ATT_13_GSS_Worksheet_2022

Survey of Graduate Students and Postdoctorates in Science and Engineering

ATT_13_GSS_Worksheet_2022

OMB: 3145-0062

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Worksheet for
Survey of Graduate Students and Postdoctorates
in Science and Engineering
Fall 2022
National Science Foundation and National Institutes of Health

Dear Colleague,
This document provides a worksheet and instructions to help you compile your answers to the Survey
of Graduate Students and Postdoctorates in Science and Engineering (GSS). It is intended as an aid
for use with the GSS Web survey. Please read page 2 for more information about preparing and
submitting your information.
RTI International, the survey contractor for the GSS, provided the 2022 GSS survey materials to the
individual selected as the School Coordinator for your school. The School Coordinator is responsible
for monitoring your institution’s responses to the survey and will be in touch with you about completing
and submitting your survey response to NSF. Responses are due on February 28, 2023.
The GSS, conducted since 1966, is an annual survey that provides information on the training of the
future labor force in the science, engineering, and health fields. Your timely response helps us
minimize the cost of follow-ups and ensures that we accurately represent your institution in national
statistical tables.
We appreciate the time and effort you devote to providing this important information.
If you have questions, please e-mail RTI at [email protected] or call RTI toll-free at 1-866-558-0781.
Please submit the information on this worksheet via the Web survey at https://nsfgss.org/2022.
Sincerely,

Emilda Rivers
Director
National Center for Science and
Engineering Statistics
National Science Foundation

P. Kay Lund, Ph.D.
Director
Division of Biomedical Research Workforce
Office of Extramural Research
National Institutes of Health

This information is solicited under the authority of the National Science Foundation Act of 1950, as amended. All information provided will be used for
statistical purposes only. Response is entirely voluntary, and failure to provide some or all of the information will in no way adversely affect your institution.
The average time required for questionnaire completion is 2.7 hours. Response burden comments should be directed to Suzanne Plimpton, Reports
Clearance Officer, NSF, via e-mail at [email protected].
Form approved
OMB No. 3145-0062
Expires 08/31/2023

WP2022SC

Survey Information
Welcome to the 2022 Survey of Graduate Students and Postdoctorates in Science and Engineering (GSS)
data collection. The GSS asks for counts of the following information by organizational unit (unit):
•

Master’s Students:
o Part-time master’s students by demographics, including citizenship, ethnicity, race, and sex.
o Full-time master’s students by demographics, including citizenship, ethnicity, race, and sex.
o Full-time master’s students by financial support, including funding agency (e.g., NSF, NIH) and
mechanism (e.g., training grant, fellowship).

•

Doctoral Students:
o Part-time doctoral students by demographics, including citizenship, ethnicity, race, and sex.
o Full-time doctoral students by demographics, including citizenship, ethnicity, race, and sex.
o Full-time doctoral students by financial support, including funding agency (e.g., NSF, NIH) and mechanism
(e.g., training grant, fellowship).

•

Postdoctoral Researchers (Postdocs):
o Demographics, including citizenship, ethnicity, race, and sex.
o Financial support, including funding agency (e.g., NSF, NIH) and mechanism (e.g., training grant,
fellowship).
o Type of degree (professional, PhD, or PhD equivalent) and origin of degree (U.S. or foreign).

•

Other Doctorate-Holding Nonfaculty Researchers (NFRs):
o Sex and type of degree (professional, PhD, or PhD equivalent).

If you need additional copies of this worksheet, please visit the GSS Web survey site
(https://nsfgss.org/2022) to download additional copies.
For Glossary terms used in the GSS, please refer to the Glossary starting on page 14.

Submissions
Deadline
Submit the data to NSF by February 28, 2023.
Online Submissions
This worksheet is designed to aid you in gathering information for the GSS Web instrument.
•

Use the GSS Web instrument for instructions on how to submit the information on this worksheet.

•

Access the GSS instructions and materials at (https://nsfgss.org/2022) using the ID and password you
received by e-mail.

•

If you’ve lost the ID and password sent by your School Coordinator or have not yet received an ID and
password, please contact the survey help desk toll-free at 1-866-558-0781, or e-mail us at [email protected].

A. What is the name of this organizational unit?
Organizational units (“units”) include teaching units (departments or programs) and research
units (research centers or health care facilities). This term replaces terms used previously:
department, program, research center, health care facility.
B. Who is the primary contact for your organizational unit, or the person assigned to
complete this survey response (i.e., Unit Respondent)?
Institution name
First name
Last name
Title
Telephone
Telephone extension
E-mail

C. Who is the alternative contact if the primary contact is not available? Examples include
your supervisor, the data preparer, or another coworker.
First name
Last name
Title
Telephone
Telephone extension
E-mail

D. As of fall 2022, what degrees are offered by this organizational unit?
 PhD or PhD equivalent degree (e.g. ScD or DEng) only → Skip to Question 2B
 Master’s degrees only (exclude certificates) → Continue with Question 2A
 Both master’s and PhD or PhD equivalent degrees → Continue with Question 2A
 No master’s, PhD or PhD equivalent degrees offered → Skip to Question 5A

How many master’s students were enrolled part-time for credit in this organizational unit in fall
2022 in each category below? Use your institution's definition of part-time. (Full-time enrollment is
collected in Question 3A.)

 Check this box if this unit had no eligible part-time master’s students
• Count only students enrolled part-time for credit in an eligible master’s degree program.
• Count students enrolled in more than one organizational unit in only one home unit.
• Count students enrolled in more than one eligible degree program in the unit where the students are
pursuing the highest degree.
Include
• Part-time students pursuing a master’s degree.
• Part-time master’s students concurrently enrolled in a professional degree program (e.g., MD, DDS, DO,
DPT, DVM).
• Part-time master’s students who already hold a graduate or professional degree and are seeking an
additional master’s degree.
Exclude
• Part-time master’s students concurrently enrolled in an eligible doctoral program (count them in that
program).
• Part-time master’s students enrolled at a branch or extension center of a U.S. institution in a foreign
country.
Citizenship, Ethnicity, and Race
• Count any master’s student who is Hispanic/Latino, or Hispanic/Latino and any other race, in Row B.
• See the Glossary on page 14 for full definitions of citizenship, ethnicity, and race categories.

Part-time Master’s Students

Citizenship, Ethnicity, and Race of Part-time Master’s Students
(report part-time students in whole numbers)
Foreign nationals holding temporary visas,
regardless of ethnicity or race ...................................................

Male
1

Female
2

Total1
3

U.S. citizens and permanent residents (non-U.S. citizens holding green cards)
• Hispanic/Latino ethnicity (one or more races).........................

• Not Hispanic/Latino (one or more races)
One race, American Indian/Alaska Native ...........................

One race, Asian ....................................................................

One race, Black/African American ........................................

One race, Native Hawaiian/Other Pacific Islander................

One race, White ....................................................................

More than one race (not Hispanic/Latino).............................

• Ethnicity/race unknown or not stated .........................................

Total part-time master’s students (sum Rows A–I)1 .......................

Please explain significant differences from the 2021 survey or provide other comments here.

Row and column totals are calculated automatically if you report on the GSS Web survey.

2022 GSS

How many master’s students were enrolled full-time for credit in this organizational unit in fall 2022
in each category below? Of these, how many full-time master’s students were enrolled for the first
time? Use your institution’s definition of full-time.

 Check this box if this unit had no eligible full-time master’s students, and then skip to Question 2B
 Check this box if this unit had no eligible first-time full-time master’s students
 Check this box if this unit had first-time full-time master’s students but you cannot provide any
information about them
• Count only students enrolled full-time for credit in an eligible master’s degree program.
• Count students enrolled in more than one organizational unit in only one home unit.
• Count students enrolled in more than one eligible degree program in the unit where the students are pursuing
the highest degree.
Include
• Full-time master’s students who already hold a graduate or professional degree and are seeking an additional
master’s degree.

•

Full-time master’s students concurrently enrolled in a professional degree program (e.g., MD, DDS, DO, DPT,
DVM).
Exclude
• Full-time master’s students concurrently enrolled in an eligible doctoral program (count them in that program).
• Full-time master’s students enrolled at a branch or extension center of a U.S. institution in a foreign country.
First-time enrollment for full-time master’s students

•

First-time master’s students are those enrolled for credit in a master’s degree program in this unit for the firsttime in fall 2022. This may include master’s students previously enrolled in another graduate degree program
at your institution or at another institution and students that already hold another graduate or professional
degree.
Citizenship, Ethnicity, and Race
• Count any master’s student who is Hispanic/Latino, or Hispanic/Latino and any other race, in Row B.

•

See the Glossary on page 14 for full definitions of citizenship, ethnicity, and race categories.

Full-time Master’s Students
Citizenship, Ethnicity, and Race of Full-time Master’s Students
(report full-time students in whole numbers)

Male
1

Foreign nationals holding temporary visas, regardless of
ethnicity or race ..................................................................

Of Col. 3 total, how many are
first-time?

Total full-time

Female Total1
2

Male
4

Female Total1
5

U.S. citizens and permanent residents (non-U.S. citizens holding green cards)
• Hispanic/Latino ethnicity (one or more races) ..................... B
• Not Hispanic/Latino (one or more races)
One race, American Indian/Alaska Native .....................

One race, Asian .............................................................

One race, Black/African American .................................

One race, Native Hawaiian/Other Pacific Islander .........

One race, White .............................................................

More than one race (not Hispanic/Latino) ......................

• Ethnicity/race unknown or not stated .................................. I
Total full-time master’s students (sum Rows A–I)1 ...............

Please explain significant differences from the 2021 survey or provide other comments here.

Row and column totals are calculated automatically if you report on the GSS Web survey.

2022 GSS

How many master’s students enrolled full-time for credit in this organizational unit in fall 2022
received their largest source of financial support from each category below? Report students by
mechanism of support and by sex. Use your institution’s definition of full-time.
 Check this box if this unit had no eligible full-time master’s students
• Count only students enrolled full-time for credit in an eligible master’s degree program.
• Count students enrolled in more than one organizational unit in only one home unit.
• Count students enrolled in more than one eligible degree program in the unit where the students are pursuing
the highest degree.
• If a master’s student receives support from two or more sources equally, select one to report as the primary
source.
• See the Glossary on page 14 for definitions of terms used in Question 4A.
Include
• Full-time master’s students who already hold a graduate or professional degree and are seeking an additional
master’s degree.
• Full-time master’s students concurrently enrolled in a professional degree program (e.g., MD, DDS, DO, DPT,
DVM).
Exclude
• Full-time master’s students concurrently enrolled in an eligible doctoral program (count them in that program).
• Full-time master’s students enrolled at a branch or extension center of a U.S. institution in a foreign country.

Largest Source of Financial Support
(use all graduate academic support—tuition
reimbursement, waivers, stipends, etc.—to
determine largest source)

Full-time Master’s Students
Largest Mechanism of Financial Support
Total by Sex
(report full-time students in whole numbers)
(must sum to
total
Research Teaching
in
Column
6)
Fellow- Trainee- assistant- assistant- Other
ships
ships
ships
ships
support Total1 Male Female
1
2
3
4
5
6
7
8

Federal (e.g., training grants from federal agencies; however, federal loans are reported in Row L)
• Department of Defense .....................

• HHS–NIH Only ..................................

• HHS–Other than NIH ........................ C
• NSF ................................................... D
• Department of Agriculture .................

• NASA ................................................

• Department of Energy ....................... G
• Other federal sources2 ...................... H

Nonfederal (Institutional means the support from your institution: tuition reimbursement, waivers, stipends, etc.)
• Institutional, state/local government ..

• Other U.S. sources ...........................

• Non-U.S. sources ..............................

Self (Student’s own resources means the personal and family financial resources and federal and other loans)
• Student’s own resources ...................

Report in ‘Other support’ and by ‘Sex’

Total full-time master’s students
(sum Rows A–L)1 .............................................M

Please explain significant differences from the 2021 survey or provide other comments here.

1
2

Shaded row and column totals will be automatically calculated if you are responding on the GSS Web survey.
This also includes the Fulbright Program (State Department) and the GI Bill (Department of Veterans Affairs).

2022 GSS

How many doctoral students were enrolled part-time for credit in this organizational unit in fall 2022 in
each category below? Use your institution’s definition of part-time. (Full-time enrollment is collected in
Question 3B.)
 Check this box if this unit had no eligible part-time doctoral students
• Count only students enrolled part-time for credit in an eligible doctoral degree program.
• Count students enrolled in more than one organizational unit in only one home unit.
• Count students enrolled in more than one eligible degree program in the unit where the students are pursuing their
doctoral degree.
Include
• Part-time students pursuing a PhD or PhD equivalent degree, such as an ScD or DEng.
• Part-time PhD candidates (including residents and interns) concurrently enrolled in a professional degree program
(e.g., MD, DDS, DO, DPT, DVM) or a joint medical/PhD program.
• Part-time doctoral students who already hold a graduate or professional degree and are seeking an additional
doctoral degree.
Exclude
• Full-time doctoral students enrolled at a branch or extension center of a U.S. institution in a foreign country.
Citizenship, Ethnicity, and Race
• Count any doctoral student who is Hispanic/Latino, or Hispanic/Latino and any other race, in Row B.
• See the Glossary on page 14 for full definitions of citizenship, ethnicity, and race categories.

Part-time Doctoral Students

Citizenship, Ethnicity, and Race of Part-time Doctoral Students
(report part-time students in whole numbers)
Foreign nationals holding temporary visas,
regardless of ethnicity or race...................................................

Male
1

Female
2

Total1
3

U.S. citizens and permanent residents (non-U.S. citizens holding green cards)
• Hispanic/Latino ethnicity (one or more races) ..............................

• Not Hispanic/Latino (one or more races)
One race, American Indian/Alaska Native ...........................

One race, Asian ....................................................................

One race, Black/African American........................................

One race, Native Hawaiian/Other Pacific Islander ...............

One race, White....................................................................

More than one race (not Hispanic/Latino) ............................

• Ethnicity/race unknown or not stated .........................................

Total part-time doctoral students (sum Rows A–I)1 .......................

Please explain significant differences from the 2021 survey or provide other comments here.

Row and column totals are calculated automatically if you report on the GSS Web survey.

2022 GSS

How many doctoral students were enrolled full-time for credit in this organizational unit in fall 2022 in
each category below? Of these, how many full-time doctoral students were enrolled for the first time?
Use your institution’s definition of full-time.

 Check this box if this unit had no eligible full-time doctoral students, and then skip to Question 5A
 Check this box if this unit had no eligible first-time full-time doctoral students
 Check this box if this unit had first-time full-time doctoral students but you cannot provide any information
about them
• Count only students enrolled full-time for credit in an eligible doctoral degree program.
• Count students enrolled in more than one organizational unit in only one home unit.
• Count students enrolled in more than one degree program in the unit where the students are pursuing their eligible
doctoral degree.
Include
• Full-time students pursuing a PhD or PhD equivalent degree, such as an ScD or DEng.
• Full-time PhD candidates (including residents and interns) concurrently enrolled in a professional degree program
(e.g., MD, DDS, DO, DPT, DVM) or a joint medical/PhD program.
• Full-time doctoral students who already hold a graduate or professional degree and are seeking an additional
doctoral degree.
Exclude
• Full-time doctoral students enrolled at a branch or extension center of a U.S. institution in a foreign country.
First-time enrollment for full-time doctoral students

•

First-time doctoral students are those enrolled for credit in a doctoral degree program in this unit for the first time
in fall 2022. This may include doctoral students previously enrolled in another graduate degree program at your
institution or at another institution, and doctoral students that already hold another graduate or professional
degree.
Citizenship, Ethnicity, and Race
• Count any doctoral student who is Hispanic/Latino, or Hispanic/Latino and any other race, in Row B.
• See the Glossary on page 14 for full definitions of citizenship, ethnicity, and race categories.

Full-time Doctoral Students
Citizenship, Ethnicity, and Race of Full-time Doctoral Students
(report full-time students in whole numbers)

Male
1

Foreign nationals holding temporary visas, regardless of
ethnicity or race ..............................................................

Of Col. 3 total, how many are
first-time?

Total full-time

Female Total1
2

Male
4

Female Total1
5

U.S. citizens and permanent residents (non-U.S. citizens holding green cards)
• Hispanic/Latino ethnicity (one or more races) .....................

• Not Hispanic/Latino (one or more races)
One race, American Indian/Alaska Native .................

One race, Asian..........................................................

One race, Black/African American .............................

One race, Native Hawaiian/Other Pacific Islander .....

One race, White .........................................................

More than one race (not Hispanic/Latino) ..................

• Ethnicity/race unknown or not stated ..................................
Total full-time doctoral students (sum Rows A–I)1 ............

I
J

Please explain significant differences from the 2021 survey or provide other comments here.

Row and column totals are calculated automatically if you report on the GSS Web survey.

2022 GSS

How many doctoral students enrolled full-time for credit in this organizational unit in fall 2022 received
their largest source of financial support from each category below? Report students by mechanism of
support and by sex. Use your institution’s definition of full-time.
 Check this box if this unit had no eligible full-time doctoral students
• Count only students enrolled full-time for credit in an eligible doctoral degree program.
• Count students enrolled in more than one organizational unit in only one home unit.
• Count students enrolled in more than one degree program in the unit where the students are pursuing their eligible
doctoral degree.
• If a doctoral student receives support from two or more sources equally, select one to report as the primary source.
• See the Glossary on page 14 for definitions of terms used in Question 4B.
Include
• Full-time students pursuing a PhD or PhD equivalent degree, such as an ScD or DEng.
• Full-time PhD candidates (including residents and interns) concurrently enrolled in a professional degree program
(e.g., MD, DDS, DO, DPT, DVM) or a joint medical/PhD program.
• Full-time doctoral students who already hold a graduate or professional degree and are seeking an additional
doctoral degree.
Exclude
• Full-time doctoral students enrolled at a branch or extension center of a U.S. institution in a foreign country.

Full-time Doctoral Students
Largest Source of Financial Support
(use all graduate academic support—tuition
reimbursement, waivers, stipends, etc.—to
determine largest source)

Largest Mechanism of Financial Support
Total by Sex
(report full-time students in whole numbers)
(must sum to total
Research Teaching
in Column 6)
Fellow- Trainee- assistant- assistant- Other
ships
ships
ships
ships
support Total1
Male Female
1
2
3
4
5
6
7
8

Federal (e.g., training grants from federal agencies; however, federal loans are reported in Row L)
• Department of Defense ........................ A
• HHS–NIH Only ..................................... B
• HHS–Other than NIH ............................ C
• NSF ...................................................... D
• Department of Agriculture .................... E
• NASA .................................................... F
• Department of Energy .......................... G
• Other federal sources2.......................... H

Nonfederal (Institutional means the support from your institution: tuition reimbursement, waivers, stipends, etc.)
• Institutional, state/local government ..... I
• Other U.S. sources ............................... J
• Non-U.S. sources ................................. K

Self (Student’s own resources means the personal and family financial resources and federal and other loans)
• Student’s own resources ...................... L

Report in ‘Other support’ and by ‘Sex’

Total full-time doctoral students

M
(sum Rows A–L)1.................................................

Please explain significant differences from the 2021 survey or provide other comments here.

1
2

2022 GSS

In fall 2022, how many postdocs did this organizational unit have in each category below? Please do
not count other doctorate-holding nonfaculty researchers. (Information on other doctorate-holding
nonfaculty researchers is collected in Question 6.)
 Check this box if this unit had no postdocs and then skip to Question 6
 Check this box if this unit had postdocs but you cannot provide any information about them
• Count individuals in one and only one unit.
• Include clinical fellows if the primary purpose of the appointment is research training.
• Exclude postdocs with appointments in residency training programs.
• Count postdocs who are Hispanic/Latino, or Hispanic/Latino and any other race, in Row B only.
• Please use your institution’s definition of postdoc. See the Glossary on page 14 for full definitions of citizenship,
ethnicity, and race categories.

Citizenship, Ethnicity, and Race of Postdocs

Male
1

(report postdocs in whole numbers)

Female
2

Total1
3

Foreign nationals holding temporary visas,
regardless of ethnicity or race ................................... A
U.S. citizens and permanent residents (non-U.S. citizens holding green cards)
• Hispanic/Latino ethnicity (one or more races) ........... B
• Not Hispanic/Latino (one or more races)
One race, American Indian/Alaska Native ............ C
One race, Asian .................................................... D
One race, Black/African American ........................ E
One race, Native Hawaiian/Other Pacific Islander F
One race, White .................................................... G
More than one race (not Hispanic/Latino) ............. H
• Ethnicity/race unknown or not stated .........................

Total Postdocs (sum Rows A–I)1 ..................................... J
Please explain significant differences from the 2021 survey or provide other comments here.

Row and column totals are calculated automatically if you report on the GSS Web survey.

2022 GSS

In this organizational unit in fall 2022, how many postdocs received their largest source of financial
support from each category below? Please do not count other doctorate-holding nonfaculty
researchers.
 Check this box if this unit had no postdocs
 Check this box if this unit had postdocs but you cannot provide any information about them
•

Count individuals in one and only one unit.

•

Include clinical fellows if the primary purpose of the appointment is research training.

•

Exclude postdocs with appointments in residency training programs.

•

Please use your institution’s definition of postdoc. See the Glossary on page 14 for definitions of other terms
used in Question 5B.

Largest Mechanism of Financial Support
(report postdocs in whole numbers)
Largest Source of Financial Support

Fellowships
1

Traineeships
2

Research
grants
3

Other
support
4

Total1
5

Federal (e.g., training grants from federal sources)
• Department of Defense ............................

• HHS–NIH Only .........................................

• HHS–Other than NIH ............................... C
• NSF .......................................................... D
• Department of Agriculture ........................

• NASA .......................................................

• Department of Energy .............................. G
• Other federal sources .............................. H

Sub-total, Federal (sum Rows A–H)1 ........

Nonfederal
• Institutional, state/local government .......

• Other U.S. sources.................................

• Non-U.S. sources ...................................

Sub-total, Nonfederal (sum Rows J–L) ... M
Personal resources ................................... N Report under ‘Other support’ (and in ’Total’)
Unknown or not stated ............................. O
Total Postdocs (sum Rows I, M, N, & O)1 ... P
Total Postdocs, Male .................................... Q
Total Postdocs, Female ............................... R
Please explain significant differences from the 2021 survey or provide other comments here.

Shaded row and column totals will be automatically calculated if you are responding on the GSS Web survey.

2022 GSS

5C1

Please report the number of postdocs in this organizational unit in fall 2022 by type of doctoral
degree and by mechanism of support.
 Check this box if this unit had no postdocs
 Check this box if this unit had postdocs but you cannot provide any information about them
Largest Mechanism of Financial Support
(report postdocs in whole numbers)

Type of Doctoral Degree

Fellowships
1

• Postdocs with a professional degree (e.g., MD,
DVM, DO, DDS) ...................................................

• Postdocs with a doctoral degree (e.g., PhD, ScD,
DEng) ...................................................................

• Postdocs with both professional and doctoral
degree (e.g., MD-PhD, DVM-PhD) ......................

• Postdocs with doctoral degree type unknown .....
Total Postdocs (determined from 5B)1............................

Traineeships
2

Research
grants
3

Other
support
4

Total1
5

D
E

Please explain significant differences from the 2021 survey or provide other comments here.

Shaded row and column totals will be automatically calculated if you are responding on the GSS Web survey.

5C2

Please report the number of postdocs in this organizational unit in fall 2022 by type of doctoral
degree and by citizenship.
Postdocs
U.S. citizens and Foreign nationals
permanent
with temporary
residents
visas
1
2

Type of Doctoral Degree

• Postdocs with a professional degree (e.g., MD,
DVM, DO, DDS) ...................................................

• Postdocs with a doctoral degree (e.g., PhD, ScD,
DEng) ...................................................................

• Postdocs with both professional and doctoral
degree (e.g., MD-PhD, DVM-PhD) ......................

• Postdocs with doctoral degree type unknown .....

Total Postdocs (determined from 5A)1 .......................

Total1
3

Please explain significant differences from the 2021 survey or provide other comments here.

Shaded row and column totals will be automatically calculated if you are responding on the GSS Web survey.

2022 GSS

5C3

Please report the number of postdocs in this organizational unit in fall 2022 by origin of doctoral
degree.

Total1

Origin of Doctoral Degree
• Postdocs who received their doctoral degree in the United States (including Puerto Rico
and the U.S. territories) ........................................................................................................

• Postdocs who received their doctoral degree in a foreign country ...................................

• Postdocs with origin of doctoral degree unknown ..............................................................

Total Postdocs (sum Rows A–C)1...........................................................................................

Please explain significant differences from the 2021 survey or provide other comments here.

Shaded row and column totals will be automatically calculated if you are responding on the GSS Web survey.

Please report the number of other doctorate-holding nonfaculty researchers in this organizational unit
in fall 2022 by sex and type of doctoral degree. This includes individuals who are not considered
postdocs or members of the faculty and who are primarily involved in research.
 Check this box if this unit had no other doctorate-holding nonfaculty researchers
 Check this box if this unit had other doctorate-holding nonfaculty researchers but you cannot provide
any information about them
Nonfaculty Researchers

Type of Doctoral Degree

Male
1

Female
2

Total1
3

• Nonfaculty researchers with a professional degree
(e.g., MD, DVM, DO, DDS)......................................…... A
• Nonfaculty researchers with a doctoral degree
(e.g., PhD, ScD, DEng) .................................................

• Nonfaculty researchers with both professional and
doctoral degree (e.g., MD-PhD, DVM-PhD) ................

• Nonfaculty researchers with doctoral degree type
unknown .......................................................................

Total Nonfaculty Researchers (sum Rows A–D)1 ..............

Please explain significant differences from the 2021 survey or provide other comments here.

Shaded row and column totals will be automatically calculated if you are responding on the GSS Web survey.

2022 GSS

Glossary
Citizenship: Count individuals as either U.S. citizens and
permanent residents or as foreign nationals holding
temporary visas. Do not count foreign students living
outside the United States.
• U.S. citizens and permanent residents: U.S.
citizens, including those from Puerto Rico and the
U.S. territories, and permanent residents holding
green cards.
• Foreign nationals holding temporary visas:
Individuals in the United States on temporary
visas. Individuals who are native residents of
Puerto Rico or a U.S. territory, or permanent
residents holding green cards, should be included
under U.S. citizens and permanent residents. NonU.S. citizens without temporary visas who reside
outside the U.S. and who are enrolled in an online
degree program at a U.S. institution should be
excluded. Do not report foreign nationals by
ethnicity or race.
Classification of Instructional Programs (CIP): This is
an academic discipline taxonomy maintained by the U.S.
Department of Education’s National Center for Education
Statistics (NCES). CIP codes are used for the Integrated
Postsecondary Education Data System (IPEDS) data
collections. Completion of IPEDS surveys is mandatory
for all institutions that participate in federal Title IV
funding. If you are unfamiliar with these codes or are
uncertain whether or not these codes exist on your
campus, you may find it helpful to contact the institutional
research office on your campus.
Department of Agriculture: Financial support from the
U.S. Department of Agriculture (USDA) includes research
assistants working on projects financed out of agency
formula funds, competitive research grants, and
institution fellowship and training grants.
Department of Defense: Financial support from the U.S.
Department of Defense (DOD) including the Departments
of the Army, Navy, and Air Force, as well as other
programs within DOD.
Department of Energy: Financial support from the U.S.
Department of Energy (DOE) research grants, including
those supported by grants at the DOE National
Laboratories.
Doctoral degree (for postdocs): Includes doctorates
such as PhD, ScD, DSc, DEng, DESc, DES, DNSc, DPH,
EdD, DA, DBA, DMA, DM, DSW, DDES, DPA, DPE,
DCM, DHL, DIT, DME, DML, ThD, DFA, JSD, SJD, STD,
and JCD.
Ethnicity: The U.S. Office of Management and Budget
defines ethnicity separately from race (see separate entry
for Race). In this survey, ethnicity refers to whether an
individual is of Hispanic or Latino descent—a person of
2021 GSS: Glossary

Cuban, Mexican, Puerto Rican, South or Central
American, or other Spanish culture or origin, regardless
of race. Also see Hispanic/Latino ethnicity, one or more
races.
Federal sources of support: Financial support provided
by the federal agencies listed. For graduate students,
count students primarily supported by federally
guaranteed student loans (student’s own resources) as
self-supported. See additional entries for the Department
of Defense, the Health and Human Services, the National
Science Foundation, the Department of Agriculture, and
the Department of Energy.
Fellowship: A competitive award (often from a national
competition) to a graduate student or a postdoc.
First-time enrollment: First-time graduate students are
those enrolled for graduate-degree credit in your
organizational unit for the first time in the fall of the
reporting year. This may include graduate students
previously enrolled in another graduate degree program
at your institution or at another institution. It may also
include students who already hold another graduate or
professional degree. Only count full-time, first-time
students in these columns.
Foreign nationals holding temporary visas: Individuals
in the United States on temporary visas. Individuals who
are native residents of Puerto Rico or a U.S. territory, or
permanent residents holding green cards, should be
included under U.S. citizens and permanent residents.
Non-U.S. citizens without temporary visas who reside
outside the United States and who are enrolled in an
online degree program at a U.S. institution should be
excluded. Do not report foreign nationals by ethnicity or
race.
Full-time student: Use your institution's policy and
definition to count full-time students.
GSS
(Survey
of
Graduate
Students
and
Postdoctorates in Science and Engineering): An
annual survey collecting information about graduate
enrollment, postdoctoral researchers, and doctoral
degree–holding nonfaculty researchers in science,
engineering, and selected health fields. Jointly sponsored
by NSF and NIH, the GSS provides a comprehensive
picture of the training of future scientists, engineers, and
health professionals in U.S. graduate schools.
Health and Human Services (HHS): Report financial
support from the institutes or divisions of the National
Institutes of Health (NIH) under HHS-NIH Only. Report
support from all other components of the U.S. Department
of Health and Human Services (HHS) under HHS-Other
than NIH. See HHS–National Institutes of Health (NIH)
Only and HHS–Other than NIH.
14

HHS–National Institutes of Health (NIH) Only:
Financial support received from the following
organizations within the National Institutes of Health
(NIH):
• John E. Fogarty International Center
• National Cancer Institute
• National Center for Advancing Translational
Sciences
• National Center for Complementary and
Integrative Health
• National Eye Institute
• National Heart, Lung, and Blood Institute
• National Human Genome Research Institute
• National Institute of Allergy and Infectious
Diseases
• National
Institute
of
Arthritis
and
Musculoskeletal and Skin Diseases
• National Institute of Biomedical Imaging and
Bioengineering
• National Institute of Child Health and Human
Development
• National Institute of Dental and Craniofacial
Research
• National Institute of Diabetes and Digestive
and Kidney Diseases
• National Institute of Environmental Health
Sciences
• National Institute of General Medical
Sciences
• National Institute of Mental Health
• National Institute of Neurological Disorders
and Stroke
• National Institute of Nursing Research
• National Institute on Aging
• National Institute on Alcohol Abuse and
Alcoholism
• National Institute on Deafness and Other
Communication Disorders
• National Institute on Drug Abuse
• National Institute on Minority Health and
Health Disparities
• National Library of Medicine
• NIH Office of the Director
HHS–other than NIH: Other than NIH, the U.S.
Department of Health and Human Services (HHS)
includes the following organizations:
•

Administration for Children and Families

•

Agency for Healthcare Research and Quality

•

Agency for Toxic Substances and Disease
Registry

•

Centers for Disease Control and Prevention

•

Centers for Medicare & Medicaid Services

•

Health Resources and Services
Administration

2022 GSS: Glossary

•

Indian Health Service

•

National Institute for Occupational Safety and
Health

•

Substance Abuse and Mental Health
Services Administration

•

U.S. Food and Drug Administration

Highest degree offered: The highest degree granted
(Master's degree, PhD or PhD-equivalent degree) by the
organizational unit.
Hispanic/Latino ethnicity, one or more races: Only
report ethnicity for U.S. citizens (including those from
Puerto Rico and U.S. territories). All foreign nationals
holding temporary visas should be reported appropriately.
Include all individuals of Cuban, Mexican, Puerto Rican,
South or Central American, or other Spanish culture or
origin, regardless of race. Count all individuals who are
Hispanic/Latino, or Hispanic/Latino and any other race(s),
in this category.
ID: A unique identifier assigned to each user for the
purpose of logging into the GSS online data collection
system. Also referred to as User ID.
Institutional, state/local government support:
Financial support (such as stipends or tuition) provided by
the institution or state or local governments. This category
includes students receiving tuition waivers.
Largest or primary mechanism of support: The
mechanism of funding that provides the largest amount
(highest percentage) of financial support for each
graduate student or postdoc. If a student or postdoc is
supported by two or more equal mechanisms of support,
select one as the primary.
Largest or primary source of support: The source of
funds that provides the largest amount (highest
percentage) of financial support for each graduate student
or postdoc. When determining the largest source of
support for graduate students, consider all graduate
school academic expenses (tuition, fees, etc.). If a student
or postdoc is supported by two or more equal sources of
support, select one as the primary.
Master’s degree: A postbaccalaureate, researchfocused degree; includes MA, MS, MASc, and PSM in
GSS-eligible disciplines.
Please report students based on the highest eligible
degree program in which the student is enrolled. If a
student is enrolled in multiple eligible degree programs at
the same level (e.g., two master’s programs in GSSeligible fields), count the student in their primary degree
program only. If a primary degree program cannot be
established, please report under only one of the GSSeligible programs.
National Aeronautics and Space Administration
(NASA): Report individuals who receive financial aid from
this agency.
15

National Science Foundation: Financial support from
the U.S. National Science Foundation (NSF) graduate
fellowships and traineeships, as well as support under
NSF research grants.
Nonfaculty
researchers:
All
doctorate-holding
researchers who are (1) not considered either
postdoctoral researchers or members of the faculty and
(2) involved principally in science and engineering or
health-related research activities. Also referred to as
Other doctorate-holding nonfaculty researchers.
Nonfederal sources of support: Support from state and
local government; support from your institution, such as
tuition waivers and stipends; support from foreign
sources, such as foreign governments, foreign firms, and
agencies of the United Nations; and other U.S. sources,
such as support from nonprofit institutions, private
industry, and all other nonfederal U.S. sources
Non-Hispanic/Latino ethnicity: Count only individuals
who are not of Hispanic or Latino descent as a specific
race (i.e., Asian, White, Black/African American) in Rows
C-I.
Individuals
who
are
Hispanic/Latino,
or
Hispanic/Latino and any other race, should be counted as
Hispanic/Latino ethnicity (one or more races) should be
counted in Row B.
•

•

One race, Black or African American: A
person of only one race having origins in any
of the Black racial groups of Africa.
One race, American Indian or Alaska
Native: A person of only one race having
origins in any of the original peoples of North
and South America (including Central
America) and who maintains tribal affiliation
or community attachment.
One race, Asian: A person of only one race
having origins in any of the original peoples
of the Far East, Southeast Asia, or the Indian
subcontinent; for example, Cambodia, China,
India, Japan, Korea, Malaysia, Pakistan, the
Philippines, Thailand, and Vietnam.
One race, Native Hawaiian or Other Pacific
Islander: A person of only one race having
origins in any of the original peoples of
Hawaii, Guam, Samoa, or other Pacific
islands.
One race, White: A person of only one race
having origins in any of the original peoples
of Europe, the Middle East, or North Africa.
More than one race reported (nonHispanic/Latino): A person reporting two or
more of the race categories listed earlier.
Individuals who report being Hispanic/Latino
and one or more race should be reported as
Hispanic/Latino ethnicity (one or more races)
instead in Row B.

Organizational unit (unit): This term refers to the names
of the organizational units where graduate students,
postdoctoral researchers, and other doctoral degree–
2022 GSS: Glossary

holding nonfaculty researchers are enrolled and/or work.
A unit can be a teaching unit, research unit, or both a
teaching and a research unit. Also see Research unit and
Teaching unit. Units are often departments, institutes,
centers, labs, or degree programs.
Other doctorate-holding nonfaculty researchers: All
doctorate-holding researchers who are (1) not considered
either postdoctoral researchers or members of the faculty
and (2) involved principally in science and engineering or
health-related research activities. Also referred to as
Nonfaculty researchers.
Other federal sources: Financial support from U.S.
federal agencies not listed elsewhere. Examples are the
Fulbright Program (State Department), the GI Bill
(Department of Veterans Affairs) and various programs in
the Department of Education.
Other support: All other mechanisms of financial support
for graduate students or postdocs.
Other U.S. sources: Financial support from industrial
firms, nonprofit institutions (e.g., independent research
institutes,
professional
societies,
philanthropic
foundations), and all other sources of support originating
within the United States. It does not include loans, family
money, personal savings used by students supporting
themselves, or federal or academic institutional sources
of support.
Part-time graduate student: Use your own institution’s
policy and definition to count part-time students.
Password: Used with the user ID for the purpose of
logging into the GSS Web Survey. The password may be
changed by the user by clicking on “change password” in
the menu at the top of the screen. The new password
must be at least eight characters in length and include a
combination of upper- and lowercase letters, numbers,
and symbols. School coordinators can resend password
and ID information to unit respondents on the “Send or
Resend ID/Password” screen. See ID.
Personal resources (for postdocs): Personal and
family financial resources, including federal and other
loans.
PhD or PhD equivalent degree: An advanced, researchfocused academic degree—typically the highest degree
granted in a particular field; includes doctorates such as
PhD, ScD, DSc, DEng, DESc, DES, DNSc, DPH, EdD,
DA, DBA, DMA, DM, DSW, DDES, DPA, DPE, DCM,
DHL, DIT, DME, DML, ThD, DFA, JSD, SJD, STD, and
JCD.
Please report students based on the highest eligible
degree program in which the student is enrolled. If a
student is enrolled in multiple eligible degree programs at
the same level (e.g., two doctorate programs in GSSeligible fields), count the student in their primary degree
program only. If a primary degree program cannot be
16

established, please report under only one of the GSSeligible programs.
Postdoctoral researcher (or postdoc): The definition of
a postdoc varies by institution. Please use your
institution’s definition of a postdoc. NSF defines a postdoc
as meeting both of the following qualifications:
1. Holds a recent doctoral degree, generally
awarded within the last 5–7 years, such as
• PhD or PhD equivalent (e.g., ScD or
DEng),
• a professional degree in a medical or
related field (MD, DDS, DO, DVM), or
• a foreign degree equivalent to a U.S.
doctoral degree.
2. Has a limited-term appointment, generally no
more than 5–7 years,
• primarily for training in research or
scholarship, and
• working under the supervision of a senior
scholar in a unit affiliated with your
institution.
Professional degree: PhD-equivalent medical degrees,
such as MD, DO, DVM, DDS, DNP, DPM, PharmD, PsyD,
DMD, ND, DC, OD, DPT, AuD, OTD, and DScPT.
Puerto Rico and U.S. territories: U.S. territories include
American Samoa, Guam, Federated States of
Micronesia, the Northern Marianas, and the U.S. Virgin
Islands.
Race/ethnicity: Only report race for U.S. citizens
(including those from Puerto Rico and U.S. territories) and
permanent residents. All foreign nationals holding
temporary visas should be reported appropriately in Row
A. The U.S. Office of Management and Budget defines
race separately from ethnicity (please see entries for
Ethnicity and Hispanic/Latino ethnicity, one or more
races). The GSS uses the following definitions of race:
•

•

2022 GSS: Glossary

•

One race, White: A person of only one race
having origins in any of the original peoples
of Europe, the Middle East, or North Africa.
More than one race reported (nonHispanic/Latino): A person reporting two or
more of the race categories listed earlier.
Individuals who report being Hispanic/Latino
and one or more race should be reported as
Hispanic/Latino ethnicity (one or more races)
instead.
Race/ethnicity unknown or not stated:
Use this category if neither the race nor the
ethnicity of the individual is known. If the race
is known, but the ethnicity is unknown, report
the individual by race. If the individual is
Hispanic or Latino, but the race is unknown,
report the individual as Hispanic/Latino in
Row B.

Research assistantship: A financial award given to a
graduate student where most of the student’s
responsibilities are devoted primarily to research
assistant activities.
Research grant: A financial assistance award given to an
organization or an individual postdoc that supports
specific research goals.
Research unit: Research centers, health care facilities,
and other organizations at the academic institution that
appoint postdoctoral researchers and/or employ
doctorate-holding nonfaculty researchers. Also see
Organizational unit and Teaching unit.
School coordinator: Person responsible for completing
the GSS for the entire school or a portion of the institution.
This coordinator reports data including student enrollment
as well as information regarding postdoc and NFR
employees.
Self-support: Report students primarily supported by
loans (including federal loans) or personal or family
financial contributions.
Student’s own resources: Personal and family financial
resources, including federal and other loans.
Teaching assistantship: A financial award given to a
graduate student where most of the student’s
responsibilities are devoted primarily to teaching assistant
activities.
Teaching unit: Departments or programs that grant
graduate-level degrees including master’s, PhD, or PhDequivalent degrees (i.e., ScD, DEng). Do not include units
that grant only professional degrees. Also see Research
unit and Organizational unit.
Traineeship: A financial award given to a graduate
student or a postdoc selected by the institution.
Unit: See Organizational unit.
17

Unit respondent: Person(s) responsible for reporting unit
data to the school coordinator or postdoc coordinator.
Unknown or not stated: Use this category if the sources
of financial support for the postdoc are unknown or cannot
be determined.
User ID: A unique identifier assigned to each user for the
purpose of logging into the GSS online data collection
system. Also referred to as ID.
U.S. citizens and permanent residents: U.S. citizens,
including those from Puerto Rico and the U.S. territories,
and permanent residents holding green cards.

2022 GSS: Glossary

THANK YOU
Please submit the information on this worksheet via data upload to the
GSS Web survey at
https://nsfgss.org/2022.
Or
Return your completed worksheet(s) to your School Coordinator in time to meet
the February 28, 2023 deadline.
If your School Coordinator asks you to return your worksheet(s) directly by mail,
please send to:
NSF-NIH GSS Survey
c/o RTI International
3040 Cornwallis Road, P.O. Box 12194
Research Triangle Park, NC 27709-2194

Questions?
Call Jennifer Pauli toll-free at 1-866-558-0781,
or e-mail us at [email protected].

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File Title	Microsoft Word - GSS_SC_Worksheet_2022.docx
Author	jpauli
File Modified	2023-04-03
File Created	2022-09-01