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Do declining response rates negatively affect sample composition
Do declining response rates negatively affect sample composition? A longitudinal analysis using data from the German General Social Survey (ALLBUS) Michael Blohm und Achim Koch, GESIS – Leibniz Institute for the Social Sciences June 27, 2018 Session number: ST 7
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Starting point Declining response rates are a continuing problem for household surveys - with voluntary participation - in many Western countries The decrease in the response rate raised concerns whether it would be accompanied by an increase in nonresponse bias. German General Social Survey (ALLBUS) provides a good opportunity to analyze the relationship between declining response rates and nonresponse bias same basic survey design since 1994 accurate calculation of response rates
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German General Social Survey (ALLBUS)
Multi-topic survey Repeated cross-sections (every 2 years) Face-to-face Sample of named individuals Population: 18yrs and older in private HH (in Germany) Commercial survey agency 3500 net cases 70 min.
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Indicators for Nonresponse Bias
R-Indicators: Variability of estimated response propensities 𝑹=𝟏−𝟐𝑺(𝒑) Logistic regression models: DV Survey Participation IVs: Gender, Age, Nationality, Urbanicity, Region Gross sample: Frame information from population registers Conditional partial R-Indicators: measure the relative importance of a variable on the variability Index of Dissimilarity: Deviations from the German Microcensus (external benchmark) Comparison for Gender, Age, Education, Marital Status, Work Status, Occupational Status, Household size Net sample
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Results: R-indicator
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Results: Index of Dissimilarity
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Summary/Discussion Despite a decrease in the response rate of 20 %points: better balanced sample composition (sample frame information and the respective R-indicator) equally well balanced sample (external benchmark data and the average value of D) smaller nonresponse bias for most variables increase in nonresponse bias for some variables == > response rates alone are an imperfect indicator of nonresponse bias
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Thank you for your attention
Do declining response rates negatively affect sample composition? A longitudinal analysis using data from the German General Social Survey (ALLBUS) Thank you for your attention Michael Blohm und Achim Koch, GESIS – Leibniz Institute for the Social Sciences
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