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Record W222945788

The International Experience: What U.S. Schools Can and Cannot Learn from Other Countries

2012· article· en· W222945788 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 · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicSchool Choice and Performance
Canadian institutionsnot available
Fundersnot available
KeywordsPoliticsCopyingReading (process)Political scienceMathematics educationSociologyPedagogyPsychologyLaw
DOInot available

Abstract

fetched live from OpenAlex

Undoubtedly, the United States has much to learn from education systems in other countries. Once the world's education leader, the U.S. has seen the percentage of its high-school students who are proficient trail that of 31 other countries in math and 16 countries in reading, according to a recent study by Harvard's Program on Education Policy and Governance (PEPG) (see Are U.S. Students Ready to Compete? features, Fall 2011). Whereas only 32 percent of U.S. 8th graders are proficient in math, 50 percent of Canadian students and nearly 60 percent of Korean and Finnish students perform at that level. It may be misleading to point out that 75 percent of Shanghai's students are proficient, as that Chinese province is the nation's most advanced, but in Massachusetts, the highest-achieving of the states, only 51 percent of the students are proficient in math. Given these performance disparities, it is only natural to think that there is something to be learned from practices elsewhere. Yet it is not easy to figure out what institutions and practices will translate into a different cultural milieu or how to do it. In the larger world of governmental constitutions, efforts to insert U.S. arrangements into distant political cultures have failed more often than not. Much the same could hap pen in reverse if the United States attempted to fix its schools simply by copying something that seems to work elsewhere. It is tempting to undertake an in-depth study of those places that are performing at the highest levels--China's Shanghai province, Korea, Finland, Singapore, Japan, the Netherlands, and Canada, for example. But a proper comparison requires that one contrast what successful countries do with the mistakes made by the less successful ones. International comparisons should look at information from all countries and adjust for factors that affect student performance, even though such rigorous studies typically face their own challenges, including collecting the requisite data. Moreover, countries are different across so many dimensions (from the political system to the cultural prestige of the teaching profession) that it is typically difficult to attribute differences between countries to any specific factors. For these reasons, learning from international experience can be a bit like reading tea leaves: People are tempted to see in the patterns whatever they think they should see. But for all the hazards associated with drawing on international experience, the greatest risk lies in ignoring such information altogether. Steadfastly insisting that the United States is unique and that nothing is to be learned from other lands might appeal to those on the campaign trail. But it is a perilous course of action for those who wish to understand--and improve--the state of American education. If nothing else, reflection on international experience encourages one to think more carefully about practices and proposals at home. It is not so much specific answers that come from conversing with educators from around the world, as it is gaining some intellectual humility. Such conversations provide opportunities to learn the multiple ways in which common questions are posed and answered, and to consider how policies that have proved successful elsewhere might be adapted to the unique context of U.S. education. That, perhaps, is the signal contribution of the August 2011 conference on Learning from the International Experience, sponsored by Harvard's Program on Education Policy and Governance. Many who attended said the conference had sparked conversations well beyond the usual boundaries on thinking about U.S. education policy, whether the issue was teacher reforms, school choice, the development of common standards and school accountability, or the promise of learning online. Need to Take Action The conference opened with an urgent call from U.S. Deputy Secretary of Education Anthony Miller that action be taken. …

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.772
Threshold uncertainty score0.995

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.002
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.034
GPT teacher head0.347
Teacher spread0.313 · 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