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2010 - Classroom Peer Effects, Effort, and Race

Attribution: Edelman, Brent M.
Researchers: Brent M. Edelman
University Affiliation: Temple University
Email: bedelman@temple.edu
Research Question:
Develops a theoretical model of educational peer effects and then empiracally tests whether or not they exist.
Published: 0
Journal Name or Institutional Affiliation: N/A
Journal Entry: N/A
Year: 2010
Findings:
  • The estimation results of the empirical model, interpreted using a simulation-based technique, find a positive relationship between the amount of time a student spends studying and time spent studying by peers who share his race; for self-assessed effort, the results are ambiguous.
  • For both effort and study, being female has a postive effect on the probabilities of higher effort choices.
  • Being White has a negative effect, as does working a paid job for 20+ hours.
  • Both being in an upper SES category (60-79%) and living with both parents increase the probabilities of higher effort choices.
  • For just effort, being in the 40-59 SES percentile and being in a magnet school have a positive effect, whereas being in high school has a negative effect.
  • For just study, working a paid job of 6-10 hours and being in the top SES category have a positive effect.
  • Ability, not having an ability measure, having increased variance across study responses, and having a higher percentage of licensed teachers all decrease effort.
  • Increased variance across the own racial group’s study choices decreases study.
  • Suggests that grouping students who behave in a similar manner could lead to overall improvements in educational outcomes.
  • An increase in own racial group effort increases the student’s own effort; for other racial group effort the effect is positive but not significant.
Keywords: Classroom CompositionPeer EffectsRacial CompositionSESRegions: SouthMethodologies: QuantitativeResearch Designs: ModelAnalysis Methods: Probit Regression Sampling Frame:Charlotte Mecklenburg School District
Sampling Types: RandomAnalysis Units: ClassroomPeersStudentData Types: Quantitative-Longitudinal
Data Description:
  • CMS data set
  • Randomly sampled 8th grade English classrooms from middle schools and 12th grade English classrooms from high schools.
  • 4,454 students
  • DV: Effort, specifically self-assessed effort and time spent studying.
  • IV: Classroom composition, effort of peers, race, SES, part-time employment, family structure.
Theoretical Framework:
Relevance:
Archives: K-12 Integration, Desegregation, and Segregation Abstracts
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