Package: nhscancerwaits Type: Package Title: NHS Cancer Waiting-Time Analysis, Benchmarking and Multilevel Modelling Version: 1.0.2 Authors@R: person( given = "Muhammad", family = "Zahir Khan", email = "zahirstat007@gmail.com", role = c("aut", "cre"), comment = c(ORCID = "0009-0005-7645-8960") ) Description: Provides tools for importing, harmonising, cleaning, analysing, benchmarking and visualising National Health Service (NHS) England Cancer Waiting Times data. The package supports national performance monitoring, provider-level benchmarking and cancer pathway comparisons through key performance indicator summaries, provider filtering, clustering analyses, mixed-effects regression models, variance decomposition, intraclass correlation coefficient estimation, adjusted provider performance estimation and sensitivity analyses. Functions are included for exploratory analysis, publication-ready visualisations and spreadsheet exports, supporting reproducible health services research, cancer services evaluation, quality improvement and assessment of waiting-time performance across healthcare organisations. Mixed-effects modelling functionality is based on Bates et al. (2015) . Multilevel modelling concepts and variance decomposition follow Gelman and Hill (2007, ISBN:9780521686891). Cancer Waiting Times definitions and reporting standards follow NHS England . License: MIT + file LICENSE Encoding: UTF-8 Language: en-GB RoxygenNote: 7.3.3 Depends: R (>= 4.2.0) Imports: dplyr, tidyr, readr, readxl, stringr, lubridate, rlang, ggplot2, scales, lme4, broom.mixed, performance, cluster, stats, writexl Suggests: testthat (>= 3.0.0), knitr, rmarkdown, quarto, covr VignetteBuilder: knitr Config/testthat/edition: 3 URL: https://github.com/zerish12/nhscancerwaits BugReports: https://github.com/zerish12/nhscancerwaits/issues NeedsCompilation: no Packaged: 2026-06-19 16:42:34 UTC; root Author: Muhammad Zahir Khan [aut, cre] (ORCID: ) Maintainer: Muhammad Zahir Khan Repository: https://cran.r-universe.dev Date/Publication: 2026-06-19 12:00:14 UTC RemoteUrl: https://github.com/cran/nhscancerwaits RemoteRef: HEAD RemoteSha: 77e0eb9da46334018e20ca100277afbddf7cdb50