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Record W6981763851

EXPLORING TEACHER RECRUITMENT AND RETENTION POLICIES, PRACTICES, AND PERSPECTIVES IN SASKATCHEWAN AND WEST VIRGINIA A DESCRIPTIVE STUDY

2023· dissertation· en· W6981763851 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

VenueUniversity Library (University of Saskatchewan) · 2023
Typedissertation
Languageen
FieldSocial Sciences
TopicData Analysis and Archiving
Canadian institutionsnot available
Fundersnot available
KeywordsStaffingWest virginiaDescriptive statisticsDescriptive researchAutonomyQualitative researchQualitative propertyStatistical analysis
DOInot available

Abstract

fetched live from OpenAlex

This descriptive study explored and compared what recruitment and retention policies and practices school divisions in Saskatchewan, Canada and West Virginia, United States used to staff their schools and whether or not, and to what degree, institutional isomorphic forces influenced those policies and practices. Survey data from 21 Saskatchewan and 19 West Virginia school divisions and semi-structured interview data from five self-identified survey respondents was collected. Descriptive and inferential statistical techniques and simple qualitative descriptive techniques were used to analyze the data.\nThis study corroborated the suggestion in the literature that school divisions have similar staffing administrative functions, regardless of their location in Saskatchewan or West Virginia; and further that the policies and practices used to recruit and retain teachers are comparable. By extension, school divisions generally have administrative functions, such as staffing, that may be described and compared aculturally. The data supports this assertion. Further, the study also found that institutional isomorphic (coercive, mimetic, and normative) forces affected policies and practices related to recruitment and retention of teachers. All respondents indicated at least some effect on policies and practices by each isomorphic force. The data showed the effect of coercive influencing forces indicates that the Saskatchewan school divisions have a greater degree of autonomy and self-governance than their counterparts in West Virginia. \nFurther, significant findings from the survey data in this study indicated recruiting and retention in rural/remote school divisions was more difficult than non-rural/remote school divisions; recruiting and retention were more difficult for school divisions in West Virginia than school divisions in Saskatchewan. Additionally, the data indicated recruiting and retention challenges and issues in West Virginia were more often related to financial factors compared to Saskatchewan school divisions where non-financial factors were more of an issue.\nAnalysis indicated statistically significant differences between West Virginia and Saskatchewan school divisions around challenges they face when recruiting teachers. These challenges included low/uncompetitive salaries (p=.000), certification requirements (p=.000), degree requirements (p=.002), and uncompetitive benefits (p=.002). Likewise, statistically significant differences between West Virginia and Saskatchewan were also revealed regarding the challenges school divisions face when retaining teachers. The challenges that affected teacher retention were low/uncompetitive salaries, certification requirements, degree requirements, closer proximity to higher paying divisions, and uncompetitive benefits. West Virginia had much more difficulty and faced greater barriers in recruiting and retaining teachers than Saskatchewan. When looking at specific recruitment and retention strategies, West Virginia schools were more likely to rely on assisting teachers in obtaining full license/certification as a strategy than divisions in Saskatchewan, which is likely related to the use of alternative certification practices and provisionally licensed staff in West Virginia.\nThis study illustrated recruitment and retention policies and practices overall are similar among school divisions in Saskatchewan and West Virginia. However, although both school divisions face similar challenges, the West Virginia school divisions were affected more by financial factors, while the Saskatchewan school divisions were affected more by non-financial factors.

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.380
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.004
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 head0.121
GPT teacher head0.279
Teacher spread0.158 · 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