The raw data from the survey is stored in individual files for each survey language. These are not cleaned or harmonised, as there are small inconsistencies in coding between the languages.
Source
This function is adapted from readxl::readxl_example().
Arguments
- path
Name of file in quotes with extension. If
NULL, the example files will be listed.- type
type of data to look up. Either "clean" (default) or "raw"
- destination
optional string indicating where to copy the file to
- ...
other arguments to
list.files
Examples
gbhs_path_data()
#> [1] "114338_en.tsv" "116413_hu.tsv" "117805_no.tsv" "118017_fr.tsv"
#> [5] "119016_se.tsv" "119157_cat.tsv" "119161_sp.tsv" "119162_ge.tsv"
#> [9] "119773_dk.tsv" "121893_ukr.tsv" "123887_it.tsv" "125552_du.tsv"
#> [13] "131674_ch.tsv" "132336_tu.tsv" "134157_en.tsv" "135043_du.tsv"
gbhs_path_data("114338_en.tsv")
#> [1] "/home/runner/work/_temp/Library/gbhs/exdata/clean/114338_en.tsv"
head(read.delim(gbhs_path_data("114338_en.tsv")))
#> form_id submission_id language suffix Consent_Form Q01_Think_Brain_Frequency
#> 1 114338 4903486 english en Yes Occasionally
#> 2 114338 4913285 english en Yes Frequently
#> 3 114338 4933808 english en Yes Frequently
#> 4 114338 4936886 english en Yes Frequently
#> 5 114338 4948775 english en Yes Rarely
#> 6 114338 4948924 english en Yes Frequently
#> Q02_DietInfl Q02_EducationInfl Q02_GeneticsInfl Q02_IncomeInfl
#> 1 Moderate Strong Moderate Weak
#> 2 Very strong Very strong Very strong Very strong
#> 3 Very strong Strong Strong Moderate
#> 4 Very strong Moderate Strong Weak
#> 5 Strong Very strong Strong Moderate
#> 6 Strong No influence Strong No influence
#> Q02_LifeGoalsInfl Q02_PhyEnvironmentInfl Q02_PhyHealthInfl Q02_ProfessionInfl
#> 1 Very strong Strong Strong Moderate
#> 2 Very strong Very strong Very strong Very strong
#> 3 Moderate Strong Very strong Strong
#> 4 Strong Very strong Very strong Moderate
#> 5 Strong Strong Strong Very strong
#> 6 Moderate Moderate Very strong No influence
#> Q02_SleepHabitsInfl Q02_SocEnvironmentInfl Q02_SubstanceInfl Q03_Adolescence
#> 1 Strong Strong Moderate Very important
#> 2 Very strong Very strong Very strong Very important
#> 3 Very strong Strong Strong Very important
#> 4 Very strong Very strong Very strong Very important
#> 5 Strong Strong Strong Very important
#> 6 Very strong Moderate Strong Important
#> Q03_Child Q03_MiddleAge Q03_OlderAge Q03_Womb Q03_YoungAdult
#> 1 Very important Very important Very important Important Very important
#> 2 Very important Very important Very important Important Very important
#> 3 Very important Important Very important Important Very important
#> 4 Very important Very important Very important Very important Very important
#> 5 Very important Important Very important Very important Important
#> 6 Important Very important Very important Very important Important
#> q04_brain_disease
#> 1 Addiction;Alzheimer;Anxiety;Bipolar;Cancer;Depression;Schizophrenia
#> 2 Addiction;Alzheimer;Anxiety;Arthritis;Bipolar;Cancer;Depression;Diabetes;Hypertension;Migraine;Parkinson;Schizophrenia;Stroke
#> 3 Addiction;Alzheimer;Anxiety;Bipolar;Depression;Migraine;Parkinson;Schizophrenia;Stroke
#> 4 Addiction;Alzheimer;Anxiety;Bipolar;Depression;Migraine;Parkinson;Schizophrenia
#> 5 Addiction;Alzheimer;Anxiety;Bipolar;Depression;Migraine;Parkinson;Schizophrenia;Stroke
#> 6 Addiction;Alzheimer;Anxiety;Bipolar;Depression;Diabetes;Hypertension;Migraine;Parkinson;Schizophrenia;Stroke
#> Q05_AlcoholGen Q05_ExcerciseGen Q05_HealthyDietGen Q05_IntellectGen
#> 1 Occasionally Frequently Frequently Occasionally
#> 2 Rarely Frequently Frequently Frequently
#> 3 Occasionally Occasionally Frequently Rarely
#> 4 Rarely Frequently Frequently Occasionally
#> 5 Occasionally Frequently Frequently Frequently
#> 6 Rarely Occasionally Occasionally Occasionally
#> Q05_ProtectionGen Q05_RelaxGen Q05_SleepGen Q05_SmokeGen Q05_SocialiseGen
#> 1 Frequently Frequently Frequently Rarely Occasionally
#> 2 Never Rarely Occasionally Never Frequently
#> 3 Occasionally Rarely Frequently Occasionally Frequently
#> 4 Frequently Frequently Frequently Never Frequently
#> 5 Frequently Rarely Occasionally Never Occasionally
#> 6 Frequently Rarely Frequently Never Occasionally
#> Q05_SupplementsGen Q05_WorkLifeBalanceGen Q06_ExcercisePurp
#> 1 Occasionally Occasionally <NA>
#> 2 Never Frequently <NA>
#> 3 Rarely Rarely Occasionally
#> 4 Frequently Frequently Frequently
#> 5 Occasionally Occasionally Never
#> 6 Rarely Frequently Occasionally
#> Q06_HealthyDietPurp Q06_OtherPurp Q06_ProtectionPurp Q06_RelaxPurp
#> 1 <NA> <NA> <NA> <NA>
#> 2 <NA> <NA> <NA> <NA>
#> 3 Occasionally <NA> Occasionally Rarely
#> 4 Frequently Frequently Frequently Frequently
#> 5 Never <NA> Frequently Frequently
#> 6 Occasionally <NA> Frequently Rarely
#> Q06_SleepPurp Q06_SocialisePurp Q06_SupplementsPurp Q06_WorkLifeBalancePurp
#> 1 <NA> <NA> <NA> <NA>
#> 2 <NA> <NA> <NA> <NA>
#> 3 Occasionally Never Rarely Never
#> 4 Frequently Occasionally Occasionally Rarely
#> 5 Frequently Rarely Occasionally Occasionally
#> 6 Frequently Frequently Occasionally Frequently
#> Q07_Test_Criteria Q08_Take_Test Q09a_Test_Reason
#> 1 Accurate;Cheap;NoPain Probably not <NA>
#> 2 Accurate;Cheap;Quick Definitely Learn about the risk
#> 3 Accurate;Cheap Definitely Learn about the risk
#> 4 NoPain;OnlineCriteria;SocialSecurity Probably Information;Respond
#> 5 Accurate;OnlineCriteria;SocialSecurity Probably not <NA>
#> 6 Accurate;Cheap;SocialSecurity Definitely Information
#> Q09b_Test_Nonpreventable Q09c_No_Test Q10_FamilyFriends Q10_Library
#> 1 <NA> Other reasons Likely Definitely
#> 2 Probably <NA> Likely Likely
#> 3 Probably <NA> Definitely Definitely
#> 4 Probably <NA> Definitely Definitely
#> 5 <NA> Don't want to know Definitely not Definitely
#> 6 Definitely <NA> Definitely Definitely
#> Q10_LifestyleChange Q10_Plan Q10_ProfessHelp Q11_BrainStimuli
#> 1 Definitely Definitely Definitely Very likely
#> 2 Likely Likely Likely Very likely
#> 3 Definitely Definitely Definitely Likely
#> 4 Definitely Definitely Definitely Very likely
#> 5 Definitely Definitely Definitely Already do
#> 6 Definitely Unlikely Definitely Likely
#> Q11_EatHealthy Q11_ExcerciseMore Q11_ImprSleepingHabits Q11_MoreCulture
#> 1 Very likely Very likely Very likely Very likely
#> 2 Very likely Very likely Very likely Very likely
#> 3 Very likely Very likely Very likely Likely
#> 4 Very likely Very likely Very likely Very likely
#> 5 Very likely Already do Very likely Already do
#> 6 Likely Very likely Very likely Very likely
#> Q11_MoreRelax Q11_MoreSocial Q11_NoAlcohol Q11_NoSmoking Q11_OtherChanges
#> 1 Very likely Likely Very likely Very likely Very likely
#> 2 Very likely Very likely Very likely Very likely <NA>
#> 3 Likely Likely Likely Likely <NA>
#> 4 Very likely Very likely Very likely Very likely <NA>
#> 5 Very likely Likely Very likely Already do <NA>
#> 6 Very likely Likely Likely Already do <NA>
#> Q12_MotivateChange_Category Q13_NoChange_Motivation
#> 1 Diagnose;FamilySupport;WorseMemory GiveupHobby;NotHelp;StartNoFun
#> 2 Diagnose;PersonalAdvice;WorseMemory Alone;Expensive;NoTime
#> 3 Diagnose;ImpactKnown;WorseMemory Expensive;NoInfo;NoNeed
#> 4 Diagnose;Family;FamilySupport Expensive;NoInfo
#> 5 Diagnose;ImpactKnown;WorseMemory GiveupHobby;NoInfo;NoTime
#> 6 Diagnose;PersonalAdvice;WorseMemory GiveupHobby;NoMotivation;StartNoFun
#> Q14_ChangeAssistance Q15_FreetestAuth Q15_InformAuth
#> 1 GP;GroupSupport;SupportFamily No Yes
#> 2 Checkup;GP;MobileApp;SupportFamily Yes Yes
#> 3 Checkup;GP Yes Yes
#> 4 Checkup;GP;SupportFamily Yes Yes
#> 5 Checkup;GP;SupportFamily Yes Yes
#> 6 Checkup;GP;GroupSupport Yes Yes
#> Q15_InsAuth Q15_RelaxAuth Q15_SubsAuth Q15_TaxAuth Q16_BrainHealthSpecialist
#> 1 Yes Yes Yes Yes Great extent
#> 2 Yes Yes Yes Yes Great extent
#> 3 Yes Yes Yes Yes Great extent
#> 4 Yes Yes Yes Yes Great extent
#> 5 Yes Yes Yes Unknown Great extent
#> 6 Yes Yes Yes No Great extent
#> Q16_GP Q16_HealthAuthWebsites Q16_Newspaper Q16_OnlineForum
#> 1 Great extent Great extent Moderately Moderately
#> 2 Great extent Great extent Not at all Moderately
#> 3 Moderately Great extent Moderately Not at all
#> 4 Not at all Great extent Moderately Not at all
#> 5 Great extent Great extent Moderately Moderately
#> 6 Great extent Great extent Not at all Moderately
#> Q16_PublicResearch Q16_ScientificJournals Q16_SocialMedia Q16_TVRadio
#> 1 Moderately Great extent Moderately Moderately
#> 2 Great extent Great extent Moderately Moderately
#> 3 Great extent Great extent Not at all Moderately
#> 4 Moderately Great extent Not at all Moderately
#> 5 Great extent Great extent Not at all Moderately
#> 6 Great extent Great extent Not at all Moderately
#> Q17_BrainResearch_Part Q18_Age Q19_Residence Q20_Sex Q21_Education_Coded
#> 1 No 26-40 Norway Male GradSchool
#> 2 Yes 26-40 Spain Male GradSchool
#> 3 No 26-40 Switzerland Male GradSchool
#> 4 No 26-40 Spain Female GradSchool
#> 5 No 41-60 Norway Female GradSchool
#> 6 Yes 41-60 Norway Male GradSchool
#> Q22_Relationship_Status Q23_Vocation_categories Q24_Exp_HealthCare
#> 1 Single Student;Unemployed Yes
#> 2 Unmarried Employed Yes
#> 3 DomesticPartner Disabled;Employed;Stay-at-home Yes
#> 4 DomesticPartner Employed No
#> 5 DomesticPartner Employed No
#> 6 Unmarried Employed No
#> Q25_Cognitive_Health Q26_Emotional_Health Q27_Illness Q28_BrainDisease_Care
#> 1 Excellent Excellent No No
#> 2 <NA> <NA> No No
#> 3 <NA> <NA> Yes No
#> 4 <NA> <NA> Yes No
#> 5 Excellent <NA> No No
#> 6 Excellent <NA> Yes No
#> Q02_DietInfl_dummy Q02_EducationInfl_dummy Q02_GeneticsInfl_dummy
#> 1 3 2 3
#> 2 1 1 1
#> 3 1 2 2
#> 4 1 3 2
#> 5 2 1 2
#> 6 2 5 2
#> Q02_IncomeInfl_dummy Q02_LifeGoalsInfl_dummy Q02_PhyEnvironmentInfl_dummy
#> 1 4 1 2
#> 2 1 1 1
#> 3 3 3 2
#> 4 4 2 1
#> 5 3 2 2
#> 6 5 3 3
#> Q02_PhyHealthInfl_dummy Q02_ProfessionInfl_dummy Q02_SleepHabitsInfl_dummy
#> 1 2 3 2
#> 2 1 1 1
#> 3 1 2 1
#> 4 1 3 1
#> 5 2 1 2
#> 6 1 5 1
#> Q02_SocEnvironmentInfl_dummy Q02_SubstanceInfl_dummy Q03_Adolescence_dummy
#> 1 2 3 1
#> 2 1 1 1
#> 3 2 2 1
#> 4 1 1 1
#> 5 2 2 1
#> 6 3 2 2
#> Q03_Child_dummy Q03_MiddleAge_dummy Q03_OlderAge_dummy Q03_Womb_dummy
#> 1 1 1 1 2
#> 2 1 1 1 2
#> 3 1 2 1 2
#> 4 1 1 1 1
#> 5 1 2 1 1
#> 6 2 1 1 1
#> Q03_YoungAdult_dummy Q05_AlcoholGen_dummy Q05_ExcerciseGen_dummy
#> 1 1 2 1
#> 2 1 3 1
#> 3 1 2 2
#> 4 1 3 1
#> 5 2 2 1
#> 6 2 3 2
#> Q05_HealthyDietGen_dummy Q05_IntellectGen_dummy Q05_ProtectionGen_dummy
#> 1 1 2 1
#> 2 1 1 4
#> 3 1 3 2
#> 4 1 2 1
#> 5 1 1 1
#> 6 2 2 1
#> Q05_RelaxGen_dummy Q05_SleepGen_dummy Q05_SmokeGen_dummy
#> 1 1 1 3
#> 2 3 2 4
#> 3 3 1 2
#> 4 1 1 4
#> 5 3 2 4
#> 6 3 1 4
#> Q05_SocialiseGen_dummy Q05_SupplementsGen_dummy Q05_WorkLifeBalanceGen_dummy
#> 1 2 2 2
#> 2 1 4 1
#> 3 1 3 3
#> 4 1 1 1
#> 5 2 2 2
#> 6 2 3 1
#> Q06_ExcercisePurp_dummy Q06_HealthyDietPurp_dummy Q06_OtherPurp_dummy
#> 1 NA NA NA
#> 2 NA NA NA
#> 3 2 2 NA
#> 4 1 1 1
#> 5 4 4 NA
#> 6 2 2 NA
#> Q06_ProtectionPurp_dummy Q06_RelaxPurp_dummy Q06_SleepPurp_dummy
#> 1 NA NA NA
#> 2 NA NA NA
#> 3 2 3 2
#> 4 1 1 1
#> 5 1 1 1
#> 6 1 3 1
#> Q06_SocialisePurp_dummy Q06_SupplementsPurp_dummy
#> 1 NA NA
#> 2 NA NA
#> 3 4 3
#> 4 2 2
#> 5 3 2
#> 6 1 2
#> Q06_WorkLifeBalancePurp_dummy Q10_FamilyFriends_dummy Q10_Library_dummy
#> 1 NA 2 1
#> 2 NA 2 2
#> 3 4 1 1
#> 4 3 1 1
#> 5 2 4 1
#> 6 1 1 1
#> Q10_LifestyleChange_dummy Q10_Plan_dummy Q10_ProfessHelp_dummy
#> 1 1 1 1
#> 2 2 2 2
#> 3 1 1 1
#> 4 1 1 1
#> 5 1 1 1
#> 6 1 3 1
#> Q11_BrainStimuli_dummy Q11_EatHealthy_dummy Q11_ExcerciseMore_dummy
#> 1 1 1 1
#> 2 1 1 1
#> 3 2 1 1
#> 4 1 1 1
#> 5 3 1 3
#> 6 2 2 1
#> Q11_ImprSleepingHabits_dummy Q11_MoreCulture_dummy Q11_MoreRelax_dummy
#> 1 1 1 1
#> 2 1 1 1
#> 3 1 2 2
#> 4 1 1 1
#> 5 1 3 1
#> 6 1 1 1
#> Q11_MoreSocial_dummy Q11_NoAlcohol_dummy Q11_NoSmoking_dummy
#> 1 2 1 1
#> 2 1 1 1
#> 3 2 2 2
#> 4 1 1 1
#> 5 2 1 3
#> 6 2 2 3
#> Q11_OtherChanges_dummy Q15_FreetestAuth_dummy Q15_InformAuth_dummy
#> 1 1 2 1
#> 2 NA 1 1
#> 3 NA 1 1
#> 4 NA 1 1
#> 5 NA 1 1
#> 6 NA 1 1
#> Q15_InsAuth_dummy Q15_RelaxAuth_dummy Q15_SubsAuth_dummy Q15_TaxAuth_dummy
#> 1 1 1 1 1
#> 2 1 1 1 1
#> 3 1 1 1 1
#> 4 1 1 1 1
#> 5 1 1 1 3
#> 6 1 1 1 2
#> Q16_BrainHealthSpec_dummy Q16_GP_dummy Q16_HealthAuthWebsites_dummy
#> 1 1 1 1
#> 2 1 1 1
#> 3 1 2 1
#> 4 1 3 1
#> 5 1 1 1
#> 6 1 1 1
#> Q16_Newspaper_dummy Q16_OnlineForum_dummy Q16_PublicResearch_dummy
#> 1 2 2 2
#> 2 3 2 1
#> 3 2 3 1
#> 4 2 3 2
#> 5 2 2 1
#> 6 3 2 1
#> Q16_ScientificJournals_dummy Q16_SocialMedia_dummy Q16_TVRadio_dummy
#> 1 1 2 2
#> 2 1 2 2
#> 3 1 3 2
#> 4 1 3 2
#> 5 1 3 2
#> 6 1 3 2
#> Q18_Age_dummy Q19_Residence_dummy Q20_Sex_dummy Q21_Education_Coded_dummy
#> 1 2 127 2 5
#> 2 2 157 2 5
#> 3 2 161 2 5
#> 4 2 157 1 5
#> 5 3 127 1 5
#> 6 3 127 2 5
#> Q22_Relationship_Status_dummy
#> 1 1
#> 2 2
#> 3 3
#> 4 3
#> 5 3
#> 6 2
#> Q06_BrainHealthPurpose_Spec
#> 1 Spend time alone and enjoy ones own company
#> 2 <NA>
#> 3 <NA>
#> 4 Brain games, investigating about brain health, listnening to podcast related to brain activity and enhance my memory.
#> 5 <NA>
#> 6 <NA>
#> Q07_Test_Criteria_Spec Q09a_Test_Reason_Spec
#> 1 <NA> <NA>
#> 2 <NA> <NA>
#> 3 <NA> <NA>
#> 4 <NA> <NA>
#> 5 <NA> <NA>
#> 6 <NA> <NA>
#> Q09c_OtherReason_Spec
#> 1 There is enough health hysteria as it is
#> 2 <NA>
#> 3 <NA>
#> 4 <NA>
#> 5 <NA>
#> 6 <NA>
#> Q10_TestReaction_Spec
#> 1 Dont spend time on bad friends and meaningless activities
#> 2 <NA>
#> 3 <NA>
#> 4 Trust that everything is going to be alright.
#> 5 <NA>
#> 6 <NA>
#> Q11_OtherChanges_Spec Q12_OtherChangeMotivation_Spec
#> 1 Spend more time in nature <NA>
#> 2 <NA> <NA>
#> 3 <NA> <NA>
#> 4 <NA> <NA>
#> 5 <NA> <NA>
#> 6 <NA> <NA>
#> Q13_SpecifyNoMotivation_Spec Q14_OtherAssistance_Spec
#> 1 <NA> <NA>
#> 2 <NA> <NA>
#> 3 <NA> <NA>
#> 4 <NA> <NA>
#> 5 <NA> <NA>
#> 6 <NA> <NA>
head(read.delim(gbhs_path_data("114338_en.tsv", "raw")))
#> form_id submission_id Consent_Form_en Q01_Think_Brain_Frequency_en
#> 1 114338 9052580 Consent_Yes_en Occasionally
#> 2 114338 9051492 Consent_Yes_en Frequently
#> 3 114338 9050113 Consent_Yes_en Occasionally
#> 4 114338 9050041 Consent_Yes_en Occasionally
#> 5 114338 9049694 Consent_Yes_en Rarely
#> 6 114338 9049513 Consent_Yes_en Rarely
#> Q02_DietInfl_en Q02_DietInfl_en_dummy Q02_EducationInfl_en
#> 1 Strong 2 Moderate
#> 2 VeryStrong 1 Strong
#> 3 Weak 4 Strong
#> 4 Strong 2 Strong
#> 5 Moderate 3 Moderate
#> 6 Weak 4 Moderate
#> Q02_EducationInfl_en_dummy Q02_GeneticsInfl_en Q02_GeneticsInfl_en_dummy
#> 1 3 VeryStrong 1
#> 2 2 VeryStrong 1
#> 3 2 Strong 2
#> 4 2 Strong 2
#> 5 3 Moderate 3
#> 6 3 Strong 2
#> Q02_IncomeInfl_en Q02_IncomeInfl_en_dummy Q02_LifeGoalsInfl_en
#> 1 Weak 4 Strong
#> 2 Strong 2 Strong
#> 3 Moderate 3 Strong
#> 4 Moderate 3 Moderate
#> 5 Moderate 3 Strong
#> 6 Strong 2 Moderate
#> Q02_LifeGoalsInfl_en_dummy Q02_PhyEnvironmentInfl_en
#> 1 2 Moderate
#> 2 2 VeryStrong
#> 3 2 VeryStrong
#> 4 3 Strong
#> 5 2 Moderate
#> 6 3 Strong
#> Q02_PhyEnvironmentInfl_en_dummy Q02_PhyHealthInfl_en
#> 1 3 VeryStrong
#> 2 1 VeryStrong
#> 3 1 Strong
#> 4 2 Strong
#> 5 3 <NA>
#> 6 2 Moderate
#> Q02_PhyHealthInfl_en_dummy Q02_ProfessionInfl_en Q02_ProfessionInfl_en_dummy
#> 1 1 Moderate 3
#> 2 1 Moderate 3
#> 3 2 Moderate 3
#> 4 2 Moderate 3
#> 5 NA Moderate 3
#> 6 3 Moderate 3
#> Q02_SleepHabitsInfl_en Q02_SleepHabitsInfl_en_dummy Q02_SocEnvironmentInfl_en
#> 1 VeryStrong 1 Moderate
#> 2 VeryStrong 1 VeryStrong
#> 3 VeryStrong 1 Strong
#> 4 Strong 2 Moderate
#> 5 Moderate 3 Strong
#> 6 Moderate 3 Moderate
#> Q02_SocEnvironmentInfl_en_dummy Q02_SubstanceInfl_en
#> 1 3 VeryStrong
#> 2 1 VeryStrong
#> 3 2 Strong
#> 4 3 VeryStrong
#> 5 2 Moderate
#> 6 3 Strong
#> Q02_SubstanceInfl_en_dummy Q03_Adolescence_en Q03_Adolescence_en_dummy
#> 1 1 Important 2
#> 2 1 Important 2
#> 3 2 NotImportant 4
#> 4 1 VeryImportant 1
#> 5 3 VeryImportant 1
#> 6 2 Important 2
#> Q03_Child_en Q03_Child_en_dummy Q03_MiddleAge_en Q03_MiddleAge_en_dummy
#> 1 Important 2 ModImportant 3
#> 2 VeryImportant 1 VeryImportant 1
#> 3 ModImportant 3 Important 2
#> 4 VeryImportant 1 Important 2
#> 5 VeryImportant 1 VeryImportant 1
#> 6 VeryImportant 1 VeryImportant 1
#> Q03_OlderAge_en Q03_OlderAge_en_dummy Q03_Womb_en Q03_Womb_en_dummy
#> 1 Important 2 ModImportant 3
#> 2 VeryImportant 1 VeryImportant 1
#> 3 Important 2 Important 2
#> 4 Important 2 Important 2
#> 5 VeryImportant 1 ModImportant 3
#> 6 VeryImportant 1 VeryImportant 1
#> Q03_YoungAdult_en Q03_YoungAdult_en_dummy
#> 1 ModImportant 3
#> 2 VeryImportant 1
#> 3 ModImportant 3
#> 4 VeryImportant 1
#> 5 VeryImportant 1
#> 6 ModImportant 3
#> Q04_Brain_Disease_en
#> 1 Addiction;Alzheimer;Anxiety;Bipolar;Depression;Migraine;Parkinson;Schizophrenia;Stroke
#> 2 Addiction;Alzheimer;Bipolar;Depression;Migraine;Parkinson;Schizophrenia;Stroke
#> 3 Addiction;Alzheimer;Anxiety;Bipolar;Cancer;Depression;Migraine;Parkinson;Schizophrenia;Stroke
#> 4 Addiction;Alzheimer;Anxiety;Bipolar;Depression;Hypertension;Migraine;Parkinson;Schizophrenia;Stroke
#> 5 Addiction;Alzheimer;Anxiety;Bipolar;Depression;Migraine;Parkinson;Schizophrenia
#> 6 Addiction;Alzheimer;Anxiety;Bipolar;Depression;Migraine;Parkinson;Schizophrenia
#> Q05_AlcoholGen_en Q05_AlcoholGen_en_dummy Q05_ExcerciseGen_en
#> 1 Rarely 3 Frequently
#> 2 Rarely 3 Frequently
#> 3 Rarely 3 Occasionally
#> 4 Occasionally 2 Frequently
#> 5 Occasionally 2 Frequently
#> 6 Frequently 1 Frequently
#> Q05_ExcerciseGen_en_dummy Q05_HealthyDietGen_en Q05_HealthyDietGen_en_dummy
#> 1 1 Frequently 1
#> 2 1 Occasionally 2
#> 3 2 Frequently 1
#> 4 1 Frequently 1
#> 5 1 Occasionally 2
#> 6 1 Rarely 3
#> Q05_IntellectGen_en Q05_IntellectGen_en_dummy Q05_ProtectionGen_en
#> 1 Frequently 1 Frequently
#> 2 Frequently 1 Frequently
#> 3 Rarely 3 Never
#> 4 Frequently 1 Occasionally
#> 5 Rarely 3 Frequently
#> 6 Rarely 3 Frequently
#> Q05_ProtectionGen_en_dummy Q05_RelaxGen_en Q05_RelaxGen_en_dummy
#> 1 1 Occasionally 2
#> 2 1 Frequently 1
#> 3 4 Frequently 1
#> 4 2 Occasionally 2
#> 5 1 Occasionally 2
#> 6 1 Occasionally 2
#> Q05_SleepGen_en Q05_SleepGen_en_dummy Q05_SmokeGen_en Q05_SmokeGen_en_dummy
#> 1 Occasionally 2 Never 4
#> 2 Frequently 1 Never 4
#> 3 Occasionally 2 Never 4
#> 4 Occasionally 2 Never 4
#> 5 Occasionally 2 Never 4
#> 6 Frequently 1 Never 4
#> Q05_SocialiseGen_en Q05_SocialiseGen_en_dummy Q05_SupplementsGen_en
#> 1 Rarely 3 Occasionally
#> 2 Rarely 3 Frequently
#> 3 Frequently 1 Never
#> 4 Occasionally 2 Occasionally
#> 5 Occasionally 2 Rarely
#> 6 Frequently 1 Rarely
#> Q05_SupplementsGen_en_dummy Q05_WorkLifeBalanceGen_en
#> 1 2 Occasionally
#> 2 1 Frequently
#> 3 4 Occasionally
#> 4 2 Occasionally
#> 5 3 Occasionally
#> 6 3 Occasionally
#> Q05_WorkLifeBalanceGen_en_dummy Q06_BrainHealth_Purpose_Spec_en
#> 1 2 <NA>
#> 2 1 <NA>
#> 3 2 <NA>
#> 4 2 <NA>
#> 5 2 <NA>
#> 6 2 <NA>
#> Q06_ExcercisePurp_en Q06_ExcercisePurp_en_dummy Q06_HealthyDietPurp_en
#> 1 Frequently 1 Frequently
#> 2 Frequently 1 Occasionally
#> 3 Frequently 1 Occasionally
#> 4 Occasionally 2 Occasionally
#> 5 Occasionally 2 Occasionally
#> 6 Frequently 1 Occasionally
#> Q06_HealthyDietPurp_en_dummy Q06_OtherPurp_en Q06_OtherPurp_en_dummy
#> 1 1 <NA> NA
#> 2 2 <NA> NA
#> 3 2 <NA> NA
#> 4 2 <NA> NA
#> 5 2 Occasionally 2
#> 6 2 Frequently 1
#> Q06_ProtectionPurp_en Q06_ProtectionPurp_en_dummy Q06_RelaxPurp_en
#> 1 Frequently 1 Occasionally
#> 2 Frequently 1 Occasionally
#> 3 Never 4 Rarely
#> 4 Occasionally 2 Frequently
#> 5 Frequently 1 Occasionally
#> 6 Frequently 1 Frequently
#> Q06_RelaxPurp_en_dummy Q06_SleepPurp_en Q06_SleepPurp_en_dummy
#> 1 2 Occasionally 2
#> 2 2 Frequently 1
#> 3 3 Occasionally 2
#> 4 1 Frequently 1
#> 5 2 Occasionally 2
#> 6 1 Frequently 1
#> Q06_SocialisePurp_en Q06_SocialisePurp_en_dummy Q06_SupplementsPurp_en
#> 1 Occasionally 2 Frequently
#> 2 Rarely 3 Frequently
#> 3 Occasionally 2 Never
#> 4 Occasionally 2 Rarely
#> 5 Occasionally 2 Occasionally
#> 6 Frequently 1 Rarely
#> Q06_SupplementsPurp_en_dummy Q06_WorkLifeBalancePurp_en
#> 1 1 Occasionally
#> 2 1 Frequently
#> 3 4 Occasionally
#> 4 3 Frequently
#> 5 2 Occasionally
#> 6 3 Frequently
#> Q06_WorkLifeBalancePurp_en_dummy Q07_Test_Criteria_en
#> 1 2 Accurate;Cheap;Quick
#> 2 1 Accurate;Cheap;SocialSecurity
#> 3 2 Accurate;Cheap;SocialSecurity
#> 4 1 Accurate;NoPain;SocialSecurity
#> 5 2 Accurate;Cheap;Quick
#> 6 1 Accurate;Cheap;OnlineCriteria
#> Q07_Test_Criteria_Spec_en Q08_Take_Test_en Q09a_Test_Reason_en
#> 1 <NA> Definitely Respond
#> 2 <NA> Definitely Information;Prepare
#> 3 <NA> Probably Information;LearnRisk
#> 4 <NA> Definitely LearnRisk;Prepare
#> 5 <NA> Definitely Information;Respond
#> 6 <NA> Definitely Information;Respond
#> Q09a_Test_Reason_Spec_en Q09b_Test_Nonpreventable_en Q09c_No_Test_en
#> 1 <NA> DefYes <NA>
#> 2 <NA> ProbablyYes <NA>
#> 3 <NA> DefYes <NA>
#> 4 <NA> ProbablyYes <NA>
#> 5 <NA> ProbablyYes <NA>
#> 6 <NA> ProbablyYes <NA>
#> Q09c_OtherReason_Spec_en Q10_FamilyFriends_en Q10_FamilyFriends_en_dummy
#> 1 <NA> Likely 2
#> 2 <NA> DefYes 1
#> 3 <NA> DefYes 1
#> 4 <NA> Unlikely 3
#> 5 <NA> Unlikely 3
#> 6 <NA> Likely 2
#> Q10_Library_en Q10_Library_en_dummy Q10_LifestyleChange_en
#> 1 DefYes 1 DefYes
#> 2 DefYes 1 DefYes
#> 3 Likely 2 Unlikely
#> 4 DefYes 1 Likely
#> 5 DefYes 1 DefYes
#> 6 DefYes 1 DefYes
#> Q10_LifestyleChange_en_dummy Q10_Plan_en Q10_Plan_en_dummy Q10_ProfessHelp_en
#> 1 1 Unlikely 3 DefYes
#> 2 1 DefYes 1 DefYes
#> 3 3 Unlikely 3 Unlikely
#> 4 2 DefYes 1 DefYes
#> 5 1 DefYes 1 DefYes
#> 6 1 DefYes 1 DefYes
#> Q10_ProfessHelp_en_dummy Q10_TestReactionSpec_en Q11_BrainStimuli_en
#> 1 1 <NA> AlreadyDo
#> 2 1 Cry VeryLikely
#> 3 3 <NA> Likely
#> 4 1 <NA> AlreadyDo
#> 5 1 <NA> VeryLikely
#> 6 1 <NA> VeryLikely
#> Q11_BrainStimuli_en_dummy Q11_EatHealthy_en Q11_EatHealthy_en_dummy
#> 1 3 VeryLikely 1
#> 2 1 VeryLikely 1
#> 3 2 Likely 2
#> 4 3 VeryLikely 1
#> 5 1 VeryLikely 1
#> 6 1 VeryLikely 1
#> Q11_ExcerciseMore_en Q11_ExcerciseMore_en_dummy Q11_ImprSleepingHabits_en
#> 1 VeryLikely 1 Likely
#> 2 VeryLikely 1 VeryLikely
#> 3 Likely 2 VeryLikely
#> 4 VeryLikely 1 VeryLikely
#> 5 VeryLikely 1 VeryLikely
#> 6 VeryLikely 1 VeryLikely
#> Q11_ImprSleepingHabits_en_dummy Q11_MoreCulture_en Q11_MoreCulture_en_dummy
#> 1 2 Likely 2
#> 2 1 Likely 2
#> 3 1 Likely 2
#> 4 1 VeryLikely 1
#> 5 1 VeryLikely 1
#> 6 1 Likely 2
#> Q11_MoreRelax_en Q11_MoreRelax_en_dummy Q11_MoreSocial_en
#> 1 Likely 2 Likely
#> 2 VeryLikely 1 Likely
#> 3 VeryLikely 1 Likely
#> 4 Likely 2 Likely
#> 5 VeryLikely 1 VeryLikely
#> 6 VeryLikely 1 <NA>
#> Q11_MoreSocial_en_dummy Q11_NoAlcohol_en Q11_NoAlcohol_en_dummy
#> 1 2 VeryLikely 1
#> 2 2 VeryLikely 1
#> 3 2 Unlikely 4
#> 4 2 Likely 2
#> 5 1 VeryLikely 1
#> 6 NA Likely 2
#> Q11_NoSmoking_en Q11_NoSmoking_en_dummy Q11_OtherChanges_en
#> 1 VeryLikely 1 <NA>
#> 2 VeryLikely 1 <NA>
#> 3 VeryLikely 1 <NA>
#> 4 AlreadyDo 3 <NA>
#> 5 VeryLikely 1 VeryLikely
#> 6 AlreadyDo 3 <NA>
#> Q11_OtherChanges_en_dummy Q11_OtherChanges_Spec_en
#> 1 NA <NA>
#> 2 NA <NA>
#> 3 NA <NA>
#> 4 NA <NA>
#> 5 1 <NA>
#> 6 NA <NA>
#> Q12_MotivateChange_Category_en Q12_OtherChangeMotivation_Spec_en
#> 1 Diagnose;PersonalAdvice;WorseMemory <NA>
#> 2 Diagnose;Family;FamilySupport <NA>
#> 3 Family;FamilySupport;WorseMemory <NA>
#> 4 Family;ImpactKnown;WorseMemory <NA>
#> 5 Diagnose;WorseMemory <NA>
#> 6 Affordable;ImpactKnown;WorseMemory <NA>
#> Q13_NoChange_Motivation_en Q13_SpecifyNoMotivation_Spec_en
#> 1 GiveupHobby;NotHelp;NoTime <NA>
#> 2 Alone;GiveupHobby;StartNoFun <NA>
#> 3 NoInfo;NoMotivation;NotHelp <NA>
#> 4 NotHelp;NoTime <NA>
#> 5 NoInfo <NA>
#> 6 Expensive;NoInfo;NotHelp <NA>
#> Q14_ChangeAssistance_en Q14_OtherAssistance_Spec_en Q15_FreetestAuth_en
#> 1 Checkup;GP;SupportFamily <NA> Unknown
#> 2 Checkup;GP;MobileApp <NA> Yes
#> 3 GP;GroupSupport <NA> Yes
#> 4 Checkup;GP;SupportFamily <NA> No
#> 5 Checkup;GP;SupportFamily <NA> Yes
#> 6 Checkup;SupportFamily <NA> Yes
#> Q15_FreetestAuth_en_dummy Q15_InformAuth_en Q15_InformAuth_en_dummy
#> 1 3 Yes 1
#> 2 1 Yes 1
#> 3 1 Yes 1
#> 4 2 Yes 1
#> 5 1 Yes 1
#> 6 1 Yes 1
#> Q15_InsAuth_en Q15_InsAuth_en_dummy Q15_RelaxAuth_en Q15_RelaxAuth_en_dummy
#> 1 Yes 1 Yes 1
#> 2 Yes 1 Yes 1
#> 3 No 2 Yes 1
#> 4 Unknown 3 Yes 1
#> 5 Yes 1 Yes 1
#> 6 Yes 1 Yes 1
#> Q15_SubsAuth_en Q15_SubsAuth_en_dummy Q15_TaxAuth_en Q15_TaxAuth_en_dummy
#> 1 Yes 1 Yes 1
#> 2 Yes 1 Yes 1
#> 3 Yes 1 Yes 1
#> 4 Yes 1 Unknown 3
#> 5 Unknown 3 No 2
#> 6 Yes 1 Yes 1
#> Q16_BrainHealthSpec_en Q16_BrainHealthSpec_en_dummy Q16_GP_en
#> 1 GreatExtent 1 GreatExtent
#> 2 GreatExtent 1 GreatExtent
#> 3 GreatExtent 1 Neutral
#> 4 GreatExtent 1 Neutral
#> 5 Neutral 2 GreatExtent
#> 6 GreatExtent 1 Neutral
#> Q16_GP_en_dummy Q16_HealthAuthWebsites_en Q16_HealthAuthWebsites_en_dummy
#> 1 1 GreatExtent 1
#> 2 1 GreatExtent 1
#> 3 2 GreatExtent 1
#> 4 2 Neutral 2
#> 5 1 GreatExtent 1
#> 6 2 Neutral 2
#> Q16_Newspaper_en Q16_Newspaper_en_dummy Q16_OnlineForum_en
#> 1 Neutral 2 Neutral
#> 2 GreatExtent 1 NotatAll
#> 3 NotatAll 3 Neutral
#> 4 NotatAll 3 Neutral
#> 5 Neutral 2 GreatExtent
#> 6 Neutral 2 Neutral
#> Q16_OnlineForum_en_dummy Q16_PublicResearch_en Q16_PublicResearch_en_dummy
#> 1 2 Neutral 2
#> 2 3 GreatExtent 1
#> 3 2 Neutral 2
#> 4 2 Neutral 2
#> 5 1 Neutral 2
#> 6 2 GreatExtent 1
#> Q16_ScientificJournals_en Q16_ScientificJournals_en_dummy Q16_SocialMedia_en
#> 1 GreatExtent 1 NotatAll
#> 2 GreatExtent 1 Neutral
#> 3 GreatExtent 1 Neutral
#> 4 Neutral 2 NotatAll
#> 5 Neutral 2 NotatAll
#> 6 GreatExtent 1 NotatAll
#> Q16_SocialMedia_en_dummy Q16_TVRadio_en Q16_TVRadio_en_dummy
#> 1 3 Neutral 2
#> 2 2 Neutral 2
#> 3 2 GreatExtent 1
#> 4 3 NotatAll 3
#> 5 3 Neutral 2
#> 6 3 Neutral 2
#> Q17_BrainResearch_Part_en Q18_Age_en Q18_Age_en_dummy Q19_Residence_en
#> 1 No 41-60 3 Slovenia
#> 2 Yes 41-60 3 USA
#> 3 No 26-40 2 Slovenia
#> 4 Yes 26-40 2 Denmark
#> 5 No 26-40 2 Slovenia
#> 6 No 41-60 3 Slovenia
#> Q19_Residence_en_dummy Q20_Sex_en Q20_Sex_en_dummy Q21_Education_Coded_en
#> 1 153 Male 2 GradSchool
#> 2 179 Female 1 GradSchool
#> 3 153 Male 2 GradSchool
#> 4 45 Female 1 GradSchool
#> 5 153 Male 2 GradSchool
#> 6 153 Male 2 GradSchool
#> Q21_Education_Coded_en_dummy Q22_Relationship_Status_en
#> 1 5 DomesticPartner
#> 2 5 DomesticPartner
#> 3 5 Single
#> 4 5 DomesticPartner
#> 5 5 Unmarried
#> 6 5 DomesticPartner
#> Q22_Relationship_Status_en_dummy Q23_Vocation_categories_en
#> 1 3 Employed
#> 2 3 Stay-at-home
#> 3 1 Employed
#> 4 3 Employed
#> 5 2 Employed
#> 6 3 Employed
#> Q24_Exp_HealthCare_en Q25_Cognitive_Health_en Q26_Emotional_Health_en
#> 1 Yes Average Average
#> 2 No AboveAverage AboveAverage
#> 3 No Average Average
#> 4 Yes AboveAverage Excellent
#> 5 Yes Average Average
#> 6 No Average Average
#> Q27_Illness_en Q28_BrainDisease_Care_en
#> 1 No Yes
#> 2 Yes Yes
#> 3 No Yes
#> 4 No Yes
#> 5 No No
#> 6 No No