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Presented By: Michigan Program in Survey and Data Science

Shiyu Zhang - The Additional Effects of Adaptive Survey Design Beyond Post-Survey Adjustment: An Experimental Evaluation - MPSDS JPSM Seminar Series

Michigan Program in Survey and Data Science and the Joint Program in Survey Methodology Seminar Series

Shiyu Zhang - The Additional Effects of Adaptive Survey Design Beyond Post-Survey Adjustment: An Experimental Evaluation - MPSDS JPSM Seminar Series Shiyu Zhang - The Additional Effects of Adaptive Survey Design Beyond Post-Survey Adjustment: An Experimental Evaluation - MPSDS JPSM Seminar Series
Shiyu Zhang - The Additional Effects of Adaptive Survey Design Beyond Post-Survey Adjustment: An Experimental Evaluation - MPSDS JPSM Seminar Series
Shiyu Zhang

The Additional Effects of Adaptive Survey Design Beyond Post-Survey Adjustment: An Experimental Evaluation

Adaptive survey design refers to using targeted procedures to recruit different sampled cases. This technique strives to reduce bias and variance of survey estimates by trying to recruit a larger and more balanced set of respondents. However, it is not well understood how adaptive design can improve data and survey estimates beyond the well-established post-survey adjustment. This paper reports the results of an experiment that evaluated the additional effect of adaptive design to post-survey adjustments. The experiment was conducted in the Detroit Metro Area Communities Study in 2021. We evaluated the adaptive design in five outcomes: 1) response rates, 2) demographic composition of respondents, 3) bias and variance of key survey estimates, 4) changes in coefficients of regression model results, and 5) costs. The most significant benefit of the adaptive design was its ability to generate more efficient survey estimates with smaller variances and smaller design effects.
Shiyu Zhang - The Additional Effects of Adaptive Survey Design Beyond Post-Survey Adjustment: An Experimental Evaluation - MPSDS JPSM Seminar Series Shiyu Zhang - The Additional Effects of Adaptive Survey Design Beyond Post-Survey Adjustment: An Experimental Evaluation - MPSDS JPSM Seminar Series
Shiyu Zhang - The Additional Effects of Adaptive Survey Design Beyond Post-Survey Adjustment: An Experimental Evaluation - MPSDS JPSM Seminar Series

Livestream Information

 Zoom
February 23, 2022 (Wednesday) 12:00pm
Meeting ID: 97702415176
Meeting Password: 1070

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