Non-response biases in surveys of school children: the case of the English PISA samples

Micklewright, John and Schnepf, Sylke and Skinner, Chris (2010) Non-response biases in surveys of school children: the case of the English PISA samples. NCRM Working Paper. IOE, London. (Unpublished)

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Abstract

We analyse response patterns to an important survey of school children, exploiting rich auxiliary information on respondents and non-respondents cognitive ability that is correlated both with response and the learning achievement that the survey aims to measure. The survey is the Programme for International Student Assessment (PISA), which sets response thresholds in an attempt to control data quality. We analyse the case of England for 2000 when response rates were deemed high enough by the PISA organisers to publish the results, and 2003, when response rates were a little lower and deemed of suffcient concern for the results not to be published. We construct weights that account for the pattern of non-response using two methods, propensity scores and the GREG estimator. There is clear evidence of biases, but there is no indication that the slightly higher response rates in 2000 were associated with higher quality data. This underlines the danger of using response rate thresholds as a guide to data quality.

Item Type:Working Paper (NCRM Working Paper)
Subjects:1. Frameworks for Research and Research Designs > 1.12 Case Study
3. Data Quality and Data Management > 3.8 Data Quality and Data Management (other)
ID Code:1568
Deposited By: ADMIN user
Deposited On:28 Oct 2010 08:21
Last Modified:28 Oct 2010 08:21

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