In September 2016, Matthew Hendricks, an associate professor of economics at the University of Tulsa, opened an administrative email that would forever alter his relationship with higher education. The message from his university’s leadership carried a bleak and immediate pronouncement: the small, private research institution in Oklahoma would halt its contributions to its employee retirement plan, and forty-three staff members would immediately lose their livelihoods. As an expert in econometrics with a academic focus on educational institutions, Hendricks was not merely disappointed; he was profoundly bewildered. Under normal economic laws, a university boasting an undergraduate enrollment of only forty-five hundred students alongside a historic, oil-funded endowment exceeding one billion dollars should have been an impenetrable fortress of financial security, sheltered from any sudden operational crisis. Secure within the protective cocoon of professional academic tenure, which shielded him from administrative retaliation and job loss, Hendricks decided to transform his confusion into a rigorous personal investigation. He began digging deep into the audited financial statements of his own employer to trace how a school with such extraordinary natural resources and financial backing had managed to quietly run up a staggering twenty-six-million-dollar annual budget deficit. What he uncovered was a classic modern tale of institutional hubris, driven by a 2010 strategic expansion plan titled “Embrace The Future.” Under this ambitious corporate vision, the university had enthusiastically poured millions of dollars into expensive expansion projects that had absolutely nothing to do with classroom instruction or research, including aggressively upgrading its athletic department to NCAA Division I status, renovating its football stadium, constructing lavish new student residence halls, and erecting a massive seventy-thousand-square-foot performing arts center. While tuition-paying families assumed their money was funding academic excellence, the university was actively bloating its non-instructional payroll. Hendricks discovered that Tulsa had duplicated its peer group’s staffing levels in ancillary operations, maintaining an in-house marketing agency of twenty people, an internal dining service that bled cash daily, a thirty-officer police force, a massive grounds crew, and an oversized library staff of twenty. By systematically drilling down into audited financial reports, Hendricks exposed how a prestigious academic institution had lost its core identity, trading academic resources for administrative grandeur and operational inefficiency.
The brewing crisis reached a dramatic tipping point in April 2019 when Tulsa’s newly appointed president, Dr. Gerard Clancy, unveiled a severe academic triage initiative called “True Commitment.” This new directive sought to close the budget deficit not by reducing administrative overhead or marketing bloat, but by gutting the intellectual heart of the institution. The plan proposed the immediate termination of more than eighty academic programs—disproportionately targeting the liberal arts, philosophy, fine arts, and humanities—while redirecting what remained of the university’s resources toward pre-professional programs in STEM, business, law, and health. Hendricks was horrified, publicly decrying the strategy as an educational catastrophe that lacked any logical financial justification, as it failed to outline how dismantling core academic departments would actually yield significant cost savings without firing tenured faculty. Refusing to stay silent, the economist took his findings directly to his colleagues and the local community, giving impassioned presentations across campus and presenting his data on local talk radio programs. Although the university’s chief financial officer attempted to aggressively discredit Hendricks’ data, the school was ultimately forced to hire an independent consulting firm, which embarrassingly validated every single one of Hendricks’ calculations. This public exposure of fiscal mismanagement shattered the administration’s credibility, resulting in overwhelming votes of no confidence for both President Clancy and his provost, culminating in Clancy’s resignation in early 2020. Though the university has since cycled through leadership—most recently appointing Stacy Leeds, a respected Cherokee nation member and former law school dean, to shepherd the campus into a fragile future—the experience changed Hendricks’ career trajectory. Realizing that Tulsa’s internal rot was merely a symptom of a systemic pandemic plaguing private colleges across the United States, Hendricks made a radical choice. He resigned his tenured professorship to launch Perspective Data Science from his garage, utilizing Alibaba’s open-source Qwen AI platform to scrape and analyze the complex audited financial statements of hundreds of private colleges in real-time, seeking to bring financial transparency to a vulnerable industry.
The fiscal crisis Hendricks illuminated at Tulsa is a symptom of a broader, deeper existential threat facing the more than nine hundred private, non-profit institutions of higher education across America. For years, demographic researchers have warned of an impending “demographic cliff”—a sharp contraction in the number of high school graduates directly linked to the dramatic drop in birthrates during the 2008 Great Recession. Today, that cliff has officially arrived, resulting in a thirteen percent reduction in the national pool of potential college freshmen. Compounding this demographic shrink is a profound socio-economic shift: squeezed by persistent inflation and stagnant wages, middle-income families are increasingly refusing to take on life-altering debt to pay for private university tuition bills that can easily top seventy-five thousand dollars a year. Instead, students are either enrolling in local public colleges or bypassing higher education altogether to enter a changing workforce. Administrative challenges have been exacerbated by federal policy changes, such as the implementation of strict twenty-thousand-dollar annual caps on federal Parent-Plus loans, and a dramatic twenty percent decline in international student enrollments. Confronted by this perfect storm of declining demand and shrinking federal aid, college administrators, many of whom possess no formal financial training, have proven utterly ill-equipped to manage their institutions’ survival. This devastating reality is laid bare in Forbes’ annual financial health assessment, which reveals that more than twenty-five percent of the private colleges analyzed received a dismal grade of “D”—the worst collective performance recorded since the tracking began in 2013. While elite, highly selective institutions like Harvard, Pomona, and MIT continue to secure stable “A+” ratings thanks to massive ancestral wealth, nearly half of the nation’s mid-tier private colleges are currently operating with financial grades of “C” or worse, proving that the business model of the average American private college is fundamentally broken.
To understand how these desperate institutions manage to survive while continually bleeding cash, Hendricks and Forbes have placed a spotlight on a critical metric: Unrestricted Net Assets Exclusive of Plant, commonly referred to as UNAEP. This diagnostic indicator measures a college’s true liquidity by taking its unrestricted assets and subtracting illiquid physical property, such as dormitories, libraries, and academic buildings, along with their associated long-term debt obligations. Unlike restricted endowments, which are legally earmarked by donors for specific purposes and cannot be used to pay utility bills, UNAEP represents the actual emergency capital a school has on hand to pay its daily operating bills and meet payroll. Shockingly, the data reveals that one hundred and ninety-two private American colleges are currently operating with negative UNAEPs, meaning they are functionally insolvent and surviving purely on borrowed time and credit lines. A bittersweet example of this systemic decline is Hampshire College in Massachusetts, a historic bastion of alternative liberal arts education that produced cultural icons like Ken Burns and Lupita Nyong’o. After decades of chronic operating losses, Hampshire’s UNAEP plunged to a negative nine million dollars, forcing the institution to announce its permanent closure at the end of 2026. Rather than adjusting to their means, Hampshire’s leadership spent years systematically depleting their twenty-six-million-dollar endowment, withdrawing between seventeen and twenty-nine percent annually to cover basic operations—far exceeding the five percent industry standard and crossing the seven percent threshold deemed legally imprudent by state regulators. Similarly, Loras College in Iowa, despite promoting a vibrant, warm online image, is carrying a staggering negative UNAEP of fifty-one million dollars and has defaulted on its debt. In a desperate bid to remain solvent, Loras’s board plans to borrow an astonishing forty-two million dollars directly from its own sixty-million-dollar endowment, a move described by industry financial consultants as a dangerous, unsustainable fundraising gamble that threatens the academic security of its current student body.
As more institutions succumb to this financial rot, a pattern of extreme preservation and desperate restructuring is emerging across the nation’s academic landscape. At Rider University in New Jersey, an institution graded “D” for financial health, survival has required painful, structural sacrifices. Facing strict financial probation from its accrediting agency, university leadership resorted to laying off twenty-five percent of its faculty, slashing remaining salaries by fourteen percent, and selling fifty-six acres of its historic campus—including the president’s home—for ten million dollars just to keep the lights on. For colleges that cannot cut their way to survival, the end comes quickly, as seen with the recent closures of Eastern Nazarene College, Northland College, St. Andrews, and Limestone University, all of which folded due to insurmountable deficits. In a traditional free market system, such widespread institutional failure would prompt corporate-style mergers and acquisitions, but the legal complexities of non-profit governance and the glut of colleges offering identical services make traditional corporate consolidation difficult. Instead, stronger, highly capitalized “predator” universities are engaging in a form of real-estate-driven academic consolidation. Northeastern University has successfully pioneered this model, expanding its brand by absorbing struggling campuses like Mills College in California—acquiring a historic Oakland campus and a two-hundred-and-fifty-million-dollar endowment in exchange for assuming its liabilities—and recently initiating a takeover of Marymount Manhattan College. Similarly, Vanderbilt University is set to expand its footprint by absorbing the valuable real estate of the struggling California College of the Arts in San Francisco. Yet, these corporate-style rescues remain exceedingly rare, leaving the vast majority of deeply indebted colleges without a wealthy benefactor or a larger university willing to absorb their mounting debts.
Ultimately, the slow-motion collapse of America’s private colleges signals a permanent restructuring of the country’s cultural and regional landscape. For generations, these localized institutions served as economic anchors, cultural hubs, and proud gateways to the American dream for rural and suburban communities. Today, as seasoned higher education consultants point out, many college presidents are failing to realize that this is not a temporary dip in the business cycle, but a permanent, structural down-market shift that has left many administrators completely out of their depth. Some institutions, like the University of Tulsa, are incredibly fortunate; despite carrying a negative UNAEP of eighty-seven million dollars and experiencing a steady, worrying decline in enrollment, Tulsa’s massive, oil-funded legacy endowment acts as an eternal safety net, allowing the institution to secure a “B+” grade and live beyond its means for years to come. But for the nearly two hundred other colleges currently drowning in negative liquidity without the benefit of historical oil fortunes, there is no such cushion. The human cost of this neglect is paid by the educators who lose their jobs, the communities that lose their cultural focal points, and the students whose academic journeys are suddenly interrupted by abrupt campus closures. By replacing comfortable administrative narratives with the cold, hard reality of artificial intelligence and advanced financial diagnostics, Matthew Hendricks’ start-up has stripped away the marketing illusion to expose the structural cracks dividing higher education. As America navigates this ongoing fiscal shakeout, the survival of these historic institutions will rest not on grand architectural ambitions or marketing campaigns, but on a fundamental return to fiscal transparency, educational focus, and a realistic understanding of what it truly costs to educate the next generation.
