--- title: "Getting started with pcatR" output: rmarkdown::html_vignette vignette: > %\VignetteIndexEntry{Getting started with pcatR} %\VignetteEngine{knitr::rmarkdown} %\VignetteEncoding{UTF-8} --- ```{r setup, include=FALSE} knitr::opts_chunk$set(collapse = TRUE, comment = "#>", fig.width = 10, fig.height = 8) library(pcatR) ``` ## Read-before-use boundary The pCAT has 14 items and two response components per item. `pcatR` preserves those components and derives item-level descriptive categories. It does not calculate an overall validated pCAT scale score. Open the complete technical guide with `pcat_user_guide()` before using operational or research data. ## Inspect the instrument and mappings ```{r} pcat_items("both") pcat_construct_map("2022", include_secondary = TRUE) pcat_response_options() ``` ## Run the standard workflow ```{r} dat <- pcat_example_data() analysis <- pcat_analyse( dat, group_vars = c("site_id", "timepoint"), require_complete = TRUE, validation_action = "none" ) analysis ``` Always inspect validation findings, even when validation does not raise a condition. ```{r} pcat_validation_issues(analysis$validation) head(analysis$summary) head(analysis$consensus) ``` ## Visualize item patterns ```{r, fig.height=10, fig.alt="Diverging pCAT item profiles comparing barrier and facilitator response shares at planning and mid-implementation."} plot_pcat_profile( analysis$classified, group_vars = "timepoint", label = "cfir_original_construct" ) ``` ## Compare repeated assessments ```{r} change <- pcat_change( analysis$classified, from = "planning", to = "mid_implementation" ) head(change) ``` ## Export reproducible results ```{r, eval=FALSE} output_dir <- tempfile("pcat_analysis_", tmpdir = tempdir()) pcat_write_analysis( analysis, path = output_dir, overwrite = TRUE ) unlink(output_dir, recursive = TRUE, force = TRUE) ``` The export includes an analysis manifest, validation findings, classified responses, item summaries, consensus diagnostics, an action-plan worksheet, and an optional multi-page profile PDF. The profile exporter validates every page before writing a temporary PDF and replaces the requested path only after the complete temporary file is nonempty. The temporary path keeps this documentation example out of the current working directory. For real analyses, choose an explicit, approved project output directory.