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Record W3177084746 · doi:10.29333/iji.2021.14318a

What Differences between Parents 'and Teachers' Views about their Relationships in Québec (Canada)

2021· article· en· W3177084746 on OpenAlex
Enkeleda Arapi, Christine Hamel

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueInternational Journal of Instruction · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicParental Involvement in Education
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsNarrativePsychologySet (abstract data type)Qualitative researchPedagogyMathematics educationSchool teachersSociologySocial science

Abstract

fetched live from OpenAlex

Over the past 50 years, a consensus emerged from the scientific literature regarding the positive effects of school, family and community partnerships on school achievement. However, researchers noted that the implementation of these partnerships still gives rise to tensions on the ground. This research tackled with how parents and teachers get involved in the school-family-community cooperation process to support pupils at the elementary school (age 6 to 12). The goal of this paper is to compare on the one hand, the parents' views in their narratives on parents and teachers practices, and on the other hand, the teachers' views in their narratives on parents and teachers practices as well, to gain insight on the tensions characterizing these partnerships and on the possible solutions set forth by these actors. To this end, the empirical analyses are based on a approach with qualitative interviews among 14 teachers and 45 parents of pupils at six elementary schools in the Greater Quebec City area. To this end, interviews were conducted with 14 teachers and 45 parents of pupils at six elementary schools in the Greater Quebec City area. The results suggest that practices such as school-family communication or homework are privileged among parents and teachers. The analyses also suggest that parents and teachers diverge over the tools teachers use to support parents involvement.

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)0.001
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 score0.719
Threshold uncertainty score0.836

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.092
GPT teacher head0.344
Teacher spread0.252 · 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