Concepedia

Data Quality Assurance

Data Quality Assurance is a systematic framework within data stewardship that ensures data quality through standardized procedures, validation mechanisms, and governance practices designed to maintain accuracy, completeness, consistency, and reliability throughout the data lifecycle, particularly in the contexts of responsible data collection and data sharing.

478

Publications

27.8K

Citations

1.9K

Authors

793

Institutions

Publications per year

2017–2026

160

Variants

Dqa

Parents

Publications

478

Data quality management for life cycle inventories—an example of using data quality indicators

Bo P. Weidema, Marianne Wesnæs · Journal of Cleaner Production · 1996 · 1K citations

, , +14

The Challenges of Data Quality and Data Quality Assessment in the Big Data Era

Li Cai, Yangyong Zhu · Data Science Journal · 2015 · 1K citations · Full text

, , +16

Data quality for data science, predictive analytics, and big data in supply chain management: An introduction to the problem and suggestions for research and applications

Benjamin T. Hazen, Christopher A. Boone, Jeremy D. Ezell et al. · International Journal of Production Economics · 2014 · 847 citations

, , +17

The Danish Psychiatric Central Register.

P. Munk‐Jørgensen, Preben Bo Mortensen · PubMed · 1997 · 708 citations

, , +10

Data quality management, data usage experience and acquisition intention of big data analytics

Ohbyung Kwon, Namyeon Lee, Bongsik Shin · International Journal of Information Management · 2014 · 707 citations

, , +10

1–5 of 478

Authors

1.9K

  1. IC
    Ismael Caballero

    University of Castilla-La Mancha, Spain

    6 publications · 276 citations

    6

    h-index

  2. MP
    Mario Piattini

    University of Castilla-La Mancha, Spain

    6 publications · 287 citations

    6

    h-index

  3. BO
    Boris Otto

    TU Dortmund University, Germany

    5 publications · 158 citations

    5

    h-index

  4. JG
    Jerry Gao

    San Jose State University, United States

    5 publications · 176 citations

    5

    h-index

  5. GS
    G. Shankaranarayanan

    Boston University, United States

    5 publications · 498 citations

    5

    h-index

1–5 of 1.9K

Institutions

793

  1. Columbia University

    New York, United States

    8 h-index

    17 publications

    550 citations

  2. University of Edinburgh

    Edinburgh, United Kingdom

    7 h-index

    8 publications

    527 citations

  3. Massachusetts Institute of Technology

    Cambridge, United States

    7 h-index

    13 publications

    1.9K citations

  4. Goddard Space Flight Center

    Greenbelt, United States

    6 h-index

    7 publications

    441 citations

  5. University of Manchester

    Manchester, United Kingdom

    6 h-index

    13 publications

    479 citations

  6. University of Nebraska–Lincoln

    Lincoln, United States

    5 h-index

    19 publications

    1.1K citations

  7. University of Cambridge

    Cambridge, United Kingdom

    5 h-index

    11 publications

    427 citations

  8. University of Colorado Denver

    Denver, United States

    5 h-index

    9 publications

    969 citations

1–8 of 793

Venues

  1. PubMed

    Repository · 10 publications · 1.1K citations

    10

    h-index

  2. Journal of Atmospheric and Oceanic Technology

    9 publications · 1.3K citations

    9

    h-index

  3. Decision Support Systems

    7 publications · 605 citations

    7

    h-index

  4. Data Science Journal

    6 publications · 1.1K citations

    6

    h-index

  5. The International Journal of Life Cycle Assessment

    LCA · 6 publications · 293 citations

    6

    h-index

1–5