R/emotion_heartrate.R

In gitrman/itns: Datasets from the book Introduction to the New Statistics

#'Two Dependent Groups - Emotion and Heart rate
#'
#'An example of data from a study with a two dependent groups design used in Chapter 8 of the book 
#'\emph{Introduction to the New Statistics}.
#'
#'To what extent do emotional responses alter heart rate?  To find out,  participants were asked to
#'recall memories of intense happiness or anger.  Heart rate was measured using a cell phone app in beats per minute.
#'Heart rate was measured for each participant before emotion recall (hr_baseline), during anger recall (hr_anger),
#'and during happiness recall (hr_happiness).   The order of emotion recall was counterbalanced.
#'
#'As a manipulation check, participants also rated how intensely they were able to feel each emotion
#'during the recall task on a scale  from 0 (absolutely not intense) to 8 (extremely intense) .
#'
#'This is a simplified dataset that has data only for baseline and anger.  The data for happiness is not included here.
#'Also, participants who had missing heart rate data due to data collection errors have been deleted.
#'
#'@format A data frame with 68 rows and 5 variables:
#'\describe{
#'  \item{id}{Respondent identifier}
#'  \item{first_emotion}{\emph{anger} or \emph{happiness}, determined by coin flip}
#'  \item{hr_baseline}{Heart rate measured in beats per minute during baseline period prior to emotion recall}
#'  \item{hr_anger}{Heart rate measured in beats per minute during recall of times of intense anger}
#'  \item{sr_anger}{Self-reported intensity of feeling angry during angry recall, scale from 0 - 8}
#'}
#'
#'@source
#'This is data is from:
#'
#'Lakens, D. (2013). Using a Smartphone to Measure Heart Rate Changes during Relived Happiness and Anger.
#'\emph{IEEE Transactions on Affective Computing, 4}, 238-241. \url{http://doi.org/10.1109/T-AFFC.2013.3}
#'
#'and it is available online at: \url{https://data.3tu.nl/download/uuid:ab52261c-206b-4bed-a59d-026a16c04144}
#'
#'This original experiment that inspired this conceptual replication is:
#'
#'Ekman, P., Levenson, R. W., & Friesen, W. V. (1983). Autonomic nervous system activity distinguishes among emotions.
#'\emph{Science, 221}(4616), 1208-1210. \url{http://doi.org/10.1126/science.6612338}
#'
#'@references
#'Cumming, G., & Calin-Jageman, R. (2017).
#'  \emph{Introduction to the New Statistics}. New York; Routledge.
"emotion_heartrate"