References

Bulman G, Fairlie R. 2022. The Impact of COVID-19 on Community College Enrollment and Student Success: Evidence from California Administrative Data. Education Finance and Policy 17(4):745–64. Available at https://direct.mit.edu/edfp/article/17/4/745/112566. Accessed 25 January 2023.

Cameron M, Lacy TL, Siegel P, Wu J, Wilson A, Johnson R, Burns R, Wine J. 2021. 2019–20 National Postsecondary Student Aid Study (NPSAS:20): First Look at the Impact of the Coronavirus (COVID-19) Pandemic on Undergraduate Student Enrollment, Housing, and Finances (Preliminary Data). NCES 2021-456. Washington, DC: National Center for Education Statistics. Available at https://nces.ed.gov/pubsearch/pubsinfo.asp?pubid=2021456. Accessed 25 January 2023.

Deming D, Goldin C, Katz L. 2013. For-Profit Colleges. Future of Children 23(1):137–63.

Foley D, Milan L, Hamrick K; National Center for Science and Engineering Statistics (NCSES). 2020. The Increasing Role of Community Colleges among Bachelors Degree Recipients: Findings from the 2019 National Survey of College Graduates. NSF 21-309. Alexandria, VA: National Science Foundation. Available at https://ncses.nsf.gov/pubs/nsf21309/.

Fry R, Cilluffo A. 2019. A Rising Share of Undergraduates Are from Poor Families, Especially at Less Selective Colleges. Washington, DC: Pew Research Center. Available at https://www.pewresearch.org/social-trends/2019/05/22/a-rising-share-of-undergraduates-are-from-poor-families-especially-at-less-selective-colleges/. Accessed 2 August 2023.

Howarth R, Stifler L. 2019. The Failings of Online For-Profit Colleges: Findings from Student Borrower Focus Groups. Washington, DC: Brookings Institution. Available at https://www.brookings.edu/research/the-failings-of-online-for-profit-colleges-findings-from-student-borrower-focus-groups/. Accessed 21 January 2023.

India’s PhD Students Want Fellowship Tenures Extended. 2021. Nature India December 8. Available at https://www.nature.com/articles/d44151-021-00080-4. Accessed 21 February 2023.

Institute of International Education (IIE). 2022a. Fall 2022 Snapshot on International Student Enrollment. Available at https://www.iie.org/Research-and-Insights/Open-Doors/Fall-International-Enrollments-Snapshot-Reports. Accessed 17 November 2022.

Institute of International Education (IIE). 2022b. Frequently Asked Questions. Available at https://www.iie.org/en/Research-and-Insights/Project-Atlas/FAQs. Accessed 22 November 2022.

Institute of International Education (IIE). 2022c. International Student Enrollment Trends, 1948/49–2021/22. Open Doors Report on International Educational Exchange. Available at https://opendoorsdata.org/data/international-students/enrollment-trends/. Accessed 6 February 2023.

Ma J, Pender M. 2022. Trends in College Pricing and Student Aid 2022. New York: College Board. Available at https://research.collegeboard.org/trends/college-pricing. Accessed 25 January 2023.

Ministry of Education, Government of India. Various years. All India Survey on Higher Education (AISHE). Available at https://aishe.gov.in/aishe/gotoAisheReports. Accessed 1 October 2022.

Ministry of Education, People’s Republic of China. Various years. Available at http://en.moe.gov.cn/. Accessed 1 October 2022.

National Bureau of Statistics of China. Various years. China Statistical Yearbook. Available at http://www.stats.gov.cn/english/Statisticaldata/yearbook/. Accessed 1 October 2022.

National Center for Education Statistics (NCES). 2012–21a. Integrated Postsecondary Education Data System (IPEDS), Completions Survey. Available at https://nces.ed.gov/ipeds/survey-components/7. Accessed 1 November 2022.

National Center for Education Statistics (NCES). 2012–21b. Integrated Postsecondary Education Data System (IPEDS), Institutional Characteristics. Available at https://nces.ed.gov/ipeds/survey-components/4. Accessed 1 November 2022.

National Center for Education Statistics (NCES). 2021a. Digest of Education Statistics. https://nces.ed.gov/programs/digest/2021menu_tables.asp. Accessed 20 February 2023.

National Center for Education Statistics (NCES). 2021b. Distance Education in College: What Do We Know from IPEDS? NCES Blog. Available at https://nces.ed.gov/blogs/nces/post/distance-education-in-college-what-do-we-know-from-ipeds. Accessed 11 September 2023.

National Center for Education Statistics (NCES). 2022. Price of Attending an Undergraduate Institution. Condition of Education. U.S. Department of Education, Institute of Education Sciences. Available at https://nces.ed.gov/programs/coe/indicator/cua. Accessed 25 January 2023.

National Center for Science and Engineering Statistics (NCSES). 2022a. Doctorate Recipients from U.S. Universities: 2021 (SED 2021). NSF 23-300. Alexandria, VA. Available at https://ncses.nsf.gov/pubs/nsf23300/.

National Center for Science and Engineering Statistics (NCSES). 2022b. Special tabulations of the Student and Exchange Visitor System (SEVIS) database, U.S. Department of Homeland Security, U.S. Immigration and Customs Enforcement (DHS/ICE).

National Center for Science and Engineering Statistics (NCSES). 2023. Diversity and STEM: Women, Minorities, and Persons with Disabilities 2023. Special Report NSF 23-315. Alexandria, VA: National Science Foundation. Available at https://ncses.nsf.gov/pubs/nsf23315/.

National Science Board (NSB). 2020. Vision 2030. NSB 2020-15. Alexandria, VA. Available at https://www.nsf.gov/publications/pub_summ.jsp?ods_key=nsb202015.

National Science Board (NSB), National Science Foundation. 2022a. Bachelor’s Degree Holders among Individuals 25–44 Years Old. Science and Engineering Indicators: State Indicators. Alexandria, VA. Available at https://ncses.nsf.gov/indicators/states/indicator/bachelors-degree-holders-per-25-44-year-olds.

National Science Board (NSB), National Science Foundation. 2022b. Higher Education in Science and Engineering. Science and Engineering Indicators 2022 (Indicators 2022). NSB-2022-3. Alexandria, VA. Available at https://ncses.nsf.gov/pubs/nsb20223.

National Science Board (NSB), National Science Foundation. 2022c. Science and Engineering Indicators: State Indicators. Alexandria, VA. Available at https://ncses.nsf.gov/indicators/states/.

National Science Board, National Science Foundation. 2024. The STEM Labor Force: Scientists, Engineers, and Skilled Technical Workers. Science and Engineering Indicators 2024 (Indicators 2024). Forthcoming.

National Science Foundation, Directorate for Education and Human Resources (NSF/EHR). 2020. STEM Education for the Future: A Visioning Report. Alexandria, VA. Available at https://www.nsf.gov/edu/Materials/STEM%20Education%20for%20the%20Future%20-%202020%20Visioning%20Report.pdf. Accessed 08 February 2023.

National Student Clearinghouse Research Center (NSCRC). 2022. Current Term Enrollment Estimates, Spring 2022. Available at https://nscresearchcenter.org/current-term-enrollment-estimates/. Accessed 21 January 2023.

Niazi S. 2021. Mandatory PhD for University Posts Postponed Due to Pandemic. University World News October 7. Available at https://www.universityworldnews.com/post.php?story=20211007144120430. Accessed 8 February 2023.

Okrent A, Burke A; National Center for Science and Engineering Statistics (NCSES). 2021. Where Are They Now? Most Early Career U.S.-Trained S&E Doctorate Recipients with Temporary Visas at Graduation Stay and Work in the United States after Graduation. NSF 21-336. Alexandria, VA: National Science Foundation. Available at https://ncses.nsf.gov/pubs/nsf21336.

Organisation for Economic Co-operation and Development (OECD). 2012. Education at a Glance 2012: OECD Indicators. Paris, France. Available at https://www.oecd-ilibrary.org/education/education-at-a-glance-2012_eag-2012-en. Accessed 23 December 2022.

Organisation for Economic Co-operation and Development (OECD). 2022a. Education at a Glance 2022: OECD Indicators. Paris, France. Available at https://www.oecd-ilibrary.org/education/education-at-a-glance-2022_3197152b-en. Accessed 12 October 2022.

Organisation for Economic Co-operation and Development (OECD). 2022b. Education at a Glance Database. Available at https://stats.oecd.org/. Accessed 12 October 2022.

R A, Roy Y, Das S. 2022. The Neglect of Researchers During the First COVID‑19 Pandemic Induced National Lockdown in India: Inside the Lives of JNU’s Research Scholars. Higher Education 86:243–70. Available at https://doi.org/10.1007/s10734-022-00927-4. Accessed 8 February 2023.

Ruiz NG, Budiman A. 2018. Number of Foreign College Students Staying and Working in U.S. After Graduation Surges. Washington, DC: Pew Research Center. Available at https://www.pewresearch.org/global/2018/05/10/number-of-foreign-college-students-staying-and-working-in-u-s-after-graduation-surges/. Accessed 29 November 2022.

The Institute for College Access and Success (TICAS). 2019. The Evolution of the For-Profit College Industry: New Challenges for Oversight. Oakland, CA. Available at https://ticas.org/accountability/the-evolution-of-the-for-profit-college-industry-new-challenges-for-oversight/. Accessed 20 February 2023.

Thomsen E, Yates S, Henderson M, Drummond M, Cooney J. 2022. Baccalaureate and Beyond (B&B:16/20): A First Look at the 2020 Experiences of 2015–16 College Graduates During the COVID-19 Pandemic. NCES 2022-251. Washington, DC: National Center for Education Statistics. Available at https://nces.ed.gov/pubsearch/pubsinfo.asp?pubid=2022251. Accessed 25 January 2023.

Travers N. 2020. Higher Education in a Pre-Pandemic Society (Part 1). EvoLLLution August 24. Available at https://evolllution.com/attracting-students/todays_learner/higher-education-in-a-pre-pandemic-society-part-1/. Accessed 2 August 2023.

United Nations, Department of Economic and Social Affairs, Population Division. 2022. World Population Prospects 2022, Online Edition. Available at https://population.un.org/wpp/. Accessed 1 October 2022.

United Nations Educational, Scientific, and Cultural Organization (UNESCO) Institute for Statistics (UIS). 2022. Glossary: Internationally Mobile Students. Available at https://uis.unesco.org/node/4789141. Accessed 17 November 2022.

U.S. Census Bureau. 2022. Annual Estimates of the Resident Population by Sex, Age, Race, and Hispanic Origin for the United States: April 1, 2020 to July 1, 2021 (NC-EST2021-ASR6H). Available at https://www.census.gov/data/tables/time-series/demo/popest/2020s-national-detail.html. Accessed 1 October 2022.

U.S. Census Bureau. 2023. How Has Our Nation’s Population Changed? Available at https://www.census.gov/library/visualizations/interactive/how-has-our-nations-population-changed.html. Accessed 28 July 2023.

U.S. Department of Homeland Security, U.S. Immigration and Customs Enforcement (DHS/ICE). 2022a. F-1 Optional Practical Training (OPT). Available at https://studyinthestates.dhs.gov/sevis-help-hub/student-records/fm-student-employment/f-1-optional-practical-training-opt. Accessed 21 November 2022.

U.S. Department of Homeland Security, U.S. Immigration and Customs Enforcement (DHS/ICE). 2022b. DHS STEM Designated Degree Program List. Available at https://studyinthestates.dhs.gov/stem-opt-hub/additional-resources/eligible-cip-codes-for-the-stem-opt-extension. Accessed 21 November 2022.

Whitman D. 2018. The GOP Reversal on For-Profit Colleges in the George W. Bush Era. Century Foundation. Available at https://tcf.org/content/report/gop-reversal-profit-colleges-george-w-bush-era/. Accessed 21 January 2023.

Zwetsloot R, Corrigan J, Weinstein E, Peterson D, Gehlhaus D, Fedasiuk R. 2021. China Is Fast Outpacing U.S. STEM PhD Growth. Data Brief. Washington, DC: Center for Security and Emerging Technology. Available at https://cset.georgetown.edu/publication/china-is-fast-outpacing-u-s-stem-phd-growth/. Accessed 2 September 2021.