Concepedia

Automated Coding Systems

Automated Coding Systems is a methodological framework in data coding that employs algorithmic and machine-learning techniques to systematically categorize and annotate data without continuous human intervention, distinguishing it from manual or semi-automated approaches by its reliance on computational autonomy for scalable and consistent code application.

59

Publications

2.3K

Citations

207

Authors

92

Institutions

Publications per year

2017–2026

30

Parents

Publications

59

Self-reflection and academic performance: is there a relationship?

Magdeleine Lew, Henk G. Schmidt · Advances in Health Sciences Education · 2011 · 240 citations · Full text

, , +14

Political Science: KEDS—A Program for the Machine Coding of Event Data

Philip A. Schrodt, Shannon Davis, Judith L. Weddle · Social Science Computer Review · 1994 · 158 citations

, , +14

Precedents, Progress, and Prospects in Political Event Data

Philip A. Schrodt · International Interactions · 2012 · 128 citations

, , +17

A Comparison of Natural Language Processing Methods for Automated Coding of Motivational Interviewing

Michael Tanana, Kevin A. Hallgren, Zac E. Imel et al. · Journal of Substance Abuse Treatment · 2016 · 127 citations

, , +16

Large Language Models Are Poor Medical Coders — Benchmarking of Medical Code Querying

Ali Soroush, Benjamin S. Glicksberg, Eyal Zimlichman et al. · NEJM AI · 2024 · 122 citations · Full text

, , +17

1–5 of 59

Authors

207

  1. PA
    Philip A. Schrodt

    University of Kansas, United States

    5 publications · 378 citations

    5

    h-index

  2. KF
    Ken Fujiwara

    Jichi Medical University, Japan

    2 publications · 62 citations

    2

    h-index

  3. JA
    Jeewani Anupama Ginige

    Western Sydney University, Australia

    2 publications · 65 citations

    2

    h-index

  4. CD
    Christopher D. Otmar

    University of California, Santa Barbara, United States

    2 publications · 62 citations

    2

    h-index

  5. CG
    Cees G. M. Snoek

    University of Amsterdam, Netherlands

    2 publications · 34 citations

    2

    h-index

1–5 of 207

Institutions

92

  1. Pennsylvania State University

    State College, United States

    5 h-index

    10 publications

    327 citations

  2. University of Amsterdam

    Amsterdam, The Netherlands

    3 h-index

    8 publications

    170 citations

  3. Virginia Tech

    Blacksburg, United States

    2 h-index

    3 publications

    71 citations

  4. Netherlands Institute for the Study of Crime and Law Enforcement

    Amsterdam, The Netherlands

    2 h-index

    11 publications

    193 citations

  5. Princeton University

    Princeton, United States

    2 h-index

    4 publications

    81 citations

  6. University of California, Santa Barbara

    Santa Barbara, United States

    2 h-index

    8 publications

    256 citations

  7. Tel Aviv University

    Tel Aviv, Israel

    2 h-index

    6 publications

    426 citations

  8. University of Kansas

    Lawrence, United States

    2 h-index

    2 publications

    82 citations

1–8 of 92

Venues

  1. PLoS ONE

    3 publications · 59 citations

    3

    h-index

  2. International Interactions

    2 publications · 138 citations

    2

    h-index

  3. Social Science Computer Review

    SSCR · 2 publications · 170 citations

    2

    h-index

  4. The Annals of Occupational Hygiene

    1 publications · 35 citations

    1

    h-index

  5. Journal of Biomedical Informatics

    1 publications · 22 citations

    1

    h-index

1–5