PRESPECIFIED RESEARCH PROTOCOL Application of Isomorphic Triangulation to the Study of Algorithmic Bias in Recidivism Risk Assessments: The COMPAS Case

Frozen research protocol (pre-registration) for the empirical evaluation of Isomorphic Triangulation (IT) applied to the COMPAS algorithmic bias case (ProPublica/Northpointe/Chouldechova). Defines the immutable experimental setup: independent units of analysis ($S_1, S_2, S_3$), the operational V/R/C/T/F model, the rupture test, the exploratory Isomorphic Correspondence Index ($ICI \\pm U$), and explicit falsification criteria prior to corpus coding

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-14
DOI
https://doi.org/10.5281/zenodo.22758063
Primary Topic
Deception detection and forensic psychology
Type
preprint
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preprint

PRESPECIFIED RESEARCH PROTOCOL Application of Isomorphic Triangulation to the Study of Algorithmic Bias in Recidivism Risk Assessments: The COMPAS Case

Cristhian Mauricio Beltrán Calderón
Zenodo (CERN European Organization for Nuclear Research)
Deception detection and forensic psychology
preprint

PRESPECIFIED RESEARCH PROTOCOL Application of Isomorphic Triangulation to the Study of Algorithmic Bias in Recidivism Risk Assessments: The COMPAS Case

Cristhian Mauricio Beltrán Calderón
preprint en

Abstract

Frozen research protocol (pre-registration) for the empirical evaluation of Isomorphic Triangulation (IT) applied to the COMPAS algorithmic bias case (ProPublica/Northpointe/Chouldechova). Defines the immutable experimental setup: independent units of analysis ($S_1, S_2, S_3$), the operational V/R/C/T/F model, the rupture test, the exploratory Isomorphic Correspondence Index ($ICI \pm U$), and explicit falsification criteria prior to corpus coding

Zenodo (CERN European Organization for Nuclear Research)
Deception detection and forensic psychology
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