Concepedia

Data Quality

Data Quality is a foundational attribute of data that refers to the degree to which data meets established criteria of accuracy, completeness, consistency, timeliness, and validity within a given context, distinguishing it from related data management concerns by focusing specifically on the fitness of data for intended uses in research, operations, and decision-making across domains such as health information systems, spatial data infrastructure, and business intelligence.

5.2K

Publications

356K

Citations

18.5K

Authors

4.4K

Institutions

Publications per year

2017–2026

1.9K

Variants

Geospatial Data Quality

Parents

Children

Publications

5.2K

Introduction to Statistical Quality Control

Roger Sauter, Douglas C. Montgomery · Technometrics · 1992 · 7.9K citations

, , +9

How good are my data and what is the resolution?

Philip R. Evans, Garib N. Murshudov · Acta Crystallographica Section D Biological Crystallography · 2013 · 5K citations · Full text

, , +16

Beyond Accuracy: What Data Quality Means to Data Consumers

Richard Y. Wang, Diane M. Strong · Journal of Management Information Systems · 1996 · 4.5K citations

, , +11

Are We There Yet? Data Saturation in Qualitative Research

Patricia Fusch, Lawrence Ness · The Qualitative Report · 2015 · 4.4K citations · Full text

, , +10

Scope of validity of PSNR in image/video quality assessment

Quan Huynh‐Thu, M. Ghanbari · Electronics Letters · 2008 · 2.8K citations

, , +14

1–5 of 5.2K

Authors

18.5K

  1. MP
    Mario Piattini

    University of Castilla-La Mancha, Spain

    24 publications · 863 citations

    18

    h-index

  2. FN
    Felix Naumann

    Hasso Plattner Institute, Germany

    22 publications · 1.2K citations

    17

    h-index

  3. IC
    Ismael Caballero

    University of Castilla-La Mancha, Spain

    21 publications · 719 citations

    16

    h-index

  4. DS
    Divesh Srivastava

    AT&T (United States), United States

    22 publications · 1.9K citations

    16

    h-index

  5. BO
    Boris Otto

    TU Dortmund University, Germany

    14 publications · 802 citations

    14

    h-index

1–5 of 18.5K

Institutions

4.4K

  1. Massachusetts Institute of Technology

    Cambridge, United States

    32 h-index

    96 publications

    13.7K citations

  2. Harvard University

    Cambridge, United States

    31 h-index

    141 publications

    9.9K citations

  3. University of Michigan

    Ann Arbor, United States

    27 h-index

    112 publications

    10.1K citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    27 h-index

    243 publications

    25.8K citations

  5. University of Washington

    Seattle, United States

    27 h-index

    125 publications

    14K citations

  6. University of Oxford

    Oxford, United Kingdom

    26 h-index

    91 publications

    18.5K citations

  7. University of Toronto

    Toronto, Canada

    24 h-index

    113 publications

    12.6K citations

  8. University of Waterloo

    Waterloo, Canada

    23 h-index

    45 publications

    4.6K citations

1–8 of 4.4K

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 40 publications · 5.5K citations

    33

    h-index

  2. Journal of Data and Information Quality

    JDIQ · 58 publications · 2.9K citations

    28

    h-index

  3. PubMed

    Repository · 83 publications · 2.5K citations

    27

    h-index

  4. Decision Support Systems

    26 publications · 2K citations

    23

    h-index

  5. BMC Medical Informatics and Decision Making

    24 publications · 1.3K citations

    22

    h-index

1–5