Concepedia

Human-centered Data Analysis

Human-Centered Data Analysis is a systematic analytical approach that belongs to the broader class of data analysis methods, distinguished by its explicit prioritization of human values, contexts, and participatory engagement throughout the data interpretation process to ensure relevance, equity, and usability in design outcomes.

178

Publications

11.3K

Citations

587

Authors

282

Institutions

Publications per year

2017–2026

110

Parents

Children

Publications

178

Moving beyond multiple regression analysis to algorithms: Calling for adoption of a paradigm shift from symmetric to asymmetric thinking in data analysis and crafting theory

Arch G. Woodside · Journal of Business Research · 2013 · 1.8K citations

, , +9

Visualized and Interacted Life: Personal Analytics and Engagements with Data Doubles

Minna Ruckenstein · Societies · 2014 · 371 citations · Full text

, , +15

qmethod: A Package to Explore Human Perspectives Using Q Methodology

Aiora Zabala · The R Journal · 2014 · 328 citations · Full text

, , +8

A data-based method for assessing and reducing human error to improve operational performance

Jeremy C. Williams · 2003 · 318 citations

, , +17

Putting the “Person” in the Center

Sang Eun Woo, Andrew T. Jebb, Louis Tay et al. · Organizational Research Methods · 2018 · 292 citations

, , +12

1–5 of 178

Authors

587

  1. BJ
    Bernard J. Jansen

    Pennsylvania State University, United States

    4 publications · 139 citations

    4

    h-index

  2. JS
    Joni Salminen

    Hamad bin Khalifa University, Qatar

    4 publications · 139 citations

    4

    h-index

  3. SJ
    Soon‐gyo Jung

    Hamad bin Khalifa University, Qatar

    4 publications · 139 citations

    4

    h-index

  4. SG
    Shion Guha

    Marquette University, United States

    2 publications · 55 citations

    3

    h-index

  5. CA
    C. Aragon

    University of Washington, United States

    2 publications · 205 citations

    3

    h-index

1–5 of 587

Institutions

282

  1. Georgia Institute of Technology

    Atlanta, United States

    9 h-index

    23 publications

    1.6K citations

  2. University of Washington

    Seattle, United States

    7 h-index

    13 publications

    1K citations

  3. University of Oxford

    Oxford, United Kingdom

    5 h-index

    5 publications

    394 citations

  4. Delft University of Technology

    Delft, The Netherlands

    5 h-index

    16 publications

    400 citations

  5. Microsoft (United States)

    Redmond, United States

    5 h-index

    6 publications

    641 citations

  6. The University of Texas at Austin

    Austin, United States

    4 h-index

    7 publications

    281 citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    6 publications

    439 citations

  8. Hamad bin Khalifa University

    Doha, Qatar

    4 h-index

    11 publications

    183 citations

1–8 of 282

Venues

  1. Proceedings of the ACM on Human-Computer Interaction

    PACMHCI · 4 publications · 332 citations

    4

    h-index

  2. arXiv (Cornell University)

    Repository · 4 publications · 104 citations

    4

    h-index

  3. 3

    h-index

  4. Cities

    2 publications · 40 citations

    2

    h-index

  5. SSRN Electronic Journal

    Repository · 2 publications · 52 citations

    2

    h-index

1–5