MétaCan
Menu
Back to cohort
Record W2163372854 · doi:10.5539/res.v5n4p130

Effect of Corporal Punishment on Students’ Motivation and Classroom Learning

2013· article· en· W2163372854 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.

venuePublished in a venue whose home country is Canada.
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

VenueReview of European Studies · 2013
Typearticle
Languageen
FieldPsychology
TopicChild Abuse and Trauma
Canadian institutionsnot available
Fundersnot available
KeywordsCorporal punishmentPsychologyPunishment (psychology)Mathematics educationRegression analysisVariablesSocial psychologyStatisticsMathematics

Abstract

fetched live from OpenAlex

This study examined the effect of corporal punishment on students’ motivation and classroom learning. Research has indicated that behavior of teacher profoundly influences students’ learning. It has been observed with great concern that teachers in Pakistani schools resort to corporal punishment to motivate students for classroom learning. Over the years this practice has resulted in reduced students’ motivation towards learning.This study was purposefully designed to investigate this area of concern. For this purpose, the study attempted to find answer to the question that was there any relationship between corporal punishment and students’ motivation and classroom learning. Using a correlation design, the study surveyed attitudes of a randomely sampled 250 teachers from secondary schools in Malakand district, Khyber Pakhtunkhwa, Pakistan. For data analysis, SPSS was used. This research studied the relationship between the following three main variables: corporal punishment as independent variable and student motivation and classroom learning as dependent variables. To examine correlation between the variables, ANOVA and Regression Analysis were utilized. Results of the study revealed that corporal punshment was significantly negatively correlated with students’ motivation and classroom learning.

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.507
Threshold uncertainty score0.317

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 communication0.0000.000
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 head0.042
GPT teacher head0.356
Teacher spread0.315 · 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