refPlausible: refPlausible

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

Description

refPlausible enables the user to quickly check the reference dataset concerning the expeced ESM time period for each participant.

Usage

refPlausible(refDf = NULL, units = "days", RELEVANTVN_REF)

Arguments

refDf	a data.frame. The reference dataset.
units	a character. This character must be exactly one of the following options: auto, secs, mins, hours, days, weeks. For more information see the R base function difftime.
RELEVANTVN_REF	a list. This list is generated by function setREF and it is extended once either by function genDateTime or by function splitDateTime.

Details

The units of the ESM period can be selected by the user, namely one of the following: auto, secs, mins, hours, days, weeks. For more information enter ?difftime in the R console. The prompts per participant, as defined by the user within the reference dataset, are expected to be an increasing time series within a respective ESM day. Therefore, if there are two prompts set at the exact same time, this represents an anomaly. The same is true of any prompt that is earlier in time instead of later (as expected) than the previous prompt (time reversals are not tolerated). Finally, if the function detects any duplicates among the participant IDs, it will return an error message and displays the problematic lines of the reference dataset in the R console.

Value

A data.frame, i.e. refDf. The returned data.frame will have two additional columns:

1. ESM_PERIOD in the selected time period, e.g. days.

2. TIME_ANOMALY, i.e. a possible anomaly concerning the expected increase in the time sequence of the prompts in the reference dataset (returned only if there is at least one time anomaly).

3. PROMPT_NEXTDAY, i.e. at which of the participant's prompts is a time anomaly suspected (returned only if there is at least one time anomaly).

See Details for more information.

See Also

Exemplary code (fully executable) in the documentation of esmprep (function 8 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 refPlausible. Start ------
# Use example list delivered with the package
RELEVANTVN_REF <- RELEVANTVN_REFext
# Prerequisites in order to execute refPlausible. End --------
# ------------------------------------------------------
# Run function 8 of 29; see esmprep functions' hierarchy.
# ------------------------------------------------------
# In an ESM study all participants answer questionnaires during a time period which
# usually is equal across all participants (e.g. seven days). This function enables the
# user to check whether in the reference dataset the ESM period is plausible. For
# instance, a negative ESM time period would clearly be implausible, e.g. the user
# setting the beginning of the ESM time period after the end of it (which is
# impossible unless a functioning time machine is involved :-) ).
referenceDfNew1 <- refPlausible(refDf=referenceDfNew, units="days", RELEVANTVN_REF)
# 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

esmprep documentation built on July 5, 2019, 5:03 p.m.