<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Detecting, Decomposing, and Stress-Testing Temporal Change in
Repeated Decision Systems</dc:title>
  <dc:title>R package DecisionDrift version 0.1.0</dc:title>
  <dc:description>Tools for detecting, decomposing, and stress-testing temporal drift
    in repeated binary decision systems. Complements the 'decisionpaths' package by
    shifting focus from path construction to system-level change over time. Implements
    five core analytic modules: (1) prevalence drift — did the overall decision rate
    change over time?; (2) transition drift — did the probability of switching or
    persisting change?; (3) entropy and stability trends — did path complexity evolve?;
    (4) group-differential drift — did the system drift differently across subgroups?;
    (5) change-point and regime-shift detection — did the system change abruptly after
    a policy or model update? Additionally provides a robustness module for testing
    stability of drift conclusions across analytic choices, and a sensitivity module
    for probing vulnerability to data problems including missingness, miscoding, and
    threshold shifts. Defines four original drift indices: the Decision Drift Index
    (DDI), Transition Drift Index (TDI), Group Differential Drift (GDD), and
    Cumulative Drift Burden (CDB). Applications include algorithmic audit, AI
    governance, education, health, and organisational research.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.1.0)</dc:relation>
  <dc:relation>Imports: cli (&gt;= 3.0.0), rlang (&gt;= 0.4.0), stats, tibble (&gt;= 3.0.0)</dc:relation>
  <dc:relation>Suggests: decisionpaths, ggplot2 (&gt;= 3.3.0), knitr, patchwork,
rmarkdown, testthat (&gt;= 3.0.0)</dc:relation>
  <dc:creator>Subir Hait &lt;haitsubi@msu.edu&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Subir Hait [aut, cre] (ORCID: &lt;https://orcid.org/0009-0004-9871-9677&gt;)</dc:contributor>
  <dc:rights>MIT + file LICENSE (https://CRAN.R-project.org/package=DecisionDrift/LICENSE)</dc:rights>
  <dc:date>2026-04-16</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=DecisionDrift</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.DecisionDrift</dc:identifier>
  <dc:language>en-GB</dc:language>
</oai_dc:dc>
