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Record W4289180134 · doi:10.9734/ajmah/2022/v20i930511

Personal Factors and Mental Health of Public School Teachers in Lavezares I District, Division of Northern Samar

2022· article· en· W4289180134 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

VenueAsian Journal of Medicine and Health · 2022
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicVaried Academic Research Topics
Canadian institutionsnot available
Fundersnot available
KeywordsMental healthNonprobability samplingPsychologyDescriptive statisticsAnxietyMedical educationQuarter (Canadian coin)Educational attainmentClinical psychologyMedicinePsychiatryGeographyEnvironmental healthPolitical sciencePopulation

Abstract

fetched live from OpenAlex

The study focused on the personal factors that influence the mental health of public-school teachers. This was conducted among elementary and secondary teachers in Lavezares I District, Division of Northern Samar. This study employed descriptive-correlational research design involving 30 participants chosen through purposive sampling. Data from survey questionnaire were analyzed using Descriptive Statistics and Pearson Product-Moment Correlation Coefficient. This was conducted within the third quarter of the school year 2021-2022. Findings showed that more of them are between 31–38 years old. Majority of them are female, married, with net take home pay of 5,000 – 11,499, recipients of completed academic requirement (CAR) for their MA, hold teacher III position, have been in the service for 7 years and below, with not more than 2 trainings and seminars related to distance learning attended.
 In terms of the mental health, results showed that teachers who are at the forefront of distance learning implementation manifest severe stress, moderate anxiety, and mild depression. The demographic profile in terms of age, gender, civil status, net take home pay, highest educational attainment, teaching position, length of service, and the number of attended trainings and seminars related to distance education found not significantly correlated teachers’ mental health. The findings of this study will provide input how school can address personal factors and mental health issues of teachers to become resilient in the face of adversities.

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)0.003
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.157
Threshold uncertainty score0.305

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.064
GPT teacher head0.334
Teacher spread0.270 · 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