State * ** *Note: Estimated ratios in states with a relative standard error (RSE) > 20% should be used with caution because of large sampling error. **Data are not reported at the state level, because the RSE 30%; estimate does not meet standards of reliability. 5 Total workforce from Special Tabulations of the ACS PUMS, BLS, Occupational Outlook Handbook, Edition. 4 The U.S. Health Workforce Chartbook- Part II November 2013
11 Figure 2: Number of Chiropractors, by State * ** *Note: Estimates in states with an RSE > 20% should be used with caution because of large sampling error. **Data are not reported at the state level, because the RSE 30%; estimate does not meet standards of reliability. Figure 3: Distribution of Chiropractors, by Work Setting Chiropractor Offices, 95.8% All Other Settings, 4.2% November 2013 The U.S. Health Workforce Chartbook- Part II 5
12 Figure 4: Distribution of Chiropractors, by Sex and Age Female 25.5% Male 74.5% 100.0% 80.0% 60.0% 40.0% 20.0% 0.0% 31.7% 21.7% Less than 35 years 50.3% Health Care Workforce 60.1% 18.0% 18.2% years More than 55 years Chiropractors Note: The Health Care Workforce in this figure refers to the health occupations covered in this report. Figure 5: Distribution of Chiropractors, by Race/Ethnicity, Relative to the Working-Age Population White 66.9% 89.4% Black/African American 1.8%* 11.8% Hispanic/Latino Asian/Native Hawaiian/Pacific Islander American Indian/Alaska Native Multiple/Other Race 3.4% 4.9% 3.9% 0.6% ** 1.5% 1.4%* 14.2% 0.0% 20.0% 40.0% 60.0% 80.0% 100.0% U.S. Population 16 and Older Chiropractors Note: Percentages may not total 100, because of rounding. *Note: 20% < RSE < 30%; estimate should be used with caution because of large sampling error. ** RSE > 30%; estimate does not meet standards of reliability. Graduates The total number of chiropractic graduates at the doctoral level in the 2009 to 2010 academic year was 2, Special Tabulations of the National Center for Education Statistics IPEDS, The U.S. Health Workforce Chartbook- Part II November 2013
13 2.0 VISION HEALTH Vision health occupations described in this section include: 2.1 Optometrists; and 2.2 Opticians, Dispensing. 2.1 Optometrists An estimated 36,858 individuals in the U.S. workforce reported their occupation as optometrist. 8 The required education for optometrists is a doctoral degree. 9 Current Distribution Figure 6: Optometrists per 100,000 Working-Age Population, by State * ** *Note: Estimated ratios in states with an RSE > 20% should be used with caution because of large sampling error. **Data are not reported at the state level, because the RSE 30%; estimate does not meet standards of reliability. 8 Total workforce from Special Tabulations of the ACS PUMS, BLS, Occupational Outlook Handbook, Edition. November 2013 The U.S. Health Workforce Chartbook- Part II 7
14 Figure 7: Number of Optometrists, by State * ** *Note: Estimates in states with an RSE > 20% should be used with caution because of large sampling error. **Data are not reported at the state level, because the RSE 30%; estimate does not meet standards of reliability. Figure 8: Distribution of Optometrists, by Work Setting Health and Personal Care Stores, Except Drug Stores, 8.0% Optometrist Offices, 79.4% Physician Offices, 3.4% All Other Settings, 9.2% 8 The U.S. Health Workforce Chartbook- Part II November 2013
15 Figure 9: Distribution of Optometrists, by Sex and Age Female 38.4% Male 61.6% 100.0% 80.0% 60.0% 50.3% 56.6% 40.0% 31.7% 21.8% 20.0% 18.0% 21.6% 0.0% Less than 35 years years More than 55 years Health Care Workforce Optometrists Note: The Health Care Workforce in this figure refers to the health occupations covered in this report. Figure 10: Distribution of Optometrists, by Race/Ethnicity, Relative to the Working-Age Population White 66.9% 79.7% Black/African American Hispanic/Latino Asian/Native Hawaiian/Pacific Islander American Indian/Alaska Native Multiple/Other Race 1.9%* 3.8% 4.9% 0.6% ** 1.5% ** 11.8% 14.2% 12.8% 0.0% 20.0% 40.0% 60.0% 80.0% 100.0% U.S. Population 16 and Older Optometrists Note: Percentages may not total 100, because of rounding. *Note: 20% < RSE < 30%; estimate should be used with caution because of large sampling error. **RSE > 30%; estimate does not meet standards of reliability. Graduates The total number of optometry graduates at the doctoral level in the 2009 to 2010 academic year was 1, Special Tabulations of the National Center for Education Statistics IPEDS, November 2013 The U.S. Health Workforce Chartbook- Part II 9
16 2.2 Opticians, Dispensing An estimated 54,375 individuals in the U.S. workforce reported their occupation as dispensing optician. 11 The typical entry-level education for dispensing opticians is a high school diploma or equivalent. 12 Current Distribution Figure 11: Dispensing Opticians per 100,000 Working-Age Population, by State * ** *Note: Estimated ratios in states with an RSE > 20% should be used with caution because of large sampling error. **Data are not reported at the state level, because the RSE 30%; estimate does not meet standards of reliability. 11 Total workforce from Special Tabulations of the ACS PUMS, BLS, Occupational Outlook Handbook, Edition. 10 The U.S. Health Workforce Chartbook- Part II November 2013
17 Figure 12: Number of Dispensing Opticians, by State * ** *Note: Estimates in states with an RSE > 20% should be used with caution because of large sampling error. **Data are not reported at the state level, because the RSE 30%; estimate does not meet standards of reliability. Figure 13: Distribution of Dispensing Opticians, by Work Setting Optometrist Offices, 23.5% Health and Personal Care Stores, Except Drug Stores, 62.2% Physician Offices, 4.6% All Other Settings, 9.7% November 2013 The U.S. Health Workforce Chartbook- Part II 11
18 Figure 14: Distribution of Dispensing Opticians, by Sex and Age Female 70.3% Male 29.7% 100.0% 80.0% 60.0% 40.0% 20.0% 0.0% 31.7% 27.5% Less than 35 years Health Care Workforce Note: The Health Care Workforce in this figure refers to the health occupations covered in this report. 50.3% 52.2% 18.0% 20.3% years More than 55 years Dispensing Opticians Figure 15: Distribution of Dispensing Opticians, by Race/Ethnicity, Relative to the Working-Age Population White 66.9% 74.4% Black/African American Hispanic/Latino Asian/Native Hawaiian/Pacific Islander American Indian/Alaska Native Multiple/Other Race 11.8% 6.5% 14.2% 11.9% 4.9% 4.0% 0.6% * 1.5% 2.3%** 0.0% 20.0% 40.0% 60.0% 80.0% 100.0% U.S. Population 16 and Older Note: Percentages may not total 100, because of rounding. *Note: RSE > 30%; estimate does not meet standards of reliability. **20% < RSE < 30%; estimate should be used with caution because of large sampling error. Dispensing Opticians 12 The U.S. Health Workforce Chartbook- Part II November 2013
19 3.0 HEALTH ADMINISTRATION Health Administration occupations described in this section include: 3.1 Medical and Health Services Managers; and 3.2 Medical Secretaries. 3.1 Medical and Health Services Managers An estimated 560,870 individuals in the U.S. workforce reported their occupation as medical and health services manager. 13 The typical entry-level education for medical and health services managers is a bachelor s or master s degree. 14 Current Distribution Figure 16: Medical and Health Services Managers per 100,000 Working-Age Population, by State * *Note: Estimated ratios in states with an RSE > 20% should be used with caution because of large sampling error. 13 Total workforce from Special Tabulations of the ACS PUMS, BLS, Occupational Outlook Handbook, Edition. November 2013 The U.S. Health Workforce Chartbook- Part II 13
20 Figure 17: Number of Medical and Health Services Managers, by State * *Note: Estimates in states with an RSE > 20% should be used with caution because of large sampling error. Figure 18: Distribution of Medical and Health Services Managers, by Work Setting Other Health Care Services, 18.3% Nursing Care Facilities, 12.2% Hospitals, 41.7% Outpatient Care Centers, 10.9% Physician Offices, 7.1% All Other Settings, 9.8% 14 The U.S. Health Workforce Chartbook- Part II November 2013
21 Figure 19: Distribution of Medical and Health Services Managers, by Sex and Age Female 69.4% Male 30.6% 100.0% 80.0% 60.0% 40.0% 20.0% Note: The Health Care Workforce in this figure refers to the health occupations covered in this report. Figure 20: Distribution of Medical and Health Services Managers, by Race/Ethnicity, Relative to the Working-Age Population 0.0% 31.7% 15.9% Less than 35 years Health Care Workforce 50.3% 61.7% 18.0% 22.4% years More than 55 years Medical Health Services Managers White 66.9% 74.3% Black/African American Hispanic/Latino Asian/Native Hawaiian/Pacific Islander American Indian/Alaska Native Multiple/Other Race 11.8% 11.8% 14.2% 7.6% 4.9% 4.8% 0.6% 0.5% 1.5% 1.1% 0.0% 20.0% 40.0% 60.0% 80.0% 100.0% U.S. Population 16 and Older Note: Percentages may not total 100, because of rounding. Medical and Health Services Managers Graduates The total number of post-secondary graduates at the bachelor s or master s levels for medical and health services managers in the 2009 to 2010 academic year was 13,660. Of these, 51.5 percent of graduates received a bachelor s degree, and 48.5 percent of graduates received a master s degree Special Tabulations of the National Center for Education Statistics IPEDS, November 2013 The U.S. Health Workforce Chartbook- Part II 15
22 3.2 Medical Secretaries An estimated 652,618 individuals in the U.S. workforce reported their occupation as medical secretary. 16 The required education for medical secretaries is a high school diploma or equivalent. 17 Current Distribution Figure 21: Medical Secretaries per 100,000 Working-Age Population, by State * *Note: Estimated ratios in states with an RSE > 20% should be used with caution because of large sampling error. 16 Total workforce from Special Tabulations of the ACS PUMS, BLS, Occupational Outlook Handbook, Edition. 16 The U.S. Health Workforce Chartbook- Part II November 2013
23 Figure 22: Number of Medical Secretaries, by State * *Note: Estimates in states with an RSE > 20% should be used with caution because of large sampling error. Figure 23: Distribution of Medical Secretaries, by Work Setting Physician Offices, 21.6% Dentist Offices, 9.9% Outpatient Care Centers, 9.0% Hospitals, 38.4% Other Health Care Services, 7.5% All Other Settings, 13.7% November 2013 The U.S. Health Workforce Chartbook- Part II 17
24 Figure 24: Distribution of Medical Secretaries, by Sex and Age Male 2.9% Female 97.1% 100.0% 80.0% 60.0% 50.3% 51.3% 40.0% 31.7% 26.8% 20.0% 18.0% 21.9% 0.0% Less than 35 years years More than 55 years Health Care Workforce Medical Secretaries Note: The Health Care Workforce in this figure refers to the health occupations covered in this report. Figure 25: Distribution of Medical Secretaries, by Race/Ethnicity, Relative to the Working-Age Population White 66.9% 73.0% Black/African American Hispanic/Latino Asian/Native Hawaiian/Pacific Islander American Indian/Alaska Native Multiple/Other Race 11.8% 11.9% 14.2% 10.2% 4.9% 3.1% 0.6% 0.4% 1.5% 1.4% Note: Percentages may not total 100, because of rounding. 0.0% 20.0% 40.0% 60.0% 80.0% 100.0% U.S. Population 16 and Older Medical Secretaries 18 The U.S. Health Workforce Chartbook- Part II November 2013
25 4.0 VETERINARIANS An estimated 78,875 individuals in the U.S. workforce reported their occupation as veterinarian. 18 The required education for veterinarians is a doctoral degree. 19 Background In addition to providing care for animals, veterinarians contribute to the improvement of human and public health by advancing biomedical and comparative medical research, preventing and addressing infectious diseases that are transmitted from animals to humans, and helping to manage 21st century public health challenges. 20 Figure 26: Veterinarians per 100,000 Working-Age Population, by State * ** *Note: Estimated ratios in states with an RSE > 20% should be used with caution because of large sampling error. **Data are not reported at the state level, because the RSE 30%; estimate does not meet standards of reliability. 18 Total workforce from Special Tabulations of the ACS PUMS, BLS, Occupational Outlook Handbook, Edition. 20 Centers for Disease Control and Prevention. (2006). Veterinary medicine and public health at CDC. Morbidity and Mortality Weekly Report, 55(Suppl. 2), 7 9. November 2013 The U.S. Health Workforce Chartbook- Part II 19
26 Figure 27: Number of Veterinarians, by State * ** *Note: Estimates in states with an RSE > 20% should be used with caution because of large sampling error. **Data are not reported at the state level, because the RSE 30%; estimate does not meet standards of reliability. Figure 28: Distribution of Veterinarians, by Work Setting Veterinary Services, 90.3% All Other Settings, 9.7% Note: Percentages may not total 100, because of rounding. 20 The U.S. Health Workforce Chartbook- Part II November 2013
27 Figure 29: Distribution of Veterinarians, by Sex and Age Female 50.4% Male 49.6% 100.0% 80.0% 60.0% 40.0% 20.0% 31.7% 23.7% 50.3% 55.5% 18.0% 20.8% 0.0% Less than years More than 35 years 55 years Health Care Workforce Veterinarians Note: The Health Care Workforce in this figure refers to the health occupations covered in this report. Figure 30: Distribution of Veterinarians, by Race/Ethnicity, Relative to the Working-Age Population White 66.9% 91.1% Black/African American Hispanic/Latino Asian/Native Hawaiian/Pacific Islander American Indian/Alaska Native Multiple/Other Race 1.6%* 3.5% 4.9% 2.3% 0.6% 0.4%* 1.5% 1.1%* 11.8% 14.2% 0.0% 20.0% 40.0% 60.0% 80.0% 100.0% U.S. Population 16 and Older Veterinarians Note: Percentages may not total 100, because of rounding. *Note: 20% < RSE < 30%; estimate should be used with caution because of large sampling error. Graduates The total number of veterinary graduates at the doctoral level in the 2009 to 2010 academic year was 2, Special Tabulations of the National Center for Education Statistics IPEDS, November 2013 The U.S. Health Workforce Chartbook- Part II 21
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