Data dictionary

Background

We make use of the datadictionary package here.

This is not a perfect solution. Among other challenges, this package throws many warnings. But we will use it for the time being.

Screening/Demographic data

scr_df <- readr::read_csv(paste0(here::here(), "/data/csv/screening/agg/PLAY-screening-datab-latest.csv"),
                          show_col_types = FALSE)

scr_dd <- datadictionary::create_dictionary(scr_df)

## Warning in character_summary(dataset, column):
## session_release has fewer than 10 unique values,
## did you want a factor?

## Warning in character_summary(dataset, column):
## participant_gender has fewer than 10 unique
## values, did you want a factor?

## Warning in character_summary(dataset, column):
## participant_race has fewer than 10 unique
## values, did you want a factor?

## Warning in character_summary(dataset, column):
## participant_ethnicity has fewer than 10 unique
## values, did you want a factor?

## Warning in character_summary(dataset, column):
## group_name has fewer than 10 unique values, did
## you want a factor?

## Warning in character_summary(dataset, column):
## context_setting has fewer than 10 unique values,
## did you want a factor?

## Warning in character_summary(dataset, column):
## context_country has fewer than 10 unique values,
## did you want a factor?

## Warning in character_summary(dataset, column):
## participant_disability has fewer than 10 unique
## values, did you want a factor?

## Warning in character_summary(dataset, column):
## child_sex has fewer than 10 unique values, did
## you want a factor?

## Warning in character_summary(dataset, column):
## child_bornonduedate has fewer than 10 unique
## values, did you want a factor?

## Warning in character_summary(dataset, column):
## child_onterm has fewer than 10 unique values,
## did you want a factor?

## Warning in character_summary(dataset, column):
## child_birth_complications has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## child_hearing_disabilities has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## child_hearing_disabilities_specify has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## child_vision_disabilities has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## child_vision_disabilities_specify has fewer than
## 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## child_major_illnesses_injuries has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## child_developmentaldelays has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## child_developmentaldelays_specify has fewer than
## 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## child_sleep_location has fewer than 10 unique
## values, did you want a factor?

## Warning in character_summary(dataset, column):
## mom_bio has fewer than 10 unique values, did you
## want a factor?

## Warning in character_summary(dataset, column):
## mom_race has fewer than 10 unique values, did
## you want a factor?

## Warning in character_summary(dataset, column):
## mom_birth_country has fewer than 10 unique
## values, did you want a factor?

## Warning in character_summary(dataset, column):
## mom_employment has fewer than 10 unique values,
## did you want a factor?

## Warning in character_summary(dataset, column):
## mom_training has fewer than 10 unique values,
## did you want a factor?

## Warning in character_summary(dataset, column):
## language_spoken_mom has fewer than 10 unique
## values, did you want a factor?

## Warning in character_summary(dataset, column):
## language_spoken_child has fewer than 10 unique
## values, did you want a factor?

## Warning in character_summary(dataset, column):
## language_spoken_home has fewer than 10 unique
## values, did you want a factor?

## Warning in character_summary(dataset, column):
## language_spoken_home_other has fewer than 10
## unique values, did you want a factor?

readr::write_csv(scr_dd, paste0(here::here(), "/data/csv/screening/dd/PLAY-screening-data-dictionary.csv"))

Screening/Demographic data

if (!('home_visit_df' %in% ls())) {
  targets::tar_load(home_visit_df, store=paste0(here::here(), "_targets"))
}

scr_dd <- datadictionary::create_dictionary(home_visit_df)

## Warning in character_summary(dataset, column):
## child_sex has fewer than 10 unique values, did
## you want a factor?

## Warning in character_summary(dataset, column):
## age_group has fewer than 10 unique values, did
## you want a factor?

## Warning in character_summary(dataset, column):
## language_child has fewer than 10 unique values,
## did you want a factor?

## Warning in character_summary(dataset, column):
## language_child.english has fewer than 10 unique
## values, did you want a factor?

## Warning in character_summary(dataset, column):
## language_child.spanish has fewer than 10 unique
## values, did you want a factor?

## Warning in character_summary(dataset, column):
## language_instruction has fewer than 10 unique
## values, did you want a factor?

## Warning in character_summary(dataset, column):
## acknowledge_site has fewer than 10 unique
## values, did you want a factor?

## Warning in character_summary(dataset, column):
## locomotor_milestones.date_format has fewer than
## 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## health.feeding_nutrition.breastfeed has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## health.general_health.child_health has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## health.general_health.child_vaccination has
## fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## health.general_health.child_medical_specialist
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## health.general_health.child_hearing_tested has
## fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## health.general_health.child_hearing_tested.birthhospital
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## health.general_health.child_hearing_tested.afterhome
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## health.general_health.child_hearing_tested.no
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## health.general_health.child_hearing_tested.refused
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## health.general_health.child_hearing_tested.donotknow
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## health.general_health.child_vision_tested has
## fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## health.general_health.child_vision_tested.birthhospital
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## health.general_health.child_vision_tested.afterhome
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## health.general_health.child_vision_tested.no has
## fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## health.general_health.child_vision_tested.refused
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## health.general_health.child_vision_tested.donotknow
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## health.general_health.child_allergies_infections_ill.allergies
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## health.general_health.child_allergies_infections_ill.ear_infection
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## health.general_health.child_allergies_infections_ill.asthma
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## health.general_health.child_allergies_infections_ill.respiratory
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## health.general_health.child_allergies_infections_ill.gastrointestinal
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## health.general_health.child_injury_times has
## fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## health.prenatal.prenatal_care has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## health.smoking.pregnant_smoking has fewer than
## 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## health.smoking.smoking_trimester_1 has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## health.smoking.smoking_trimester_2 has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## health.smoking.smoking_trimester_3 has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## health.smoking.mom_smoking_now has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## health.smoking.mom_smoking_now_amount has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## health.smoking.smoking_house has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## health.smoking.smoking_car has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## health.drinking.pregnant_drinking has fewer than
## 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## health.drinking.drinking_trimester_1 has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## health.drinking.drinking_trimester_2 has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## health.drinking.drinking_trimester_3 has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## health.phq4.phq4_nervous has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## health.phq4.phq4_worrying has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## health.phq4.phq4_littleinterest has fewer than
## 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## health.phq4.phq4_down has fewer than 10 unique
## values, did you want a factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_unfamiliarperson
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_troubletask
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_companyofchild
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_choiceactivities
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_quietlysung
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_playingoutdoors
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_morethan10
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_respondingremarks
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_excitedlovedadults
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_fiddlehair
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_roughrowdy
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_rockedhugged
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_involvednewactivity
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_tirequickly
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_callattention
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_tags has
## fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_noisyenvironment
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_energy has
## fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_vehicles has
## fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_active has
## fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_forbidden
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_sadlytearful
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_downblue has
## fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_runhouse has
## fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_excitingevent
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_tempertantrum
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_waitpatiently
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_rockedsmile
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_mold has
## fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_interactadult
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_careful has
## fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_enternewplace
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_crymorethan3
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_easilysoothed
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_busyother
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## rothbart.rothbartquestions.rothbart_differentpeople
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## mediause.home_technology.tv has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## mediause.home_technology.dvd has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## mediause.home_technology.computer has fewer than
## 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## mediause.home_technology.ipad has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## mediause.home_technology.educationalgame has
## fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## mediause.home_technology.videogame has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## mediause.technology_child_tv has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## mediause.technology_child_dvd has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## mediause.technology_child_computer has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## mediause.technology_child_ipad has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## mediause.technology_child_educational has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## mediause.technology_child_videogame has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## mediause.techuse.meals has fewer than 10 unique
## values, did you want a factor?

## Warning in character_summary(dataset, column):
## mediause.techuse.playtime has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## mediause.techuse.bedtime has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## mediause.techuse.transportation has fewer than
## 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## pets.pets_at_home has fewer than 10 unique
## values, did you want a factor?

## Warning in character_summary(dataset, column):
## pets.pets_indoors_outdoors has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## division_labor.laundry.laundry_self has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## division_labor.laundry.laundry_partner has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## division_labor.laundry.laundry_otherperson has
## fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## division_labor.cleaning.cleaning_self has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## division_labor.cleaning.cleaning_partner has
## fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## division_labor.cleaning.cleaning_otherperson has
## fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## division_labor.dishwashing.dishes_self has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## division_labor.dishwashing.dishes_partner has
## fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## division_labor.dishwashing.dishes_otherperson
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## division_labor.cooking.cooking_self has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## division_labor.cooking.cooking_partner has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## division_labor.cooking.cooking_otherperson has
## fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## division_labor.feeding.feeding_self has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## division_labor.feeding.feeding_partner has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## division_labor.feeding.feeding_otherperson has
## fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## division_labor.droppick.droppick_self has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## division_labor.droppick.droppick_partner has
## fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## division_labor.droppick.droppick_otherperson has
## fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## division_labor.bed.bed_self has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## division_labor.bed.bed_partner has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## division_labor.bed.bed_otherperson has fewer
## than 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## division_labor.disciplining.disciplining_self
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## division_labor.disciplining.disciplining_partner
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## division_labor.disciplining.disciplining_otherperson
## has fewer than 10 unique values, did you want a
## factor?

## Warning in character_summary(dataset, column):
## typical_day.typical_behavior has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## typical_day.typical_activities has fewer than 10
## unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## typical_day.typical_nightmorning has fewer than
## 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## typical_day.typical_otherthanme has fewer than
## 10 unique values, did you want a factor?

## Warning in character_summary(dataset, column):
## acknowledge_questionnaires has fewer than 10
## unique values, did you want a factor?

readr::write_csv(scr_dd, paste0(here::here(), "/data/csv/home_visit/dd/PLAY-home-visit-data-dictionary.csv"))