Open Data Format: A Metadata-Enriched Data Format using DDI Codebook

Abstract: Currently, social scientists use different and sometimes proprietary software to analyse data, which processes metadata in diverse ways. Data formats of statistical software packages are only partially compatible and pose an obstacle to replication studies. Proprietary data formats jeopardise the requirement for interoperability enshrined in the FAIR principles. As part of KonsortSWD, we developed an open data format that can be used in common statistical programs to improve the exchange and reuse of research data and enable access to documentation materials directly via the statistical software. The open data format can be enriched with multilingual metadata and links to data portals, enabling direct access to documentation materials through the statistical software itself. In this paper, we present a practical use case of the Open Data Format based on SOEP panel data. We show how datasets in the ODF look, how the SOEP data was converted into our open data format, and how ODF data files can be imported and exported in R and Stata.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-11-14
DOI
https://doi.org/10.5281/zenodo.14162340
Primary Topic
Research Data Management Practices
Type
article
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article

Open Data Format: A Metadata-Enriched Data Format using DDI Codebook

Zenodo (CERN European Organization for Nuclear Research)
Research Data Management Practices
article

Open Data Format: A Metadata-Enriched Data Format using DDI Codebook

article en

Abstract

Abstract: Currently, social scientists use different and sometimes proprietary software to analyse data, which processes metadata in diverse ways. Data formats of statistical software packages are only partially compatible and pose an obstacle to replication studies. Proprietary data formats jeopardise the requirement for interoperability enshrined in the FAIR principles. As part of KonsortSWD, we developed an open data format that can be used in common statistical programs to improve the exchange and reuse of research data and enable access to documentation materials directly via the statistical software. The open data format can be enriched with multilingual metadata and links to data portals, enabling direct access to documentation materials through the statistical software itself. In this paper, we present a practical use case of the Open Data Format based on SOEP panel data. We show how datasets in the ODF look, how the SOEP data was converted into our open data format, and how ODF data files can be imported and exported in R and Stata.

Zenodo (CERN European Organization for Nuclear Research)
German Institute for Economic Research (DE)
Partnerships for the goals
Openalex Percentile: Top 43%
Research Data Management Practices
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Open Data Format: A Metadata-Enriched Data Format using DDI Codebook · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS