Showing 1 – 25 of 25 results.
Curated
Assessing the Implementation and Cost of High Quality Early Care and Education Project (ICHQ) Field Test, United States, 2021 (ICPSR 38949)
Released/updated on: 2025-03-19
Geographic coverage: United States, Colorado, Arkansas, Arizona, Pennsylvania
Mathematica conducted a field test for the Assessing the Implementation and Cost of High Quality Early Care and Education (ICHQ) Project. The goals of the field test were to:
- Refine implementation measures to further improve and establish their psychometric properties
- Refine cost measures to identify costs associated with each key function and across ages of children
- Test the associations between implementation, cost, and quality measures.
The research team recruited a purposive sample of 80 centers in Arizona, Arkansas, Colorado, and Pennsylvania to participate in the field test and conducted data collection from April to December 2021. Implementation interviews (DS2) were conducted by phone with either one or a few key staff who knew the most about the center's operations and educational program. Cost data (DS5) were collected in an electronic spreadsheet by staff who knew the most about each center's finances. A web-based time-use survey collected information about how all teaching staff and select center administrators spend their time in activities related to providing early care and education services (DS3). The research team also conducted a center engagement interview to gather information about center characteristics (DS1), and an additional survey of all teaching staff (the same respondents identified for the time-use survey) to assess their perceptions of center practices and the work environment (DS4).
Curated
Partially restricted
Simple Crosstabs
Bridging the Gap, Elementary School Data (Food and Fitness Survey) (ICPSR 36356)
Released/updated on: 2018-01-15
Geographic coverage: United States
Time period: 2006-01-01--2013-01-01
The Food and Fitness Survey is part of the larger Bridging the Gap (BTG) research program, which is a research initiative funded by the Robert Wood Johnson Foundation. The primary goals of the Food and Fitness survey project were to obtain nationally representative information on school practices, and to obtain information about the association between district-level wellness policies and practices in those schools. Food and Fitness involved annual surveys of school-level respondents at elementary schools from the 2006-07 to the 2012-13 school years. This study contains data from these surveys for public and private elementary schools from the 2006-07 to the 2012-13 school years. Topics of the surveys include school characteristics, school meal options and prices, food advertisements in schools, food practices in classrooms and school functions, meal times during the day, physical education facilities and curriculum, methods of transportation to and from school, school wellness policies, school beverage guidelines, the "Nutritional Guidelines for Competitive Foods", school vending machines, and a la carte as well as school store food and beverage offerings.
Curated
Demographic, Social, Educational and Economic Data for France, 1833-1925 (ICPSR 7529)
Released/updated on: 2010-04-27
Geographic coverage: France, Global
Time period: 1833-01-01--1925-01-01
Prepared by ICPSR under a project to automate major portions of the Statistique Generale de la France, this is a collection of demographic, social, education, economic, population, and vital statistics data for France, 1833-1925. This conversion project is a continuation of one conducted in 1972, for which a similar data collection was created, SOCIAL, DEMOGRAPHIC, AND EDUCATIONAL DATA FOR FRANCE, 1801-1897 (ICPSR 0048). The project to collect and prepare these data was sponsored by two French and two American groups: ICPSR and the Center for Western European Studies at the University of Michigan, and the Fourth and Sixth Sections of the Ecole Pratique des Hautes Etudes and Conseil National de la Recherches Scientifique in France. Both collections include data recorded at the departement, arrondissement, chef-lieu, and ville level. In this collection, materials from the vital statistics series were prepared for selected years rather than for each year in the period from 1900-1925. The years that were chosen clustered around the quinquennial censuses and also included (because of the violent demographic dislocations produced by World War I) each year in the 1914-1919 period. In addition, some vital statistics for the nineteenth century (1836-1850, 1880, and 1892) obtained from fugitive published volumes that could not be located during the course of the 1972 project were prepared. The 136 datasets in this collection contain: (1) French population, economic, and social data obtained from the quenquennial censuses of 1901, 1906, 1911, and 1921, that detail the composition of the population by categories of age, sex, nativity, marital status, religion, place of residence, and occupation, (2) industrial census data for the years 1861-1896, (3) data on primary education in France for 1833, 1901, and 1906, as well as data on secondary and higher education in France for the years 1836-1850, 1880, and 1892, and (4) data from a separate series of annual vital statistics (Mouvement de la Population) that cover the years 1836-1850, 1892, and 1900-1925, citing births, deaths, and marriages in the nation.
Curated
Higher Education Finance, 1976 (ICPSR 7649)
Released/updated on: 1998-12-23
Geographic coverage: Puerto Rico, United States, Marshall Islands, Guam, Virgin Islands of the United States, American Samoa, Global
The Higher Education General Information Survey (HEGIS) series was designed to provide comprehensive information on various aspects of postsecondary education in the United States and its territories (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and Department of Defense schools outside the United States. Data are available for both public and private two-year and four-year institutions. The HEGIS Financial Statistics component for 1975-1976 sought financial data from institutions of higher education. Key data elements include current funds revenues by source, current funds expenditures by function, physical plant assets, indebtedness on physical plant, endowment assets, and changes in fund balances.
Curated
Higher Education General Information Survey (HEGIS), 1968-1969: Financial Statistics (ICPSR 2094)
Released/updated on: 1998-12-17
Geographic coverage: Puerto Rico, United States, Marshall Islands, Guam, Virgin Islands of the United States, American Samoa, Global
Time period: 1968-01-01--1969-01-01
The Higher Education General Information Survey (HEGIS) series was designed to provide comprehensive information on various aspects of postsecondary education in the United States and its territories (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and Department of Defense schools outside the United States. Data are available for both public and private two-year and four-year institutions. The HEGIS Financial Statistics component for 1968-1969 offers financial data for 2,814 institutions of higher education. Variables include current funds revenues by source, current funds expenditures by function, physical plant assets, indebtedness on physical plant, endowment assets, and changes in fund balances.
Curated
Higher Education General Information Survey (HEGIS), 1969-1970: Financial Statistics (ICPSR 2095)
Released/updated on: 1998-12-17
Geographic coverage: Puerto Rico, United States, Marshall Islands, Guam, Virgin Islands of the United States, American Samoa, Global
Time period: 1969-01-01--1970-01-01
The Higher Education General Information Survey (HEGIS) series was designed to provide comprehensive information on various aspects of postsecondary education in the United States and its territories (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and Department of Defense schools outside the United States. Data are available for both public and private two-year and four-year institutions. The HEGIS Financial Statistics component for 1969-1970 sought financial data from 2,843 institutions of higher education. Variables include current funds revenues by source, current funds expenditures by function, physical plant assets, indebtedness on physical plant, endowment assets, and changes in fund balances.
Curated
Higher Education General Information Survey (HEGIS), 1970-1971: Financial Statistics (ICPSR 2096)
Released/updated on: 1998-12-17
Geographic coverage: Puerto Rico, United States, Marshall Islands, Guam, Virgin Islands of the United States, American Samoa, Global
Time period: 1970-01-01--1971-01-01
The Higher Education General Information Survey (HEGIS) series was designed to provide comprehensive information on various aspects of postsecondary education in the United States and its territories (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and Department of Defense schools outside the United States. Data are available for both public and private two-year and four-year institutions. The HEGIS Financial Statistics component for 1970-1971 sought financial data from 2,893 institutions of higher education. Variables include current funds revenues by source, current funds expenditures by function, physical plant assets, indebtedness on physical plant, endowment assets, and changes in fund balances.
Curated
Higher Education General Information Survey (HEGIS), 1970-1971 Through 1971-1972: College and University Libraries (ICPSR 2113)
Released/updated on: 1998-12-17
Geographic coverage: Puerto Rico, United States, Marshall Islands, Guam, Virgin Islands of the United States, American Samoa, Global
The Higher Education General Information Survey (HEGIS) series was designed to provide comprehensive information on various aspects of postsecondary education in the United States and its territories (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and Department of Defense schools outside of the United States. Data are available for both public and private two-year and four-year institutions. The HEGIS College and University Libraries component for 1970-1971/1971-1972 sought data on libraries in institutions of higher education. Key data elements, presented for up to 19 record types, include number of library collections and resources, physical facilities, number of positions for library staff, salary expenditures, number of hours of assistance and expenditures for wages of library staff, number of employees, level of employees' educational attainment, library operating expenditures and budget, funds received for library services, and developmental areas.
Curated
Higher Education General Information Survey (HEGIS), 1971-1972: Financial Statistics (ICPSR 2097)
Released/updated on: 1998-12-17
Geographic coverage: Puerto Rico, United States, Marshall Islands, Guam, Virgin Islands of the United States, American Samoa, Global
The Higher Education General Information Survey (HEGIS) series was designed to provide comprehensive information on various aspects of postsecondary education in the United States and its territories (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and Department of Defense schools outside the United States. Data are available for both public and private two-year and four-year institutions. The HEGIS Financial Statistics component for 1971-1972 sought financial data from 2,945 institutions of higher education. Variables include current funds revenues by source, current funds expenditures by function, physical plant assets, indebtedness on physical plant, endowment assets, and changes in fund balances.
Curated
Higher Education General Information Survey (HEGIS), 1972-1973: Financial Statistics (ICPSR 2098)
Released/updated on: 1998-12-17
Geographic coverage: Puerto Rico, United States, Marshall Islands, Guam, Virgin Islands of the United States, American Samoa, Global
The Higher Education General Information Survey (HEGIS) series was designed to provide comprehensive information on various aspects of postsecondary education in the United States and its territories (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and Department of Defense schools outside the United States. Data are available for both public and private two-year and four-year institutions. The HEGIS Financial Statistics component for 1972-1973 sought financial data from 3,015 institutions of higher education. Variables include current funds revenues by source, current funds expenditures by function, physical plant assets, indebtedness on physical plant, endowment assets, and changes in fund balances.
Curated
Higher Education General Information Survey (HEGIS), 1973-1974: Financial Statistics (ICPSR 2099)
Released/updated on: 1998-12-17
Geographic coverage: Puerto Rico, United States, Marshall Islands, Guam, Virgin Islands of the United States, American Samoa, Global
The Higher Education General Information Survey (HEGIS) series was designed to provide comprehensive information on various aspects of postsecondary education in the United States and its territories (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and Department of Defense schools outside the United States. Data are available for both public and private two-year and four-year institutions. The HEGIS Financial Statistics component for 1973-1974 sought financial data from institutions of higher education. Variables include current funds revenues by source, current funds expenditures by function, physical plant assets, indebtedness on physical plant, endowment assets, and changes in fund balances.
Curated
Higher Education General Information Survey (HEGIS), 1976-1977: College and University Libraries (ICPSR 2116)
Released/updated on: 1999-02-03
Geographic coverage: Puerto Rico, United States, Marshall Islands, Guam, Virgin Islands of the United States, American Samoa, Global
Time period: 1976-01-01--1977-01-01
The Higher Education General Information Survey (HEGIS) series was designed to provide comprehensive information on various aspects of postsecondary education in the United States and its territories (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and Department of Defense schools outside of the United States. Data are available for both public and private two-year and four-year institutions. The HEGIS College and University Libraries component for 1976-1977 sought data on libraries in 2,985 institutions of higher education. Key data elements, presented for up to 16 record types, include number of library collections, number of hours of student assistance and expenditures for wages of library staff, number of employees, total library operating expenditures and budget, funds received for library services, developmental areas, total hours and days of library operation per week, and participation in cooperatives/networks with libraries of other institutions.
Curated
Higher Education General Information Survey (HEGIS), 1978-1979 through 1979-1980: College and University Libraries (ICPSR 2118)
Released/updated on: 1999-02-17
Geographic coverage: Puerto Rico, United States, Marshall Islands, Guam, Virgin Islands of the United States, American Samoa, Global
The Higher Education General Information Survey (HEGIS) series was designed to provide comprehensive information on various aspects of postsecondary education in the United States and its territories (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and Department of Defense schools outside of the United States. Data are available for both public and private two-year and four-year institutions. The HEGIS College and University Libraries component for 1978-1979/1979-1980 sought data on libraries in 3,190 institutions of higher education in addition to 21 Federal Interagency Committees on Education (FICES) representing joint libraries. Key data elements, presented for up to 12 record types, include number of library collections, number of hours of student assistance and expenditures for wages of library staff, developmental areas, number of library loan transactions for the year, number of transactions per week, library hours and days open per week, library operating expenditures, and library receipts from federal government grants.
Curated
Higher Education General Information Survey (HEGIS), 1985-1986: College and University Libraries (ICPSR 2120)
Released/updated on: 1999-02-03
Geographic coverage: Puerto Rico, United States, Marshall Islands, Guam, Virgin Islands of the United States, American Samoa, Global
Time period: 1985-01-01--1986-01-01
The Higher Education General Information Survey (HEGIS) series was designed to provide comprehensive information on various aspects of postsecondary education in the United States and its territories (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and Department of Defense schools outside of the United States. Data are available for both public and private two-year and four-year institutions. The HEGIS College and University Libraries component for 1985-1986 sought data on libraries in 3,388 institutions of higher education. Key data elements, presented for up to 12 record types, include number of branch outlets, total annual and weekly public service hours, number of staff, library operating expenditures and budget, number of library collections, number of loan transactions for the year, and attendance, use of materials, and number of transactions per typical week.
Curated
Higher Education General Information Survey (HEGIS) X: Financial Statistics of Institutions of Higher Education for Fiscal Year Ending 1975 (ICPSR 2100)
Released/updated on: 2004-10-18
Geographic coverage: Puerto Rico, United States, Marshall Islands, Guam, Virgin Islands of the United States, American Samoa, Global
The Higher Education General Information Survey (HEGIS) series was designed to provide comprehensive information on various aspects of postsecondary education in the United States and its territories (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and Department of Defense schools outside the United States. The HEGIS Financial Statistics component for 1975 sought financial data from institutions of higher education. Data are available for both public and private two-year and four-year institutions. Variables include current funds revenues by source, current funds expenditures by function, physical plant assets, land and building assets, equipment assets, indebtedness on physical plant, endowment assets, and changes in fund balances.
Curated
Higher Education General Information Survey (HEGIS) XII: Financial Statistics of Institutions of Higher Education for Fiscal Year Ending 1977 (ICPSR 2102)
Released/updated on: 2007-05-02
Geographic coverage: Puerto Rico, United States, Marshall Islands, Guam, Virgin Islands of the United States, American Samoa, Global
The Higher Education General Information Survey (HEGIS) Series was designed to provide comprehensive information on various aspects of postsecondary education in the United States and its territories (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and Department of Defense schools outside the United States. A component of the HEGIS XII survey package, this data collection furnishes final finance data for 3,073 colleges and universities and their branches throughout the United States. The data serve as a basis for making decisions concerning the extent of involvement of the nation in postsecondary education, as well as provide a perspective on current trends in education. The data are in an institution-by-institution format and include current funds revenues by source, current funds expenditures by function, physical plant assets, indebtedness on physical plant, endowment assets, and change in fund balances.
Curated
Higher Education General Information Survey (HEGIS) XIII: Financial Statistics of Institutions of Higher Education for Fiscal Year Ending 1978 (ICPSR 2103)
Released/updated on: 2007-06-21
Geographic coverage: Puerto Rico, United States, Marshall Islands, Guam, Virgin Islands of the United States, American Samoa, Global
The Higher Education General Information Survey (HEGIS) Series was designed to provide comprehensive information on various aspects of postsecondary education in the United States and its territories (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and Department of Defense schools outside the United States. A component of the HEGIS XIII survey package, this data collection furnishes final finance data for 3,130 colleges and universities and their branches throughout the United States. The data serve as a basis for making decisions concerning the extent of involvement of the nation in postsecondary education, as well as provide a perspective on current trends in education. The data are in an institution-by-institution format and include current funds revenues by source, current funds expenditures by function, physical plant assets, indebtedness on physical plant, endowment assets, and change in fund balances.
Curated
Higher Education General Information Survey (HEGIS) XIV: Financial Statistics of Institutions of Higher Education for Fiscal Year 1979 (ICPSR 2104)
Released/updated on: 2005-02-03
Geographic coverage: Puerto Rico, United States, Marshall Islands, Guam, Virgin Islands of the United States, American Samoa, Global
The Higher Education General Information Survey (HEGIS) series was designed to provide comprehensive information on various aspects of postsecondary education in the United States and its territories (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and Department of Defense schools outside the United States. A component of the HEGIS XIV survey package, this data collection furnishes final finance data for 3,173 colleges and universities and their branches throughout the United States. This study covers data for 2,909 institutions (plus 264 imputed institutions) from a universe of 3,173 institutions. The data serve as a basis for making decisions concerning the extent of involvement of the nation in postsecondary education, as well as provide a perspective on current trends in education. Information is supplied on current funds revenues by source, current funds expenditures and mandatory transfers by functions, physical plant assets and indebtedness, details of endowment assets, changes in fund balances, tuition and fees, federal grants, local grants, and annuity additions and deductions.
Curated
Higher Education General Information Survey (HEGIS) XIX: Financial Statistics of Institutions of Higher Education for Fiscal Year 1984 (ICPSR 8514)
Released/updated on: 2005-02-03
Geographic coverage: Puerto Rico, United States, Marshall Islands, Guam, Virgin Islands of the United States, American Samoa, Global
The Higher Education General Information Survey (HEGIS)series was designed to provide comprehensive information on various aspects of postsecondary education in the United States and its territories (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and Department of Defense schools outside the United States. A component of the HEGIS XIX survey package, this data collection furnishes final finance data for 3,302 colleges and universities and their branches throughout the United States. Information is supplied on current funds revenues by source, current funds expenditures and mandatory transfers by functions, physical plant assets, indebtedness on physical plant, details of endowment assets, changes in fund balances, tuition and fees, federal grants, local grants, and annuity additions and deductions.
Curated
Higher Education General Information Survey (HEGIS) XV: Financial Statistics of Institutions of Higher Education for Fiscal Year 1980 (ICPSR 2105)
Released/updated on: 2005-03-04
Geographic coverage: Puerto Rico, United States, Marshall Islands, Guam, Virgin Islands of the United States, American Samoa, Global
The Higher Education General Information Survey (HEGIS) series was designed to provide comprehensive information on various aspects of postsecondary education in the United States and its territories (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and Department of Defense schools outside the United States. A component of the HEGIS XV survey package, this data collection furnishes finance data for 3,300 colleges and universities and their branches throughout the United States. The final edited data contains a sample of 3,189 institutions, of which 644 have been imputed. The data serve as a basis for making decisions concerning the extent of involvement of the nation in postsecondary education, as well as provide a perspective on current trends in education. Information is supplied on current funds revenues by source, current funds expenditures and mandatory transfers by functions, physical plant assets and indebtedness, details of endowment assets, changes in fund balances, tuition and fees, federal grants, local grants, and annuity additions and deductions.
Curated
Higher Education General Information Survey (HEGIS) XVI: Financial Statistics of Institutions of Higher Education for Fiscal Year 1981 (ICPSR 2106)
Released/updated on: 2005-03-04
Geographic coverage: Puerto Rico, United States, Marshall Islands, Guam, Virgin Islands of the United States, American Samoa, Global
The Higher Education General Information Survey (HEGIS) series was designed to provide comprehensive information on various aspects of postsecondary education in the United States and its territories (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and Department of Defense schools outside the United States. A component of the HEGIS XVI survey package, this data collection furnishes final finance data for 3,300 colleges and universities and their branches throughout the United States. The final edited file contains a sample of 3,269 institutions, of which 291 have been imputed. The data serve as a basis for making decisions concerning the extent of involvement of the nation in postsecondary education, as well as provide a perspective on current trends in education. This file contains final, edited data for 91 percent of these institutions and estimates for the remaining 9 percent. The data are in an institution-by-institution format and include current funds revenues by source, current funds expenditures by function, physical plant assets, indebtedness on physical plant, endowment assets, and change in fund balances.
Curated
Higher Education General Information Survey (HEGIS) XVII: Financial Statistics of Institutions of Higher Education for Fiscal Year Ending 1982 (ICPSR 8290)
Released/updated on: 2005-04-01
Geographic coverage: Puerto Rico, United States, Marshall Islands, Guam, Virgin Islands of the United States, American Samoa, Global
The Higher Education General Information Survey (HEGIS) Series was designed to provide comprehensive information on various aspects of postsecondary education in the United States and its territories (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and Department of Defense schools outside of the United States. The Financial Statistics Survey is part of the HEGIS XVII package which was distributed to nearly 3,300 institutions of higher education located in the United States and its outlying areas. This study contains final, edited data and includes data for 3,294 institutions, of which 306 have been imputed. Items specify current funds revenues by source, current funds expenditures by function, physical plant assets, indebtedness on physical plants, endowment assets, and changes in fund balances.
Curated
Higher Education General Information Survey (HEGIS) XVIII: Financial Statistics of Institutions of Higher Education for Fiscal Year 1983 (ICPSR 2107)
Released/updated on: 2005-04-15
Geographic coverage: Puerto Rico, United States, Marshall Islands, Guam, Virgin Islands of the United States, American Samoa, Global
The Higher Education General Information Survey (HEGIS) series was designed to provide comprehensive information on various aspects of postsecondary education in the United States and its territories (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and Department of Defense schools outside the United States. A component of the HEGIS XVIII survey package, this data collection furnishes final finance data for 3,325 colleges and universities and their branches throughout the United States. The final edited file contains a sample of 3,287 institutions, of which 386 have been imputed. The data serve as a basis for making decisions concerning the extent of involvement of the nation in postsecondary education, as well as provide a perspective on current trends in education. This file contains final, edited data for 91 percent of these institutions and estimates for the remaining 9 percent. The data are in an institution-by-institution format and include current funds revenues by source, current funds expenditures by function, physical plant assets, indebtedness on physical plant, endowment assets, and change in fund balances.
Curated
Higher Education General Information Survey (HEGIS) XX: Financial Statistics of Institutions of Higher Education for Fiscal Year 1985 (ICPSR 2109)
Released/updated on: 2004-10-29
Geographic coverage: Puerto Rico, United States, Marshall Islands, Guam, Virgin Islands of the United States, American Samoa, Global
The Higher Education General Information Survey (HEGIS) series was designed to provide comprehensive information on various aspects of postsecondary education in the United States and its territories (American Samoa, Guam, Puerto Rico, the Virgin Islands, and the Marshall Islands) and Department of Defense schools outside the United States. The HEGIS Financial Statistics component for 1985 was distributed to 3,379 colleges and universities. Variables include current funds revenues and expenditures, physical plant assets and indebtedness, endowment assets, and current fund balances
Curated
Simple Crosstabs
Ithaka S+R US Faculty Survey 2012 (ICPSR 34651)
Released/updated on: 2016-12-21
Geographic coverage: United States
Time period: 2012-09-10--2012-10-15
This collection represents the fifth cycle of the US Faculty Survey conducted by Ithaka S+R in fall 2012. Investigators surveyed a random sample of higher education faculty members to learn about their attitudes and practices related to research, teaching, and communicating. The fifth cycle differs from previous releases in two significant regards: the questionnaire was developed with input from an advisory committee of academic professionals, and the methodology was revised to take advantage of online distribution and response collection. Demographic and professional information collected includes respondent age, sex, title, primary academic field, number of years working in primary academic field, number of years working at current college or university, and whether the respondent primarily identifies as a researcher, a teacher, or some combination of roles.