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11 - Putting It Together

from Part III - Fighting Nonignorable Nonresponse

Published online by Cambridge University Press:  29 February 2024

Michael A. Bailey
Affiliation:
Georgetown University, Washington DC
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Summary

This chapter brings together the argument so far, showing how nonignorable nonresponse may manifest itself and how the various models perform across these contexts, including how they may fail. It also highlights the ideal response to potential nonignorable nonresponse, which involves (1) creating randomized instruments, (2) using the randomized instrument to diagnose nonignorable nonresponse, (3) moving to conventional weights if there is no evidence of nonignorable nonresponse, but (4) using selection models explained here when there is evidence of nonignorable nonresponse. Section 11.1 simulates and analyzes data across a range of scenarios using multiple methods. Section 11.2 discusses how to diagnose whether nonresponse is nonignorable. Section 11.3 integrates the approaches with a decision tree based on properties of the data. Section 11.4 discusses how selection models can fail.

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Polling at a Crossroads
Rethinking Modern Survey Research
, pp. 198 - 210
Publisher: Cambridge University Press
Print publication year: 2024

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  • Putting It Together
  • Michael A. Bailey, Georgetown University, Washington DC
  • Book: Polling at a Crossroads
  • Online publication: 29 February 2024
  • Chapter DOI: https://doi.org/10.1017/9781108697798.012
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To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Dropbox.

  • Putting It Together
  • Michael A. Bailey, Georgetown University, Washington DC
  • Book: Polling at a Crossroads
  • Online publication: 29 February 2024
  • Chapter DOI: https://doi.org/10.1017/9781108697798.012
Available formats
×

Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

  • Putting It Together
  • Michael A. Bailey, Georgetown University, Washington DC
  • Book: Polling at a Crossroads
  • Online publication: 29 February 2024
  • Chapter DOI: https://doi.org/10.1017/9781108697798.012
Available formats
×