intolerable: intolerable

In mmiche/esmprep: Data Preparation During and After the Use of the Experience Sampling Methodology (ESM)

Description

intolerable registers the intolerable ESM questionnaires as specified by the user.

Usage

intolerable(esDf, intoleranceDf, RELEVANTINFO_ES = NULL)

Arguments

esDf	a data.frame. A single ESM dataset. It must contain the 2 columns that hold the date-time object for when an ESM questionnaire was started and finished, respectively.
intoleranceDf	a data.frame with 2 columns. The first column must contain the prompt index, which must never be combined with the 'expected category' in the second column; the second column must contain the 'expected category' of the survey version (as specified by the user in the function expectedPromptIndex). See Details for more information.
RELEVANTINFO_ES	a list. This list is generated by function setES.

Details

The user must specify exactly which kind of ESM questionnaires are intolerable relative to the expectation, which was specified in the function expectedPromptIndex. For example, a questionnaire which was expected to be answered in the morning (specified by the expected category 1) must never be combined with the last prompt of the day (e.g. 4). That is, it doesn't make sense to have the answers to the morning questionnaire, which was filled out in the evening.

Value

The user receives a list containing 2 datasets:

1. cleanedDf, i.e. the ESM dataset from which the intolerable lines of data were removed.

2. intoleranceDf, i.e. the intolerable lines of data that were removed.

See Also

Exemplary code (fully executable) in the documentation of esmprep (function 24 of 29).

Examples

# o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o
# Prerequisites in order to execute intolerable. Start --------------
# RELEVANTINFO_ES is delivered with the package
# expectedDf is a raw ESM dataset, delivered with the package.
# Prerequisites in order to execute intolerable. End ----------------
# -------------------------------------------------------
# Run function 24 of 29; see esmprep functions' hierarchy.
# -------------------------------------------------------
# Generate second argument of function 'intolerable'
(intoleranceDf <- data.frame(
# Column 'prompt': Prompts that must NEVER be comined with expected categories.
prompt = c(2, 3, 4, 1, 1),
# Column 'expect': Expected categories that must NEVER be combined with the prompts.
expect = c(1, 1, 1, 2, 3)))
# Read: Prompts 2, 3, and 4 must never be combined with expected category 1.
# Read: Prompt 1 must never be combined with expected category 2.
# Read: Prompt 1 must never be combined with expected category 3.
# expectedDf is the result of function 'expectedPromptIndex'.
intolLs <- intolerable(expectedDf, intoleranceDf, RELEVANTINFO_ES)
# o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o=o

mmiche/esmprep documentation built on July 7, 2019, 8:23 p.m.