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IDS Transposer: A Users Guide.

Emily Klancher Merchant1, George Alter2, Jane Wang3

  • 1University of California at Davis and Dartmouth College.

Historical Life Course Studies
|December 4, 2018
PubMed
Summary
This summary is machine-generated.

The IDS Transposer software automates the conversion of diverse life-course data into the standard Intermediate Data Structure (IDS) format. This facilitates easier data sharing and analysis across multiple databases.

Keywords:
Data managementEvent history dataFamily reconstitutionHistorical demographyIDS TransposerIntermediate Data StructureLongitudinal life-course data

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Area of Science:

  • Data Science
  • Social Sciences
  • Computer Science

Background:

  • Longitudinal life-course data is crucial for research but stored in varied formats.
  • Standardizing data formats, like the Intermediate Data Structure (IDS), aids cross-database analysis.
  • Manual data translation into IDS is time-consuming and prone to errors.

Purpose of the Study:

  • To introduce the IDS Transposer, a software tool designed to automate the conversion of life-course data into the IDS format.
  • To streamline the process of preparing individual-level longitudinal data for analysis.
  • To enable database administrators to define custom data mappings to IDS.

Main Methods:

  • The IDS Transposer software is utilized to automate data format conversion.
  • The process involves mapping source data fields to the Intermediate Data Structure (IDS) specifications.
  • The article provides a step-by-step example and detailed discussion of the tool's functionality.

Main Results:

  • The IDS Transposer successfully automates the translation of data from various formats into the IDS.
  • The software reduces the time and effort required for data standardization.
  • It offers flexibility for database administrators to customize data representation within IDS.

Conclusions:

  • The IDS Transposer is an effective solution for overcoming data format heterogeneity in life-course research.
  • Automation of data translation accelerates the process of data analysis across multiple sources.
  • The tool enhances data accessibility and comparability in longitudinal studies.