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Record W4409246445 · doi:10.29173/cjfy30124

Unveiling the Lives of Individuals as School Principals and Household Leaders

2025· article· en· W4409246445 on OpenAlexvenueno aff
Melbert Hungo

Bibliographic record

VenueCanadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEarly Childhood Education and Development
Canadian institutionsnot available
Fundersnot available
KeywordsDemographic economicsPsychologySociologyPolitical scienceSocial psychologyLabour economicsEconomics

Abstract

fetched live from OpenAlex

The objective of this phenomenological study is to explore the lived experiences of individuals who hold dual roles as heads of their families and school leaders. The research involves 15 participants from Leyte and Southern Leyte, Philippines, specifically from Matalom North, Matalom South, Hilongos, Bato, Inopacan, Malitbog, Macrohon, and Padre Burgos, who have served as school principals for at least three years, are married or widowed, and are willing to participate actively. Purposeful sampling was used, and data were analyzed using thematic analysis. Data were gathered using a pre-survey form and semi-structured interview guide questions in a methodical and structured process. The findings highlight their experiences and challenges, including lack of time, misunderstandings, financial problems, and health issues, as well as their management strategies and feelings about their dual roles. The conclusion reveals that professional responsibilities significantly impact their personal lives, leading to strained family interactions and well-being, stressing the need for systemic support. Recommendations include comprehensive support systems such as administrative assistance, flexible work arrangements, time management and stress reduction training, communication and family engagement programs, financial literacy support, health and wellness programs, and policies recognizing principals' efforts, along with mentoring, coaching, and emotional support resources.

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)0.005
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.015
Threshold uncertainty score0.027

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.006
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.001
Science and technology studies0.0150.019
Scholarly communication0.0070.006
Open science0.0010.007
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0010.000

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 head0.028
GPT teacher head0.295
Teacher spread0.267 · 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 designQualitative
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

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueCanadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse→Same topicEarly Childhood Education and Development→French-language works237,207→