Behavioral Risk Factor Surveillance System 2022 // brfss2022

BRFSS 2022. Largest continuously running US health-behaviors telephone survey (~400k respondents/year), state-stratified. Tracks chronic disease, preventive care, smoking, alcohol, BMI and access to care.

数据来源:Centers for Disease Control and Prevention (CDC) · 版本:2022 · 更新:2023-09 · 官方页面

常用研究方向

Behavioral Risk Factor Surveillance System 2022 共收录 325 个变量——其中常被用作因变量的 6 个、用作核心自变量的 5 个、用作控制变量的 12 个。本数据集常见的研究方向包括:BMI by income and education、Mental health and cost barriers to care。

BMI by income and education:因变量 _BMI5,核心自变量 INCOME3EDUCA,建议控制 _AGE80SEXVAR_RACE1

Mental health and cost barriers to care:因变量 MENTHLTH,核心自变量 MEDCOST1,建议控制 _AGE80SEXVAR_RACE1

复杂抽样设计 · svyset 参数

抽样权重 (pweight)_LLCPWT
初级抽样单位 PSU_PSU
抽样层 strata_STSTR
来源BRFSS 2022 Codebook Report (CDC) — Complex Sampling Weights section

Stata svyset 命令:

svyset _PSU [pweight=_LLCPWT] strata(_STSTR)

注:BRFSS 自 2011 起使用 _LLCPWT (raking) 替代 _FINALWT;svyset _PSU [pweight=_LLCPWT], strata(_STSTR).

variables · 变量清单(325 个)

变量名标签类型/角色数据文件说明 · 关键词
SEQNOSequence Number
Annual Sequence Number
identifier / identifiermainUnique respondent identifier within year
idsequence
_STATEState
State (FIPS Code)
categorical / controlmainFIPS state code
statefipsgeography
_LLCPWTFinal Weight
Final Landline+Cell Weight
continuous / controlmainIterative-proportional-fitting weight; required for population estimates
weight
_PSUPSU
Primary Sampling Unit
identifier / controlmainPrimary sampling unit; required for variance estimation
psucluster
_AGE80Imputed Age (capped 80)
Imputed Age (years, capped at 80)
continuous / controlmainImputed age in years, top-coded at 80
age
SEXVARSex
Sex of Respondent
binary / controlmainSex of respondent
sexgender
_RACE1Race
Race / Ethnicity (Recoded)
categorical / controlmainComputed race-ethnicity category
raceethnicity
EDUCAEducation
Highest Education Completed
ordinal / iv,controlmainHighest grade or year of school completed
educationschooling
INCOME3Annual Household Income
Annual Household Income (banded)
ordinal / iv,controlmainBanded household income
incomehousehold
_BMI5BMI
Body Mass Index (computed)
continuous / dv,iv,controlmainComputed BMI from self-reported weight/height (× 100)
bmiobesityweight
_RFHYPE6Hypertension Risk
Adults with High Blood Pressure (Risk)
binary / dvmainHas been told blood pressure is high
hypertensionblood pressure
DIABETE4Diabetes
Ever Told: Diabetes
binary / dvmainEver told by a doctor you have diabetes
diabetes
_SMOKER3Smoker Status
Computed Smoker Status (4-cat)
categorical / iv,controlmainComputed smoking status
smokingtobacco
GENHLTHGeneral Health
Self-rated General Health
ordinal / dvmainWould you say your general health is…
healthself-rated
MENTHLTHMental Health Days
Number of Days Mental Health Not Good (last 30)
continuous / dvmainDays in past 30 mental health was not good (0-30)
mental healthdepression
EXERANY2Any Exercise
Any Physical Activity in Last 30 Days
binary / iv,controlmainDid you participate in any physical activity in the past month
exerciseactivityphysical
MEDCOST1Cost Barrier to Care
Could Not See Doctor due to Cost (last 12 months)
binary / dv,controlmainWas there a time you needed to see a doctor but could not because of cost?
costaccessuninsured
FMONTHFile Monthcategorical
IDATEInterview Datecontinuous
IMONTHInterview Monthcategorical
IDAYInterview Daycontinuous
IYEARInterview Yearcontinuous
DISPCODEFinal Dispositioncategorical
CTELENM1Correct telephone number?categorical
PVTRESD1Private Residence?categorical
COLGHOUSDo you live in college housing?categorical
STATERE1Resident of Statecategorical
CELPHON1Cellular Telephonecategorical
LADULT1Are you 18 years of age or older?categorical
COLGSEX1Are you male or female?categorical
NUMADULTNumber of Adults in Householdcategorical
LANDSEX1Are you male or female?continuous
NUMMENNumber of Adult men in Householdcategorical
NUMWOMENNumber of Adult women in Householdcategorical
RESPSLCTRespondent selectioncategorical
SAFETIMESafe time to talkcategorical
CTELNUM1Correct Phone Number?categorical
CELLFON5Is this a cell phone?categorical
CADULT1Are you 18 years of age or older?categorical
CELLSEX1Are you male or female?categorical
PVTRESD3Do you live in a private residence?categorical
CCLGHOUSDo you live in college housing?categorical
CSTATE1Do you currently live in ____(state)____?categorical
LANDLINEDo you also have a landline telephone?categorical
HHADULTNumber of Adults in Householdcontinuous
PHYSHLTHNumber of Days Physical Health Not Goodcontinuous
POORHLTHPoor Physical or Mental Healthcontinuous
PRIMINSRWhat is Primary Source of Health Insurance?categorical
PERSDOC3Have Personal Health Care Provider?categorical
CHECKUP1Length of time since last routine checkupcategorical
SLEPTIM1How Much Time Do You Sleepcontinuous
LASTDEN4Last Visited Dentist or Dental Cliniccategorical
RMVTETH4Number of Permanent Teeth Removedcategorical
CVDINFR4Ever Diagnosed with Heart Attackcategorical
CVDCRHD4Ever Diagnosed with Angina or Coronary Heart Diseasecategorical
CVDSTRK3Ever Diagnosed with a Strokecategorical
ASTHMA3Ever Told Had Asthmacategorical
ASTHNOWStill Have Asthmacategorical
CHCSCNC1(Ever told) (you had) skin cancer that is not melanoma?categorical
CHCOCNC1(Ever told) (you had) melanoma or any other types of cancer?categorical
CHCCOPD3Ever told you had C.O.P.D. emphysema or chronic bronchitis?categorical
ADDEPEV3(Ever told) you had a depressive disordercategorical
CHCKDNY2Ever told you have kidney disease?categorical
HAVARTH4Told Had Arthritiscategorical
MARITALMarital Statuscategorical
RENTHOM1Own or Rent Homecategorical
NUMHHOL4Household Landline Telephonescategorical
VETERAN3Are You A Veterancategorical
EMPLOY1Employment Statuscategorical
CHILDRENNumber of Children in Householdcontinuous
PREGNANTPregnancy Statuscategorical
WEIGHT2Reported Weight in Poundscontinuous
HEIGHT3Reported Height in Feet and Inchescontinuous
DEAFAre you deaf or do you have serious difficulty hearing?categorical
BLINDBlind or Difficulty seeingcategorical
DECIDEDifficulty Concentrating or Rememberingcategorical
DIFFWALKDifficulty Walking or Climbing Stairscategorical
DIFFDRESDifficulty Dressing or Bathingcategorical
DIFFALONDifficulty Doing Errands Alonecategorical
HADMAMHave You Ever Had a Mammogramcategorical
HOWLONGHow Long since Last Mammogramcategorical
CERVSCRNHave you ever had a cervical cancer screening test?categorical
CRVCLCNCTime since last cervical cancer screening testcategorical
CRVCLPAPHave a PAP test and recent cervical cancer screeningcategorical
CRVCLHPVHave an H.P.V. test and recent cervical cancer screeningcategorical
HADHYST2Had Hysterectomycategorical
HADSIGM4Ever Had Sigmoidoscopy/Colonoscopycategorical
COLNSIGMEver had a colonoscopy, sigmoidoscopy, or bothcategorical
COLNTES1How long since you had colonoscopycategorical
SIGMTES1How long since you had sigmoidoscopycategorical
LASTSIG4Time Since Last Sigmoidoscopy/Colonoscopycategorical
COLNCNCREver had any other kind of test for colorectal cancercategorical
VIRCOLO1Ever had a virtual colonoscopycategorical
VCLNTES2How long since you had virtual colonoscopycategorical
SMALSTOLEver had stool test?categorical
STOLTESTHow long since you had stool test?categorical
STOOLDN2Ever had stool DNA test?categorical
BLDSTFITWas test part of Cologuard test?categorical
SDNATES1How long since you had stool DNAcategorical
SMOKE100Smoked at Least 100 Cigarettescategorical
SMOKDAY2Frequency of Days Now Smokingcategorical
USENOW3Use of Smokeless Tobacco Productscategorical
ECIGNOW2Do you now use e-cigarettes, or vaping products every day, some days, or not at all?categorical
LCSFIRSTHow old when you first started smoking?continuous
LCSLASTHow old when you last smoked?continuous
LCSNUMCGOn average, how many cigarettes do you smoke each day?continuous
LCSCTSC1Did you have a CT or CAT scan?categorical
LCSSCNCRWere any CT or CAT scans done to check for lung cancer?categorical
LCSCTWHNWhen did you have your most recent CT or CAT scan?categorical
ALCDAY4Days in past 30 had alcoholic beveragecontinuous
AVEDRNK3Avg alcoholic drinks per day in past 30continuous
DRNK3GE5Binge Drinkingcontinuous
MAXDRNKSMost drinks on single occasion past 30 dayscontinuous
FLUSHOT7Adult flu shot/spray past 12 moscategorical
FLSHTMY3When did you receive your most recent seasonal flu shot/spray?continuous
PNEUVAC4Pneumonia shot evercategorical
TETANUS1Received Tetanus Shot Since 2005?categorical
HIVTST7Ever tested H.I.V.categorical
HIVTSTD3Month and Year of Last HIV Testcontinuous
HIVRISK5Do Any High Risk Situations Applycategorical
COVIDPOSHave you ever been told you tested positive for COVID 19?categorical
COVIDSMPHave an 3 month or longer covid symptoms?categorical
COVIDPRMWhich was the primary symptom that you experienced?categorical
PDIABTS1When was your last blood test for high blood sugar?categorical
PREDIAB2Ever been told by a doctor or other health professional that you have pre-diabetes or borderline diabetes?categorical
DIABTYPEWhat type of diabetes do you have?categorical
INSULIN1Now Taking Insulincategorical
CHKHEMO3Times Checked for Glycosylated Hemoglobincontinuous
EYEEXAM1Last Eye Exam Where Pupils Were Dilatedcategorical
DIABEYE1When was the last time a they took a photo of the back of your eye?categorical
DIABEDU1When was the last time you took a course or class in how to manage your diabetes?categorical
FEETSOREEver Had Feet Sores or Irritations Lasting More Than Four Weekscategorical
TOLDCFSTold had Chronic Fatigue Syndrome (CFS) or (Myalgic Encephalomyelitis) MEcontinuous
HAVECFSStill have Chronic Fatigue Syndrome or Myalgic Encephalomyelitiscontinuous
WORKCFSHow many hours a week are you been able to workcontinuous
IMFVPLA3Where did you get your last flu shot/vaccine?categorical
HPVADVC4Have you ever had an H.P.V. vaccination?categorical
HPVADSHTHow many HPV shots did you receive?continuous
SHINGLE2Have you ever had the shingles or zoster vaccine?categorical
COVIDVA1Received at least one COVID-19 vaccinationcategorical
COVACGETWill you get COVID-19 vaccination?categorical
COVIDNU1Number of COVID-19 vaccinations receivedcategorical
COVIDINTIntend to get COVID-19 vaccinationcategorical
COVIDFS1Month/Year of first COVID-19 vaccinationcontinuous
COVIDSE1Month/Year of second COVID-19 vaccinationcontinuous
COPDCOGHDid you have a cough?categorical
COPDFLEMDid you cough up phlegm?categorical
COPDBRTHDid you have shortness of breath?categorical
COPDBTSTHave you ever been given a breathing test?categorical
COPDSMOKHow many years have you smoked tobacco products?continuous
CNCRDIFFHow Many Types of Cancer?categorical
CNCRAGEAge Told Had Cancercontinuous
CNCRTYP2Type of Cancercategorical
CSRVTRT3Currently Receiving Treatment for Cancercategorical
CSRVDOC1What Type of Doctor Provides Majority of Your Carecategorical
CSRVSUMDid You Receive a Summary of Cancer Treatments Receivedcategorical
CSRVRTRNEver Receive Instructions From A Doctor For Follow-Up Check-Upscategorical
CSRVINSTInstructions Written or Printedcategorical
CSRVINSRDid Health Insurance Pay For All Of Your Cancer Treatmentcategorical
CSRVDEINEver Denied Insurance Coverage Because Of Your Cancer?categorical
CSRVCLINParticipate In Clinical Trial As Part Of Cancer Treatment?categorical
CSRVPAINCurrently Have Physical Pain From Cancer Or Treatment?categorical
CSRVCTL2Is Pain Under Control?categorical
PSATEST1Ever Had PSA Testcategorical
PSATIME1Time Since Most Recent PSA Testcategorical
PCPSARS2What was the MAIN reason you had this PSA test?categorical
PSASUGSTWho first suggested this PSA test?categorical
PCSTALK1Did you talk about the advantages or disadvantages of P.S.A. testcategorical
CIMEMLOSHave you experienced confusion or memory loss that is happening more often or is getting worse?categorical
CDHOUSEGiven up day-to-day chores due to confusion or memory losscategorical
CDASSISTNeed assistance with day-to_day activities due to confusion or memory losscategorical
CDHELPWhen you need help with day-to-day activities are you able to get itcategorical
CDSOCIALDoes confusion or memory loss interfere with work or social activitiescategorical
CDDISCUSHave you discussed your confusion or memory loss with a health care professional?categorical
CAREGIV1Provided regular care for family or friendcategorical
CRGVREL4Relationship Of Person To Whom You Are Giving Care?categorical
CRGVLNG1How Long Provided Care For Person.categorical
CRGVHRS1How Many Hours Do You Provide Care For Person?categorical
CRGVPRB3What Is The Major Health Problem, Illness, Disability For Care For Person?categorical
CRGVALZDDoes Person Being Cared For Have Alzheimer´s Disease?categorical
CRGVPER1Managed personal carecategorical
CRGVHOU1Managed household taskscategorical
CRGVEXPTDo you expect to have a relative you will need to provide care for?categorical
ACEDEPRSLive With Anyone Depressed, Mentally Ill, Or Suicidal?categorical
ACEDRINKLive With a Problem Drinker/Alcoholic?categorical
ACEDRUGSLive With Anyone Who Used Illegal Drugs or Abused Prescriptions?categorical
ACEPRISNLive With Anyone Who Served TIme in Prison or Jail?categorical
ACEDIVRCWere Your Parents Divorced/Seperated?categorical
ACEPUNCHHow Often Did Your Parents Beat Each Other Up?categorical
ACEHURT1How Often Did A Parent Physically Hurt You In Any Way?categorical
ACESWEARHow Often Did A Parent Swear At You?categorical
ACETOUCHHow Often Did Anyone Ever Touch You Sexually?categorical
ACETTHEMHow Often Did Anyone Make You Touch Them Sexually?categorical
ACEHVSEXHow Often Did Anyone Ever Force You to Have Sex?categorical
ACEADSAFDid an adult make you feel safe and protectedcategorical
ACEADNEDDid an adult make sure basic needs were metcategorical
LSATISFYSatisfaction with lifecategorical
EMTSUPRTHow often get emotional support neededcategorical
SDHISOLTHow often do you feel socially isolated from others?categorical
SDHEMPLYHave you lost employment or had hours reduced?categorical
FOODSTMPDuring the past 12 months have you received food stampscategorical
SDHFOOD1How often did the food that you bought not last, and you didn’t have money to get more?categorical
SDHBILLSWere you not able to pay your bills?categorical
SDHUTILSWere you not able to pay utility bills or threatened to lose service?categorical
SDHTRNSPHas a lack of reliable transportation kept you from appointments, meetings, work, or getting things neededcategorical
SDHSTRE1How often have you felt this kind of stress?categorical
MARIJAN1During the past 30 days, on how many days did you use marijuana or hashish?continuous
MARJSMOKDid you smoke marijuana or cannabis?categorical
MARJEATDid you eat marijuana or cannabis?categorical
MARJVAPEDid you vape marijuana or cannabis?categorical
MARJDABDid you dab marijuana or cannabis?categorical
MARJOTHRDid you use marijuana or cannabis some other way?categorical
LASTSMK2Interval Since Last Smokedcategorical
STOPSMK2Stopped Smoking in past 12 monthscategorical
MENTCIGSDo you usually smoke menthol cigarettes?categorical
MENTECIGDo you usually use menthol e-cigarettes?categorical
HEATTBCOHave you heard of heated tobacco products?categorical
ASBIALCHAsked during checkup if you drink alchoholcategorical
ASBIDRNKAsked in person or by form how much you drink?categorical
ASBIBINGAsked whether you drank [5 FOR MEN /4 FOR WOMEN] or more alcoholic drinks on an occasion?categorical
ASBIADVCOffered advice about what level of drinking is harmful or risky?categorical
ASBIRDUCWere you advised to reduce or quit your drinking?categorical
FIREARM5Any Firearms in Homecategorical
GUNLOADAny Firearms Loadedcategorical
LOADULK2Any Loaded Firearms Also Unlockedcategorical
RCSGEND1Gender of childcategorical
RCSXBRTHChild´s sex at birthcategorical
RCSRLTN2Relationship to childcategorical
CASTHDX2Hlth pro ever said child has asthmacategorical
CASTHNO2Child still have asthma?categorical
BIRTHSEXAre you male or female?categorical
SOMALESexual orientationcategorical
SOFEMALESexual orientationcategorical
TRNSGNDRDo you consider yourself to be transgender?categorical
HADSEXHave you have sexual intercourse?categorical
PFPPRVN4Did you do anything to keep from getting pregnant?categorical
TYPCNTR9What did you do to keep you from getting pregnant?categorical
BRTHCNT4Are You Doing Anything to Keep From Getting Pregnant?categorical
WHEREGETWhere did you get what you used to prevent pregnancy?categorical
NOBCUSE8What was main reason for not doing anything to keep you from getting pregnant?categorical
BCPREFERWhat is your preferred birth control method?categorical
RRCLASS3How do other people usually classify you in this country?categorical
RRCOGNT2How often do you think about your race?categorical
RRTREATWere you treated worse than, the same, or better than people of other races?categorical
RRATWRK2How do you feel you were treated at work compared to people of other races in past 12 months?categorical
RRHCARE4When seeking health care past 12 months, was experience worse, same, better than people of other races?categorical
RRPHYSM2Times past 30 days felt physical symptoms because of treatment due to your racecategorical
QSTVERQuestionnaire Version Identifiercategorical
QSTLANGLanguage identifiercategorical
_METSTATMetropolitan Statuscategorical
_URBSTATUrban/Rural Statuscategorical
MSCODEMetropolitan Status Codecategorical
_STSTRSample Design Stratification Variablecontinuous
_STRWTStratum weightcontinuous
_RAWRAKERaw weighting factor used in rakingcontinuous
_WT2RAKEDesign weight use in rakingcontinuous
_IMPRACEImputed race/ethnicity valuecategorical
_CHISPNCChild Hispanic, Latino/a, or Spanish origin calculated variablecategorical
_CRACE2Child Non-Hispanic Race including Multiracialcontinuous
_CPRACE2Preferred Child Race Categoriescontinuous
CAGEGFour level child agecontinuous
_CLLCPWTFinal child weight: Land-line and Cell-Phone datacontinuous
_DUALUSEDual Phone Use Categoriescategorical
_DUALCORDual Phone Use Correction Factorcontinuous
_LLCPWT2Truncated design weight used in adult combined land line and cell phone rakingcontinuous
_RFHLTHAdults with good or better healthcontinuous
_PHYS14DComputed Physical Health Statuscategorical
_MENT14DComputed Mental Health Statuscategorical
_HLTHPLNHave any health insurancecontinuous
_HCVU652Respondents aged 18-64 with health insurancecontinuous
_TOTINDALeisure Time Physical Activity Calculated Variablecontinuous
_EXTETH3Adults aged 18+ that have had permanent teeth extractedcontinuous
_ALTETH3Adults aged 65+ who have had all their natural teeth extractedcontinuous
_DENVST3Adults that have visited a dentist, dental hygenist or dental clinic within the past yearcontinuous
_MICHDEver had CHD or MIcontinuous
_LTASTH1Lifetime Asthma Calculated Variablecontinuous
_CASTHM1Current Asthma Calculated Variablecontinuous
_ASTHMS1Computed Asthma Statuscontinuous
_DRDXAR2Respondents diagnosed with arthritiscontinuous
_PRACE2Computed Preferred Racecontinuous
_MRACE2Calculated non-Hispanic Race including multiracialcontinuous
_HISPANCHispanic, Latino/a, or Spanish origin calculated variablecategorical
_RACEG22Create Computed Non-Hispanic Whites/All Others Race Categories Race/Ethnic Group Codes Used In Post-Stratification Variablecontinuous
_RACEGR4Computed Five level race/ethnicity category.continuous
_RACEPR1Computed race groups used for internet prevalence tablescontinuous
_SEXCalculated sex variablecontinuous
_AGEG5YRReported age in five-year age categories calculated variablecontinuous
_AGE65YRReported age in two age groups calculated variablecontinuous
_AGE_GImputed age in six groupscontinuous
HTIN4Computed Height in Inchescontinuous
HTM4Computed Height in Meterscontinuous
WTKG3Computed Weight in Kilogramscontinuous
_BMI5CATComputed body mass index categoriescontinuous
_RFBMI5Overweight or obese calculated variablecontinuous
_CHLDCNTComputed number of children in householdcontinuous
_EDUCAGComputed level of education completed categoriescontinuous
_INCOMG1Computed income categoriescontinuous
_RFMAM22Women respondents aged 40+ who have had a mammogram in the past two yearscontinuous
_MAM5023Women respondents aged 50-74 that have had a mammogram in the past two yearscontinuous
_HADCOLNHad colonoscopy calculated variablecontinuous
_CLNSCP1Respondents aged 45-75 who have had a colonoscopy within the past ten yearscontinuous
_HADSIGMHad sigmoidoscopy calculated variablecontinuous
_SGMSCP1Respondents aged 45-75 who have had a sigmoidoscopy within the past five yearscontinuous
_SGMS101Respondents aged 45-75 who have had a sigmoidoscopy within the past ten yearscontinuous
_RFBLDS5Respondents aged 45-75 who have had a stool test within the past yearcontinuous
_STOLDN1Respondents aged 45-75 who have had a stool DNA test within the past three yearscontinuous
_VIRCOL1Respondents aged 45-75 who have had a virtual colonoscopy within the past five yearscontinuous
_SBONTI1Respondents aged 45-75 who have had a sigmoidoscopy within the past ten years and a blood stool test in the past yearcontinuous
_CRCREC2Respondents aged 45-75 who have fully met the USPSTF recommendationscontinuous
_RFSMOK3Current Smoking Calculated Variablecontinuous
_CURECI2Current E-cigarette User Calculated Variablecontinuous
_YRSSMOKNumber of years smoked cigarettescontinuous
_PACKDAYNumber of packs of cigarettes smoked per daycontinuous
_PACKYRSYears smoked reported packs per daycontinuous
_YRSQUITNumber of years since quit smoking cigarettescontinuous
_SMOKGRPSmoking Groupcontinuous
_LCSRECLung cancer screening recommendation statuscontinuous
DRNKANY6Drink any alcoholic beverages in past 30 dayscontinuous
DROCDY4_Computed drink-occasions-per-daycontinuous
_RFBING6Binge Drinking Calculated Variablecontinuous
_DRNKWK2Computed number of drinks of alcohol beverages per weekcontinuous
_RFDRHV8Heavy Alcohol Consumption Calculated Variablecontinuous
_FLSHOT7Flu Shot Calculated Variablecontinuous
_PNEUMO3Pneumonia Vaccination Calculated Variablecontinuous
_AIDTST4Ever been tested for HIV calculated variablecontinuous

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