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Record W2093638422 · doi:10.1177/009155210102900306

Book Review: Globalizing the Community College: Strategies for Change in the Twenty-First Century

2001· article· en· W2093638422 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

VenueCommunity College Review · 2001
Typearticle
Languageen
FieldSocial Sciences
TopicHigher Education Governance and Development
Canadian institutionsnot available
Fundersnot available
KeywordsGlobalizationSociologyPoliticsHigher educationPortraitPolitical scienceSocial scienceLawHistoryArt history

Abstract

fetched live from OpenAlex

Globalizing the Community College: Strategies for Change in the Twenty-First Century by John S. Levin. Palgrave, New York, NY. 2001, 248 pages. $35, hardcover, ISBN 0-312-23906-8. Reviewed by Paula Zeszotarski. In his comparison of seven case studies from two nations, John S. Levin provides a revealing portrait of the community college as a late twentieth-century organization. Levin accurately depicts some of the key influences on contemporary higher education through the lens of globalization theory. By focusing on the descriptive rather than the predictive, Levin improves on many theoretical discussions of globalization. However, the author could have made a further contribution to globalization theory by demonstrating how his evidence challenges certain central beliefs about globalization. The purpose of Levin's study is to demonstrate the effect of certain external forces on internal changes in community colleges. Levin asserts that globalization is chief among these forces in the late 1990s. For Levin, globalization is multidimensional. While the global economy played a dominant role in institutional behaviors and actions, other global flows such as culture and information technology affected institutions (p.xviii). To this end, Levin studied a total of seven colleges in the United States and Canada. Beginning in April 1996, Levin conducted formal and informal interviews with students, faculty, and staff; observed institutional activities; and analyzed governmental and institutional documents. Levin devotes one chapter of analysis to each of the four, interrelated domains: economic, cultural, information, and political. Drawing on the literature of the effect of globalization on higher education, Levin identifies behaviors associated with the impact of globalization on higher education and examines them within the context of the four domains. These behaviors were not present in all organizations studied, nor were they unilaterally observable in any one organization. The result of this study is an accurate and insightful portrait of contemporary community colleges. The changing role of the state was the primary influence on community college behavior in the economic domain. Most colleges experienced a decrease in state funding and the loss of their primary economic support sent colleges scrambling to do more with less and to seek other (private) sources of revenue. At the same time, states actively promoted productivity, often through establishing performance measures. College responses were characterized by internationalization, marketization, productivity and efficiency, restructuring, and commodification. Marketization and internationalization (see below) occurred partially as a result of decreased state support. Colleges sought new sources of revenue from contract training partnerships with local and foreign businesses and governments, increasing tuition fees for local students and admitting more international students, and donations from the private sector. Marketization meant curricular changes in the form of a new focus on vocational programs. Productivity and efficiency became the buzz words of education in the last decades of the twentieth century. Individual colleges responded to this external pressure differently. Some expanded course offerings in high demand areas and other systematized program reviews that resulted in program revision or reduction. Most colleges became more reliant on part-time faculty, a trend that was widespread throughout American community colleges at the time. A related behavior, organizational restructuring, was motivated by financial, personnel, and cultural considerations. Financially, colleges responded to revenue shortfalls by laying off workers and downsizing operations. Personnel changes came as a result of reclassification of employees and the use of team instead of autonomous structures for faculty. In response to this new economic environment, commodification of programs was demonstrated by the marketing of special programs such as distance and international education and the infusion of marketable skills into traditional education. …

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)0.010
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.027
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0100.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.002
Science and technology studies0.0050.000
Scholarly communication0.0000.001
Open science0.0020.000
Research integrity0.0000.001
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 head0.095
GPT teacher head0.390
Teacher spread0.296 · 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