formr_aggregate: Aggregate data based on item table

In rubenarslan/formr: formr survey framework

Aggregate data based on item table

Description

If you've retrieved an item table using formr_items() you can use this function to aggregate your multiple choice items into mean scores. If you do not have a item table (e.g. your data was not collected using formr, you don't want another HTTP request in a time-sensitive process). Example: If your data contains Extraversion_1, Extraversion_2R and Extraversion_3, there will be two new variables in the result: Extraversion_2 (reversed to align with _1 and _2) and Extraversion, the mean score of the three.

Usage

formr_aggregate(
  survey_name,
  item_list = formr_items(survey_name, host = host),
  results = formr_raw_results(survey_name, host = host),
  host = "https://formr.org",
  compute_alphas = FALSE,
  fallback_max = 5,
  plot_likert = FALSE,
  quiet = FALSE,
  aggregation_function = rowMeans,
  ...
)

Arguments

survey_name	case-sensitive name of a survey your account owns
item_list	an item_list, will be auto-retrieved based on survey_name if omitted
results	survey results, will be auto-retrieved based on survey_name if omitted
host	defaults to https://formr.org
compute_alphas	deprecated, functionality migrated to codebook package
fallback_max	defaults to 5 - if the item_list is set to null, we will use this to reverse
plot_likert	deprecated, functionality migrated to codebook package
quiet	defaults to FALSE - If set to true, likert plots and reliability computations are not echoed.
aggregation_function	defaults to rowMeans with na.rm = FALSE
...	passed to psych::alpha()

Examples

results = jsonlite::fromJSON(txt = 
	system.file('extdata/gods_example_results.json', package = 'formr', mustWork = TRUE))
items = formr_items(path = 
	system.file('extdata/gods_example_items.json', package = 'formr', mustWork = TRUE))
results = formr_recognise(item_list = items, results = results)
agg = formr_aggregate(item_list = items, results = results, 
	compute_alphas = FALSE, plot_likert = FALSE)
agg[, c('religiousness', 'prefer')]

rubenarslan/formr documentation built on Feb. 6, 2024, 1:18 a.m.