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Using equivalence testing to disentangle selection and measurement in mixed modes surveys

  • Publication Type: Understanding Society Working Paper Series
  • Publication date:
  • Series: Understanding Society Working Paper Series

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Abstract

Mixed modes are becoming increasingly popular in surveys. This approach can decrease costs and non-response bias. But in order to evaluate the utility of this approach we must separate selection and measurement effects of the different modes. In this paper I propose a new way of applying the front-door method to control for measurement differences between modes: equivalence testing with latent measurement models. A small simulation study will show how this approach works and how it can be biased if the assumptions of exhaustiveness and isolation are not true in the observed data.

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Link

https://www.understandingsociety.ac.uk/research/publications/working-paper/understanding-society/2015-01

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