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Record W2960360011 · doi:10.5539/jel.v8n4p185

Prestige, Status, and Esteem and the Teacher Shortage

2019· article· en· W2960360011 on OpenAlexvenueno aff
Scott Gene Klimek

Bibliographic record

VenueJournal of Education and Learning · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicTeacher Professional Development and Motivation
Canadian institutionsnot available
Fundersnot available
KeywordsPrestigePsychologyLikert scaleSelf-esteemPerceptionMedical educationSocial psychologyMedicineDevelopmental psychology

Abstract

fetched live from OpenAlex

1,127 U.S. high school senior and college undergraduate perceptions of teaching’s prestige, status, and esteem were explored in this study. The population consisted of 302 high school seniors and 825 college undergraduates from the Midwestern region of the United States. The study included 51 statements where participants rated their perceptions of teaching’s prestige, status, and esteem on an 8-point Likert scale. The data was factor analyzed, and the results identified that the perceptions of teaching’s prestige consisted of financial and image perceptions. A descriptive analysis found that U.S. high school senior and college undergraduate perceptions of teaching’s financial component of prestige (M = 9.99, SD = 2.90) and esteem (M = 10.42, SD = 3.05) were more negative in comparison to status (M = 13.38, SD = 2.74). Bivariate correlation, Univariate, and hierarchal linear regression techniques measured the effects that the perceptions of teaching’s prestige, status, and esteem had on U.S. high school seniors and college undergraduate teaching considerations. The results indicated that the perceptions of teaching’s status may encourage U.S. high school seniors and college undergraduates to consider careers in teaching, but the perceptions of esteem may produce opposite effects. The results demonstrated that the perceptions of teaching’s esteem may discourage U.S. high school seniors and college undergraduates scoring in the upper deciles of the ACT (American College Testing) from considering teaching in the United States. The results indicated that the perceptions of esteem may also discourage U.S. urban female high school seniors and college undergraduates from considering the career. Finally, the results demonstrated the perceptions of teaching’s esteem and its interaction with the financial perceptions of teaching’s prestige may discourage U.S. aspiring teachers from the career. This result raises questions as to the “roots” of the early teacher attrition problem in the United States.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.006
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.013
GPT teacher head0.321
Teacher spread0.307 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

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
Published2019
Admission routes1
Has abstractyes

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