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Record W332442013

Underachieving in America: Researchers Document International Gaps, a Journalist Seeks the Cause

2014· article· en· W332442013 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 · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicEducation Systems and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsProsperityPolitical scienceGlobeState (computer science)Achievement testEconomic growthStandardized testMathematics educationPsychologyLawEconomics
DOInot available

Abstract

fetched live from OpenAlex

Endangering Prosperity, with three distinguished authors and an eminent introducer, is devoted to one major point: United States is truly falling behind not only East Asian countries that for some time have scored best in international comparisons of educational achievement, but also a good part of developed world, including its neighbor, Canada. The book eschews difficult effort of determining just why United States, undoubtedly a leader in educational attainment and possibly educational achievement 40 or 50 years ago, now trails other nations in both. Nor does it discuss what specific measures might enable us to catch up. Rather, through international comparative analysis, volume demonstrates that educational achievement, particularly in mathematics and science, is closely related to and probably a prime mover in economic advancement, leading to conclusion that if we do not improve our educational achievement, our economic predominance is also threatened. The book's distinctive contribution to discussion of comparative educational achievement is its ability to slot various states of United States into charts of international achievement by linking statistically scoring system of National Assessment of Educational Progress (NAEP), which measures achievement by individual state, to that of Program for International Student Assessment (PISA), which tracks achievement around globe. And so we discover that Massachusetts, faring best among American states, stands far up scale, between Switzerland and Japan (but still behind Shanghai, Singapore, Hong Kong, Korea, Finland, and Taiwan); that northeastern and upper midwestern states score at top in United States; and that United States as a whole is way back in rankings, between Portugal and Ireland. Endangering Prosperity is meticulous in considering alternative explanations of differences in economic development. Although volume does not attempt to analyze causes of our relative decline or how it might be overcome, it shows a preference for some explanations and solutions: book asserts, for example, that the school work force--teachers, principals, superintendents, other administrators, and ancillary personnel--too often favor only those changes to status quo that enhance their income and lighten their workload. Simple solutions proposed by vested interests, such as higher expenditures, smaller classes ... added support and administrative personnel will not do. Structural reform is needed: authors are not specific, but their approval of legislative actions to alter teachers' evaluations, teachers' tenure, teachers' layoff rules, bargaining issues, and more, in a range of states, Wisconsin, Indiana, Florida, Oklahoma, Ohio, Colorado gives a strong hint as to what they favor. [ILLUSTRATION OMITTED] [ILLUSTRATION OMITTED] Does experience of countries that have gone far beyond us in educational achievement support this preference? In The Smartest Kids in World, we have a fascinating book to help us ponder just what has driven educational achievement in countries of East Asia and, surprisingly, Finland, which stands at top in achievement in Europe. It was intriguing idea of Amanda Ripley, an investigative journalist, to track experiences of three American highschool students who, dissatisfied with offerings in their home schools, decided to go abroad for a year and attend school in two countries that surpass us in educational achievement--Korea and Finland--and in Poland, which has shown remarkably rapid improvement in PISA tests. Three more diverse education systems and environments could hardly be imagined, and chances of their teaching same lesson are unlikely. Kim, a teenager in Sallisaw, Oklahoma, high school, tried to fit in as a cheerleader and marching band flutist, failing at both, and by way of unexpected high test scores took advantage of opportunity to go abroad for a year through AFS. …

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)0.002
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.736
Threshold uncertainty score0.988

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.100
GPT teacher head0.452
Teacher spread0.351 · 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