The Imitation Game

The Imitation Game

"Can't repeat the past? Why of course you can!" Almost every independent and parochial school runs on a financial model it chose to imitate from wealthy universities: an endowment, an annual fund, a capital campaign. In this episode I diagnose where that model came from, why it fits a research university and strains a small tuition-funded school, and what a healthier one looks like. I trace the two bloodlines that ended up in the same place: the endowed prep academies born as junior colleges, and the Catholic schools built on the collection plate and the near-free labor of teaching sisters. The origins run from John Harvard’s 1638 bequest to Yale’s 1890 annual fund, and through the NAIS survey where more than 90% of heads named financial sustainability as what keeps them up at night. Then several moves already in use at schools that decided to stop performing: indexed tuition, auxiliary revenue that can outpace the cost curve, online learning, and shared back-office services across institutions. Plus one question worth taking to whoever keeps your books before the next budget meeting. Hit play. The doctor is in. Get full access to The School Doctor with John D'Adamo, Ph.D. at schooldoctor.substack.com/subscribe [https://schooldoctor.substack.com/subscribe?utm_medium=podcast&utm_campaign=CTA_4]

Carrying Capacity

"We'd love to give, but we want to make sure it goes to the right place." A donor offered the school a million dollars with a list of conditions attached, and the room applauded. Somewhere in the back, the CFO was doing the math on what twenty years of administering that gift would cost. This episode walks through how the traditional independent and private school pays for itself, the strain that model is under, and the smaller competitors pulling families away faster than most heads of school realize. The frame is ecological: every niche has a carrying capacity, and when a population exceeds what the environment can sustain, the system finds a new equilibrium whether the population is ready or not. Examination works through four symptoms of one condition: a restricted gift problem that functions as a catch-22, a tuition death spiral the Vanderbilt sustainability study documented plainly, donor fatigue in a giving environment most development offices have not adapted to, and microschools educating children at roughly a fifth of what an independent day school spends per student. NAIS published a research advisory in February 2026 putting the cost gap at five to one and concluding that independent schools should, in its words, simply be who they are. I think that conclusion stops short of its own findings, and I say why. Diagnosis: the funding model itself is the patient. The prescription is five practical moves a head of school and a willing board chair can start this week, and one diagnostic to run on your own school's 990 before the next board meeting. Ecosystems find new equilibria. Institutions that adapt are the ones that get to see what the new equilibrium looks like. Hit play. The doctor is in. Get full access to The School Doctor with John D'Adamo, Ph.D. at schooldoctor.substack.com/subscribe [https://schooldoctor.substack.com/subscribe?utm_medium=podcast&utm_campaign=CTA_4]

The Golden Record

"Is this going to be on the test?" Every teacher has heard it. Every teacher has felt that small sinking feeling when they hear it. Because that question from a fourteen-year-old is a perfect diagnostic tool: it tells you exactly what your assessment system has taught students to value. In this episode, I open the school's golden record, the transcript, and ask what we're actually putting on the disc we hand to the universe. The patient history traces the architecture back to 1906, when the Carnegie Foundation invented the "Carnegie unit" to standardize pension eligibility for college professors and accidentally became the foundation of American grading. The examination works through three observations: the gap between mission statements and transcripts, the tyranny of the mean and the two conflicting jobs we've asked the grade to do at once, and what schools are already learning by recording differently. The Mastery Transcript Consortium, now housed inside ETS, has placed students at over 500 colleges including MIT, Harvard, and Stanford. A 2024 randomized control trial on standards-based grading showed real promise alongside honest caveats. Lindsay Unified is producing transcripts where parents finally know what the grade means. Microschools, now serving roughly 1.5 million students nationwide, are running portfolio and competency-based experiments that the rest of the sector has not yet rigorously evaluated. The diagnosis: the people who built the original architecture are now leading the effort to replace it, which changes the calculus for every school still waiting for permission to start. The prescription is five places to begin without waiting, and one honest conversation about courage. Voyager is still traveling, almost fifty years later, billions of miles past the edge of the solar system, still carrying the best of us. Our students deserve a record like that. Hit play. The doctor is in. Get full access to The School Doctor with John D'Adamo, Ph.D. at schooldoctor.substack.com/subscribe [https://schooldoctor.substack.com/subscribe?utm_medium=podcast&utm_campaign=CTA_4]

Digital Footprints

"This is going on your permanent record." Turns out the permanent record is real! It's just scattered across a dozen platforms, half of them owned by vendors, and the student it describes is the last person who gets to see it. In this episode, I trace what happens when schools collect more data about students than any previous generation of schools in history, with less coherent policy about that data than the generation that kept everything in a filing cabinet. The examination covers five layers: academic and behavioral data hoarded across systems nobody inventories, third-party classroom tools teachers adopt without administrative oversight, social media accounts that build public digital profiles of minors, vendor lock-in and AI platforms generating behavioral data at unprecedented scale, and the cybersecurity exposure that comes with all of it. The PowerSchool breach exposed sixty million student records. The Naviance lawsuit revealed a platform quietly sharing student activity with analytics firms while students used it for school-assigned work. Phishing attempts targeting school administrators happen weekly. And through all of it, the student whose data is being collected, stored, marketed, and occasionally stolen is the one person with the least say in what happens to it. Get full access to The School Doctor with John D'Adamo, Ph.D. at schooldoctor.substack.com/subscribe [https://schooldoctor.substack.com/subscribe?utm_medium=podcast&utm_campaign=CTA_4]

Tilling the Soil

When was the last time your school had a new initiative that actually stuck around? Your school has probably launched at least three tools in the last five years that were supposed to change everything. Most of them didn't survive two academic cycles, and the ones that did probably succeeded for reasons nobody on the leadership team planned for. This episode traces the pattern from enthusiastic August unveil to quiet March fade and asks why it keeps repeating. The answer turns out to have very little to do with the technology itself and almost everything to do with conditions: whether teachers believe a tool serves their students, whether they feel confident enough to experiment with it, and whether anyone made time for them to try. Along the way, we dig into Horace Mann's 19th-century Normal Schools and the one-size-fits-all training instinct we inherited from them, a principal who launched an iPad program without knowing what Wi-Fi was, and the research on what actually predicts whether teachers adopt new technology. The prescription is a gardening metaphor taken seriously: prepare the soil before you plant, and measure growth by confidence rather than login rates. Get full access to The School Doctor with John D'Adamo, Ph.D. at schooldoctor.substack.com/subscribe [https://schooldoctor.substack.com/subscribe?utm_medium=podcast&utm_campaign=CTA_4]