reading: Example data from reading research.
In langenberg/semnova: Analyzing Interindividual Differences in Experiments

reading_raw

R Documentation

Example data from reading research.

Description

Example data from reading research.

Usage

reading_raw

reading_latent

reading_manifest

Format

id: Unique identifier.
dv: Continuous dependent variable. The variable is on its raw scale for reading_raw. The variable is log-transformed and standardized (grouped by indicator) for reading_latent.
indicator: Includes the names of three indicators measuring reading skills (also see gaze_dur, tv_dur and ini_fix_dur).
sentence: The type of the sentence: sentence vs. landolt.
grade: Grade variable: grade0 to grade5.
gaze_dur: Mean gaze duration per participant.
tv_dur: Mean total viewing duration per participant
ini_fix_dur: Mean initial fixation duration per participant.
age_t0: Age at grade 0.
sex: Sex.
grade_t0: Grade at grade 0. Important if participant had to repeat a year.
iq: IQ.
cbcl_ges_tw_t0: Child Behavior Checklist. Overall t-score at grade 0.
cbcl_int_verh_tw_t0: Child Behavior Checklist. Internalizing behavior t-score at grade 0.
cbcl_ext_verh_tw_t0: Child Behavior Checklist. Externalizing behavior t-score at grade 0.
cbcl_ges_rw_t0: Child Behavior Checklist. Overall raw score at grade 0.
cbcl_int_verh_rw_t0: Child Behavior Checklist. Internalizing behavior raw score at grade 0.
cbcl_ext_verh_rw_t0: Child Behavior Checklist. Externalizing behavior raw score at grade 0.
cbcl_ges_tw_t5: Child Behavior Checklist. Overall t-score at grade 5.
cbcl_int_verh_tw_t5: Child Behavior Checklist. Internalizing behavior t-score at grade 5.
cbcl_ext_verh_tw_t5: Child Behavior Checklist. Externalizing behavior t-score at grade 5.
cbcl_ges_rw_t5: Child Behavior Checklist. Overall raw score at grade 5.
cbcl_int_verh_rw_t5: Child Behavior Checklist. Internalizing behavior raw score at grade 5.
cbcl_ext_verh_rw_t5: Child Behavior Checklist. Externalizing behavior raw score at grade 5.

An object of class tbl_df (inherits from tbl, data.frame) with 4806 rows and 21 columns.

An object of class tbl_df (inherits from tbl, data.frame) with 1602 rows and 22 columns.

Details

reading_raw is the raw data in long data format.

reading_latent is based on reading_raw but the variable dv was log-transformed and standardized. The data set only includes measurements at grade 1, 2 and 4.

reading_manifest is based on reading_latent and was transposed to wide format introducing the three additional variables: gaze_dur, tv_dur and ini_fix_dur. The names for the variables were taken from indicator and the values were taken from dv.