Open Data in Evaluation: Implications and Challenges of Facilitating Data Interpretation Using Open Data

ABSTRACT This article explores the role of open data in evaluation, using a DEI (diversity, equity, and inclusion) evaluation case study of the outdoor recreation industry, to highlight data interpretation and multi‐year data infrastructure challenges. It argues that open data enhances transparency and provides practical benchmarks for meaningful interpretations. Our experience with Camber Outdoors (CO) illustrates how having accessible data could have mitigated early evaluation challenges by providing meaningful comparison data. The discussion explores how open data aligns with evaluator competence and addresses the barriers to its adoption, including ethical considerations, resource constraints, and data privacy issues. We advocate for professional development and strategic incentives to foster safe, data‐driven environments that encourage open data practices and advance evaluation scholarship.

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Publication Details

Journal
New Directions for Evaluation
Published
2024-12-01
DOI
https://doi.org/10.1002/ev.20626
Citations
2
Primary Topic
Evaluation and Performance Assessment
Type
article
Field-Weighted Citation Impact
0.98
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article

Open Data in Evaluation: Implications and Challenges of Facilitating Data Interpretation Using Open Data

Jennifer Villalobos, Piper T. Grandjean Targos
2 citations
New Directions for Evaluation
Evaluation and Performance Assessment
0.98
article

Open Data in Evaluation: Implications and Challenges of Facilitating Data Interpretation Using Open Data

Jennifer Villalobos, Piper T. Grandjean Targos
article en
2 citations

Abstract

ABSTRACT This article explores the role of open data in evaluation, using a DEI (diversity, equity, and inclusion) evaluation case study of the outdoor recreation industry, to highlight data interpretation and multi‐year data infrastructure challenges. It argues that open data enhances transparency and provides practical benchmarks for meaningful interpretations. Our experience with Camber Outdoors (CO) illustrates how having accessible data could have mitigated early evaluation challenges by providing meaningful comparison data. The discussion explores how open data aligns with evaluator competence and addresses the barriers to its adoption, including ethical considerations, resource constraints, and data privacy issues. We advocate for professional development and strategic incentives to foster safe, data‐driven environments that encourage open data practices and advance evaluation scholarship.

New Directions for EvaluationVol. 2024(184)
Claremont Graduate University (US)
Openalex Percentile: Top 19%
Evaluation and Performance Assessment
0.98
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