Modified

September 13, 2024

Note

This data dictionary workflow does not include the questions that were asked. Adding that, and more descriptive information, is a high priority.

The home visit data are generated by a specific target. We load it here to give us the latest data.

Code 
if (!('home_visit_df' %in% ls())) {
  targets::tar_load(home_visit_df, store="../_targets")
}
Code 
hv_dd <- datadictionary::create_dictionary(home_visit_df)

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

Here is a preliminary data dictionary provides:

Code 
hv_dd |>
  kableExtra::kable() |>
  kableExtra::kable_classic()
item label class summary value
Rows in dataset 341
Columns in dataset 272
participant_id No label character unique responses 338
missing 0
start No label character unique responses 341
missing 0
end No label character unique responses 341
missing 0
note_fillthisoutbeforestudy No label character missing 341
date_today No label character unique responses 270
missing 0
site_id No label character unique responses 30
missing 0
subject_number No label character unique responses 74
missing 0
test_date No label character unique responses 279
missing 0
child_sex No label character unique responses 2
missing 0
age_group No label character unique responses 3
missing 0
language_child No label character unique responses 2
missing 0
language_child.english No label character unique responses 1
missing 0
language_child.spanish No label character unique responses 2
missing 0
language_instruction No label character unique responses 2
missing 0
acknowledge_site No label character unique responses 1
missing 0
note_fillthisoutduringstudy No label character missing 341
note_home_questionnaire No label character missing 341
locomotor_milestones.locomotor_instructions1 No label character missing 341
locomotor_milestones.locomotor_instructions2 No label character missing 341
locomotor_milestones.locomotor_instructions3 No label character missing 341
locomotor_milestones.date_format No label character unique responses 1
missing 0
locomotor_milestones.calc_5mo No label character unique responses 281
missing 0
locomotor_milestones.calc_6mo No label character unique responses 281
missing 0
locomotor_milestones.calc_7mo No label character unique responses 281
missing 0
locomotor_milestones.calc_8mo No label character unique responses 281
missing 0
locomotor_milestones.calc_9mo No label character unique responses 281
missing 0
locomotor_milestones.calc_10mo No label character unique responses 281
missing 0
locomotor_milestones.calc_11mo No label character unique responses 281
missing 0
locomotor_milestones.calc_12mo No label character unique responses 280
missing 0
locomotor_milestones.calc_13mo No label character unique responses 281
missing 0
locomotor_milestones.calc_14mo No label character unique responses 281
missing 0
locomotor_milestones.calc_15mo No label character unique responses 281
missing 0
locomotor_milestones.calc_16mo No label character unique responses 281
missing 0
locomotor_milestones.who_walk.who_walk_onset_date No label character unique responses 280
missing 35
locomotor_milestones.who_walk.who_walk_onset_mo No label character unique responses 163
missing 35
locomotor_milestones.who_walk.walk_onset_check No label character missing 341
locomotor_milestones.who_walk.comments_who_walk_onset No label character unique responses 243
missing 74
locomotor_milestones.dates1.note_5mo No label character missing 341
locomotor_milestones.dates1.note_6mo No label character missing 341
locomotor_milestones.dates1.note_7mo No label character missing 341
locomotor_milestones.dates1.note_8mo No label character missing 341
locomotor_milestones.dates1.note_9mo No label character missing 341
locomotor_milestones.dates1.note_10mo No label character missing 341
locomotor_milestones.dates1.note_11mo No label character missing 341
locomotor_milestones.dates1.note_12mo No label character missing 341
locomotor_milestones.dates1.note_13mo No label character missing 341
locomotor_milestones.dates1.note_14mo No label character missing 341
locomotor_milestones.dates1.note_15mo No label character missing 341
locomotor_milestones.dates1.note_16mo No label character missing 341
locomotor_milestones.holiday1.holiday_jan No label character missing 341
locomotor_milestones.holiday1.holiday_feb No label character missing 341
locomotor_milestones.holiday1.holiday_marchapril No label character missing 341
locomotor_milestones.holiday1.holiday_may No label character missing 341
locomotor_milestones.holiday1.holiday_june No label character missing 341
locomotor_milestones.holiday1.holiday_july No label character missing 341
locomotor_milestones.holiday1.holiday_sep No label character missing 341
locomotor_milestones.holiday1.holiday_oct No label character missing 341
locomotor_milestones.holiday1.holiday_nov No label character missing 341
locomotor_milestones.holiday1.holiday_dec No label character missing 341
locomotor_milestones.holiday1.memorable_events No label character missing 341
locomotor_milestones.k_walk.k_walk_onset_date No label character unique responses 270
missing 38
locomotor_milestones.k_walk.k_walk_onset_mo No label character unique responses 172
missing 38
locomotor_milestones.k_walk.k_walk_onset_check No label character missing 341
locomotor_milestones.k_walk.comments_k_walk_onset No label character unique responses 238
missing 85
locomotor_milestones.crawl_onset.crawl_onset_date No label character unique responses 269
missing 25
locomotor_milestones.crawl_onset.crawl_onset_mo No label character unique responses 165
missing 25
locomotor_milestones.crawl_onset.crawl_onset_check No label character missing 341
locomotor_milestones.crawl_onset.comments_crawl_onset No label character unique responses 241
missing 87
locomotor_milestones.dates2.note_5mo_2 No label character missing 341
locomotor_milestones.dates2.note_6mo_2 No label character missing 341
locomotor_milestones.dates2.note_7mo_2 No label character missing 341
locomotor_milestones.dates2.note_8mo_2 No label character missing 341
locomotor_milestones.dates2.note_9mo_2 No label character missing 341
locomotor_milestones.dates2.note_10mo_2 No label character missing 341
locomotor_milestones.dates2.note_11mo_2 No label character missing 341
locomotor_milestones.dates2.note_12mo_2 No label character missing 341
locomotor_milestones.dates2.note_13mo_2 No label character missing 341
locomotor_milestones.dates2.note_14mo_2 No label character missing 341
locomotor_milestones.dates2.note_15mo_2 No label character missing 341
locomotor_milestones.dates2.note_16mo_2 No label character missing 341
locomotor_milestones.holiday2.holiday_jan2 No label character missing 341
locomotor_milestones.holiday2.holiday_feb2 No label character missing 341
locomotor_milestones.holiday2.holiday_marchapril2 No label character missing 341
locomotor_milestones.holiday2.holiday_may2 No label character missing 341
locomotor_milestones.holiday2.holiday_june2 No label character missing 341
locomotor_milestones.holiday2.holiday_july2 No label character missing 341
locomotor_milestones.holiday2.holiday_sep2 No label character missing 341
locomotor_milestones.holiday2.holiday_oct2 No label character missing 341
locomotor_milestones.holiday2.holiday_nov2 No label character missing 341
locomotor_milestones.holiday2.holiday_dec2 No label character missing 341
locomotor_milestones.holiday2.memorable_events2 No label character missing 341
health.feeding_nutrition.instructions_feeding No label character missing 341
health.feeding_nutrition.breastfeed No label character unique responses 4
missing 5
health.feeding_nutrition.solidfood_age No label character unique responses 13
missing 5
health.feeding_nutrition.comments_feeding No label character unique responses 64
missing 276
health.general_health.instructions_genhealth No label character missing 341
health.general_health.child_sleeping_position No label character unique responses 9
missing 5
health.general_health.child_health No label character unique responses 6
missing 5
health.general_health.child_vaccination No label character unique responses 4
missing 5
health.general_health.child_medical_specialist No label character unique responses 5
missing 5
health.general_health.comments_child_medical_special No label character unique responses 168
missing 170
health.general_health.child_hearing_tested No label character unique responses 8
missing 5
health.general_health.child_hearing_tested.birthhospital No label character unique responses 3
missing 5
health.general_health.child_hearing_tested.afterhome No label character unique responses 3
missing 5
health.general_health.child_hearing_tested.no No label character unique responses 3
missing 5
health.general_health.child_hearing_tested.refused No label character unique responses 3
missing 5
health.general_health.child_hearing_tested.donotknow No label character unique responses 3
missing 5
health.general_health.child_vision_tested No label character unique responses 9
missing 5
health.general_health.child_vision_tested.birthhospital No label character unique responses 3
missing 5
health.general_health.child_vision_tested.afterhome No label character unique responses 3
missing 5
health.general_health.child_vision_tested.no No label character unique responses 3
missing 5
health.general_health.child_vision_tested.refused No label character unique responses 3
missing 5
health.general_health.child_vision_tested.donotknow No label character unique responses 3
missing 5
health.general_health.child_allergies_infections_ill.allergies No label character unique responses 5
missing 5
health.general_health.child_allergies_infections_ill.ear_infection No label character unique responses 4
missing 5
health.general_health.child_allergies_infections_ill.asthma No label character unique responses 5
missing 5
health.general_health.child_allergies_infections_ill.respiratory No label character unique responses 5
missing 5
health.general_health.child_allergies_infections_ill.gastrointestinal No label character unique responses 5
missing 8
health.general_health.comments_allergy_etc No label character unique responses 155
missing 184
health.general_health.child_injury_times No label character unique responses 7
missing 5
health.general_health.comment_injury No label character unique responses 68
missing 274
health.general_health.comments_general_health No label character unique responses 34
missing 308
health.prenatal.instructions_prenatal No label character missing 341
health.prenatal.prenatal_care No label character unique responses 4
missing 5
health.prenatal.comments_prenatal No label character unique responses 24
missing 311
health.smoking.pregnant_smoking No label character unique responses 5
missing 5
health.smoking.smoking_trimester_1 No label character unique responses 3
missing 339
health.smoking.smoking_trimester_2 No label character unique responses 3
missing 339
health.smoking.smoking_trimester_3 No label character unique responses 2
missing 339
health.smoking.mom_smoking_now No label character unique responses 4
missing 5
health.smoking.mom_smoking_now_amount No label character unique responses 4
missing 338
health.smoking.smoking_house No label character unique responses 4
missing 5
health.smoking.smoking_car No label character unique responses 4
missing 5
health.smoking.comments_smoking No label character unique responses 11
missing 331
health.drinking.pregnant_drinking No label character unique responses 4
missing 6
health.drinking.drinking_trimester_1 No label character unique responses 6
missing 291
health.drinking.drinking_trimester_2 No label character unique responses 5
missing 290
health.drinking.drinking_trimester_3 No label character unique responses 5
missing 292
health.drinking.comments_drinking No label character unique responses 27
missing 315
health.phq4.note_phq4 No label character missing 341
health.phq4.instructions_phq4 No label character missing 341
health.phq4.phq4_nervous No label character unique responses 5
missing 6
health.phq4.phq4_worrying No label character unique responses 5
missing 7
health.phq4.phq4_littleinterest No label character unique responses 5
missing 7
health.phq4.phq4_down No label character unique responses 5
missing 6
health.phq4.comments_phq4 No label character unique responses 14
missing 328
rothbart.instructions_rothbart1 No label character missing 341
rothbart.instructions_rothbart2 No label character missing 341
rothbart.rothbartquestions.instructions_rothbart3 No label character missing 341
rothbart.rothbartquestions.rothbart_unfamiliarperson No label character unique responses 9
missing 7
rothbart.rothbartquestions.rothbart_troubletask No label character unique responses 9
missing 7
rothbart.rothbartquestions.rothbart_companyofchild No label character unique responses 9
missing 8
rothbart.rothbartquestions.rothbart_choiceactivities No label character unique responses 8
missing 7
rothbart.rothbartquestions.rothbart_quietlysung No label character unique responses 9
missing 7
rothbart.rothbartquestions.rothbart_playingoutdoors No label character unique responses 9
missing 8
rothbart.rothbartquestions.rothbart_morethan10 No label character unique responses 8
missing 7
rothbart.rothbartquestions.rothbart_respondingremarks No label character unique responses 9
missing 7
rothbart.rothbartquestions.rothbart_excitedlovedadults No label character unique responses 9
missing 8
rothbart.rothbartquestions.rothbart_fiddlehair No label character unique responses 9
missing 7
rothbart.rothbartquestions.rothbart_roughrowdy No label character unique responses 9
missing 8
rothbart.rothbartquestions.rothbart_rockedhugged No label character unique responses 8
missing 7
rothbart.rothbartquestions.rothbart_involvednewactivity No label character unique responses 9
missing 8
rothbart.rothbartquestions.rothbart_tirequickly No label character unique responses 9
missing 7
rothbart.rothbartquestions.rothbart_callattention No label character unique responses 8
missing 7
rothbart.rothbartquestions.rothbart_tags No label character unique responses 9
missing 9
rothbart.rothbartquestions.rothbart_noisyenvironment No label character unique responses 9
missing 7
rothbart.rothbartquestions.rothbart_energy No label character unique responses 7
missing 7
rothbart.rothbartquestions.rothbart_vehicles No label character unique responses 9
missing 7
rothbart.rothbartquestions.rothbart_active No label character unique responses 9
missing 9
rothbart.rothbartquestions.rothbart_forbidden No label character unique responses 9
missing 7
rothbart.rothbartquestions.rothbart_sadlytearful No label character unique responses 8
missing 8
rothbart.rothbartquestions.rothbart_downblue No label character unique responses 7
missing 7
rothbart.rothbartquestions.rothbart_runhouse No label character unique responses 9
missing 7
rothbart.rothbartquestions.rothbart_excitingevent No label character unique responses 9
missing 7
rothbart.rothbartquestions.rothbart_tempertantrum No label character unique responses 9
missing 7
rothbart.rothbartquestions.rothbart_waitpatiently No label character unique responses 9
missing 7
rothbart.rothbartquestions.rothbart_rockedsmile No label character unique responses 9
missing 9
rothbart.rothbartquestions.rothbart_mold No label character unique responses 7
missing 7
rothbart.rothbartquestions.rothbart_interactadult No label character unique responses 8
missing 7
rothbart.rothbartquestions.rothbart_careful No label character unique responses 9
missing 7
rothbart.rothbartquestions.rothbart_enternewplace No label character unique responses 9
missing 9
rothbart.rothbartquestions.rothbart_crymorethan3 No label character unique responses 9
missing 7
rothbart.rothbartquestions.rothbart_easilysoothed No label character unique responses 7
missing 8
rothbart.rothbartquestions.rothbart_busyother No label character unique responses 9
missing 7
rothbart.rothbartquestions.rothbart_differentpeople No label character unique responses 9
missing 8
rothbart.comments_rothbart No label character unique responses 17
missing 325
mediause.mediause_instructions1 No label character missing 341
mediause.home_technology No label character unique responses 31
missing 8
mediause.home_technology.tv No label character unique responses 3
missing 8
mediause.home_technology.dvd No label character unique responses 3
missing 8
mediause.home_technology.computer No label character unique responses 3
missing 8
mediause.home_technology.ipad No label character unique responses 3
missing 8
mediause.home_technology.educationalgame No label character unique responses 3
missing 8
mediause.home_technology.videogame No label character unique responses 3
missing 8
mediause.technology_child_tv No label character unique responses 3
missing 19
mediause.tv_how No label character unique responses 259
missing 49
mediause.technology_child_dvd No label character unique responses 3
missing 224
mediause.dvd_how No label character unique responses 25
missing 317
mediause.technology_child_computer No label character unique responses 3
missing 26
mediause.computer_how No label character unique responses 96
missing 242
mediause.technology_child_ipad No label character unique responses 3
missing 95
mediause.ipad_how No label character unique responses 136
missing 201
mediause.technology_child_educational No label character unique responses 3
missing 250
mediause.educational_how No label character unique responses 69
missing 272
mediause.technology_child_videogame No label character unique responses 3
missing 136
mediause.videogame_how No label character unique responses 41
missing 301
mediause.tv_hours_per_day No label character unique responses 59
missing 15
mediause.note_tv_hours_per_day No label character missing 341
mediause.techuse.instructions_technology_use No label character missing 341
mediause.techuse.meals No label character unique responses 6
missing 8
mediause.techuse.playtime No label character unique responses 6
missing 8
mediause.techuse.bedtime No label character unique responses 6
missing 10
mediause.techuse.transportation No label character unique responses 6
missing 11
mediause.comments_technology No label character unique responses 49
missing 293
pets.pets_at_home No label character unique responses 3
missing 7
pets.pets_types_number No label character unique responses 98
missing 129
pets.pets_indoors_outdoors No label character unique responses 3
missing 129
pets.comments_pets No label character unique responses 35
missing 307
division_labor.instructions_labor1 No label character missing 341
division_labor.instructions_labor2 No label character missing 341
division_labor.instructions_labor3 No label character missing 341
division_labor.laundry.instructions_laundry No label character missing 341
division_labor.laundry.laundry_self No label character unique responses 6
missing 5
division_labor.laundry.laundry_partner No label character unique responses 6
missing 25
division_labor.laundry.laundry_otherperson No label character unique responses 6
missing 189
division_labor.laundry.labor_laundry_otherperson No label character unique responses 60
missing 258
division_labor.cleaning.instructions_cleaning No label character missing 341
division_labor.cleaning.cleaning_self No label character unique responses 6
missing 6
division_labor.cleaning.cleaning_partner No label character unique responses 6
missing 22
division_labor.cleaning.cleaning_otherperson No label character unique responses 6
missing 151
division_labor.cleaning.labor_cleaning_otherperson No label character unique responses 111
missing 196
division_labor.dishwashing.instruction_dishes No label character missing 341
division_labor.dishwashing.dishes_self No label character unique responses 6
missing 6
division_labor.dishwashing.dishes_partner No label character unique responses 6
missing 24
division_labor.dishwashing.dishes_otherperson No label character unique responses 6
missing 186
division_labor.dishwashing.labor_dishes_otherperson No label character unique responses 68
missing 241
division_labor.cooking.instructions_cooking No label character missing 341
division_labor.cooking.cooking_self No label character unique responses 6
missing 5
division_labor.cooking.cooking_partner No label character unique responses 6
missing 23
division_labor.cooking.cooking_otherperson No label character unique responses 6
missing 194
division_labor.cooking.labor_cooking_otherperson No label character unique responses 56
missing 260
division_labor.feeding.instructions_labor_feeding No label character missing 341
division_labor.feeding.feeding_self No label character unique responses 6
missing 5
division_labor.feeding.feeding_partner No label character unique responses 6
missing 23
division_labor.feeding.feeding_otherperson No label character unique responses 6
missing 140
division_labor.feeding.labor_feeding_otherperson No label character unique responses 111
missing 183
division_labor.droppick.instructions_droppick No label character missing 341
division_labor.droppick.droppick_self No label character unique responses 7
missing 5
division_labor.droppick.droppick_partner No label character unique responses 7
missing 43
division_labor.droppick.droppick_otherperson No label character unique responses 7
missing 227
division_labor.droppick.labor_droppick_otherperson No label character unique responses 30
missing 301
division_labor.bed.instructions_bed No label character missing 341
division_labor.bed.bed_self No label character unique responses 6
missing 5
division_labor.bed.bed_partner No label character unique responses 6
missing 25
division_labor.bed.bed_otherperson No label character unique responses 6
missing 208
division_labor.bed.labor_bed_otherperson No label character unique responses 42
missing 284
division_labor.disciplining.instructions_disciplining No label character missing 341
division_labor.disciplining.disciplining_self No label character unique responses 6
missing 5
division_labor.disciplining.disciplining_partner No label character unique responses 6
missing 24
division_labor.disciplining.disciplining_otherperson No label character unique responses 6
missing 186
division_labor.disciplining.labor_disciplining_otherperson No label character unique responses 65
missing 247
division_labor.comments_division_labor No label character unique responses 38
missing 304
typical_day.instructions_typical_day No label character missing 341
typical_day.typical_behavior No label character unique responses 3
missing 6
typical_day.typical_behavior_specifics No label character unique responses 27
missing 315
typical_day.typical_activities No label character unique responses 3
missing 6
typical_day.typical_activities_specifics No label character unique responses 49
missing 293
typical_day.typical_nightmorning No label character unique responses 3
missing 7
typical_day.typical_nightmorning_specifics No label character unique responses 88
missing 253
typical_day.typical_otherthanme No label character unique responses 3
missing 6
typical_day.typical_otherthanme_specifics No label character unique responses 47
missing 295
acknowledge_questionnaires No label character unique responses 2
missing 5

Extracting questions

An alternative approach to generating the data dictionary starts with the questionnaire files themselves.