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Record W4409123463 · doi:10.1108/qrj-11-2024-0267

Leading K-12 schools at the US border: navigating unique cultural, political and systemic complexities

2025· article· en· W4409123463 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

VenueQualitative Research Journal · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEarly Childhood Education and Development
Canadian institutionsnot available
Fundersnot available
KeywordsPoliticsSociologyPublishingProject commissioningPolitical scienceMedia studiesSocial scienceLaw

Abstract

fetched live from OpenAlex

Purpose This narrative inquiry explores the unique challenges faced by K-12 principals serving schools near the US border, where cultural and political dynamics create a complex educational landscape. The study aims to illuminate how these principals navigate cultural integration and geography-related barriers that affect student learning and well-being. Examining their experiences seeks to identify essential leadership qualities and strategies for addressing the diverse needs of border students and communities. Design/methodology/approach This study employed qualitative narrative inquiry, utilizing semi-structured interviews with principals from border communities near the US-Mexico and US-Canada borders. This approach allowed for an in-depth exploration of participants' lived experiences, capturing the complexities of their roles and challenges. Applying Urie Bronfenbrenner’s ecological systems theory, this study contextualizes individual narratives within broader socio-political dynamics, highlighting interactions among personal, community and systemic factors. Rich vignettes illustrated the diverse experiences of principals, enabling comparative analysis across different border contexts. Findings The findings revealed that border principals navigate cultural complexities, including immigration dynamics and socioeconomic disparities, while leading their schools. Key themes included cultural competence, community engagement and adaptability in leadership practices. Principals emphasized fostering inclusive environments through culturally relevant curricula and strong community partnerships while highlighting the emotional impacts of fluctuating border politics on students and families. Originality/value This research contributes to educational leadership literature by providing insights into border principals' specific challenges and strategies. It underscores the need for culturally responsive practices and adaptive leadership. The study advocates for continued exploration of border school leadership to enhance understanding and support for navigating these unique contexts.

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)0.012
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.647
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0120.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0050.001
Scholarly communication0.0010.000
Open science0.0000.000
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 head0.202
GPT teacher head0.591
Teacher spread0.388 · 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