Insights

Where the math is defensible.

Long-form research on live enterprise decisions. Publication is selective. Every number traces to a named source. No takes without evidence.

Filtering: Tag: demographics Clear

Macro-financial risk 2026-04-26 12 min read 10 sources

Italy Year Four: Meloni's Fiscal Compression and the PNRR Endgame

Deficit narrowing under the Excessive Deficit Procedure, a final PNRR sprint to August 2026, and a banking and industrial reshuffle that locks in or unwinds the credibility premium Rome has banked since 2022.

Giorgia Meloni's Brothers of Italy government enters its fourth year with the rarest of Italian outcomes: a tightening sovereign spread alongside a coalition still intact. The headline deficit, which printed at 7.4 percent of GDP in 2023 under the residual cost of the Superbonus 110 building credit, is on track to land near 3.4 percent in...

Health economics 2026-04-26 10 minute read 18 sources

The US Higher Education Cliff: Demographics, Defaults, and the Tier Bifurcation

The 2008 birth cohort reaches college age in fall 2026, the first full impact of a 15 percent decline in 18 year olds projected through 2039. Layered on top: a botched FAFSA cycle that broke aid processing, a proposed 21 percent endowment tax on the largest funds, and a state revenue share that has fallen from roughly 70 percent of public university revenue in the early 1990s to about 40 percent today. The sector splits into two solvency curves.

US higher education enters the 2026 to 2027 academic year facing the long forecast demographic cliff. The Western Interstate Commission for Higher Education projects the high school graduating class will peak near 3.9 million in 2025 and decline by roughly 13 percent through 2041, with the 18 year old population down 15 percent over the s...

Health economics 2026-04-26 10 minute read 23 sources

The US K-12 Enrollment Cliff: ESSER Sunset, District Fiscal Stress, and the Sorting of School Systems Through 2026

Public school enrollment peaked in fall 2019 near 50.8 million and is projected at 49.4 million in fall 2024 per NCES, with West and Northeast regions absorbing the bulk of the loss. The Elementary and Secondary School Emergency Relief obligation deadline closed September 30 2024, with final liquidation due March 2026. Birth cohorts are 11 percent below 2007 peak and the 2020 to 2024 fertility decline locks in a deeper trough into the early 2030s. Charter, voucher, and homeschool enrollment have absorbed roughly 1.5 to 2 million students in net flows since 2019. The result is a fiscal sorting event running through district size, regional demographics, and program concentration.

US public K-12 enrollment fell from a fall 2019 peak of approximately 50.8 million to roughly 49.4 million in fall 2024 per NCES projection tables, a structural loss of about 1.4 million students that did not recover with end of pandemic in person learning. Births fell from 3.747 million in 2019 to 3.596 million in 2023 and a CDC provisio...