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Download full textDan Goldhaber; James Cowan; Roddy Theobald – National Center for Analysis of Longitudinal Data in Education Research (CALDER), 2016
We use longitudinal data from Washington State to provide estimates of the extent to which performance on the edTPA, a performance-based, subject-specific assessment of teacher candidates, is predictive of the likelihood of employment in the teacher workforce and value-added measures of teacher effectiveness. While edTPA scores are highly…
Descriptors: Predictive Validity, Preservice Teachers, Student Evaluation, Program Validation
Direct linkGoldhaber, Dan; Lavery, Lesley; Theobald, Roddy – Center for Education Data & Research, 2012
A large literature on teacher collective bargaining describes the potential influence of provisions in teacher union contracts, but little is known about the determinants of these provisions. Using a unique dataset of every active teacher collective bargaining agreement in Washington state, we find that the proximity of two districts is a…
Descriptors: Unions, Collective Bargaining, Teacher Associations, Interpersonal Relationship
Peer reviewedMonti, Jennifer D.; Pomerantz, Eva M.; Roisman, Glenn I. – Journal of Educational Psychology, 2014
Data from the National Institute of Child Health and Human Development Study of Early Child Care and Youth Development (N = 1,312) were analyzed to examine whether the adverse effects of early insensitive parenting on children's academic functioning can be offset by parents' later involvement in children's education. Observations of mothers' early…
Descriptors: Data Analysis, Parent Participation, Child Development, Child Rearing
Goldhaber, Dan; Theobald, Roddy – National Center for Analysis of Longitudinal Data in Education Research, 2010
Over 2000 teachers in the state of Washington received reduction-in-force (RIF) notices in the past two years. The authors link data on these RIF notices to a unique dataset that includes student, teacher, school, and district variables to determine the factors that predict the likelihood of a teacher receiving a RIF notice. They find a teacher's…
Descriptors: Teacher Effectiveness, Job Layoff, Teacher Competencies, Predictor Variables
Madhyastha, Tara M.; Tanimoto, Steven – International Working Group on Educational Data Mining, 2009
Most of the emphasis on mining online assessment logs has been to identify content-specific errors. However, the pattern of general "consistency" is domain independent, strongly related to performance, and can itself be a target of educational data mining. We demonstrate that simple consistency indicators are related to student outcomes,…
Descriptors: Web Based Instruction, Computer Assisted Testing, Computer Software, Computer Science Education
Barnes, Tiffany, Ed.; Desmarais, Michel, Ed.; Romero, Cristobal, Ed.; Ventura, Sebastian, Ed. – International Working Group on Educational Data Mining, 2009
The Second International Conference on Educational Data Mining (EDM2009) was held at the University of Cordoba, Spain, on July 1-3, 2009. EDM brings together researchers from computer science, education, psychology, psychometrics, and statistics to analyze large data sets to answer educational research questions. The increase in instrumented…
Descriptors: Data Analysis, Educational Research, Conferences (Gatherings), Foreign Countries
