Sorting out the signal: Do multiple measures of teachers’ effectiveness provide consistent information to teachers and principals?
Author(s) -
Katharine O. Strunk,
Tracey L. Weinsten,
Reino Makkonen
Publication year - 2014
Publication title -
education policy analysis archives
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.727
H-Index - 46
ISSN - 1068-2341
DOI - 10.14507/epaa.v22.1590
Subject(s) - observational study , measure (data warehouse) , pairwise comparison , teacher quality , sorting , value (mathematics) , psychology , school district , mathematics education , ordinary least squares , statistics , computer science , mathematics , data mining , operations management , economics , developmental psychology , metric (unit) , programming language
There is increasing policy interest in the use of standards-based multiple measure teacher evaluation systems that include both observational and value-added measures of teacher effectiveness. The growing literature that assesses the relationships between these measures does so mainly in academic settings using a validity lens. While valuable in their own right, this evidence from research-based settings provides little evidence about how teachers and principals receive the different signals from multiple measures of effectiveness when implemented in district contexts. Using pairwise correlations and a series of ordinary least squares regressions, this study assesses the relationships between value-added measures of teacher effectiveness and an observational measure of teacher practice as implemented in a district's pilot of a new standards-based multiple-measure teacher evaluation system. We find moderate correlations between value-added and observation-based measures, indicating that teachers will receive similar but not entirely consistent signals from each performance measure. We conclude by highlighting considerations for districts working to develop and implement standards-based multiple-measure teacher evaluation systems.
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