Economic Rationality Meets Celebrity Urbanology: Exploring Edward Glaeser's City
Bibliographic record
Abstract
Abstract This article presents a critique of the popular and public‐policy work of Harvard economist Edward Glaeser, which has been constructed at the nexus of neoclassical economic rationality and celebrity urbanology. Widely recognized as one of the world's leading urbanists, Glaeser has combined a high‐flying academic career with public‐policy engagement and extensive work as a newspaper columnist and media commentator, enabled by a longstanding affiliation with the Manhattan Institute, a leading conservative think tank. The critique is pointed, but seeks to exceed argumentumad hominemby calling attention to sociopolitical and institutional factors that have facilitated the accelerated diffusion and enlarged dominion of this model (and mode) of microeconomically rationalized urbanism, including the production of new forms of intellectual marketing, the construction of colonizing variants of urban‐economic expertise, and the ongoing rearticulation and creeping consolidation of market‐centric policy norms. The article argues that a distinctive form of urban‐economic orthodoxy is under construction, based on a potent fusion of scientific reasoning and pop presentation, combining ideologically disciplined applications of neoclassical economics with dissemination in the register of the ‘freakonomics' franchise. Edward Glaeser's intellectual accomplishments have been significant, but the ‘Glaeser effect' is more than a story of individual scholarly endeavor, calling for more than a merely ‘internal' critique. Its conformity to Manhattan Institute principles testifies to a telling consistency of ideological purpose, contributing as it does to a sustained effort to rationalize and normalize lean and limited modes of neoliberal urban governance, fortified by microeconomic reason.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.011 | 0.048 |
| Scholarly communication | 0.010 | 0.008 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.004 | 0.005 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".