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Potential Race and Gender Biases in High‐Stakes Teacher Observations

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  • Jason A. Grissom
  • Brendan Bartanen

Abstract

Classroom observations are the largest component of evaluation ratings given to teachers in the multiple‐measure evaluation systems states have implemented in the last decade. Using data from the first eight years of Tennessee's teacher evaluation system, we document race and gender gaps in observation ratings and ask whether these gaps reflect true differences in instructional effectiveness. White and female teachers receive, on average, 0.15 standard deviations (SD) and 0.30 SD higher observation ratings than their Black and male colleagues. Gaps persist even conditional on other measures of teachers’ effectiveness, such as value‐added to student test scores or student attendance, consistent with potential bias. The Black–White gap is largest in schools where Black teachers are racially isolated and is partly explained by Black teachers’ propensity to be assigned less advantaged students within their schools. Teachers receive somewhat higher ratings from raters of the same race. We find no same‐gender rater effects and, beyond score differences associated with grade and subject taught, uncover few explanations for the large advantage women see in observation ratings. Our results suggest the need for steps to address bias in evaluation processes to ensure the accuracy of evaluation feedback and fair, equitable treatment of teachers in evaluation and staffing actions that rely on it.

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  • Jason A. Grissom & Brendan Bartanen, 2022. "Potential Race and Gender Biases in High‐Stakes Teacher Observations," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 41(1), pages 131-161, January.
  • Handle: RePEc:wly:jpamgt:v:41:y:2022:i:1:p:131-161
    DOI: 10.1002/pam.22352
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    References listed on IDEAS

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    1. Thomas J. Kane & Douglas O. Staiger, 2008. "Estimating Teacher Impacts on Student Achievement: An Experimental Evaluation," NBER Working Papers 14607, National Bureau of Economic Research, Inc.
    2. Jesse Rothstein, 2009. "Student Sorting and Bias in Value-Added Estimation: Selection on Observables and Unobservables," Education Finance and Policy, MIT Press, vol. 4(4), pages 537-571, October.
    3. Seth Gershenson & Diane Whitmore Schanzenbach, 2016. "Linking Teacher Quality, Student Attendance, and Student Achievement," Education Finance and Policy, MIT Press, vol. 11(2), pages 125-149, Spring.
    4. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    5. Raj Chetty & John N. Friedman & Jonah E. Rockoff, 2014. "Measuring the Impacts of Teachers I: Evaluating Bias in Teacher Value-Added Estimates," American Economic Review, American Economic Association, vol. 104(9), pages 2593-2632, September.
    6. Jason A. Grissom & Susanna Loeb, 2017. "Assessing Principals’ Assessments: Subjective Evaluations of Teacher Effectiveness in Low- and High-Stakes Environments," Education Finance and Policy, MIT Press, vol. 12(3), pages 369-395, Summer.
    7. Jing Liu & Susanna Loeb, 2021. "Engaging Teachers: Measuring the Impact of Teachers on Student Attendance in Secondary School," Journal of Human Resources, University of Wisconsin Press, vol. 56(2), pages 343-379.
    8. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 453-479, December.
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    Cited by:

    1. Eren, Ozkan, 2023. "Potential in-group bias at work: Evidence from performance evaluations," Journal of Economic Behavior & Organization, Elsevier, vol. 206(C), pages 296-312.
    2. Xiaopeng Wu & Tianshu Xu & Jincheng Zhou, 2022. "Sustainability of Evaluation: The Origin and Development of Value-Added Evaluation from the Global Perspective," Sustainability, MDPI, vol. 14(23), pages 1-13, November.

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