Concepedia

Big Data Ethics

Big Data Ethics is a branch of health information ethics that systematically examines the moral principles and societal implications governing the collection, analysis, and use of large-scale, complex datasets in healthcare, distinguished by its focus on ethical challenges arising from data volume, velocity, variety, and veracity in biomedical and public health contexts.

643

Publications

45.5K

Citations

1.5K

Authors

795

Institutions

Publications per year

2017–2026

417

Parents

Publications

643

Implementing Machine Learning in Health Care — Addressing Ethical Challenges

Danton Char, Nigam H. Shah, David Magnus · New England Journal of Medicine · 2018 · 1.6K citations · Full text

, , +17

The CARE Principles for Indigenous Data Governance

Stephanie Russo Carroll, Ibrahim Garba, Óscar Luis Figueroa Rodríguez et al. · Data Science Journal · 2020 · 1.2K citations · Full text

, , +16

The accuracy, fairness, and limits of predicting recidivism

Julia Dressel, Hany Farid · Science Advances · 2018 · 1K citations · Full text

, , +17

Machine learning in medicine: Addressing ethical challenges

Effy Vayena, Alessandro Blasimme, I. Glenn Cohen · PLoS Medicine · 2018 · 812 citations · Full text

, , +17

The Metaverse as a Virtual Form of Smart Cities: Opportunities and Challenges for Environmental, Economic, and Social Sustainability in Urban Futures

Zaheer Allam, Ayyoob Sharifi, Simon Elias Bibri et al. · Smart Cities · 2022 · 642 citations · Full text

, , +17

1–5 of 643

Authors

1.5K

  1. EV
    Effy Vayena

    ETH Zurich, Switzerland

    9 publications · 1.3K citations

    9

    h-index

  2. KC
    Kate Crawford

    Microsoft (United States), United States

    5 publications · 784 citations

    5

    h-index

  3. MR
    Mark Ryan

    Wageningen University & Research, Netherlands

    5 publications · 239 citations

    5

    h-index

  4. AB
    Alessandro Blasimme

    ETH Zurich, Switzerland

    4 publications · 1.1K citations

    4

    h-index

  5. BC
    Bernd Carsten Stahl

    De Montfort University, United Kingdom

    4 publications · 493 citations

    4

    h-index

1–5 of 1.5K

Institutions

795

  1. University of Oxford

    Oxford, United Kingdom

    11 h-index

    24 publications

    3.4K citations

  2. University of Edinburgh

    Edinburgh, United Kingdom

    11 h-index

    14 publications

    462 citations

  3. New York University

    New York, United States

    10 h-index

    10 publications

    2.5K citations

  4. University of California, Berkeley

    Berkeley, United States

    8 h-index

    11 publications

    928 citations

  5. University of Manchester

    Manchester, United Kingdom

    8 h-index

    10 publications

    852 citations

  6. Stanford University

    Stanford, United States

    8 h-index

    16 publications

    2.1K citations

  7. ETH Zurich

    Zurich, Switzerland

    8 h-index

    16 publications

    2.2K citations

  8. National University of Singapore

    Singapore, Singapore

    8 h-index

    16 publications

    1.6K citations

1–8 of 795

Venues

  1. Big Data & Society

    27 publications · 2.5K citations

    22

    h-index

  2. SSRN Electronic Journal

    Repository · 27 publications · 1.1K citations

    18

    h-index

  3. Journal of Medical Internet Research

    8 publications · 486 citations

    8

    h-index

  4. Ethics and Information Technology

    7 publications · 610 citations

    7

    h-index

  5. DOAJ (DOAJ: Directory of Open Access Journals)

    Repository · 6 publications · 446 citations

    6

    h-index

1–5