My 2024 Higher Education Finance Reading List (Robert Kelchen)

[Editor's note: This article first appeared at the Kelchen on Education blog.]

As a department head, I typically only teach one class per year. This spring, I get to teach my PhD class in higher education finance again—the eighth time that I have taught it in my eleven-year faculty career. Each time, I have updated the readings considerably as the field is moving quickly and I figure out what works best for the students. I use articles, working papers, news coverage, and other online resources to provide a current look at the state of higher education finance.

The format that I have taught the class using has also changed frequently over time due to what works best for the program and other events of the past several years. Here are reading lists from previous years and how I have taught the class:

Summer 2023: Accelerated five-week format, mix of asynchronous and online synchronous

Spring 2022: Online synchronous, meeting one evening per week

Spring 2020: Met one Saturday per month, started out in person but moved to Zoom halfway through due to the pandemic

Fall 2017: In person, meeting one evening per week

This spring, I am back to teaching the class in person one evening per week for the first time in nearly seven years. Here is the reading list I am assigning my students for the course. I link to the final versions of the articles whenever possible, but those without access to an academic library should note that earlier versions of many of these articles are available online via a quick Google search.

The higher education finance landscape and data sources

Chetty, R., Friedman, J. N., Saez, E., Turner, N., & Yagan, D. (2017). Mobility report cards: The role of colleges in intergenerational mobility. Working paper. (link)

Schanzenbach, D. W., Bauer, L., & Breitwieser, A. (2017). Eight economic facts on higher education. The Hamilton Project. (link)

Webber, D. A. (2021). A growing divide: The promise and pitfalls of higher education for the working class. The ANNALS of the American Academy of Political and Social Science, 695, 94-106. (link)

Recommended data sources:

College Scorecard: https://collegescorecard.ed.gov/ (underlying data at https://collegescorecard.ed.gov/data/)

Equality of Opportunity Project: http://www.equality-of-opportunity.org/college

IPEDS: https://nces.ed.gov/ipeds/use-the-data

NCES Data Lab: https://nces.ed.gov/datalab/index.aspx

Postsecondary Value Commission’s Equitable Value Explorer: https://www.postsecondaryvalue.org/equitable-value-explorer/

ProPublica’s Nonprofit Explorer: https://projects.propublica.org/nonprofits/

Urban Institute’s Data Explorer: https://educationdata.urban.org/data-explorer/colleges/

Institutional budgeting

Barr, M.J., & McClellan, G.S. (2010). Understanding budgets. In Budgets and financial management in higher education (pp. 55-85). Jossey-Bass. (link)

Jaquette, O., Kramer II, D. A., & Curs, B. R. (2018). Growing the pie? The effect of responsibility center management on tuition revenue. The Journal of Higher Education, 89(5), 637-676. (link)

Rutherford, A., & Rabovsky, T. (2018). Does the motivation for market-based reform matter? The case of responsibility-centered management. Public Administration Review, 78(4), 626-639. (link)

University of Tennessee System’s FY2024 budget: https://finance.tennessee.edu/budget/documents/

University of Tennessee System’s FY2022 annual financial report: https://treasurer.tennessee.edu/reports/

UTK’s Budget Allocation Model (responsibility center management) website: https://budget.utk.edu/budget-allocation-model/

Higher education expenditures

Archibald, R. B., & Feldman, D. H. (2018). Drivers of the rising price of a college education. Midwestern Higher Education Compact. (link)

Commonfund Institute (2023). 2023 higher education price index. (link)

Griffith, A. L., & Rask, K. N. (2016). The effect of institutional expenditures on employment outcomes and earnings. Economic Inquiry, 54(4), 1931-1945. (link)

Hemelt, S. W., Stange, K. M., Furquim, F., Simon, A., & Sawyer, J. E. (2021). Why is math cheaper than English? Understanding cost differences in higher education. Journal of Labor Economics, 39(2), 397-435. (link)

Korn, M., Fuller, A., & Forsyth, J. S. (2023, August 10). Colleges spend like there’s no tomorrow. ‘These places are just devouring money.’ The Wall Street Journal. (link)

The financial viability of higher education

Britton, T., Rall, R. M., & Commodore, F. (2023). The keys to endurance: An investigation of the institutional factors relating to the persistence of Historically Black Colleges and Universities. The Journal of Higher Education, 94(3), 310-332. (link)

Ducoff, N. (2019, December 9). Students pay the price if a college fails. So why are we protecting failing institutions? The Hechinger Report. (link)

Jesse, D., & Bauman, D. (2023, November 13). This small college was out of options. Will its creditors give it a break? The Chronicle of Higher Education. (link)

Massachusetts Board of Higher Education (2019). Final report & recommendations. Transitions in higher education: Safeguarding the interest of students (THESIS). (link)

Sullivan, G. W., & Stergios, J. (2019). A risky proposal for private colleges: Ten reasons why the Board of Higher Education must rethink its plan. Pioneer Institute. (link)

Tarrant, M., Bray, N., & Katsinas, S. (2018). The invisible colleges revisited: An empirical review. The Journal of Higher Education, 89(3), 341-367. (link)

State and sources of revenue

Chakrabarti, R., Gorton, N., & Lovenheim, M. F. (2020). State investment in higher education: Effects on human capital formation, student debt, and long-term financial outcomes of students. National Bureau of Economic Research Working Paper 27885. (link)

Gándara, D. (2023). “One of the weakest budget players in the state”: State funding of higher education at the onset of the COVID-19 pandemic. Educational Evaluation and Policy Analysis. (link)

Kelchen, R., Ortagus, J. C., Rosinger, K. O., Baker, D., & Lingo, M. (2023). The relationships between state higher education funding strategies and college access and success. Educational Researcher. (link)

Kunkle, K., & Laderman, S. (2023). State higher education finance: FY 2022. State Higher Education Executive Officers Association. (link)

Ortagus, J. C., Kelchen, R., Rosinger, K. O., & Voorhees, N. (2020). Performance-based funding in American higher education: A systematic synthesis of the intended and unintended consequences. Educational Evaluation and Policy Analysis, 42(4), 520-550. (link)

Tennessee’s outcomes-based funding formula: https://www.tn.gov/thec/bureaus/ppr/fiscal-policy/outcomes-based-funding-formula-resources/2020-25-obf.html

Federal sources of revenue

Bergman, P., Denning, J. T., & Manoli, D. (2019). Is information enough? The effect of information about education tax benefits on student outcomes. Journal of Policy Analysis and Management, 38(3), 706-731. (link)

Black, S. E., Turner, L. J., & Denning, J. T. (2023). PLUS or minus? The effect of graduate school loans on access, attainment, and prices. National Bureau of Economic Research Working Paper 31291. (link)

Graddy-Reed, A., Feldman, M., Bercovitz, J., & Langford, W. S. (2021). The distribution of indirect cost recovery in academic research. Science and Public Policy, 48(3), 364-386. (link)

Kelchen, R., & Liu, Z. (2022). Did gainful employment regulations result in college and program closures? Education Finance and Policy, 17(3), 454-478. (link)

Ward, J. D. (2019). Intended and unintended consequences of for-profit college regulation: Examining the 90/10 rule. Journal of Student Financial Aid, 48(3), Article 4. (link)

College pricing, tuition revenue, and endowments

Baker, D. J. (2020). “Name and shame”: An effective strategy for college tuition accountability? Educational Evaluation and Policy Analysis, 42(3), 1-24. (link)

Baum, S., & Lee, V. (2018). Understanding endowments. Urban Institute. (link)

Delaney, T., & Marcotte, D. E. (2023). The cost of public higher education and college enrollment. The Journal of Higher Education. (link)

Kelchen, R., & Pingel, S. (2023). Examining the effects of tuition controls on student enrollment. Research in Higher Education. (link)

Knox, L. (2023, December 4). Seeking an enrollment Hail Mary, small colleges look to athletics. Inside Higher Ed. (link)

Ma, J., & Pender, M. (2023). Trends in college pricing and student aid 2023. (link)

Webber, D. A. (2017). State divestment and tuition at public institutions. Economics of Education Review, 60, 1-4. (link)

Financial aid policies, practices, and impacts

Anderson, D. M., Broton, K. M., Goldrick-Rab, S., & Kelchen, R. (2020). Experimental evidence on the impacts of need-based financial aid: Longitudinal assessment of the Wisconsin Scholars Grant. Journal of Policy Analysis and Management, 39(3), 720-739. (link)

Billings, M. S., Clayton, A. B., & Worsham, R. (2022). FAFSA and beyond: How advisers manage their administrative burden in the financial aid process. Journal of Student Financial Aid, 51(2), Article 2. (link)

Dynarski, S., Page, L. C., & Scott-Clayton, J. (2022). College costs, financial aid, and student decisions. National Bureau of Economic Research Working Paper 30275. (link)

LaSota, R. R., Polanin, J. R., Perna, L. W., Austin, M. J., Steingut, R. R., & Rodgers, M. A. (2022). The effects of losing postsecondary student grant aid: Results from a systematic review. Educational Researcher, 51(2), 160-168. (link)

Page, L. C., Sacerdote, B. I, Goldrick-Rab, S., & Castleman, B. L. (2023). Financial aid nudges: A national experiment with informational interventions. Educational Evaluation and Policy Analysis, 45(2), 195-219. (link)

Student debt and financing college

Baker, D. J. (2019). When average is not enough: A case study examining the variation in the influences on undergraduate debt burden. AERA Open, 5(2), 1-26. (link)

Black, S. E., Denning, J. T., Dettling, L. J., Goodman, S., & Turner, L. (2020). Taking it to the limit: Effects of increased student loan availability on attainment, earnings, and financial well-being. American Economic Review, 113(12), 3357-3400. (link)

Boatman, A., Evans, B. J., & Soliz, A. (2017). Understanding loan aversion in education: Evidence from high school seniors, community college students, and adults. AERA Open, 3(1), 1-16. (link)

Dinerstein, M., Yannelis, C., & Chen, C. (2023). Debt moratoria: Evidence from student loan forbearance. National Bureau of Economic Research Working Paper 31247. (link)

Levine, P. B., & Ritter, D. (2023). The racial wealth gap, financial aid, and college access. Journal of Policy Analysis and Management. (link)

Free college/college promise programs

Carruthers, C. K., Fox, W. F., & Jepsen, C. (2023). What Knox achieved: Estimated effects of tuition-free community college on attainment and earnings. The Journal of Human Resources. (link)

Gándara, D., & Li, A. Y. (2020). Promise for whom? “Free-college” programs and enrollments by race and gender classifications at public, 2-year colleges. Educational Evaluation and Policy Analysis, 42(4), 603-627. (link)

Monaghan, D. B. (2023). How well do students understand “free community college”? Promise programs as informational interventions. AERA Open, 9(1), 1-13. (link)

Murphy, R., Scott-Clayton, J., & Wyness, G. (2017). Lessons from the end of free college in England. Washington, DC: The Brookings Institution. (link)

Perna, L. W., Leigh, E. W., & Carroll, S. (2018). “Free college:” A new and improved state approach to increasing educational attainment? American Behavioral Scientist, 61(14), 1740-1756. (link)

Map of college promise/free college programs (Penn AHEAD) (link)

Returns to education

Conzelmann, J. G., Hemelt, S. W., Hershbein, B. J., Martin, S., Simon, A., & Stange, K. M. (2023). Grads on the go: Measuring college-specific labor markets for graduates. Journal of Policy Analysis and Management. (link)

Darity, Jr., W. A., & Underwood, M. (2021). Reconsidering the relationship between higher education, earnings, and productivity. Postsecondary Value Commission. (link)

Deterding, N. M., & Pedulla, D. S. (2016). Educational authority in the “open door” marketplace: Labor market consequences of for-profit, nonprofit, and fictional educational credentials. Sociology of Education, 89(3), 155-170. (link)

Ma, J., & Pender, M. (2023). Education pays 2023: The benefits of higher education for individuals and society. The College Board. (link)

Webber, D. A. (2016). Are college costs worth it? How ability, major, and debt affect the returns to schooling. Economics of Education Review, 53, 296-310. (link)

Sotheby's Institute of Art on Department of Education's Heightened Cash Monitoring 2 List

Sotheby's Institute of Art (SIA) in New York City is one of only three institutions under the US Department of Education's Heightened Cash Monitoring 2 list for "financial responsibility" problems. 

SIA is owned by Cambridge Information Group, which is the parent company of ProQuest, The School of the New York Times, Hammond's Candies, the Scranton/Wilkes-Barre RailRiders minor league baseball team, and other investments. 

(Seven NY institutions were under HCM2. Source: US Department of Education)

According to the US Department of Education (ED), "schools may be placed on HCM1 or HCM2 as a result of compliance issues including but not limited to accreditation issues, late or missing annual financial statements and/or audits, outstanding liabilities, denial of re-certifications, concern around the school's administrative capabilities, concern around a school's financial responsibility, and possibly severe findings uncovered during a program review."

Also according to ED, "a school placed on HCM2 no longer receives funds under the Advance Payment Method. After a school on HCM2 makes disbursements to students from its own institutional funds, a Reimbursement Payment Request must be submitted for those funds to the Department." Schools in this position are often in such financial hardship that they may close.  

The September 2023 Heightened Cash Monitoring 2 list includes less than 100 schools nationwide and seven schools in New York. A disproportionate number of schools are small religious-based institutions and for-profit vocational colleges. 

Unlike most of the schools on the HCM list, Sotheby's has a prestigious name--and it uses its relationship with the auction house to elevate its brand. According to its vision statement, "Sotheby’s Institute of Art is the global leader in art world education, shaping future generations of cultural stewards and art market professionals."  

And according to its website "Sotheby’s Institute of Art alumni form a network of over 8,000 talented individuals around the world. Our graduates hold leading positions at renowned international arts organisations including Frieze, 1-54 Contemporary African Art Fair, M+, the Institute of Contemporary Photography, the Victoria & Albert Museum, the Guggenheim Abu Dhabi, the Smithsonian Museum of Natural History, the Fine Art Group, the UK National Archives, Cartier, and numerous other galleries, auction houses, museums, luxury brands, art fairs, advisories, law firms and beyond."

The US Department of Education's College Navigator indicates that SIA's student population in the US is about 200. Tuition alone is $56,340 per year. The school's US faculty includes one full-time instructor and 35 part-timers. 87 percent of the students are female; 49 percent are Asian. The school only offers certificates and graduate degree programs. SIA's website does not appear to name any Board members.  

US Department of Education (IPEDS) data also suggest that SIA's expenses have surpassed revenues since 2016-17.  

(Source: US Department of Education)

The Higher Education Inquirer is in the process of gathering more information about the school's finances and whether students should be aware of the HCM status. Other schools on the list have recently closed or are in the process of closing, including Bay State College, King's College, and Union Institute.  

Related links: 

Ambow Education Facing Financial Collapse

A preliminary list of private colleges at risk

University of Phoenix's Sinking Ship: Who is Chris Lynne?

Who is Chris Lynne, the latest President of the University of Phoenix?  The school has posted a short, glowing biography that provides some information: four years as the CFO of University of Phoenix, former President of HotChalk and former CFO of Northcentral University.  A Wikipedia article was created for him earlier this year but was recently deleted.

People in the edtech industry say they know little about Chris Lynne, at least not publicly. Of three experts who did respond off the record, no one said anything positive. One mentioned problems at HotChalk and another, problems at Northcentral. The third expert claimed to know nothing, despite decades in the business.

Lynne has worked for a number of companies with issues: accounting firm Arthur Andersen (corruption scandal with Enron led to its closing in 2002), Vice-President at Education Management Corporation (predatory enrollment, financial failure) from 2003-2010, CFO at Northcentral University (financial troubles/US Department of Education Heightened Cash Monitoring) from 2010-2014, President at HotChalk (federal violations with Concordia contract), and CFO at the University of Phoenix from 2018-2022. While no one should be found guilty by their associations, this string of questionable employers does not look good.

Information about Chris Lynne from the WayBack machine.

In June 2022, the University of Phoenix made Chris Lynne the interim President of the school, replacing George Burnett. At the helm for less than six months, Burnett resigned amid an inquiry by the US Department of Education about his work at the now defunct Westwood College. Burnett and Lynne worked together several years at Northcentral University, another subprime college. 

Work at the University of Phoenix 

Chris Lynne was Phoenix's CFO beginning in November 2018. Despite almost a billion dollars government funding per year, US Department of Education data show the school's equity for the Arizona segment declined significantly, from $361M in FY 2018 to $187M in FY 2021. No other data after that are available.

In June 2022, Lynne was named the interim President of the University of Phoenix.  Six months later, he was appointed to that position permanently. Little if anything is known about the hiring process that occurred, and who else was considered for the position.

The truth is, without looking at all the books and matching them with expert observations, we have no idea what Chris Lynne has done as the CFO and now President of the University of Phoenix. The numbers we have from the US Department of Education show a school in decline in terms of enrollment and revenues, shored up by closing campuses and reducing instruction costs.  We do not know what the University of Phoenix has done to maintain its infrastructure, including its computer hardware and software. 

If we could take a close look at all the financial records, examine the school's infrastructure, and interview workers, we would know better how Lynne has handled his work at the school and what shape the University of Phoenix is in for the long run as it is sold to the folks in Idaho.

Related articles:

University of Phoenix and the Ash Heap of Higher Ed History

Fraud Claims Against University of Phoenix Continue to Mount

How University of Phoenix Failed. It's a Long Story. But It's Important for the Future of Higher Education. 

New University of Phoenix Head Ran College That Closed After Fraud Suit (David Halperin)

The 17 Questions The Education Dept. Asked A University President Before He Resigned