{ "_id": "6adb82d7ad718eea59ecc090", "Package": "eq5dsuite", "Type": "Package", "Title": "Handling and Analysing 'EQ-5D' Data", "Version": "2.1.0", "Authors@R": "c(person(given = \"Kim\",\nfamily = \"Rand\",\nrole = c(\"aut\", \"cre\"),\nemail = \"krand@mathsinhealth.com\",\ncomment = c(ORCID = \"0000-0001-7692-4099\")),\nperson(given = \"Oliver\",\nfamily = \"Rivero-Arias\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0003-2233-6544\")),\nperson(given = \"Iryna\",\nfamily = \"Schlackow\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0002-4154-1431\")),\nperson(given = \"Anabel\",\nfamily = \"Estévez-Carrillo\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0001-8778-5055\")))", "Maintainer": "Kim Rand ", "Description": "The EQ-5D is a widely-used standardised instrument for\nmeasuring Health Related Quality Of Life (HRQOL), developed by\nthe EuroQol group . It assesses five\ndimensions; mobility, self-care, usual activities,\npain/discomfort, and anxiety/depression, using either a\nthree-level (EQ-5D-3L) or five-level (EQ-5D-5L) scale. Scores\nfrom these dimensions are commonly converted into a single\nutility index using country-specific value sets, which are\ncritical in clinical and economic evaluations of healthcare and\nin population health surveys. The eq5dsuite package enables\nusers to calculate utility index values for the EQ-5D\ninstruments, including crosswalk utilities using the original\ncrosswalk developed by van Hout et al. (2012)\n (mapping EQ-5D-5L responses to\nEQ-5D-3L index values), or the recently developed reverse\ncrosswalk by van Hout et al. (2021)\n (mapping EQ-5D-3L responses to\nEQ-5D-5L index values). Users are allowed to add and/or remove\nuser-defined value sets. Additionally, the package provides\ntools to analyse EQ-5D data according to the recommended\nguidelines outlined in \"Methods for Analyzing and Reporting\nEQ-5D data\" by Devlin et al. (2020)\n.", "URL": "https://github.com/MathsInHealth/eq5dsuite-r,\nhttps://github.com/MathsInHealth/eq5dsuite", "BugReports": "https://github.com/MathsInHealth/eq5dsuite-r/issues", "License": "GPL (>= 2)", "Encoding": "UTF-8", "LazyData": "true", "VignetteBuilder": "knitr", "Config/testthat/edition": "3", "Language": "en-GB", "Config/roxygen2/version": "8.1.0", "Config/pak/sysreqs": "libssl-dev", "Repository": "https://mathsinhealth.r-universe.dev", "Date/Publication": "2026-10-21 18:04:01 UTC", "RemoteUrl": "https://github.com/mathsinhealth/eq5dsuite-r", "RemoteRef": "HEAD", "RemoteSha": "aebe99192260ba2636fb924254e4e3d7a7024bba", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-23 15:44:22 UTC", "User": "root" }, "Author": "Kim Rand [aut, cre] (ORCID: ),\nOliver Rivero-Arias [aut] (ORCID:\n),\nIryna Schlackow [aut] (ORCID: ),\nAnabel Estévez-Carrillo [aut] (ORCID:\n)", "_user": "mathsinhealth", "_type": "src", "_file": "eq5dsuite_2.1.0.tar.gz", "_fileid": "https://r2.ropensci.org/3b49dafb186420c24aaf2c64b6059b6998141f3ca58e82169c9a0f1d2af0b10e", "_filesize": 2584908, "_sha256": "3b49dafb186420c24aaf2c64b6059b6998141f3ca58e82169c9a0f1d2af0b10e", "_expires": "2027-01-31T15:52:52.000Z", "_created": "2026-10-23T15:44:22.000Z", "_published": "2026-10-23T15:52:55.583Z", "_upstream": "https://github.com/mathsinhealth/eq5dsuite-r", "_status": "success", "_maintainer": { "name": "Kim Rand", "email": "krand@mathsinhealth.com", "login": "mih-old", "twitter": "@mathsinhealth", "description": "", "uuid": 105795282, "orcid": "0000-0001-7692-4099" }, "_jobs": [ { "job": 120507684064, "time": 181, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12512654118" }, { "job": 120507683939, "time": 456, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12513982359" }, { "job": 120507684153, "time": 120, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "12512394268" }, { "job": 120507683965, "time": 129, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "12513821213" }, { "job": 120505400739, "time": 276, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "12513242484" }, { "job": 120507684077, "time": 292, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "12512354897" }, { "job": 120507683996, "time": 308, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12513098211" }, { "job": 120507683934, "time": 115, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "12512783746" }, { "job": 120507683893, "time": 113, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12512853370" } ], "_buildurl": "https://github.com/r-universe/mathsinhealth/actions/runs/39980213391", "_commit": { "id": "aebe99192260ba2636fb924254e4e3d7a7024bba", "author": "Anabel Estévez-Carrillo ", "committer": "Anabel Estévez-Carrillo ", "message": "eq5dsuite v2.1.0\n", "time": 1792605841 }, "_distro": "resolute", "_host": "GitHub-Actions", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "curl", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "moments", "role": "Imports" }, { "package": "RColorBrewer", "role": "Imports" }, { "package": "rlang", "role": "Imports" }, { "package": "scales", "role": "Imports" }, { "package": "rappdirs", "role": "Imports" }, { "package": "shiny", "role": "Suggests" }, { "package": "DT", "role": "Suggests" }, { "package": "bslib", "role": "Suggests" }, { "package": "readxl", "role": "Suggests" }, { "package": "spelling", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "withr", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "writexl", "role": "Suggests" }, { "package": "zip", "role": "Suggests" } ], "_owner": "mathsinhealth", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-43", "n": 1 }, { "week": "2026-13", "n": 5 }, { "week": "2026-17", "n": 2 }, { "week": "2026-18", "n": 3 }, { "week": "2026-20", "n": 2 }, { "week": "2026-40", "n": 2 }, { "week": "2026-41", "n": 1 }, { "week": "2026-43", "n": 5 } ], "_tags": [], "_stars": 0, "_contributors": [ { "user": "aestevezcarrillo", "count": 28, "uuid": 124775141 }, { "user": "intelligentaccident", "count": 7, "uuid": 22443124 }, { "user": "ischlackow", "count": 3, "uuid": 52787042 }, { "user": "mih-old", "count": 2, "uuid": 105795282 } ], "_userbio": { "uuid": 275019313, "type": "organization", "name": "Maths in Health", "followers": 2, "description": "Maths in Health is a quants-oriented consultancy" }, "_downloads": { "count": 423, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/eq5dsuite" }, "_devurl": "https://github.com/mathsinhealth/eq5dsuite-r", "_searchresults": 18, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/eq5dsuite.html", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md" ], "_homeurl": "https://github.com/mathsinhealth/eq5dsuite-r", "_realowner": "mathsinhealth", "_cranurl": true, "_releases": [ { "version": "1.0.0", "date": "2024-05-21" }, { "version": "1.0.1", "date": "2025-06-24" }, { "version": "1.0.2", "date": "2026-03-24" }, { "version": "1.0.3", "date": "2026-04-11" }, { "version": "2.0.0", "date": "2026-05-14" }, { "version": "2.1.0", "date": "2026-10-22" } ], "_exports": [ "eq5d", "eq5d_profile_better_dimensions_by_group_plot", "eq5d_profile_change_summary", "eq5d_profile_density_curve", "eq5d_profile_dimension_change_table", "eq5d_profile_health_profile_grid", "eq5d_profile_level_summary", "eq5d_profile_level_summary_by_group", "eq5d_profile_lfs_distribution", "eq5d_profile_lfs_mean_utility", "eq5d_profile_lfs_utility_plot", "eq5d_profile_lfs_utility_summary", "eq5d_profile_lss_utility_plot", "eq5d_profile_lss_utility_summary", "eq5d_profile_mixed_dimensions_by_group_plot", "eq5d_profile_pchc_by_group_plot", "eq5d_profile_pchc_table", "eq5d_profile_pchc_with_no_problems_table", "eq5d_profile_shannon", "eq5d_profile_top_states", "eq5d_profile_worse_dimensions_by_group_plot", "eq5d_utility_by_group_plot", "eq5d_utility_change_by_group_plot", "eq5d_utility_distribution_plot", "eq5d_utility_norms_comparison", "eq5d_utility_over_time_plot", "eq5d_utility_summary", "eq5d_utility_summary_by_group", "eq5d_utility_vas_scatter_plot", "eq5d_vas_distribution_table", "eq5d_vas_grouped_distribution_plot", "eq5d_vas_histogram", "eq5d_vas_summary", "eq5d3l", "eq5d5l", "eq5dy3l", "eqvs_add", "eqvs_display", "eqvs_drop", "eqvs_load", "eqxw", "eqxw_UK", "eqxwr", "eqxwr_UK", "make_all_EQ_indexes", "make_all_EQ_states", "make_dummies", "run_app", "toEQ5Ddims", "toEQ5Dindex", "update_value_sets" ], "_datasets": [ { "name": "example_data", "title": "example_data", "object": "example_data", "class": [ "data.frame" ], "fields": [ "id", "time", "mo", "sc", "ua", "pd", "ad", "vas", "procedure", "year", "ageband", "gender" ], "rows": 10000, "table": true, "tojson": true } ], "_help": [ { "page": "eq5dsuite-package", "title": "eq5dsuite: Standardised Tools for EQ-5D Analysis", "topics": [ "eq5dsuite-package", "eq5dsuite" ] }, { "page": "dot-EQxwrprob", "title": ".EQxwrprob", "topics": [ ".EQxwrprob" ] }, { "page": "dot-freqtab", "title": "Helper function for frequency of levels by dimensions tables", "topics": [ ".freqtab" ] }, { "page": "dot-pstate3t5", "title": ".pstate3t5", "topics": [ ".pstate3t5" ] }, { "page": "dot-pstate5t3", "title": ".pstate5t3", "topics": [ ".pstate5t3" ] }, { "page": "eq5d", "title": "eq5d", "topics": [ "eq5d" ] }, { "page": "eq5d_profile_better_dimensions_by_group_plot", "title": "eq5d_profile_better_dimensions_by_group_plot: Percentage of Respondents Who Improved in Each EQ-5D Dimension, by Group This function calculates how many respondents improved in each dimension between two time points and summarizes the results for each group. It then produces a dimension-focused chart illustrating improvement percentages by dimension.", "topics": [ "eq5d_profile_better_dimensions_by_group_plot" ] }, { "page": "eq5d_profile_change_summary", "title": "eq5d_profile_change_summary: Frequency of levels by dimensions, by follow-up", "topics": [ "eq5d_profile_change_summary" ] }, { "page": "eq5d_profile_density_curve", "title": "eq5d_profile_density_curve: Generate a Health State Density Curve (HSDC) for EQ-5D Data", "topics": [ "eq5d_profile_density_curve" ] }, { "page": "eq5d_profile_dimension_change_table", "title": "eq5d_profile_dimension_change_table: Changes in levels in each dimension, percentages of total and of type of change", "topics": [ "eq5d_profile_dimension_change_table" ] }, { "page": "eq5d_profile_health_profile_grid", "title": "eq5d_profile_health_profile_grid: Health Profile Grid (HPG) for Two Time Points", "topics": [ "eq5d_profile_health_profile_grid" ] }, { "page": "eq5d_profile_level_summary", "title": "eq5d_profile_level_summary: Frequency of levels by dimensions, cross-sectional", "topics": [ "eq5d_profile_level_summary" ] }, { "page": "eq5d_profile_level_summary_by_group", "title": "eq5d_profile_level_summary_by_group: Frequency of levels by dimensions, separated by category", "topics": [ "eq5d_profile_level_summary_by_group" ] }, { "page": "eq5d_profile_lfs_distribution", "title": "eq5d_profile_lfs_distribution: Distribution of the EQ-5D states by LFS (Level Frequency Score)", "topics": [ "eq5d_profile_lfs_distribution" ] }, { "page": "eq5d_profile_lfs_mean_utility", "title": "eq5d_profile_lfs_mean_utility: Number of observations in the LFS (Level Frequency Score) according to the EQ-5D values", "topics": [ "eq5d_profile_lfs_mean_utility" ] }, { "page": "eq5d_profile_lfs_utility_plot", "title": "eq5d_profile_lfs_utility_plot: EQ-5D values plotted against LFS", "topics": [ "eq5d_profile_lfs_utility_plot" ] }, { "page": "eq5d_profile_lfs_utility_summary", "title": "eq5d_profile_lfs_utility_summary: Summary statistics of EQ-5D values by LFS (Level Frequency Score)", "topics": [ "eq5d_profile_lfs_utility_summary" ] }, { "page": "eq5d_profile_lss_utility_plot", "title": "eq5d_profile_lss_utility_plot: EQ-5D values plotted against LSS", "topics": [ "eq5d_profile_lss_utility_plot" ] }, { "page": "eq5d_profile_lss_utility_summary", "title": "eq5d_profile_lss_utility_summary: Summary statistics for the EQ-5D values by all the different LSSs (Level Sum Scores)", "topics": [ "eq5d_profile_lss_utility_summary" ] }, { "page": "eq5d_profile_mixed_dimensions_by_group_plot", "title": "eq5d_profile_mixed_dimensions_by_group_plot: Percentage of Respondents Who Had a Mixed Change Overall, by Dimension Improved or Worsened, Grouped by Procedure (or Other Grouping)", "topics": [ "eq5d_profile_mixed_dimensions_by_group_plot" ] }, { "page": "eq5d_profile_pchc_by_group_plot", "title": "eq5d_profile_pchc_by_group_plot: Paretian Classification of Health Change (PCHC) by Group This function computes PCHC categories between two time points for each subject, stratifies them by a grouping variable, and produces a single bar chart with side-by-side bars showing the distribution of PCHC categories.", "topics": [ "eq5d_profile_pchc_by_group_plot" ] }, { "page": "eq5d_profile_pchc_table", "title": "eq5d_profile_pchc_table: Changes in health according to the PCHC (Paretian Classification of Health Change)", "topics": [ "eq5d_profile_pchc_table" ] }, { "page": "eq5d_profile_pchc_with_no_problems_table", "title": "eq5d_profile_pchc_with_no_problems_table: Changes in health according to the PCHC, taking account of those with no problems", "topics": [ "eq5d_profile_pchc_with_no_problems_table" ] }, { "page": "eq5d_profile_shannon", "title": "eq5d_profile_shannon: Shannon's informativity indices", "topics": [ "eq5d_profile_shannon" ] }, { "page": "eq5d_profile_top_states", "title": "eq5d_profile_top_states: Prevalence of the 10 most frequently observed self-reported health states", "topics": [ "eq5d_profile_top_states" ] }, { "page": "eq5d_profile_worse_dimensions_by_group_plot", "title": "This function identifies respondents with a \"Worsen\" PCHC state (i.e., overall health state got worse between levels_fu[1] and levels_fu[2]), checks dimension-specific changes (e.g., mo_diff < 0), and summarizes by a grouping variable (e.g., procedure) and time points. It returns a data table and a ggplot object.", "topics": [ "eq5d_profile_worse_dimensions_by_group_plot" ] }, { "page": "eq5d_utility_by_group_plot", "title": "eq5d_utility_by_group_plot: Mean EQ-5D values and 95% confidence intervals: all vs by groupvar", "topics": [ "eq5d_utility_by_group_plot" ] }, { "page": "eq5d_utility_change_by_group_plot", "title": "eq5d_utility_change_by_group_plot: EQ-5D values: smoothed lines and confidence intervals by groupvar", "topics": [ "eq5d_utility_change_by_group_plot" ] }, { "page": "eq5d_utility_distribution_plot", "title": "eq5d_utility_distribution_plot: EQ-5D values: smoothed lines and confidence intervals by groupvar", "topics": [ "eq5d_utility_distribution_plot" ] }, { "page": "eq5d_utility_norms_comparison", "title": "eq5d_utility_norms_comparison:EQ-5D values: by age and groupvar", "topics": [ "eq5d_utility_norms_comparison" ] }, { "page": "eq5d_utility_over_time_plot", "title": "eq5d_utility_over_time_plot: EQ-5D values by timepoints: mean values and 95% confidence intervals", "topics": [ "eq5d_utility_over_time_plot" ] }, { "page": "eq5d_utility_summary", "title": "eq5d_utility_summary: EQ-5D values: by timepoints", "topics": [ "eq5d_utility_summary" ] }, { "page": "eq5d_utility_summary_by_group", "title": "eq5d_utility_summary_by_group:EQ-5D values: by groupvar", "topics": [ "eq5d_utility_summary_by_group" ] }, { "page": "eq5d_utility_vas_scatter_plot", "title": "eq5d_utility_vas_scatter_plot: EQ-5D values: smoothed lines and confidence intervals by groupvar", "topics": [ "eq5d_utility_vas_scatter_plot" ] }, { "page": "eq5d_vas_distribution_table", "title": "eq5d_vas_distribution_table: EQ VAS Scores frequency of mid-points", "topics": [ "eq5d_vas_distribution_table" ] }, { "page": "eq5d_vas_grouped_distribution_plot", "title": "eq5d_vas_grouped_distribution_plot: Mid-point EQ VAS scores", "topics": [ "eq5d_vas_grouped_distribution_plot" ] }, { "page": "eq5d_vas_histogram", "title": "eq5d_vas_histogram: EQ VAS scores", "topics": [ "eq5d_vas_histogram" ] }, { "page": "eq5d_vas_summary", "title": "eq5d_vas_summary: EQ VAS Score by timepoints", "topics": [ "eq5d_vas_summary" ] }, { "page": "eq5d3l", "title": "eq5d3l", "topics": [ "eq5d3l" ] }, { "page": "eq5d5l", "title": "eq5d5l", "topics": [ "eq5d5l" ] }, { "page": "eq5dy3l", "title": "eq5dy3l", "topics": [ "eq5dy3l" ] }, { "page": "eqvs_add", "title": "eqvs_add", "topics": [ "eqvs_add" ] }, { "page": "eqvs_display", "title": "eqvs_display", "topics": [ "eqvs_display" ] }, { "page": "eqvs_drop", "title": "eqvs_drop", "topics": [ "eqvs_drop" ] }, { "page": "eqvs_load", "title": "eqvs_load", "topics": [ "eqvs_load" ] }, { "page": "eqxw", "title": "eqxw", "topics": [ "eqxw" ] }, { "page": "eqxw_UK", "title": "eqxw_UK", "topics": [ "eqxw_UK" ] }, { "page": "eqxwr", "title": "eqxwr", "topics": [ "eqxwr" ] }, { "page": "eqxwr_UK", "title": "eqxwr_UK", "topics": [ "eqxwr_UK" ] }, { "page": "example_data", "title": "example_data", "topics": [ "example_data" ] }, { "page": "make_all_EQ_indexes", "title": "make_all_EQ_indexes", "topics": [ "make_all_EQ_indexes" ] }, { "page": "make_all_EQ_states", "title": "make_all_EQ_states", "topics": [ "make_all_EQ_states" ] }, { "page": "make_dummies", "title": "EQ_dummies", "topics": [ "make_dummies" ] }, { "page": "run_app", "title": "Launch the eq5dsuite Shiny Application", "topics": [ "run_app" ] }, { "page": "toEQ5Ddims", "title": "toEQ5Ddims", "topics": [ "toEQ5Ddims" ] }, { "page": "toEQ5Dindex", "title": "Convert EQ-5D dimension scores to a five-digit profile index", "topics": [ "toEQ5Dindex" ] }, { "page": "update_value_sets", "title": "Update eq5dsuite value sets", "topics": [ "update_value_sets" ] } ], "_readme": "https://github.com/mathsinhealth/eq5dsuite-r/raw/HEAD/README.md", "_rundeps": [ "cli", "cpp11", "curl", "farver", "ggplot2", "glue", "gtable", "isoband", "labeling", "lifecycle", "moments", "R6", "rappdirs", "RColorBrewer", "rlang", "S7", "scales", "vctrs", "viridisLite", "withr" ], "_vignettes": [ { "source": "analysing-eq5d-data.Rmd", "filename": "analysing-eq5d-data.html", "title": "Analysing EQ-5D data", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Worked example 1: Hip replacement outcomes", "Data preparation", "Pre-operative profile distribution", "Most common health states", "Informativity: Shannon's indices", "Change between time points: PCHC", "Dimensions driving improvement", "EQ-5D value summary", "EQ VAS summary", "Worked example 2: Comparing two procedures", "Profile comparison by group", "EQ-5D value comparison", "LSS analysis by group", "Further reading", "References" ], "created": "2026-04-22 10:56:19", "modified": "2026-10-02 00:10:29", "commits": 2 }, { "source": "crosswalk-methods.Rmd", "filename": "crosswalk-methods.html", "title": "Crosswalk methods", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "When to use crosswalk methods", "The current NICE position", "Original crosswalk: eqxw()", "Reverse crosswalk: 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