Library — Beyond GDP
Why the yardstick is wrong, and what to measure instead
Gross domestic product was never designed to measure a nation's well-being — it measures the market value of finished goods and services produced within a period. As economists' critiques have repeatedly shown, GDP counts the clean-up as well as the pollution, the treatment as well as the disease, and is silent on distribution, sustainability, and most of what people say makes life worth living. Over-reliance on it helped blind policymakers before the 2008 financial crisis. StratMac's own methodology — deflating every nominal series by CPI and re-denominating dollar series as shares of U.S. GDP (de-dollarizing) so real ratios surface — begins from the same observation: nominal aggregates are a veil over the underlying architecture of an economy.
The references below are a curated selection of foundational works on moving beyond GDP: the founding commission reports, their book-length restatements, the operational metrics proposed as complements, and the most recent institutional synthesis. They are the intellectual foundation for StratMac's decision to look through real vs. nominal, flow vs. stock, and cross-border dependency rather than report headline GDP.
Start Here
📕 Beyond GDP: Measuring What Counts for Economic and Social Performance
Joseph E. Stiglitz, Jean-Paul Fitoussi & Martine Durand · OECD Publishing, 2018 · 144 pp.
Written by Joseph E. Stiglitz, Jean-Paul Fitoussi & Martine Durand — the co-chairs of the 2018 OECD-hosted High-Level Expert Group on the Measurement of Economic Performance and Social Progress (HLEG) — this is a comprehensive state-of-the-art statement of the post-GDP case. It shows how over-reliance on GDP misled policy before the 2008 crisis, and sets out the dashboard of complementary indicators — distribution of well-being, sustainability in all dimensions — needed to correct the blindness. An essential update to the 2009 Commission's findings.
Oxford Academic (hardcover) · OECD report page · Open PDF (Sciences Po)
Foundational Reports
Report by the Commission on the Measurement of Economic Performance and Social Progress — Joseph E. Stiglitz, Amartya Sen & Jean-Paul Fitoussi, 2009 (the "Stiglitz–Sen–Fitoussi Commission")
The founding document of the whole beyond-GDP movement. Commissioned by French President Sarkozy in 2008, it identified the limits of GDP and recommended shifting emphasis from production to well-being, from averages to distribution, and from flows to stocks. Every subsequent reference on this page traces its lineage here.
Mismeasuring Our Lives: Why GDP Doesn't Add Up — Joseph E. Stiglitz, Amartya Sen & Jean-Paul Fitoussi · The New Press, 2010
The book-length restatement of the 2009 Commission findings for a general audience. The title says it all — a compact, accessible version of the arguments StratMac applies operationally when it strips nominal noise from every series.
Beyond-GDP Metrics
Doughnut Economics: Seven Ways to Think Like a 21st-Century Economist — Kate Raworth · Random House, 2017
Frames the economy as a "doughnut" — a safe, just operating space between a social foundation (no one below) and an ecological ceiling (no one over). Alternative to perpetual GDP growth as the goal. A 2025 Nature update refreshed it with a revised dashboard of 35 indicators tracking social deprivation and ecological overshoot over 2000–2022.
Genuine Progress Indicator (GPI) — Clifford Cobb, Ted Halstead & Jonathan Rowe; updated by John Talberth et al. · Redefining Progress / CSEP, 2007
The earliest sustained attempt at a corrected national account. GPI starts from personal consumption and adds the value of household & volunteer work while subtracting pollution, resource depletion and inequality. It noted wryly that GDP counts pollution twice — once when created, once when cleaned up.
Happy Planet Index (HPI) — New Economics Foundation (NEF) · periodic, latest 2026
Measures "sustainable well-being": how many long, happy lives a nation produces per unit of ecological footprint. Rewards efficiency of well-being rather than raw output — a fundamentally different question than "how much did we produce."
Human Development Index (HDI) — United Nations Development Programme · since 1990
The best-known institutional complement to GDP: a composite of life expectancy, education, and income. Famously decouples development ranking from sheer output — countries with comparable GDP can score very differently on human outcomes.
OECD Better Life Initiative / Better Life Index — OECD · since 2011
The OECD's operational dashboard of well-being across 11 dimensions (income, jobs, health, environment, community, civic engagement, and more), with user-weighted composability. The concrete institutionalization in policy terms of the 2009 Commission's dashboard recommendation.
Recent Synthesis
Beyond GDP: A New Compass of Progress for People and Planet — UN High-Level Expert Group on Beyond GDP · presented to UN Member States, 7 May 2026
The most recent institutional statement. Appointed by the UN Secretary-General, the group's final report argues "GDP shows what we produce, not what we value" and provides a practical dashboard blueprint intended to be usable now — a formal move to institutionalize beyond-GDP measurement globally, building on the SDG / 2030 Agenda framework.
Beyond GDP: a review and conceptual framework for measuring sustainable and inclusive wellbeing — The Lancet Planetary Health / ScienceDirect, 2024
A scholarly synthesis of roughly 50 years of beyond-GDP literature, structuring and analyzing more than 65 metrics across five scientific schools of thought. The most rigorous recent map of the field — valuable for cutting through the proliferation of competing indices.
Media to Follow
Drawing on what's wrong with the headline GDP yardstick means listening beyond the official aggregates. When a market or policy narrative is hard to square with the data StratMac shows, these are the analysts and channels we reach for — practitioners and teachers who read the financial architecture rather than the press release. New recommendations are added as we find voices that earn the slot.
Patrick Boyle On Finance — Patrick E. Boyle, YouTube · youtube.com/@PBoyle
A weekly(ish) deep thread through quantitative finance and market mechanics. Boyle is a former investment banker (~20 years in the industry) and ran a quantitative derivatives-trading hedge fund before moving into academia — he teaches finance at Queen Mary University of London and KCL. That mix shows: his videos explain how markets actually price things (derivatives, statistics, corporate finance), break down what is happening in markets right now with the mechanics behind it, and, in the longer-form work, cover the history of financial markets.
Why StratMac recommends him: he reads the plumbing — the real vs. nominal, the derivative exposure, the institutional details — rather than the headline. That's the same instinct behind StratMac's own choice to deflate every nominal series and de-dollarize dollar values to surface the underlying architecture of an economy. Good starting points are his housing-boom-and-bust explainers and his market-history documentaries, both of which connect a current price to the mechanics that produced it.
Also: his companion books (Statistics for the Trading Floor, Derivatives for the Trading Floor, Corporate Finance) and the Patrick Boyle On Finance podcast extend the same material to audio and text.
From the StratMac research library
The source documents StratMac has gathered on this topic — see the full, browseable research library (or the raw catalogue):
Original StratMac study — Relative Wealth Signals for the "Renegade" G20 Economies — DeepSeek v4 Flash (principal author), M. Landis (advisory), 2026-08-07
The full methodology record behind StratMac's data-correctness decision: every USD wealth source and conversion method evaluated for the Turkey/Argentina/EU wealth cards, the empirical validation against UBS anchors, and why WID local-currency values cannot be converted for high-inflation economies.
Original StratMac study — Forecasting Recessions from a Broad, Lag-Aligned Signal Panel, and the Forward-Horizon Disruption-Impulse Signal — DeepSeek 2.5 Flash (principal author), M. Landis (advisory), 2026-08-12
Peer-review-ready working paper on the five-stage recession pipeline: the future-leakage bug and its honest fix (spurious AUC 0.997 → validated 0.99), and the forward-horizon method showing trade-policy shocks lead recessions by ~12-18 months (r=+0.55) despite ≈0 coincident correlation — while energy (coincident) and biological (outlier-driven) are correctly demoted. Specifies the quantitative forward-horizon disruption-impulse index built on these measured relationships.
Three Other Ways to Measure Economic Health Beyond GDP — Praew Grittayaphong, Federal Reserve Bank of St. Louis, 2023
Walks through HDI, the OECD Better Life Index, and the Genuine Progress Indicator as the leading GDP complements — and notes Hawaii, Maryland and Vermont already adopting GPI.
8 Ways of Measuring Economic Health — CPA Australia / INTHEBLACK, updated 2024
A practitioner round-up of eight measures beyond GDP, from the Inclusive Development Index to health, education and environmental indicators.
GDP, GDI, and GDO: An Evaluation of Output Measures for Productivity Analysis — Shawn Sprague, U.S. Bureau of Labor Statistics, 2026
A statistical primer on why different output measures diverge — directly relevant to StratMac's insistence on looking through nominal aggregates to the underlying signal.
Exploring Viable GDP Alternatives for the AI Age — Julia McCoy, First Movers
Argues that AI-driven productivity growth breaks the conventional GDP lens and surveys candidate alternative metrics for measuring progress in an AI economy.