MétaCan
Menu
Back to cohort
Record W292359677

Academic Freedom: The Typical Urban School District's Personnel and Budgeting Systems Leave Principals without Much Say in Hiring Teachers or Allocating Resources. the Decentralization Movement May Just Change That

2004· article· en· W292359677 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueEducation next · 2004
Typearticle
Languageen
FieldSocial Sciences
TopicSchool Choice and Performance
Canadian institutionsnot available
Fundersnot available
KeywordsSchool districtDecentralizationLiteracyEconomic shortageSociologyMathematics educationPolitical sciencePsychologyPedagogyGovernment (linguistics)Law
DOInot available

Abstract

fetched live from OpenAlex

The Los Angeles Unified School District is the second largest school system in the nation--and perhaps the worst. Slightly less than half of its 75,000 employees are classroom teachers, meaning that Los Angeles spends just 35 percent of its budget on teacher pay. By comparison, the school systems in Houston, Texas, and Edmonton, in the Canadian province of Alberta, spend 49 percent and 56 percent, respectively, of their budgets on teachers. Since 1980, Los Angeles Unified's enrollment has grown by 180,000 students, but the district has added only 15 schools with a total of 20,000 seats. As a result, nearly 200,000 students must be bused to a distant campus while most attend multitrack, year-round schools that can push more students through but offer 17 fewer days of instruction. Although elementary schoolers in Los Angeles have made real gains in literacy in recent years, among high-school students, only 23 percent in reading and 34 percent in math meet or exceed the national norm on the Stanford 9. Of the district's teachers, 27 percent lack full credentials. The system has a chronic shortage of qualified principals. If Los Angeles is the school district in America, its East Coast cousin, New York City, is a close second. And the Chicago schools, while improving, are still recovering from the day in 1988 when William J. Bennett, secretary of education in the Reagan administration, pronounced them the worst in the nation. Why are these three school systems in such deep disarray? Certainly not because they are the three largest. None of them has more than a fraction of IBM or Toyota's work force, and those companies are icons of good management. Nor is it because they serve high percentages of minority children from low-income families. Houston's schools, which are equally minority and poor, perform well relative to other urban school districts. The reason is that the school districts in New York, Los Angeles, and Chicago are too centralized, much too top-down in their management, for their size. To be fair, I have not studied every school district in America, and I cannot prove that these three are the worst. However, I have studied these three in depth, along with several others that have managed to achieve true decentralization. As a business school professor, I have also spent 30 years studying the largest companies in the United States, and it's clear that any organization as big as these must be truly decentralized or it will fail. A series of business-focused studies has established firmly that with more than about 3,000 employees have fully developed bureaucratic structures with high overhead costs, many specialist staff positions, and extensive sets of rules. Studies by Alfred Chandler and Oliver Williamson have demonstrated that such organizations must decentralize decision-making, thereby granting autonomy with accountability to sub-units, in order to function effectively. Decisions made at the top of a large bureaucracy will suffer from the absence of detailed information about local conditions at each site, will be slow to cope with any unusual situations, and will tend to enforce standardized procedures on every situation, no matter how poorly those procedures may fit the situation. Decentralization has been a popular theme in school districts for a long time. Indeed, most districts claim that they are decentralized, having latched onto the site-based management movement of the 1980s. Superintendents and central-office personnel point to their local school councils, staffed by parents, teachers, and school administrators, and claim that they have moved decisionmaking down to the school level. However, they have neither achieved nor even attempted true decentralization, which requires that power over the budget be given to each school--and taken away from the central office. It's the golden rule of power: whoever has the gold makes the rules. No one has made this point more clearly than New York University scholar Diane Ravitch. …

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.268
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.101
GPT teacher head0.352
Teacher spread0.251 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it