makeShift: makeShift

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

Description

makeShift can modify prompts which were assigned by the function link{esAssign}.

Usage

makeShift(esDfShift, refDf, keyPromptDf, RELEVANTINFO_ES = NULL,
  RELEVANTVN_REF = NULL)

Arguments

esDfShift	a list. Each element of the list must be a data.frame. This argument is generated by suggestShift if at least one ESM questionnaire is eligible for shifting to a neighboring prompt. See Details for more information.
refDf	a data.frame. The reference dataset.
keyPromptDf	a data.frame. The data.frame must have exactly 2 columns. The one column's name must be SHIFTKEY (a numeric value), specifying the exact ESM questionnaire (via the use of the variable KEY). The ohter column's name must be NEW_PROMPT, specifying the new prompt index, i.e. the index after the shifting process will be over. See Details for more information.
RELEVANTINFO_ES	a list. This list is generated by function setES.
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

After applying makeShift the result can be checked by using the function printSuggestedShift once again. If at least one shifting of the prompt index is suggested, use the additional data.frame, which is then is supplied by suggestShift, called 'suggestShiftDf'.' Use its 2 columns SHIFTKEY and NEW_PROMPT to generate the argument 'keyPromptDf' in function makeShift.

Value

a list with 3 data.frames, if at least one prompt was shifted, i.e.:

1. the first data.frame (called 'esDf') is the raw ESM dataset in its current state (with new colum SHIFTED),

2. the second data.frame (called 'suggestShiftDf') includes all relevant information to act according to the decision as to which questionnaires shall be shifted. See Examples to get a clear idea of how to use 'suggestShiftDf',

3. the third data.frame (called 'printShiftDf') contains the relevant information to print all questionnaires registered by suggestShift to the console, before as well as after having made the shifting. This printing to the console is done by applying the function printSuggestedShift.

Note. Each questionnaire that got shifted to a neighboring prompt (which prior to the shift has not been assigned), will have its status changed, i.e. values get adapted in variables CV_ES, ES_MULT, PROMPT, and PROMPTEND.

See Also

Exemplary code (fully executable) in the documentation of esmprep (function 22 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 makeShift. Start ----------------
# RELEVANTINFO_ES is delivered with the package
# Use example list delivered with the package
RELEVANTVN_ES <- RELEVANTVN_ESext
# Use example list delivered with the package
RELEVANTVN_REF <- RELEVANTVN_REFext
# esAssigned is a list of datasets, delivered with the package. It is
# the result of the assignment of the ESM questionnaires to ALL 8
# participants in the reference dataset.
noEndDf <- missingEndDateTime(esAssigned[["ES"]], RELEVANTVN_ES)
identDf <- esIdentical(noEndDf, RELEVANTVN_ES)
sugShift <- suggestShift(identDf, 100, RELEVANTINFO_ES, RELEVANTVN_ES)
# Prerequisites in order to execute makeShift. End -------------------
# -------------------------------------------------------
# Run function 22 of 29; see esmprep functions' hierarchy.
# -------------------------------------------------------
# sugShift is the result of function 'suggestShift'. referenceDfNew is the result
# of function 'genDateTime' or of function 'splitDateTime'.
# keyPromptDf is generated by using part of the output of function suggestShift,
# i.e. by selecting the columns NEW_PROMPT and SHIFTKEY from suggestShiftDf.
keyPromptDf <- sugShift$suggestShiftDf[,c("NEW_PROMPT", "SHIFTKEY")]
madeShift <- makeShift(sugShift, referenceDfNew, keyPromptDf, RELEVANTINFO_ES, RELEVANTVN_REF)
# Tip! Display the result of function 'makeShift' in the console
# in order to check whether the shifting was successful.
printSuggestedShift(madeShift, RELEVANTVN_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

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