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Record W3174504432 · doi:10.1002/icd.2251

An investigation of children's empathic dispositions and behaviours across seven countries

2021· article· en· W3174504432 on OpenAlex
Violet Kozloff, Jason M. Cowell, Elizabeth Huppert, Natalia Gómez-Sicard, Kang Lee, Randa Mahasneh, Susan Malcolm‐Smith, Bilge Selçuk, Xinyue Zhou, Jean Decety

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

VenueInfant and Child Development · 2021
Typearticle
Languageen
FieldPsychology
TopicChild and Adolescent Psychosocial and Emotional Development
Canadian institutionsUniversity of Toronto
FundersJohn Templeton Foundation
KeywordsEmpathyPsychologySituational ethicsEmpathic concernProsocial behaviorDispositionDevelopmental psychologyDictator gamePerspective-takingSocial psychology

Abstract

fetched live from OpenAlex

Abstract This study examined individual influences on child empathy, the relationship between child and parent empathy, and the relationship between empathy and prosociality across seven countries. A large sample of children ( N = 792, 49% female) from the ages of 6–10 years completed a situational empathy task, as well as a dictator game to assess prosociality. The questionnaire of cognitive and affective empathy was used to assess parents' and children's empathic dispositions. Children participated from Canada, China, Colombia, Jordan, South Africa, Turkey, and the United States. Situational empathy, empathic disposition, and prosociality were all positively associated with age. Boys displayed less situational empathy and lower empathic disposition than girls. Parental empathic disposition predicted the same dispositions in children but were not related to children's situational empathy or prosociality. No association was found between child prosociality and child empathic disposition. Overall, the results suggest similar ontologies of empathic disposition and situational empathy across countries.

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)0.000
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 score0.072
Threshold uncertainty score0.595

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 head0.011
GPT teacher head0.275
Teacher spread0.264 · 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