Concepedia

Data Quality Frameworks

Data Quality Frameworks is a structured academic construct that specifies the principles, dimensions, and methodologies for systematically evaluating, monitoring, and improving data quality within organizational and technical contexts.

236

Publications

20.8K

Citations

704

Authors

330

Institutions

Publications per year

2017–2026

71

Parents

Publications

236

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

Data quality of platforms and panels for online behavioral research

Eyal Peer, David Rothschild, Gordon Andrew et al. · Behavior Research Methods · 2021 · 1.6K citations · Full text

, , +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

A framework for analysis of data quality research

R.Y. Wang, Veda C. Storey, Chris Firth · IEEE Transactions on Knowledge and Data Engineering · 1995 · 689 citations · Full text

, , +12

1–5 of 236

Authors

704

  1. MP
    Mario Piattini

    University of Castilla-La Mancha, Spain

    8 publications · 320 citations

    8

    h-index

  2. IC
    Ismael Caballero

    University of Castilla-La Mancha, Spain

    7 publications · 290 citations

    7

    h-index

  3. CB
    Carlo Batini

    University of Milano-Bicocca, Italy

    7 publications · 361 citations

    7

    h-index

  4. BO
    Boris Otto

    TU Dortmund University, Germany

    5 publications · 139 citations

    5

    h-index

  5. AK
    Andy Koronios

    University of South Australia, Australia

    4 publications · 272 citations

    4

    h-index

1–5 of 704

Institutions

330

  1. University of Castilla-La Mancha

    Ciudad Real, Spain

    8 h-index

    18 publications

    1.2K citations

  2. University of Milano-Bicocca

    Milan, Italy

    6 h-index

    12 publications

    1.7K citations

  3. Monash University

    Melbourne, Australia

    6 h-index

    11 publications

    772 citations

  4. Leipzig University

    Leipzig, Germany

    5 h-index

    9 publications

    1.4K citations

  5. University of South Australia

    Adelaide, Australia

    4 h-index

    10 publications

    717 citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    4 h-index

    5 publications

    1.7K citations

  7. University of Toronto

    Toronto, Canada

    3 h-index

    4 publications

    178 citations

  8. Old Dominion University

    Norfolk, United States

    3 h-index

    4 publications

    576 citations

1–8 of 330

Venues

  1. ICIQ

    8 publications · 244 citations

    8

    h-index

  2. Decision Support Systems

    7 publications · 299 citations

    7

    h-index

  3. Journal of Data and Information Quality

    JDIQ · 6 publications · 668 citations

    6

    h-index

  4. IQ

    6 publications · 188 citations

    6

    h-index

  5. Information & Management

    5 publications · 801 citations

    5

    h-index

1–5