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Record W4392656030 · doi:10.1177/01650254241233531

Development of the forgiveness schema among young children and adolescents: A multinational comparison

2024· article· en· W4392656030 on OpenAlexaff
Germano Vera Cruz, Lonzozou Kpanake, Guadalupe Elizabeth Morales-Martinez, Étienne Mullet

Bibliographic record

VenueInternational Journal of Behavioral Development · 2024
Typearticle
Languageen
FieldPsychology
TopicForgiveness and Related Behaviors
Canadian institutionsUniversité TÉLUQ
Fundersnot available
KeywordsPsychologyForgivenessCircumstantial evidenceDevelopmental psychologySchema (genetic algorithms)Social psychologyGeography

Abstract

fetched live from OpenAlex

Few studies on the development of forgiveness involved young children and adolescents, and very few involved samples from non-western countries. This study focused on the development of willingness to forgive a particular transgression in participants aged 4 to 12 years and from two different cultures: a South African culture (Mozambique) and a Western European culture (France). Overall, 153 pupils from Mozambique and 107 pupils from France were presented with eight vignettes depicting a situation where a young child, intentionally or accidentally, dropped a small radio that they borrowed from another young child. These vignettes were composed by applying an orthogonal Intent × Consequences × Apologies, 2 × 2 × 2, design. Participants expressed what their willingness to forgive would be in each case on a continuous response scale. Through cluster analysis, four main positions were identified. They were labeled: Almost never forgive (11% of participants), Depends mainly on consequences (22%), Depends mainly on intent and apologies (57%), and Almost always forgive (2%). The first two positions were typical of 4–7-year olds, and the third one was typical of 8–12-year olds. No significant differences in cluster composition were found between the Mozambican and French participants. Up to the age of four, most children probably do not have access to the notion of forgiveness. From the age of four to seven, this notion begins to appear, in particular through a gradual taking into account of circumstantial factors other than the severity of consequences of a transgression. This development is quite rapid—probably during the 7-year period, from 0 to 7 years. From the age of eight onwards, a forgiveness schema similar to that observed in adults is operational. This developmental trajectory is probably very general. It seems to depend little on the type of culture in which it develops.

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 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)0.000
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 score0.103
Threshold uncertainty score0.488

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.021
GPT teacher head0.343
Teacher spread0.322 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations5
Published2024
Admission routes1
Has abstractyes

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