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Importance of the Open Data Assessment: An Insight Into the (Meta) Data Quality Dimensions

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  • Barbara Å libar
  • Dijana OreÅ¡ki
  • Nina BegiÄ ević ReÄ‘ep

Abstract

Data are the most important resource of the 21st century. The open data (OD) movement provides publicly available data for the development of a knowledge-based society. As such, the concept of OD is a valuable information technology (IT) tool for economic, social, and human development, which adds value. To further develop these processes on a global scale, users need to manage the quality of OD in their practices. Otherwise, what is the point of using data just for the sake of using it (in science or practice) without thinking about data compliance with norms, standards, and so forth? This article aims to provide an overview of (meta)data quality dimensions, sub-dimensions, and metrics used within OD assessment-related research papers. To achieve this, the authors performed a systematic literature review (SLR) and extracted data from 86 relevant studies dealing with the evaluation of OD. The article endows the progress made so far in OD assessment research. Findings of reviewing the assessment of the OD in the light of existing (meta)data quality dimensions unveil the potential of metadata. Furthermore, the analysis disclosed the need for greater use of quantitative methods in research, and metadata can greatly assist in this.

Suggested Citation

  • Barbara Å libar & Dijana OreÅ¡ki & Nina BegiÄ ević ReÄ‘ep, 2021. "Importance of the Open Data Assessment: An Insight Into the (Meta) Data Quality Dimensions," SAGE Open, , vol. 11(2), pages 21582440211, June.
  • Handle: RePEc:sae:sagope:v:11:y:2021:i:2:p:21582440211023178
    DOI: 10.1177/21582440211023178
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    1. M.J. Cobo & A.G. López‐Herrera & E. Herrera‐Viedma & F. Herrera, 2012. "SciMAT: A new science mapping analysis software tool," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 63(8), pages 1609-1630, August.
    2. Milena Stróżyna & Gerd Eiden & Witold Abramowicz & Dominik Filipiak & Jacek Małyszko & Krzysztof Węcel, 2018. "A framework for the quality-based selection and retrieval of open data - a use case from the maritime domain," Electronic Markets, Springer;IIM University of St. Gallen, vol. 28(2), pages 219-233, May.
    3. Sadiq, Shazia & Indulska, Marta, 2017. "Open data: Quality over quantity," International Journal of Information Management, Elsevier, vol. 37(3), pages 150-154.
    4. Jyoti Belur & Lisa Tompson & Amy Thornton & Miranda Simon, 2021. "Interrater Reliability in Systematic Review Methodology: Exploring Variation in Coder Decision-Making," Sociological Methods & Research, , vol. 50(2), pages 837-865, May.
    5. Cobo, M.J. & López-Herrera, A.G. & Herrera-Viedma, E. & Herrera, F., 2011. "An approach for detecting, quantifying, and visualizing the evolution of a research field: A practical application to the Fuzzy Sets Theory field," Journal of Informetrics, Elsevier, vol. 5(1), pages 146-166.
    6. Jarolímek, J. & Martinec, R., 2016. "Analysis of Open Data Availability in Czech Republic Agrarian Sector," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 8(3), pages 1-11, September.
    7. Sanja Bogdanović-Dinić & Nataša Veljković & Leonid Stoimenov, 2014. "How Open Are Public Government Data? An Assessment of Seven Open Data Portals," Public Administration and Information Technology, in: Manuel Pedro Rodríguez-Bolívar (ed.), Measuring E-government Efficiency, edition 127, chapter 0, pages 25-44, Springer.
    8. Karl Widerquist, 2018. "The Bottom Line," Exploring the Basic Income Guarantee, in: A Critical Analysis of Basic Income Experiments for Researchers, Policymakers, and Citizens, chapter 0, pages 93-98, Palgrave Macmillan.
    9. David Moher & Alessandro Liberati & Jennifer Tetzlaff & Douglas G Altman & The PRISMA Group, 2009. "Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-6, July.
    10. M.J. Cobo & A.G. López-Herrera & E. Herrera-Viedma & F. Herrera, 2012. "SciMAT: A new science mapping analysis software tool," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 63(8), pages 1609-1630, August.
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    1. Vigan Raca & Goran Velinov & Stefan Dzalev & Margita Kon-Popovska, 2022. "A Framework for Evaluation and Improvement of Open Government Data Quality: Application to the Western Balkans National Open Data Portals," SAGE Open, , vol. 12(2), pages 21582440221, June.
    2. Jingran Wang & Yi Liu & Peigong Li & Zhenxing Lin & Stavros Sindakis & Sakshi Aggarwal, 2024. "Overview of Data Quality: Examining the Dimensions, Antecedents, and Impacts of Data Quality," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 1159-1178, March.

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