{
  "_id": "6aafa6f63d719c1f8408045e",
  "Package": "decisionpaths",
  "Title": "Construct and Audit Longitudinal Decision Paths",
  "Version": "0.1.0",
  "Authors@R": "person(\ngiven   = \"Subir\",\nfamily  = \"Hait\",\nrole    = c(\"aut\", \"cre\"),\nemail   = \"haitsubi@msu.edu\",\ncomment = c(ORCID = \"0009-0004-9871-9677\")\n)",
  "Description": "Tools for constructing and auditing longitudinal decision\npaths from panel data. Implements a decision infrastructure\nframework for representing institutional AI systems as\ngenerators of time-ordered binary decision sequences. Provides\nfunctions to build path objects from panel data, summarise\nper-unit descriptors (dosage, switching rate, onset, duration,\nlongest run), compute the Decision Reliability Index (DRI)\nfollowing Cronbach (1951) <doi:10.1007/BF02310555>, estimate\nShannon decision-path entropy following Shannon (1948)\n<doi:10.1002/j.1538-7305.1948.tb01338.x>, classify systems by\ninfrastructure type (static, periodic, continuous,\nhuman-in-the-loop), and evaluate subgroup disparities in\ndecision exposure and stability. Applications include\neducation, policy, health, and organisational research.",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.3.3",
  "Config/testthat/edition": "3",
  "URL": "https://github.com/causalfragility-lab/decisionpaths",
  "BugReports": "https://github.com/causalfragility-lab/decisionpaths/issues",
  "Repository": "https://subirhait.r-universe.dev",
  "Date/Publication": "2026-03-14 15:39:13 UTC",
  "RemoteUrl": "https://github.com/subirhait/decisionpaths",
  "RemoteRef": "HEAD",
  "RemoteSha": "51c7dd46074496fe23ece2d290972004946b1f77",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-09-20 09:22:47 UTC",
    "User": "root"
  },
  "Author": "Subir Hait [aut, cre] (ORCID: <https://orcid.org/0009-0004-9871-9677>)",
  "Maintainer": "Subir Hait <haitsubi@msu.edu>",
  "_user": "subirhait",
  "_type": "src",
  "_file": "decisionpaths_0.1.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/bf3d47f728a0beea64bc31a356b95f1a990dedf74473d9ba6a67436d0dda6ba7",
  "_filesize": 138049,
  "_sha256": "bf3d47f728a0beea64bc31a356b95f1a990dedf74473d9ba6a67436d0dda6ba7",
  "_expires": "2026-12-29T09:27:17.000Z",
  "_created": "2026-09-20T09:22:47.000Z",
  "_published": "2026-09-20T09:27:18.885Z",
  "_jobs": [
    {
      "job": 106055720530,
      "time": 133,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10601879745"
    },
    {
      "job": 106055720501,
      "time": 131,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10602119225"
    },
    {
      "job": 106055720519,
      "time": 112,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "10602423817"
    },
    {
      "job": 106055720506,
      "time": 122,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10602264197"
    },
    {
      "job": 106055190511,
      "time": 243,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10602533337"
    },
    {
      "job": 106055720549,
      "time": 109,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "10602328896"
    },
    {
      "job": 106055720670,
      "time": 72,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10602024388"
    },
    {
      "job": 106055720508,
      "time": 57,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "10602139083"
    },
    {
      "job": 106055720507,
      "time": 81,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10602338800"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/subirhait/actions/runs/35501948228",
  "_status": "success",
  "_upstream": "https://github.com/subirhait/decisionpaths",
  "_commit": {
    "id": "51c7dd46074496fe23ece2d290972004946b1f77",
    "author": "causalfragility-lab <264290991+causalfragility-lab@users.noreply.github.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Update paper.md",
    "time": 1773502753
  },
  "_maintainer": {
    "name": "Subir Hait",
    "email": "haitsubi@msu.edu",
    "login": "subirhait",
    "linkedin": "in/subirhait",
    "description": "PhD Candidate in Measurement & Quantitative Methods at Michigan State University | Causal inference, sensitivity analysis, and statistical software",
    "uuid": 264290991,
    "orcid": "0009-0004-9871-9677"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.1.0",
      "role": "Depends"
    },
    {
      "package": "cli",
      "version": ">= 3.0.0",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "version": ">= 1.0.0",
      "role": "Imports"
    },
    {
      "package": "magrittr",
      "version": ">= 2.0.0",
      "role": "Imports"
    },
    {
      "package": "rlang",
      "version": ">= 0.4.0",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "tibble",
      "version": ">= 3.0.0",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "version": ">= 3.3.0",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "patchwork",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    },
    {
      "package": "tidyr",
      "version": ">= 1.1.0",
      "role": "Suggests"
    }
  ],
  "_owner": "subirhait",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-10",
      "n": 2
    },
    {
      "week": "2026-11",
      "n": 22
    }
  ],
  "_tags": [
    {
      "name": "V0.1.0",
      "date": "2026-03-09"
    },
    {
      "name": "v0.1.1",
      "date": "2026-03-09"
    }
  ],
  "_stars": 1,
  "_contributors": [
    {
      "user": "subirhait",
      "count": 25,
      "uuid": 264290991
    }
  ],
  "_userbio": {
    "uuid": 264290991,
    "type": "user",
    "name": "Subir Hait",
    "followers": 4,
    "description": "PhD Candidate in Measurement & Quantitative Methods at Michigan State University | Causal inference, sensitivity analysis, and statistical software"
  },
  "_downloads": {
    "count": 334,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/decisionpaths"
  },
  "_devurl": "https://github.com/causalfragility-lab/decisionpaths",
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/decisionpaths.html",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "LICENSE"
  ],
  "_homeurl": "https://github.com/subirhait/decisionpaths",
  "_realowner": "subirhait",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2026-03-12"
    }
  ],
  "_exports": [
    "dp_audit",
    "dp_build",
    "dp_describe",
    "dp_dri",
    "dp_entropy",
    "dp_equity"
  ],
  "_help": [
    {
      "page": "dp_audit",
      "title": "Run a Decision Path Audit",
      "topics": [
        "dp_audit"
      ]
    },
    {
      "page": "dp_build",
      "title": "Build a Decision-Path Object from Panel Data",
      "topics": [
        "dp_build"
      ]
    },
    {
      "page": "dp_describe",
      "title": "Describe Decision Paths",
      "topics": [
        "dp_describe"
      ]
    },
    {
      "page": "dp_dri",
      "title": "Compute the Decision Reliability Index (DRI)",
      "topics": [
        "dp_dri"
      ]
    },
    {
      "page": "dp_entropy",
      "title": "Compute Decision Path Entropy",
      "topics": [
        "dp_entropy"
      ]
    },
    {
      "page": "dp_equity",
      "title": "Compare path descriptors across groups",
      "topics": [
        "dp_equity"
      ]
    },
    {
      "page": "plot.decision_path",
      "title": "Plot a decision_path object",
      "topics": [
        "plot.decision_path"
      ]
    },
    {
      "page": "plot.dp_audit",
      "title": "Plot a dp_audit object",
      "topics": [
        "plot.dp_audit"
      ]
    },
    {
      "page": "plot.dp_describe",
      "title": "Plot a dp_describe object",
      "topics": [
        "plot.dp_describe"
      ]
    },
    {
      "page": "plot.dp_dri",
      "title": "Plot a dp_dri object",
      "topics": [
        "plot.dp_dri"
      ]
    },
    {
      "page": "plot.dp_entropy",
      "title": "Plot a dp_entropy object",
      "topics": [
        "plot.dp_entropy"
      ]
    },
    {
      "page": "plot.dp_equity",
      "title": "Plot a dp_equity object",
      "topics": [
        "plot.dp_equity"
      ]
    }
  ],
  "_readme": "https://github.com/subirhait/decisionpaths/raw/HEAD/README.md",
  "_rundeps": [
    "cli",
    "dplyr",
    "generics",
    "glue",
    "lifecycle",
    "magrittr",
    "pillar",
    "pkgconfig",
    "R6",
    "rlang",
    "tibble",
    "tidyselect",
    "utf8",
    "vctrs",
    "withr"
  ],
  "_score": 3,
  "_indexed": true,
  "_nocasepkg": "decisionpaths",
  "_universes": [
    "subirhait",
    "causalfragility-lab"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-09-20T09:25:02.000Z",
      "distro": "resolute",
      "commit": "51c7dd46074496fe23ece2d290972004946b1f77",
      "fileid": "https://r2.ropensci.org/a291493bcf38c1af4a03125a09469ff85acc7b3b1a644c7270d4ffc9abffe555",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/subirhait/actions/runs/35501948228"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-09-20T09:24:59.000Z",
      "distro": "resolute",
      "commit": "51c7dd46074496fe23ece2d290972004946b1f77",
      "fileid": "https://r2.ropensci.org/09daabb2541fe2a7b75a40e0c81fc55f6123efbc6b08360800197a4b15d26937",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/subirhait/actions/runs/35501948228"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.0",
      "date": "2026-09-20T09:26:18.000Z",
      "commit": "51c7dd46074496fe23ece2d290972004946b1f77",
      "fileid": "https://r2.ropensci.org/2251423e3289b1c0310c5391e39a308614a8986f28fb439d1cdf039d5f1369f7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/subirhait/actions/runs/35501948228"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.1.0",
      "date": "2026-09-20T09:26:37.000Z",
      "commit": "51c7dd46074496fe23ece2d290972004946b1f77",
      "fileid": "https://r2.ropensci.org/8bb5f910591f76439ebfc3c3eae73094455d3e66adc208058c76ea8688752922",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/subirhait/actions/runs/35501948228"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.0",
      "date": "2026-09-20T09:24:51.000Z",
      "commit": "51c7dd46074496fe23ece2d290972004946b1f77",
      "fileid": "https://r2.ropensci.org/52e2056856ee032d3056abbb14c7d11a91e9e38592ee195cfe362c4b9fd81e9f",
      "status": "success",
      "buildurl": "https://github.com/r-universe/subirhait/actions/runs/35501948228"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-09-20T09:23:56.000Z",
      "commit": "51c7dd46074496fe23ece2d290972004946b1f77",
      "fileid": "https://r2.ropensci.org/f7e6d709a3e12cc1f9bc44efe14057c11957ef4b45babb7197eac14d4fc659bb",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/subirhait/actions/runs/35501948228"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-09-20T09:23:42.000Z",
      "commit": "51c7dd46074496fe23ece2d290972004946b1f77",
      "fileid": "https://r2.ropensci.org/c7138d7f6288531182682d5ed32d0d8aecb455465793c50420a0e3702220abd7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/subirhait/actions/runs/35501948228"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-09-20T09:23:56.000Z",
      "commit": "51c7dd46074496fe23ece2d290972004946b1f77",
      "fileid": "https://r2.ropensci.org/213273b109b38481591e6fe022ef04c3b992b5eda450900201116b984974e530",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/subirhait/actions/runs/35501948228"
    }
  ]
}