Pre-service teachers' empathy and cognitions: Statistical analysis of text data by graphical models

Sharon Tettegah, Carolyn Jane Anderson

Research output: Contribution to journalArticle

Abstract

This research examines empathic dispositions of 178 pre-service teachers. We analyzed open ended responses to animated narrative vignette simulations (ANVs), which served as stimulated experimental situations depicting students in victim and perpetrator scenarios. Empathy was examined by addressing the following questions: (1) Do participants' responses differ over vignettes? (2) What is the dimensionality of the empathy construct? (3) Is word count an indicator of empathy? (4) Is there a dispositional effect? (5) To what extent do pre-service teachers express empathy? After the text responses of pre-service teachers were coded, log-linear and log-multiplicative association models, which have graphical representations, were used to analyze the data and to develop a context dependent measure of empathy. The results suggest that a single latent variable underlies the responses, and from our measurement model, very few teachers expressed empathy toward the victim in the ANVs.

Original languageEnglish (US)
Pages (from-to)48-82
Number of pages35
JournalContemporary Educational Psychology
Volume32
Issue number1
DOIs
StatePublished - Jan 1 2007

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Statistical Data Interpretation
empathy
Cognition
statistical analysis
cognition
teacher
disposition
Students
scenario
narrative
simulation
Research
student

Keywords

  • Concern
  • Empathy
  • Graphical models
  • Latent variables
  • Log-linear models
  • Log-multiplicative association models
  • Narratives
  • Simulations

ASJC Scopus subject areas

  • Developmental and Educational Psychology
  • Education

Cite this

Pre-service teachers' empathy and cognitions : Statistical analysis of text data by graphical models. / Tettegah, Sharon; Anderson, Carolyn Jane.

In: Contemporary Educational Psychology, Vol. 32, No. 1, 01.01.2007, p. 48-82.

Research output: Contribution to journalArticle

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