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Record W3172287163 · doi:10.5539/hes.v11n3p21

Effective Regulation of the Israeli Higher Education System in the Global and Neoliberal Era

2021· article· en· W3172287163 on OpenAlexvenueno aff
Nitza Davidovitch, Erez Cohen

Bibliographic record

VenueHigher Education Studies · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicHigher Education Governance and Development
Canadian institutionsnot available
Fundersnot available
KeywordsBureaucracyHigher educationAgency (philosophy)Political scienceLiberalizationSociologyPublic administrationPublic relationsEconomic growthSocial scienceLawEconomics

Abstract

fetched live from OpenAlex

For over six decades Israel’s system of higher education has been managed by the Ministry of Education and the Council for Higher Education (CHE). During this period, significant transitions have occurred in the academic system throughout the world and in Israel, leaving their mark on research and teaching and on the related regulatory agencies. The purpose of the study is to examine the need for regulation of higher education in a capitalist world, with Israel serving as a case study. The study examines the CHE’s management of changes that occurred in the academic world and the overall considerations utilized by the pilots of this regulatory agency, which led to shaping policy from a perspective of time and with an eye to the challenges of the future, in comparison to supervisory agencies around the world. The research method is based on research literature addressing the system of higher education in Israel and elsewhere as well as on interviews with senior academics occupying key positions in the CHE in the past and present. The research findings indicate that the CHE has a bureaucratic image, a short-sighted policy, and that it reacts to events more than leading them, as opposed to its declared goal of promoting high standard, innovative, and accessible research and teaching processes to benefit the economy and society. The conclusion generated by the research findings is that implementation of a hybrid model suitable for the twenty first century, which combines liberalization and regulation, should be explored. This model will let institutions of higher education develop independently while reducing government supervision, and will allow the regulatory body to regulate their activity via incentives and restrictions, while identifying market failures that it will define. Such a regulatory body will include an array of academic experts from the field of higher education with proven experience in the fields of academic research and teaching, in order to separate the managing of Israel’s system of higher education from politics and bureaucracy.

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.

How this classification was reachedexpand

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.709
Threshold uncertainty score0.308

Codex and Gemma teacher scores by category

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

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 head0.021
GPT teacher head0.352
Teacher spread0.331 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations7
Published2021
Admission routes1
Has abstractyes

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