Presented By: Institute for Social Research
The Inclusive Research Matters Seminar Series
Critical Quantitative Methodology: Advanced Measurement Modeling to Identify and Remediate Racial (and other forms of) Bias
Matt Diemer, University of Michigan
The emerging Critical Quantitative (CQ) perspective is anchored by five guiding principles (i.e., foundation, goals, parity, subjectivity, and self-reflexivity) to mitigate racism and advance social justice. Within this broader methodological perspective, sound measurement is foundational to the quantitative enterprise. Despite the problematic history of measurement, it can be repurposed for critical and equitable ends. MIMIC (Multiple Indicator and MultIple Causes) models are a measurement strategy to simply and efficiently test whether a measure means the same thing and can be measured in the same way across groups (e.g., racial/ethnic and/or gender). This talk considers the affordances and limitations of MIMICs for critical quantitative methods, by detecting and mitigating racial, ethnic, gendered, and other forms of bias in items and in measures.
The emerging Critical Quantitative (CQ) perspective is anchored by five guiding principles (i.e., foundation, goals, parity, subjectivity, and self-reflexivity) to mitigate racism and advance social justice. Within this broader methodological perspective, sound measurement is foundational to the quantitative enterprise. Despite the problematic history of measurement, it can be repurposed for critical and equitable ends. MIMIC (Multiple Indicator and MultIple Causes) models are a measurement strategy to simply and efficiently test whether a measure means the same thing and can be measured in the same way across groups (e.g., racial/ethnic and/or gender). This talk considers the affordances and limitations of MIMICs for critical quantitative methods, by detecting and mitigating racial, ethnic, gendered, and other forms of bias in items and in measures.
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Livestream Information
ZoomFebruary 20, 2023 (Monday) 12:00pm
Meeting ID: 954186105850102109
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