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Record W4384344842 · doi:10.47119/ijrp1001281720235194

Parental Engagement and Pupils’ Attitude: Its Relationship to Mathematics VI Performance

2023· article· en· W4384344842 on OpenAlex
Riza S. Pallugna, Azel M. Valle

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

VenueInternational Journal of Research Publications · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicChild Development and Education
Canadian institutionsnot available
Fundersnot available
KeywordsConstruct (python library)Quarter (Canadian coin)ChecklistMathematics educationPositive attitudePsychologyValue (mathematics)MathematicsSocial psychologyStatisticsComputer scienceGeography

Abstract

fetched live from OpenAlex

This study aimed to determine the parental engagement, pupils attitude and academic performance in Mathematics of Southwest II-District Elementary School, Cagayan de Oro City, this School Year 2022-2023. Specifically, this paper sought to do the following: the extent of parental engagement in terms of home engagement and school engagement the extent of pupils attitude towards mathematics in terms of mathematical value and mathematics enjoyment to find out the level of pupils performance in mathematics as measured by their second quarter grade and to determine the significant relationship between the pupils performance and parental engagement and pupils attitude. Questionnaire checklist was the main tool used in generating the necessary data of the study. Correlational design was used in the study. Mean, standard deviation, and Pearson Coefficient of Correlation were the statistical treatment employed in interpreting the data. The parents were highly engaged at home and at school on the academic undertakings of their child. The pupils had a very high positive attitude towards mathematics and their overall performance was satisfactory. Parental engagement and mathematical value as construct of attitude had no significant association with the pupils performance in mathematics. On the other hand, mathematical enjoyment as construct to attitude was statistically associated with their performance in mathematics.

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)0.005
metaresearch head score (Gemma)0.004
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 score0.226
Threshold uncertainty score0.525

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.348
GPT teacher head0.524
Teacher spread0.177 · 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