Higher education bubble in the United States explained

The higher education bubble in the United States is the possibility that excessive investment in higher education could have negative repercussions in the broader economy. Although college tuition payments are rising, the supply of college graduates in many fields of study is exceeding the demand for their skills, which aggravates graduate unemployment and underemployment while increasing the burden of student loan defaults on financial institutions and taxpayers.[1] [2] Moreover, the higher education bubble might be even more serious than load of student debts.[3] Without safeguards in place for funding and loans, the government risks creating a moral hazard in which schools charge students expensive tuition fees without offering them marketable skills in return.[4] [5] The claim has generally been used to justify cuts to public higher education spending, tax cuts, or a shift of government spending towards law enforcement and national security.[6] [7] [8] [9] There is a further concern that having an excess supply of college graduates exacerbates political instability,[10] [11] [12] historically linked to having a bulge in the number of young degree holders.[13] [14] [15]

Some economists reject the notion of a higher education bubble, noting that the returns on higher education vastly outweigh the cost,[16] [17] [18] [19] while others believe that the number of institutions of higher education in the United States will fall in the 2020s and beyond, citing reasons of demographic decline, poor outcomes, economic problems, and changing public interests and attitudes.[20] [21] [22] [23] [24] According to the U.S. Department of Education, by the late 2010s, people with technical or vocational trainings are slightly more likely to be employed than those with a bachelor's degree and significantly more likely to be employed in their fields of specialty. The United States currently suffers from a shortage of skilled tradespeople.[25]

The Federal Reserve Bank of St. Louis noted in 2019 that investment in higher education has reached a point of diminishing marginal returns. Undergraduate and graduate enrollments have both been in decline,[26] [27] while trade schools continue to attract growing numbers of students.[28] [29] White men are a major group opting for alternatives to higher education. Many faculty members are leaving academia,[30] especially those from the humanities.[31] At the same time, university graduates are likely to regret having studied the humanities and liberal arts.[32] While academics maintain that certain subjects are worth studying for their own sake, students are more concerned with increasing their earning potential.[33] [34] So far this century, numerous institutions of higher learning have permanently closed, especially community colleges, and for-profit institutions.

It is possible that the bubble will not burst, but rather deflate.

Background

Due to the GI Bill and the population boom after World War II, demand for higher education grew significantly during the latter half of the twentieth century, making it one of the major growth sectors for the American economy.[35] Historically, high schools separated students on career tracks, but this changed in the late 1980s and early 1990s, when the mission of high schools shifted to preparing students for college.[36] In 1987, U.S. Secretary of Education William Bennett suggested that the availability of loans was fueling an increase in tuition prices and an education bubble.[37] The "Bennett hypothesis" claimed that readily available loans allow schools to increase tuition without regard to demand elasticity. In addition, college rankings were partially driven by spending levels,[38] and higher tuition was also correlated with increased public perceptions of .[39] From the 1980s to the 2010s, demand for higher education increased, especially after the Great Recession of 2007–2009 when Americans flocked back to school in order to adapt to the new economy.[40]

A 2011 study from the Labor Department found that a bachelor's degree "represents a significant advantage in the job market."[41] In 2011, The Chronicle of Higher Education ran an article which said that the future was bright for college graduates.[42] The data also suggested that, notwithstanding a slight increase in 2008–09, student loan default rates had declined between the mid-1980s and 1990s and early 2010s.[43] [44] The management consulting firm McKinsey & Company projected in 2011 that a shortage of college-educated workers and a surplus of workers without college degrees, which would cause the wage premium to increase and cause differences in unemployment rates to become even more dramatic.[45]

As of 2018, 70% of high school graduates in the United States enrolled in tertiary education. But only 60% of those students, that is 42% of high school graduates, will graduate within 6 years with at least a Bachelor's degree.[46] Note that Bachelor's degrees in the United States are typically designed to be completed in four years of full-time study, and Master's programs in the US are normally two years (full-time) in length.

Educational attainment in the United States (2018)[47] ! Education! Age 25 and over! Age 25–30
High school diploma or GED89.80%92.95%
Some college61.28%66.34%
Associate degree45.16%46.72%
Bachelor's degree34.98%36.98%
Master's degree13.04%9.01%
Professional degree3.47%2.02%
Doctorate2.03%1.12%

Discussion

During the early 2010s, whether or not the "higher-education bubble" existed became a topic of debate among economists. Data has shown that although the wage premium (the difference in incomes between those with a four-year college degree and those with only a high school diploma) has increased dramatically since the 1970s, so has the 'debt load' incurred by students due to the tuition inflation. By 2019, the total college debt exceeded US$1.5 trillion, and two out of three college graduates were saddled with debt. Glenn Reynolds argued in his book, The Higher Education Bubble (2012), that higher education as a "product grows more and more elaborate—and more expensive—but the expense is offset by cheap credit provided by sellers who are eager to encourage buyers to buy."[48] Reynolds called university degrees a marker of socioeconomic status. Economists Michael Spence and Joe Stiglitz suggest that much of the worth of a university degree lies not in the skills acquired, but rather market signaling.[49] Because a university degree still had considerable value, higher education might be an example of a Veblen good, albeit a subtle rather than a conspicuous one.[50] [51] [52] Research from the Center for Household Financial Stability of the Federal Reserve Bank of St. Louis presented in 2018 predicted a positive albeit declining income premium for completing college but a declining wealth premium, which is almost indistinguishable from zero for the most recent cohort.[53] Consequently, the average Millennial with a university degree earns 20% less than expected.[54] It was thought that people with college degrees are much less likely than those without to be unemployed, even though they are more expensive to employ (they earn higher wages).[55] In 2019, a report from the Federal Reserve Bank of St. Louis using data from the 2016 Survey of Consumer Finances concluded that after controlling for race and age cohort, families with heads of household with post-secondary education who were born before 1980 benefited from wealth and income premiums, while for families with heads of household with post-secondary education but born after 1980 the wealth premium has weakened to point of statistical insignificance due in part to the rising cost of college. Moreover, although the income premium remains positive, it had declined to historic lows with more pronounced downward trajectories with heads of household with postgraduate degrees.[56]

However, this thesis came under stress in the 2010s, as institutions of higher education came under heightened skepticism due to high costs and disappointing results. People became increasingly concerned about debts and deficits, forcing institutions to prove their worth by clarifying how much money from which industry and company funded research, and how much it would cost to attend.[57] By the 2020s, graduating from a prestigious university no longer guaranteed gainful employment immediately after graduation.[58] According to Gallup, public confidence in higher education has declined "sharply" between 2015 and 2023; even those with bachelor's or advanced degrees were less approving than before. An alternative thesis has suggested that there is no general bubble in higher education because, on average, higher education really does boost income and employment by more than enough to make it a good investment. The problem is that degrees in some specific fields may be overvalued because they do little to boost income or improve job prospects, and degrees in other fields may in fact be undervalued because students do not appreciate the extent to which these degrees could benefit their employment prospects and future income. Proponents of this argument have noted that schools charge equal prices for tuition regardless of what students study, but the interest rate on federal student loans is not adjusted according to risk. They have further noted that there is evidence that undergraduate students in their first three years of college are not very good at predicting future wages by major. Indeed, student interest has shifted away from low-paying programs towards those of greater value in the job market. (See chart below.)

Among graduates of the early 2020s, the most regretted majors include journalism, sociology, liberal arts/general studies, history, communications, and education;[59] the least regretted majors include computer science and information technology, finance, engineering, nursing, and health.[60] Music and the visual arts are the most likely to offer a negative return on investment. At the same time, graduates with the highest expected income studied chemical engineering, computer engineering, aerospace engineering, electrical engineering, finance, and the life sciences.[61] Prospective employers and state governments have gotten pickier in the collegiate programs they are willing to finance.[62] As of 2023, seven states had passed legislation requiring the disclosure of data on the worth of a university degree, such as students' loan payment and post-graduation employment. Another reason for the decline of interest in the humanities and liberal arts is the fact that many prospective students avoided them for fear of loss of parental support,[63] and the perceived intolerance towards conservatives on college campuses, which tend to be dominated by left-wing faculty members, though the details are not as simple as they first appear.[64] On the other hand, in the life sciences, the number of students or researchers interested in a postdoctoral fellowship had plummeted thanks to a boom in the biotechnology industry, which has had an insatiable appetite for talents and is willing to pay much higher than universities.[65] [66] In physics and engineering, which are traditionally male-dominated fields, enrollments had also fallen since 2020, as white men lost interest in higher education.[67] Due to these trends, public universities have also trimmed their STEM departments.[68]

Colleges and universities have been criticized for offering degree programs that fail to provide students with relevant skills in the labor market after graduation,[69] as well as grade inflation by lowering standards both for admission and coursework. Economist Bryan Caplan has argued the combination of more college graduates and weaker learning outcomes has led to credential inflation, in which employers ask for college degrees for jobs that don’t need one and previously did not require one.[70] According to a Burning Glass Institute analysis of 2022 U.S. Census Bureau data, Bachelor’s degree holders in college-level jobs earn nearly 90% more than people with just a high-school diploma in their 20s, while 45% of college graduates are underemployed and earn 25% more than high-school graduates (not adjusting for any student loan debt of such graduates).[71] Due to popular demand, the cost of higher education has grown at a rate faster than inflation between the late 20th and early 21st centuries.[72] From the 1990s to the 2010s, tuition and fees rose 440%, as federal loans for students became more generous.[73] As costs went up, so did student debt.[74]

The 2010s were a turbulent period for higher education in the United States, as small private colleges from across the country faced deep financial trouble as they had to make high tuition discounts in order to attract students at a time when higher education costs were increasing, regulation was becoming more stringent, and demographic challenges were becoming more severe[75] By the early 2020s, enrollments were declining at a growing rate as the number of high-school graduates continued to fall. Pew Trusts projected in 2022 that most U.S. states will see a decline in grade-school enrollments during the 2020s, which would help curb of the cost of higher education going forward.[76] A 2019 analysis by Moody's Investor Services estimated that about 20% of all small private liberal arts colleges in the United States were in serious financial trouble.

Between the early 2000s and early 2020s, hundreds of institutions permanently closed their doors.[77] In fact, they were closing at an accelerating rate, and for-profit institutions were the hardest hit, as they were targeted by stricter regulations from the Obama administration.[78] Public universities had to downsize or to merge. Rural ones had closed majors across the board, from the humanities to the sciences.[79] More than half of the colleges and universities that remained saw substantial reductions in the number of students attending. Such institutions have adapted to the new reality by dropping programs with low student interest, including many in the liberal arts and the humanities, like gender studies and critical race theory,[80] creating majors for emerging fields, such as artificial intelligence, and professional programs, like law enforcement, investing in online learning programs, and addressing untapped demands, such as mid-career training or continuing education. By the early 2020s, the rate of growth of tuition fees had dropped, and some schools were freezing or even cutting theirs. If affordable or free online learning continued to grow, then non-elite institutions would struggle to justify their physical infrastructure. On the other hand, prestigious universities saw continued growth in the number of applicants and as such were in no danger of closing.[81] This was due partly to students sending their applications to more schools for a chance of getting admitted[82] and because (elite) institutions had not significantly expanded their capacities.[83]

Impact of the Coronavirus Pandemic

The arrival of COVID-19 in the United States in 2020 merely accelerated many of the previous trends at work.[84] The coronavirus not only wrought havoc on the nation but also caused a severe economic downturn. Consequently, families either delayed or avoided sending their children to institutions of higher education altogether.[85] Undergraduate enrollments dropped even after the return of in-person classes. Worse still for colleges and universities, they had become dependent on foreign students for revenue because they pay full tuition fees and the international restrictions imposed to alleviate the spread of the pandemic meant that this stream of revenue shrank substantially.[86] Several colleges permanently closed their doors by the end of the 2019–20 academic year.[87] Numerous institutions, including elite ones, suspended graduate programs in the humanities and liberal arts due to low student interest and dim employment prospects.[88] [11] Various polls indicated that a growing number of Americans became skeptical of the value of higher education relative to the cost[89] [90] and said they wanted to see K-12 education be less focused on college preparation.[91] Having witnessed the Millennials accumulating large amounts of student debts, members of Generation Z also tended to be more skeptical of the value of higher education[92] and have been more open to alternative educational routes and career options.[93] Young men, especially whites, have increasingly looked elsewhere due to the hostility of identity politics on campus directed towards them.[21] Meanwhile, the number of women's colleges continued to fall, following a decades-long trend.[94] But community colleges have fared the worst of all, losing 37% of enrollments between 2010 and 2023. Prospective students have been shunning them in large numbers due to the low quality of education and student services.[95] [96] As of 2024, American institutions of higher learning were closing at a rate of one per week.[97]

Some employers have now been hiring graduates directly from high school, offering them generous bonuses, high wages, and (paid) apprenticeship programs in order to offset the ongoing labor shortage.[98] [99] Trade schools and apprenticeship programs have seen significant increases in enrollment while about a third of college graduates, including 38% of recent graduates, worked in jobs that did not require a university degree, according to data from the Federal Reserve Bank of New York.[100] Although the previous Democratic administrations of Bill Clinton and Barack Obama focused on higher education and high-skilled jobs, the Joe Biden government has been emphasizing blue-collar jobs that do not require a college degree, as part of its economic plan to modernize public infrastructure and to rejuvenate the manufacturing sector.[101] Before Biden, President Donald Trump signed a 2017 executive order expanding federal funding for apprenticeship programs which had bipartisan support.[102] In 2022, President Biden announced an initiative aimed at expanding apprenticeship and work-based training programs in K-12 public schools in order to create a competitive and skilled workforce.[103] On the other hand, Biden's student loan relief plan worth $400 billion was struck down by the Supreme Court of the United States.[104]

In the aftermath of the COVID-19 pandemic, colleges and universities saw an increase in the number of faculty members leaving academia, citing low pay, stressful work environments, heavy workloads, lack of administrative support, and occupational burnout as reasons for their decisions. Non-tenure track professors now make up three-quarters of college faculty, up from a quarter in 1975. Moreover, lecturers and professors in the humanities face a highly precarious job market. Graduates who majored in the humanities and the liberal arts in the 2010s were most likely to regret having done so and had lower expected incomes than their counterparts in STEM.[105]

Between the early 2000s and the late 2010s, the number of students from emerging economies going abroad for higher education increased,[106] and the United States was the most popular destination for international students, many of whom were from mainland China.[107] [108] In fact, the United States was the single most popular destination for Chinese students; among children of the Chinese ruling class ("princelings"), attending elite institutions in the United States was commonplace and seen as a status symbol,[108] but the deterioration in the bilateral relationship as exemplified by President Donald Trump's entry restrictions on Chinese students in addition to the travel complications produced by the COVID-19 pandemic reduced the number of Chinese students enrolling in many American colleges and universities.[109] A 2023 report produced by the Institute of International Education said that international student enrollment for the 2022–2023 academic year in American higher education institutions had exceeded pre-pandemic levels, with strong growth coming from India and sub-Saharan Africa and overall enrollment growing at its fastest rate in 40 years.[110] Nevertheless, dependency on foreign students threatened the future of many American schools, which had hitherto been assuming that the number of international applicants would keep growing.[111] Falling demand for higher education in the United States will force this industry to become more innovative, which is something it has not been traditionally good at. Moreover, as the birth rates of teenagers and the lower classes continues to fall while women with higher incomes and education are having more children, students in the future will be less likely to have to rely on loans.

Controversy

The view that higher education is a bubble is debated. Some economists do not think that returns to a college education are falling but instead believe that the benefits far outweigh the costs.[16] [17] [18] Others argue that survival bias is not accounted for, given those who dropped out did not receive a degree but may have student loans to pay off, and that the benefits are only for those who graduate.[112] As of 2012, 29% of student debtors never graduated, and those who did could take decades to pay back the money they owed. Also, the returns for marginal students or students in certain majors, especially at costly private universities, may not justify the investment.[113] It has been suggested that the returns to education should be compared to the returns to other forms of investment such as the stock market, bonds, real estate, and private equity. A higher return would suggest underinvestment in higher education, but lower returns would suggest a bubble.[114] Studies have typically found a causal relationship between growth and education, although the quality and type of education matters, and not just the number of years of schooling.[115] [116] [117] [118]

In a financial bubble, assets like houses are sometimes purchased with a view to reselling at a higher price, and this can produce rapidly escalating prices as people speculate on future prices. An end to the spiral can provoke abrupt selling of the assets, resulting in an abrupt collapse in price the bursting of the bubble. Because the asset acquired through college attendance a higher education cannot be sold but only rented through wages, there is no similar mechanism that would cause an abrupt collapse in the value of existing degrees. For this reason, this analogy could be misleading. However, one rebuttal to the claims that a bubble analogy is misleading is the observation that the 'bursting' of the bubble are the negative effects on students who incur student debt, for example, as the American Association of State Colleges and Universities reports that "Students are deeper in debt today than ever before.... The trend of heavy debt burdens threatens to limit access to higher education, particularly for low-income and first-generation students, who tend to carry the heaviest debt burden. Federal student aid policy has steadily put resources into student loan programs rather than need-based grants, a trend that straps future generations with high debt burdens. Even students who receive federal grant aid are finding it more difficult to pay for college."[119]

However, the data actually show that notwithstanding a slight increase in 2008–2009, student loan default rates have declined since the mid-1980s and 1990s.[43] [44] During both periods of growth and recession, those with college degrees are much less likely than those without to be unemployed, even though they earn higher wages.[55]

Ohio University economist Richard Vedder has written in The Wall Street Journal that:

Alternatives to bubble hypothesis

A different explanation for rising tuition is the reduction of state and federal appropriations to colleges, making them more reliant on student tuition. Thus, it is not a bubble but a form of shifting costs away from state and federal funding over to students.[120] This has mostly applied to public universities which in 2011 for the first time have taken in more in tuition than in state funding and had the greatest increases in tuition. Implied from this shift away from public funding to tuition is privatization, although The New York Times reported that such claims are exaggerated.

A second hypothesis claims that as a result of federal law that severely restricts the ability of students to discharge their federally guaranteed student loans in bankruptcy, lenders and colleges know that students are on the hook for any amount that they borrow, including late fees and interest (which can be capitalized and increase the principal loan amount), thus removing the incentive to only provide students loans that the students can be reasonably expected to repay.[121] [122] As evidence for this hypothesis, it has been suggested that returning bankruptcy protections (and other standard consumer protections) to student loans would cause lenders to be more cautious, thereby causing a sharp decline in the availability of student loans, which, in turn, would decrease the influx of dollars to colleges and universities, who, in turn, would have to sharply decrease tuition to match the lower availability of funds.[123]

Economic and social commentator Gary North has remarked at LewRockwell.com, "To speak of college as a bubble is silly. A bubble does not pop until months or years after the funding ceases. There is no indication that the funding for college education will cease."[124]

Azar Nafisi, Johns Hopkins University professor and bestselling author of Reading Lolita in Tehran, has stated on the PBS NewsHour that a purely economic analysis of a higher education bubble is incomplete:

See also

Further reading

External links

Notes and References

  1. Archibald . Robert B. . Feldman . David (David H.) . 2006 . State Higher Education Spending and the Tax Revolt . The Journal of Higher Education . 77 . 4 . 618–644 . 10.1353/jhe.2006.0029 . 1538-4640 . 154906564.
  2. Web site: Barshay. Jill. Reflections on the underemployment of college graduates. Hechniger Report. Teachers College at Columbia University. 4 August 2014. 30 March 2015.
  3. News: Epperson . Sharon . September 11, 2014 . A higher-ed bubble even bigger than student loans . CNBC . April 11, 2023.
  4. News: April 5, 2023 . The university lottery . The Economist . April 11, 2023 . https://archive.today/20230405200454/https://www.economist.com/leaders/2023/04/05/the-university-lottery . April 5, 2023.
  5. News: Burke . Lilah . January 21, 2023 . What's a college degree worth? States start to demand colleges share the data. . Hechinger Report . April 11, 2023.
  6. News: U.S. Republican budget cuts social spending, boosts military. 2015-03-17. Reuters. 2016-05-09.
  7. Web site: Should the U.S. cut spending on education (yes) or the military (no)?. www.debate.org. 2016-05-09.
  8. Web site: Gov. Sam Brownback cuts higher education as Kansas tax receipts fall $53 million short. kansascity. 2016-05-09.
  9. Web site: Changing Priorities: State Criminal Justice Reforms and Investments in Education Center on Budget and Policy Priorities. www.cbpp.org. 2016-05-09.
  10. News: Turchin . Peter . December 27, 2016 . Social Instability Lies Ahead, Researcher Says . UConn Today . September 16, 2022.
  11. News: Smith . Noah . January 4, 2021 . America Is Pumping Out Too Many Ph.D.s . Bloomberg . September 23, 2021 . https://web.archive.org/web/20210113115056/https://www.bloomberg.com/opinion/articles/2021-01-04/america-is-pumping-out-too-many-ph-d-s . January 13, 2021.
  12. Web site: Packer . George . June 8, 2021 . How America Fractured Into Four Parts . live . https://web.archive.org/web/20210608111625/https://www.theatlantic.com/magazine/archive/2021/07/george-packer-four-americas/619012/ . 2021-06-08 . June 10, 2021 . The Atlantic . en.
  13. Book: Hobsbawm, Eric . Eric Hobsbawm . The Age of Extremes: The Short Twentieth Century 1914–1991 . Abacus . 1996 . 9780349106717 . Chapter Ten: Social Revolution 1945-1990.
  14. Book: Gaddis, John Lewis . The Cold War: A New History . Penguin Books . 2005 . 978-0143038276 . IV: The Emergence of Autonomy . John Lewis Gaddis.
  15. Suri . Jeremi . February 2009 . The Rise and Fall of an International Counterculture, 1960-1975 . American Historical Review . 114 . 1 . 45–68 . 10.1086/ahr.114.1.45 . 30223643. free .
  16. Michael Simkovic, Risk-Based Student Loans (2012)
  17. Thomas Lemieux, Postsecondary Education And Increasing Wage Inequality, 96 AM. ECON. REVIEW 195 (2006)
  18. Sandy Baum and Michael McPherson, Job-Skill Trends and the College-Wage Premium, Chronicle of Higher Education, Sept. 21, 2010
  19. News: Singletary . Michelle . Is college still worth it? Read this study. . 12 January 2020 . The Washington Post . 11 January 2020.
  20. News: August 31, 2019 . Expert predicts 25% of colleges will "fail" in the next 20 years . CBS News . August 28, 2019.
  21. News: Belkin . Douglas . September 6, 2021 . A Generation of American Men Give Up on College: 'I Just Feel Lost' . The Wall Street Journal . September 11, 2021.
  22. News: Cohn . Scott . December 3, 2019 . The other college debt crisis: Schools are going broke . CNBC . Education . January 29, 2020.
  23. News: Solman . Paul . March 28, 2019 . Anxious about debt, Generation Z makes college choice a financial one . PBS Newshour . May 12, 2019.
  24. News: Brenan . Megan . July 11, 2023 . Americans' Confidence in Higher Education Down Sharply . Gallup . July 12, 2023.
  25. News: Krupnick . Matt . August 29, 2017 . After decades of pushing bachelor's degrees, U.S. needs more tradespeople . PBS Newshour . May 17, 2019.
  26. News: Nadworny . Elissa . May 25, 2018 . Why Is Undergraduate College Enrollment Declining? . NPR . Education . November 28, 2019.
  27. News: Moody . Josh . May 26, 2022 . A 5th Straight Semester of Enrollment Declines . Inside Higher Education . August 21, 2022 . https://archive.today/20220817192456/https://www.insidehighered.com/views/2022/08/16/higher-ed-must-change-or-die-opinion . August 17, 2022.
  28. News: Steinberg . Anya . Nadworny . Elissa . March 28, 2022 . Community college enrollment is down, but skilled-trades programs are booming . NPR . May 2, 2023.
  29. News: Sanchez . Olivia . April 17, 2023 . While some students skip college, trade programs are booming . Associated Press . April 17, 2023.
  30. News: Flaherty . Colleen . July 5, 2022 . Calling It Quits . Inside Higher Education . August 21, 2022 . https://archive.today/20220705161801/https://www.insidehighered.com/news/2022/07/05/professors-are-leaving-academe-during-great-resignation . July 5, 2022.
  31. News: Hamilton-Honey . Emily . August 10, 2022 . The Humanities' Scholarly Infrastructure Isn't in Disarray – It's Disappearing . Inside Higher Education . August 21, 2022 . https://archive.today/20220821233936/https://www.insidehighered.com/views/2022/08/10/humanities-scholarly-infrastructure-vanishing-opinion . August 21, 2022.
  32. News: Van Dam . Andrew . September 2, 2022 . The most-regretted (and lowest-paying) college majors . The Washington Post . February 5, 2023 . https://archive.today/20220916195736/https://www.washingtonpost.com/business/2022/09/02/college-major-regrets/ . September 16, 2022.
  33. News: Marcus . Jon . March 7, 2013 . In era of high costs, humanities come under attack . Hechinger Report . April 20, 2023.
  34. News: April 3, 2023 . Was your degree really worth it? . The Economist . April 14, 2023 . https://archive.today/20230408160109/https://www.economist.com/international/2023/04/03/was-your-degree-really-worth-it . April 8, 2023.
  35. News: Thompson . Derek . July 26, 2017 . This Is the Way the College 'Bubble' Ends . The Atlantic . May 5, 2023 . https://archive.today/20170726150935/https://www.theatlantic.com/business/archive/2017/07/college-bubble-ends/534915/ . July 26, 2017.
  36. News: 26 January 2016 . Should more kids skip college for workforce training? . PBS Newshour . 2 October 2019.
  37. Bennett . William J. . Feb 18, 1987 . Our Greedy Colleges . The New York Times.
  38. 2010 . How U.S. News Calculates the College Rankings . .
  39. Dale . S.B. . Krueger . A.B. . December 1998 . Estimating the Payoff to Attending a More Selective College: An Application of Selection on Observables and Unobservables . dead . Industrial Relations Section . Princeton University . https://web.archive.org/web/20110716072917/http://www.irs.princeton.edu/pubs/pdfs/409.pdf . 2011-07-16 . 2011-05-03.
  40. Ley . Katharina . Keppo . Jussi . 2011 . The Credits that Count: How Credit Growth and Financial Aid Affect College Tuition and Fees . . Ley, K. and Keppo, J., SSRN . 10.2139/ssrn.1766549 . 154146898 . 1766549.
  41. News: Eichler . Alexander . August 30, 2011 . Hiring Is Up For The Class Of 2011, But Previous Classes Still Struggle . Huffington Post .
  42. Web site: Johnson . Lacey . 17 November 2011 . Job Outlook for College Graduates Is Slowly Improving . The Chronicle of Higher Education.
  43. Web site: Pope . Justin . 12 September 2011 . Student loan default rates jump . Phys.org . Science X network.
  44. News: Kirkham . Chris . September 12, 2011 . Led By For-Profit Colleges, Student Loan Defaults At Highest Level In A Decade . Huffington Post .
  45. McKinsey Global Institute, An Economy that Works: Job Creation and America's Future, June 2011
  46. Web site: Calculating the Risk of College. The Wall Street Journal. December 19, 2018. Douglas. Belkin. Dylan. Moriarty.
  47. Note that these add up to more than 100% because they are cumulative; e.g. it is assumed that all people with doctorates also have undergraduate and high school degrees, and are thus counted twice in the "lower" categories. Age 25 is used rather than age 18 because there are few people aged 18 or over with advanced degrees. Web site: Educational Attainment in the United States: 2018. U.S. Census Bureau. June 23, 2018. Percentages are calculated based on census data by counting people that had attained that level or higher.
  48. Book: Reynolds, Glenn H. . The higher education bubble . Encounter Books . 2012 . 978-1594036651 . New York . 1.
  49. News: Foroohar . Rana . April 26, 2020 . Coronavirus bursts the US college education bubble . Financial Times . May 5, 2023 . https://archive.today/20200426155925/https://www.ft.com/content/e5d50e86-861a-11ea-b872-8db45d5f6714 . April 26, 2020.
  50. News: Campos . Paul . January 8, 2015 . How a Louis Vuitton bag can explain the higher education bubble . The Week . May 5, 2023 . https://archive.today/20230506031434/https://theweek.com/articles/450341/how-louis-vuitton-bag-explain-higher-education-bubble . May 6, 2023.
  51. News: August 5, 2017 . Modern American elites have come to favour inconspicuous consumption . The Economist . September 11, 2021 . https://archive.today/20190509002300/https://www.economist.com/books-and-arts/2017/08/05/modern-american-elites-have-come-to-favour-inconspicuous-consumption . May 9, 2019 . Rather than filling garages with flashy cars, the data show, today’s rich devote their budgets to less visible but more valuable ends. Chief among them is education for their children: the top 10% now allocate almost four times as much of their spending to school and university as they did in 1996, whereas for other groups the figure has hardly budged..
  52. News: Currid-Halkett . Elizabeth . Elizabeth Currid-Halkett . June 14, 2017 . The new, subtle ways the rich signal their wealth . BBC Future . September 11, 2021 . Inconspicuous consumption – whether breastfeeding or education – is a means to a better quality of life and improved social mobility for one’s own children, whereas conspicuous consumption is merely an end in itself – simply ostentation. For today’s aspirational class, inconspicuous consumption choices secure and preserve social status, even if they do not necessarily display it..
  53. Web site: William R. Emmons. Ana H. Kent. Lowell R. Ricketts. Is College Still Worth It? The New Calculus of Falling Returns. January 7, 2019.
  54. News: Lowrey . Anne . May 13, 2021 . Why Millennials Can't Grow Up . The Atlantic . December 9, 2023 . https://archive.today/20210526191731/https://www.theatlantic.com/ideas/archive/2021/05/millennial-grandparents-unequal-generation/618859/ . May 26, 2021.
  55. Web site: May 4, 2011 . Education pays... . https://web.archive.org/web/20111220025246/http://www.bls.gov/emp/ep_chart_001.htm . December 20, 2011 . February 22, 2023 . Bureau of Labor Statistics . U.S. Department of Labor.
  56. Emmons . William R. . Kent . Ana H. . Ricketts . Lowell R. . 2019 . Is College Still Worth It? The New Calculus of Falling Returns . Federal Reserve Bank of St. Louis Review . . 101 . 4 . 297–329 . 10.20955/r.101.297-329 . free . 211431474.
  57. News: Marcus . Jon . 22 January 2016 . Facing skepticism, colleges set out to prove their value . PBS Newshour . 2 October 2019.
  58. News: Jones . Laura . June 9, 2021 . The fight to find work: 'I've applied for 200 jobs' . BBC . June 29, 2023.
  59. Web site: CNBC. Mike. Winters. March 16, 2024. The 16 worst-paying college majors, five years after graduation.
  60. News: Dickler . Jessica . November 12, 2022 . The top 10 most-regretted college majors — and the degrees graduates wish they had pursued instead . CNBC . February 5, 2023.
  61. Web site: The 16 highest-paying college majors, 5 years after graduation. March 16, 2024. Mike. Winters. CNBC.
  62. News: Harris . Sam . December 13, 2018 . The Liberal Arts May Not Survive the 21st Century . The Atlantic . Education . December 8, 2023 . https://archive.today/20200804222345/https://www.theatlantic.com/education/archive/2018/12/the-liberal-arts-may-not-survive-the-21st-century/577876/ . August 4, 2020.
  63. News: Berlatsky . Noah . October 8, 2018 . Are millennials to blame for the decline in English majors? . NBC . April 20, 2023.
  64. News: Jaschik . Scott . February 27, 2017 . Professors and Politics: What the Research Says . Inside Higher Education . April 20, 2023 . https://archive.today/20211121224403/https://www.insidehighered.com/news/2017/02/27/research-confirms-professors-lean-left-questions-assumptions-about-what-means . November 21, 2021.
  65. News: Langin . Katie . June 13, 2022 . As professors struggle to recruit postdocs, calls for structural change in academia intensify . Science . May 19, 2023.
  66. News: Wosen . Jonathan . November 10, 2022 . 'The tipping point is coming': Unprecedented exodus of young life scientists is shaking up academia . Stat News . May 19, 2023 . https://archive.today/20221114173416/https://www.statnews.com/2022/11/10/tipping-point-is-coming-unprecedented-exodus-of-young-life-scientists-shaking-up-academia/ . November 14, 2022.
  67. News: Boatman . Liz . June 15, 2023 . As Undergrad Physics Enrollment Stumbles, Departments Look Inward . APS News . July 26, 2023.
  68. News: Powell . Michael . December 3, 2023 . What Happens When A Poor State Guts Its University . The Atlantic . Education . December 8, 2023 . https://archive.today/20231205012135/https://www.theatlantic.com/ideas/archive/2023/12/class-war-west-virignia-university/676152/ . December 5, 2023.
  69. Web site: Half of College Grads Are Working Jobs That Don't Use Their Degrees. The Wall Street Journal. February 22, 2024. Vanessa. Fuhrmans. Lindsay. Ellis.
  70. Web site: Why Americans Have Lost Faith in the Value of College. The Wall Street Journal. January 19, 2024. February 1, 2024. Douglas. Belkin.
  71. Web site: Half of College Grads Are Working Jobs That Don't Use Their Degrees. The Wall Street Journal. February 22, 2024. Vanessa. Fuhrmans. Lindsay. Ellis.
  72. News: Turchin . Peter . August 16, 2012 . Cliodynamics: can science decode the laws of history? . The Conversation . September 22, 2021.
  73. News: Will . George F. . June 8, 2012 . Subprime college educations . The Washington Post . May 7, 2023 . https://archive.today/20230507192848/https://www.washingtonpost.com/opinions/george-will-subprime-college-educations/2012/06/08/gJQA4fGiOV_story.html . May 7, 2023.
  74. News: Mitchell . Josh . May 31, 2012 . Student Debt Rises by 8% as College Tuitions Climb . The Wall Street Journal . May 7, 2023 . https://archive.today/20230507193633/https://www.wsj.com/amp/articles/SB10001424052702303640104577438252890217584 . May 7, 2023.
  75. News: November 1, 2019 . A look at trends in college and university consolidation since 2016 . Education Dive . November 28, 2019.
  76. Web site: Chapman . Jeff . December 5, 2022 . The Long-Term Decline in Fertility—and What It Means for State Budgets . May 6, 2023 . Pew Trusts.
  77. News: Barshay . Jill . November 21, 2022 . PROOF POINTS: 861 colleges and 9,499 campuses have closed down since 2004 . Hechinger Report . January 16, 2023.
  78. News: Belkin . Douglas . July 19, 2017 . More Colleges Drop Out . The Wall Street Journal . May 5, 2023 . https://archive.today/20170720134021/https://www.wsj.com/articles/more-colleges-dropping-out-1500506002 . July 20, 2017.
  79. News: Marcus . Jon . December 16, 2022 . Rural universities, already few and far between, are being stripped of majors . Hechinger Report . May 26, 2023.
  80. News: Dutt-Ballerstadt . Reshmi . March 1, 2019 . Academic Prioritization or Killing the Liberal Arts? . Inside Higher Ed . March 1, 2021.
  81. News: Dickler . Jessica . February 22, 2023 . More colleges set to close even as top schools experience application boom . CNBC . April 1, 2023.
  82. News: Kirshner . Jodie Adams . January 8, 2023 . Why Some Students Are Skipping College . The Atlantic . May 26, 2023 . https://archive.today/20230108145739/https://www.theatlantic.com/ideas/archive/2023/01/student-college-debt-biden-cancellation-forgiveness/672655/ . January 8, 2023.
  83. News: Petrilli . Michael J. . Enamorado . Pedro . March 24, 2020 . Yes, It Really Is Harder to Get into Highly Selective Colleges Today . Education Next . live . February 19, 2021 . https://web.archive.org/web/20201024195730/https://www.educationnext.org/yes-it-really-is-harder-to-get-into-highly-selective-colleges-today-comparison-sat-scores-over-time/ . October 24, 2020.
  84. News: May 28, 2020 . Could a fifth of America's colleges really face the chop? . The Economist . United States . July 13, 2020.
  85. News: Dickler . Jessica . March 14, 2021 . Fewer kids are going to college because they say it costs too much . CNBC . September 19, 2021.
  86. News: Watney . Caleb . July 19, 2020 . America's Innovation Engine Is Slowing . The Atlantic . February 1, 2023 . https://archive.today/20200723034942/https://www.theatlantic.com/ideas/archive/2020/07/americas-innovation-engine-slowing/614320/ . July 23, 2020.
  87. News: Aspegren . Elinor . January 28, 2021 . These colleges survived World Wars, the Spanish flu and more. They couldn't withstand COVID-19 pandemic. . USA Today . March 1, 2021.
  88. News: Korn . Melissa . December 29, 2020 . Pandemic Leads Dozens of Universities to Pause Ph.D. Admissions . Wall Street Journal . Education . September 23, 2021.
  89. News: Paterson . James . July 3, 2018 . Yet another report says fewer Americans value 4-year degree . Education Dive . August 2, 2019.
  90. News: Wellemeyer . James . 6 August 2019 . Half of young Americans say college is no longer necessary . Market Watch . 6 August 2019.
  91. News: Stanford . Libby . College Readiness Shouldn't Be a Top Priority for K-12 Anymore, Survey Shows . Education Week . January 20, 2023 . https://archive.today/20230225170937/https://www.edweek.org/teaching-learning/college-readiness-shouldnt-be-a-top-priority-for-k-12-anymore-survey-shows/2023/01 . February 25, 2023.
  92. News: Knott . Katherine . August 12, 2022 . Gen Z's Distrust in Higher Ed a 'Red Flag' . Inside Higher Education . August 21, 2022 . https://archive.today/20220812140844/https://www.insidehighered.com/news/2022/08/12/survey-highlights-gen-zs-distrust-higher-ed . August 12, 2022.
  93. News: July 24, 2019 . Can Gen Z Save Manufacturing from the 'Silver Tsunami'? . Industry Week . July 27, 2019.
  94. News: Shugarman . Emily . August 14, 2021 . The Fight to Save Women's Colleges From Extinction . The Daily Beast . U.S. News . September 8, 2021.
  95. News: Marcus . Jon . April 2, 2023 . Community colleges are reeling. 'The reckoning is here.' . Associated Press . April 3, 2023.
  96. Web site: College enrollment picks up for the first time in over a decade—but student debt is still a major sticking point. CNBC. Jessica. Dickler. January 24, 2024. February 1, 2024.
  97. News: Marcus . Jon . April 26, 2024 . Colleges are now closing at a pace of one a week. What happens to the students? . June 30, 2024 . The Hechinger Report.
  98. News: Binkley . Collin . March 9, 2023 . Jaded with education, more Americans are skipping college . Associated Press . March 9, 2023.
  99. News: Chen . Te-Ping . April 1, 2024 . How Gen Z Is Becoming the Toolbelt Generation . https://archive.today/20240410213641/https://www.wsj.com/lifestyle/careers/gen-z-trades-jobs-plumbing-welding-a76b5e43 . April 10, 2024 . April 14, 2024 . Wall Street Journal.
  100. News: Will . George F. . April 19, 2023 . As enrollment plummets, academia gets schooled about where it went wrong . The Washington Post . July 13, 2023 . https://archive.today/20230421035949/https://www.washingtonpost.com/opinions/2023/04/19/declining-college-enrollment-value/ . April 21, 2023.
  101. News: Brownstein . Ronald . January 5, 2023 . Biden's Blue-Collar Bet . The Atlantic . March 29, 2023 . https://archive.today/20230116012124/https://www.theatlantic.com/politics/archive/2023/01/biden-economic-job-growth-blue-collar-workers-infrastructure-legislation/672649/ . January 16, 2023.
  102. News: Wagner . John . June 15, 2017 . Trump touts apprenticeships, turning to an issue with bipartisan support . The Washington Post . July 12, 2023 . https://archive.today/20210220151531/https://www.washingtonpost.com/news/post-politics/wp/2017/06/15/trump-to-tout-apprenticeships-turning-to-an-issue-with-bipartisan-support/ . February 20, 2021.
  103. News: Stanford . Libby . November 14, 2022 . Biden Administration Urges Schools to Expand Apprenticeships and Career Learning . Education Week . February 25, 2023 . https://archive.today/20230225172257/https://www.edweek.org/teaching-learning/biden-administration-urges-schools-to-expand-apprenticeships-and-career-learning/2022/11 . February 25, 2023.
  104. News: Sherman . Mark . June 30, 2023 . The Supreme Court rejects Biden's plan to wipe away $400 billion in student loan debt . Associated Press . June 30, 2023.
  105. News: Van Dam . Andrew . September 2, 2022 . The most-regretted (and lowest-paying) college majors . The Washington Post . Department of Data . September 21, 2022 . https://archive.today/20220902104308/https://www.washingtonpost.com/business/2022/09/02/college-major-regrets/ . September 2, 2022.
  106. News: Birrell . Hamish . November 17, 2020 . A golden age for universities will come to an end . The Economist . December 31, 2020.
  107. News: Watanabe . Shin . November 4, 2020 . US visas for Chinese students tumble 99% as tensions rise . Nikkei Asia . live . February 7, 2021 . https://web.archive.org/web/20210206005858/https://asia.nikkei.com/Politics/International-relations/US-visas-for-Chinese-students-tumble-99-as-tensions-rise2 . February 6, 2021.
  108. News: Higgins . Andrew . Fan . Maureen . May 19, 2012 . Chinese communist leaders denounce U.S. values but send children to U.S. colleges . The Washington Post . May 17, 2023 . https://archive.today/20140325024706/http://www.washingtonpost.com/world/asia_pacific/chinese-communist-leaders-denounce-us-values-but-send-children-to-us-colleges/2012/05/18/gIQAiEidZU_story.html . March 25, 2014.
  109. News: August 8, 2020 . Covid-19 will be painful for universities, but also bring change . The Economist . December 3, 2020 . December 3, 2020 . https://web.archive.org/web/20201203001722/https://www.economist.com/leaders/2020/08/08/covid-19-will-be-painful-for-universities-but-also-bring-change . live .
  110. News: Anderson . Nick . With surge from India, international students flock to United States . The Washington Post . November 13, 2023.
  111. News: Seltzer . Rick . September 15, 2016 . The International Bubble . Inside Higher Education . May 17, 2023 . https://archive.today/20230517204723/https://www.insidehighered.com/news/2016/09/26/panelists-warn-international-student-bubble . May 17, 2023.
  112. Book: Claudia Goldin . Claudia Goldin . The Race Between Education and Technology . Lawrence F. Katz . Lawrence F. Katz . The Belknap Press of Harvard University Press . 2008.
  113. Book: Caplan, Bryan . 2018 . The Case Against Education: Why the Education System Is a Waste of Time and Money . Princeton University Press . 978-0691174655.
  114. 2551567. The Knowledge Tax. Simkovic. Michael. 2015. University of Chicago Law Review.
  115. Benhabib. Jess. Spiegel. Mark M.. The role of human capital in economic development evidence from aggregate cross-country data. Journal of Monetary Economics. October 1994. 34. 2. 143–173. 10.1016/0304-3932(94)90047-7.
  116. Web site: Pritchett. Lant. Where has all the education gone?. Harvard.edu. World Bank & Kennedy School of Government (2000).
  117. Hanushek. Eric A.. Woessmann. Ludger. How Much Do Educational Outcomes Matter in OECD Countries?. IZA Discussion Paper No. 5401. December 2010.
  118. Holmes. Craig. Has the Expansion of Higher Education Led to Greater Economic Growth?. National Institute Economic Review. May 2013. 224. 1. R29–R47. 10.1177/002795011322400103. 154479251 .
  119. Web site: Student Debt Burden, Volume 3, Number 8, August 2006 . Nick . Hillman . . 2006 . 2011-07-13 . https://web.archive.org/web/20101211234238/http://aascu.org/media/pm/pdf/v3n8.pdf . 2010-12-11 . dead .
  120. "Public Universities Relying More on Tuition Than State Money", The New York Times 2011/01/24
  121. News: Quinn. Jane. Student Loans: Time to Reform the Law That Treats Debtors Like Crooks. 6 January 2018. CBS News. 24 September 2010.
  122. Web site: Weissman. Jordan. How the Bush Administration Pointlessly Screwed Over Student Borrowers. Slate. 6 January 2018. 16 April 2015.
  123. Web site: Why College Prices Keep Rising . Forbes.com. 2012 .
  124. Web site: College: Why It Is Not a Bubble. LewRockwell.com. November 15, 2011. Gary North. May 2, 2011. Gary North (economist).