{
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  "Package": "ResponseScan",
  "Type": "Package",
  "Title": "Quick Screening of Response Patterns in Test and Survey Items",
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  "Authors@R": "person(\"Jose\", \"Ventura-Leon\",\nemail = \"jventuraleon@gmail.com\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0003-2996-4244\"))",
  "Description": "One call screens the item responses of a test or\nquestionnaire for patterns that deserve a closer look before\nmodelling: flat or long-string responding, low intra-individual\nvariability, multivariate outliers, incoherent psychometric\nsynonyms or even-odd halves, overuse of the midpoint or of the\nextremes, duplicated response vectors and identical patterns\nthat arrive in series of consecutive submissions. Indices\nfollow Curran (2016) <doi:10.1016/j.jesp.2015.07.006>; person\nfit in item response theory (the standardized log-likelihood)\nis optional, and cut-offs can be taken from a reference group.\nResults are returned per person, with flags, frequency tables\nof response patterns and plots. Whole batches of data (a second\ncollection phase, one classroom) can be compared with a\nreference group: the item correlation structure, with\npermutation tests that leave out flat responders and match the\nresponse level, and the Jennrich (1970)\n<doi:10.1080/01621459.1970.10481133> test; the similarity of\nconsecutive rows; and near-duplicate respondents. Flagged\nrespondents can be removed in one step and the same\nconfirmatory or exploratory factor model can be refitted with\nand without them.",
  "License": "GPL (>= 3)",
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    "Date": "2026-11-08 20:44:23 UTC",
    "User": "root"
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  "Author": "Jose Ventura-Leon [aut, cre] (ORCID:\n<https://orcid.org/0000-0003-2996-4244>)",
  "Maintainer": "Jose Ventura-Leon <jventuraleon@gmail.com>",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2026-11-08 19:50:40 UTC",
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  "_created": "2026-11-08T20:44:23.000Z",
  "_published": "2026-11-08T20:47:30.901Z",
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    "exclude_responses",
    "neighbor_test",
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  "_datasets": [
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      "title": "Simulated two-phase survey with a hand-filled block",
      "object": "batch_sim",
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      "page": "batch_comparison-methods",
      "title": "Print and plot a batch comparison",
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      ]
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      "title": "Simulated two-phase survey with a hand-filled block",
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      "title": "Remove flagged respondents or response patterns from the data",
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