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iefieldkit: Commands for primary data collection and cleaning (update)

Author

Listed:
  • Kristoffer Bjärkefur

    (World Bank Group)

  • Luíza Cardoso de Andrade

    (University of Chicago)

  • Benjamin Daniels

    (Georgetown University)

Abstract

Data collection and cleaning workflows implement highly repetitive but extremely important processes. In this article, we describe an update to iefieldkit, a package developed to standardize and simplify best practices for high-quality primary data collection across the World Bank’s Development Im- pact Evaluation department. The first release of iefieldkit provided workflows to automate error checking for Open Data Kit-based survey modules, duplicate management, data cleaning, and codebook creation. This update to the package includes improved commands to document and implement data point corrections, verify the structure or contents of data using codebooks, and create replication- ready data through automated variable subsetting.

Suggested Citation

  • Kristoffer Bjärkefur & Luíza Cardoso de Andrade & Benjamin Daniels, 2023. "iefieldkit: Commands for primary data collection and cleaning (update)," Stata Journal, StataCorp LP, vol. 23(3), pages 875-883, September.
    • Handle: RePEc:tsj:stataj:v:23:y:2023:i:3:p:875-883
    DOI: 10.1177/1536867X231196496
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