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ZIP Code Destiny

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    Chapter 7.2 · The rich person's vice · Report

    Health behaviors, person by person

    Among adults, the share who binged on alcohol in the past month was 13.3% in the lowest of five household income bands and 20.4% in the highest, while smoking, obesity and physical inactivity were each less common in the highest band.

    Every estimate of the chapter with its interval and every figure as a table, generated from the chapter's data files. Table n of this report is figure n of the chapter. The same report as Markdown: report.md.

    Identification

    Title
    Health behaviors, person by person
    Label
    The rich person's vice
    Chapter
    7.2 (Part VII, Health and care; An American life)
    Question
    Do the neighborhood gradients in smoking and drinking hold for individuals once income, race and age are measured person by person?
    Dek
    Among adults, the share who binged on alcohol in the past month was 13.3% in the lowest of five household income bands and 20.4% in the highest, while smoking, obesity and physical inactivity were each less common in the highest band.
    Grain
    individuals
    Status
    published
    Published
    Updated
    not revised
    Data sources
    • BRFSS. CDC Behavioral Risk Factor Surveillance System public-use files, 2014-2024, adults in the 50 states and the District of Columbia; binge drinking asked from 2015; years: 2014-2024; weights: BRFSS final weight with stratum and primary sampling unit (design-based estimates)
    Canonical URL
    https://vishalsingh.org/zipcode/health-behaviors-person-by-person
    Markdown
    https://vishalsingh.org/zipcode/health-behaviors-person-by-person/report.md
    BibTeX
    @misc{singh2026healthbehaviorspersonbyperson,
      author = {Singh, Vishal},
      title = {Health behaviors, person by person},
      year = {2026},
      url = {https://vishalsingh.org/zipcode/health-behaviors-person-by-person},
      note = {In ZIP Code Destiny. Published 9 October 2026.}
    }

    Principal estimates

    The facts the dek and the opening prose cite, in order of appearance. Every fact is in the table of all estimates below.

    EstimandPopulationPeriodValueIntervalnWeightsSourceFact id
    design-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the lowest of five household income bands: binge drinking in the past 30 daysBRFSS 2015-202413.3%95% CI 13.0% to 13.5%450,791 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSSbinge_poor
    design-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the highest of five household income bands: binge drinking in the past 30 daysBRFSS 2015-202420.4%95% CI 20.3% to 20.6%1,254,573 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSSbinge_rich
    design-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the highest of five household income bands: current cigarette smokingBRFSS 2014-20248.5%95% CI 8.4% to 8.6%1,392,590 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSSsmoke_rich
    design-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the highest of five household income bands: obesity (BMI 30 or more, self-reported height and weight)BRFSS 2014-202428.4%95% CI 28.3% to 28.6%1,365,694 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSSobese_rich
    design-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the highest of five household income bands: no leisure-time physical activity in the past 30 daysBRFSS 2014-202413.6%95% CI 13.5% to 13.7%1,411,844 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSSinactive_rich
    design-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalWhite non-Hispanic adults in the 50 states and the District of Columbia: binge drinking in the past 30 daysBRFSS 2015-20248.695% CI 8.3 to 8.91,319,140 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSSrace_gap_white
    design-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalHispanic adults in the 50 states and the District of Columbia: binge drinking in the past 30 daysBRFSS 2015-202410.395% CI 9.3 to 11.2119,344 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSSrace_gap_hisp
    design-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalBlack non-Hispanic adults in the 50 states and the District of Columbia: binge drinking in the past 30 daysBRFSS 2015-20240.595% CI −0.3 to 1.2120,974 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSSrace_gap_black
    definition: the smallest number of respondents behind any published cellthe smallest number of respondents behind any published cell2014-202430none (definition)BRFSScell_floor

    Findings

    The share of adults who binged on alcohol in the past month was 13.3% (95% CI 13.0% to 13.5%)13.3% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 13.0% to 13.5%n450,791 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the lowest of five household income bands: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS in the lowest of five household income bands and 20.4% (95% CI 20.3% to 20.6%)20.4% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 20.3% to 20.6%n1,254,573 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the highest of five household income bands: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS in the highest. Current smoking, obesity and physical inactivity were each lower in the highest band, at 8.5%8.5% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 8.4% to 8.6%n1,392,590 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the highest of five household income bands: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS, 28.4%28.4% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 28.3% to 28.6%n1,365,694 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the highest of five household income bands: obesity (BMI 30 or more, self-reported height and weight)PeriodBRFSS 2014-2024SourceBRFSS and 13.6%13.6% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 13.5% to 13.7%n1,411,844 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the highest of five household income bands: no leisure-time physical activity in the past 30 daysPeriodBRFSS 2014-2024SourceBRFSS. The estimates come from the Behavioral Risk Factor Surveillance System (BRFSS), a telephone survey that CDC runs with state health departments, pooled over survey years from 2014 to 2024.[1] The rise in binge drinking is an average over groups that differ. The difference between the highest band and the lowest is 8.68.6 percentage points of adults, higher in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 8.3 to 8.9n1,319,140 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationWhite non-Hispanic adults in the 50 states and the District of Columbia: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS points among non-Hispanic White adults, 10.310.3 percentage points of adults, higher in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 9.3 to 11.2n119,344 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationHispanic adults in the 50 states and the District of Columbia: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS among Hispanic adults and 0.5 (95% CI −0.3 to 1.2)0.5 percentage points of adults, higher in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI −0.3 to 1.2n120,974 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationBlack non-Hispanic adults in the 50 states and the District of Columbia: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS among non-Hispanic Black adults.

    The BRFSS files also hold interviews in Guam, Puerto Rico and the Virgin Islands. They are outside every estimate in this chapter, which describes adults in the states and the District of Columbia.

    Chapter 7.1, Health behaviors and the supply of care follows the same behaviors across census tracts with modeled estimatesModeled estimateA figure produced by a statistical model instead of a direct count or measurement, usually for small areas where direct data are thin, borrowing strength from surveys, neighboring areas or other data. Neighboring areas can share errors, so single extremes call for caution., and a tract value cannot show whether the adults who drink in a tract are the ones with high incomes (ecological inferenceEcological inferenceDrawing conclusions about individuals from data about places or groups. A pattern across counties need not hold for the people inside them.). A survey that asks each adult about drinking and household income can. The cost is place, because BRFSS locates a respondent by state and, for some respondents, by metro status, and nowhere finer. Every estimate below is a share of respondents weighted with the survey's survey weightsSurvey weightsNumbers attached to survey respondents that say how many people in the population each one represents, so that results describe the whole population and not only the people who answered., and every 95% interval uses the survey's strata and sampling units. No cell rests on fewer than 3030 count in a definitionEstimanddefinition: the smallest number of respondents behind any published cellWeightsnone (definition)Populationthe smallest number of respondents behind any published cellPeriod2014-2024SourceBRFSS respondents, and no respondent-level row is published.

    Binge drinking rises with household income while smoking, obesity and inactivity fall

    A binge is 55 count in a definitionEstimanddefinition: drinks on one occasion that make a binge for menWeightsnone (definition)Populationdrinks on one occasion that make a binge for menPeriod2014-2024SourceBRFSS or more drinks on one occasion for a man, or 44 count in a definitionEstimanddefinition: drinks on one occasion that make a binge for womenWeightsnone (definition)Populationdrinks on one occasion that make a binge for womenPeriod2014-2024SourceBRFSS or more for a woman, at least once in the past 3030 count in a definitionEstimanddefinition: days in the period the binge drinking question coversWeightsnone (definition)Populationdays in the period the binge drinking question coversPeriod2014-2024SourceBRFSS days.[2] The question is in the survey from 2015, so binge estimates cover 1010 survey yearsEstimanddefinition: the binge drinking question is in the files from 2015Weightsnone (count)PopulationBRFSS public-use filesPeriod2015-2024SourceBRFSS years and the other measures cover 1111 survey yearsEstimanddefinition: survey years 2014 to 2024Weightsnone (count)PopulationBRFSS public-use filesPeriod2014-2024SourceBRFSS.

    The pooled file holds 4,790,7424,790,742 respondentsEstimandcount of interviews in the public-use filesWeightsnone (count)Populationadults in the 50 states and the District of ColumbiaPeriod2014-2024SourceBRFSS interviews with adults in the states and the District of Columbia. The binge drinking estimates by income band rest on 3,336,6773,336,677 respondentsEstimandcount of respondents behind the five binge drinking estimates by income bandWeightsnone (count)Populationadults in the 50 states and the District of Columbia with an income band and an answer to the binge drinking questionPeriodBRFSS 2015-2024SourceBRFSS of them, because the question was not asked in 2014 and some adults gave no income.

    Across the 55 income bandsEstimanddefinition: five bands common to all yearsWeightsnone (count)Populationhousehold income bands used in the chapterPeriod2014-2024SourceBRFSS income bands the share of adults who binged rises at every step, from 13.3% (95% CI 13.0% to 13.5%)13.3% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 13.0% to 13.5%n450,791 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the lowest of five household income bands: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS in the lowest band to 20.4% (95% CI 20.3% to 20.6%)20.4% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 20.3% to 20.6%n1,254,573 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the highest of five household income bands: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS in the highest, a difference of 7.2 (95% CI 6.9 to 7.5)7.2 percentage points of adults, higher in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 6.9 to 7.5n1,705,364 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the highest and lowest of five household income bands: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS points (Table 1).

    The other three behaviors fall at every step. Current smokers, adults who have smoked at least 100100 count in a definitionEstimanddefinition: the lifetime cigarettes that make a smokerWeightsnone (definition)Populationthe lifetime cigarettes that make a smokerPeriod2014-2024SourceBRFSS cigarettes in their lives and now smoke every day or some days,[1] are 25.7% (95% CI 25.4% to 25.9%)25.7% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 25.4% to 25.9%n531,816 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the lowest of five household income bands: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS of adults in the lowest band and 8.5% (95% CI 8.4% to 8.6%)8.5% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 8.4% to 8.6%n1,392,590 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the highest of five household income bands: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS in the highest, a difference of 17.2 (95% CI 16.9 to 17.4)17.2 percentage points of adults, lower in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 16.9 to 17.4n1,924,406 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the highest and lowest of five household income bands: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS points.

    Obesity, a body mass index of 3030 count in a definitionEstimanddefinition: the body mass index at which an adult counts as obeseWeightsnone (definition)Populationthe body mass index at which an adult counts as obesePeriod2014-2024SourceBRFSS or more from self-reported height and weight, goes from 36.0%36.0% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 35.7% to 36.3%n512,939 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the lowest of five household income bands: obesity (BMI 30 or more, self-reported height and weight)PeriodBRFSS 2014-2024SourceBRFSS to 28.4%28.4% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 28.3% to 28.6%n1,365,694 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the highest of five household income bands: obesity (BMI 30 or more, self-reported height and weight)PeriodBRFSS 2014-2024SourceBRFSS, a difference of 7.6 (95% CI 7.2 to 7.9)7.6 percentage points of adults, lower in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 7.2 to 7.9n1,878,633 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the highest and lowest of five household income bands: obesity (BMI 30 or more, self-reported height and weight)PeriodBRFSS 2014-2024SourceBRFSS points. The share who did no leisure-time physical activity in the past month goes from 38.2%38.2% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 37.9% to 38.5%n537,736 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the lowest of five household income bands: no leisure-time physical activity in the past 30 daysPeriodBRFSS 2014-2024SourceBRFSS to 13.6%13.6% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 13.5% to 13.7%n1,411,844 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the highest of five household income bands: no leisure-time physical activity in the past 30 daysPeriodBRFSS 2014-2024SourceBRFSS, a difference of 24.6 (95% CI 24.3 to 24.9)24.6 percentage points of adults, lower in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 24.3 to 24.9n1,949,580 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the highest and lowest of five household income bands: no leisure-time physical activity in the past 30 daysPeriodBRFSS 2014-2024SourceBRFSS points.

    The lowest band is household income under $20,000$20,000 dollars of annual household incomeEstimanddefinition: income band edgeWeightsnone (definition)Populationupper limit of the lowest income bandPeriod2014-2024SourceBRFSS a year and the highest is $75,000$75,000 dollars of annual household incomeEstimanddefinition: income band edgeWeightsnone (definition)Populationlower limit of the highest income bandPeriod2014-2024SourceBRFSS or more. BRFSS recorded income in eight categories through 2020 and in eleven from 2021, which split the top category, so the five bands merge the categories that did not change and keep the highest band whole across the break. The bands are in nominal dollars, and the highest band held 30.2%30.2% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% interval; share in the highest of five bands (bands are in nominal dollars)Interval95% CI 29.9% to 30.5%n386,053 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who reported a household income bandPeriod2014SourceBRFSS of the respondents who gave an income in 2014 and 46.1%46.1% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% interval; share in the highest of five bands (bands are in nominal dollars)Interval95% CI 45.7% to 46.4%n364,440 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who reported a household income bandPeriod2024SourceBRFSS in 2024.

    Part of that shift is a step at the 2021 change in the question, when the lowest band went from 15.8%15.8% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% interval; share in the lowest of five bands (bands are in nominal dollars)Interval95% CI 15.4% to 16.1%n316,015 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who reported a household income bandPeriod2020SourceBRFSS of respondents who gave an income in 2020 to 11.8%11.8% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% interval; share in the lowest of five bands (bands are in nominal dollars)Interval95% CI 11.6% to 12.1%n338,675 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who reported a household income bandPeriod2021SourceBRFSS in 2021, a larger one-year drop than in any earlier year. A further 19.4% (95% CI 19.3% to 19.5%)19.4% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% interval; the share who did not know or refused to give a household income, or left it blankInterval95% CI 19.3% to 19.5%n4,790,742 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of ColumbiaPeriodBRFSS 2014-2024SourceBRFSS of adults did not know their household income or declined to give it, and they are not in any band.

    For 2021 to 2024 the highest band can be divided into four, and the second view of Table 1 shows them. Across those four bands binge drinking rises from 18.2% (95% CI 17.8% to 18.6%)18.2% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 17.8% to 18.6%n184,694 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the $75,000 to $99,999 band: binge drinking in the past 30 daysPeriodBRFSS 2021-2024SourceBRFSS to 22.1% (95% CI 21.5% to 22.6%)22.1% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 21.5% to 22.6%n93,005 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the $200,000 or more band: binge drinking in the past 30 daysPeriodBRFSS 2021-2024SourceBRFSS and smoking falls from 9.7%9.7% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 9.4% to 10.0%n189,175 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the $75,000 to $99,999 band: current cigarette smokingPeriodBRFSS 2021-2024SourceBRFSS to 4.3%4.3% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 4.0% to 4.6%n95,390 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the $200,000 or more band: current cigarette smokingPeriodBRFSS 2021-2024SourceBRFSS. Obesity falls most between the two highest bands, from 30.1%30.1% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 29.5% to 30.8%n88,636 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the $150,000 to $199,999 band: obesity (BMI 30 or more, self-reported height and weight)PeriodBRFSS 2021-2024SourceBRFSS to 23.2%23.2% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 22.7% to 23.8%n94,433 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the $200,000 or more band: obesity (BMI 30 or more, self-reported height and weight)PeriodBRFSS 2021-2024SourceBRFSS.

    A rise in drinking with income appears in surveys from other settings. A review of studies of socioeconomic status and alcohol concluded that people of higher status drink similar or greater amounts, while people of lower status bear more of the consequences.[3] In a national survey of 2001 and 2002, the prevalence of alcohol abuse by the DSM-IV definition rose with income while alcohol dependence fell with it. The abuse result came from the hazardous use criterion, mostly driving after drinking.[4] BRFSS measures the quantity drunk on one occasion and does not measure consequences, so it cannot say who bears the harm.

    The rise holds within age, education and state, not among non-Hispanic Black adults

    Adults in different income bands differ in age, schooling and race, so a rise across pooled bands could come from who is in the bands. Table 2 repeats the comparison inside groups. In each of four age groups the rate is higher in the highest band than in the lowest, by 10.2 (95% CI 9.4 to 11.0)10.2 percentage points of adults, higher in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 9.4 to 11.0n151,901 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia ages 18 to 29: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS points at ages 1818 count in a definitionEstimanddefinition: the youngest age in the survey and in the youngest groupWeightsnone (definition)Populationthe youngest age in the survey and in the youngest groupPeriod2014-2024SourceBRFSS to 2929 count in a definitionEstimanddefinition: the oldest age in the youngest groupWeightsnone (definition)Populationthe oldest age in the youngest groupPeriod2014-2024SourceBRFSS and by 2.6 (95% CI 2.3 to 2.9)2.6 percentage points of adults, higher in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 2.3 to 2.9n475,202 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia ages 65 and older: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS points at 6565 count in a definitionEstimanddefinition: the youngest age in the oldest groupWeightsnone (definition)Populationthe youngest age in the oldest groupPeriod2014-2024SourceBRFSS and older. In the oldest group the rate goes from 4.4%4.4% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 4.2% to 4.6%n163,483 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia ages 65 and older in the lowest of five household income bands: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS to 6.9%6.9% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 6.7% to 7.1%n311,719 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia ages 65 and older in the highest of five household income bands: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS. Within each education level the rate also rises with income, by 12.7 (95% CI 11.1 to 14.2)12.7 percentage points of adults, higher in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 11.1 to 14.2n102,750 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who did not finish high school: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS points among adults who did not finish high school and 3.5 (95% CI 2.9 to 4.1)3.5 percentage points of adults, higher in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 2.9 to 4.1n859,753 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who graduated from college or technical school: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS among college graduates.

    The education lines cross. In the lowest band, college graduates binge more often than adults who did not finish high school (15.2%15.2% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 14.6% to 15.8%n60,504 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who graduated from college or technical school in the lowest of five household income bands: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS against 11.7%11.7% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 11.3% to 12.2%n89,482 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who did not finish high school in the lowest of five household income bands: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS), and in the highest band less often (18.7%18.7% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 18.5% to 18.8%n799,249 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who graduated from college or technical school in the highest of five household income bands: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS against 24.4%24.4% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 23.0% to 26.0%n13,268 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who did not finish high school in the highest of five household income bands: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS). At a given income, then, schooling does not move binge drinking in one direction, and a single measure of socioeconomic status that combined income and schooling would hide the crossing.

    The race and ethnicity tab shows a rise that is not shared by every group. Among White non-Hispanic adults the rate goes from 13.0%13.0% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 12.8% to 13.3%n275,676 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationWhite non-Hispanic adults in the lowest of five household income bands: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS to 21.7%21.7% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 21.5% to 21.8%n1,043,464 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationWhite non-Hispanic adults in the highest of five household income bands: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS, a difference of 8.6 (95% CI 8.3 to 8.9)8.6 percentage points of adults, higher in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 8.3 to 8.9n1,319,140 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationWhite non-Hispanic adults in the 50 states and the District of Columbia: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS points, and among Hispanic adults the difference is 10.3 (95% CI 9.3 to 11.2)10.3 percentage points of adults, higher in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 9.3 to 11.2n119,344 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationHispanic adults in the 50 states and the District of Columbia: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS points. Among multiracial non-Hispanic adults it is 5.5 (95% CI 3.7 to 7.3)5.5 percentage points of adults, higher in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 3.7 to 7.3n35,796 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationmultiracial non-Hispanic adults in the 50 states and the District of Columbia: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS points.

    Among Black non-Hispanic adults the rate is 13.3%13.3% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 12.8% to 13.8%n61,641 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationBlack non-Hispanic adults in the lowest of five household income bands: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS in the lowest band and 13.8%13.8% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 13.2% to 14.3%n59,333 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationBlack non-Hispanic adults in the highest of five household income bands: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS in the highest, a difference of 0.5 (95% CI −0.3 to 1.2)0.5 percentage points of adults, higher in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI −0.3 to 1.2n120,974 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationBlack non-Hispanic adults in the 50 states and the District of Columbia: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS points whose interval includes zero. Among adults of another race, non-Hispanic, the difference is 1.0 (95% CI 0.0 to 2.1)1.0 percentage points of adults, higher in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 0.0 to 2.1n86,080 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults of another race, non-Hispanic in the 50 states and the District of Columbia: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS points.

    The pooled difference of 7.27.2 percentage points of adults, higher in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 6.9 to 7.5n1,705,364 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the highest and lowest of five household income bands: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS points therefore averages groups in which the rise is large with groups in which it is absent or small, so the pattern behind this chapter's label belongs to White, Hispanic and multiracial adults. The survey cannot say why the groups differ. The review cited above lists race and ethnicity among the factors that moderate the link between socioeconomic status and alcohol use.[3]

    The rise is also not the product of a few states. Comparing the highest band with the lowest within each state, the difference in binge drinking is above zero in 5151 states and the District of ColumbiaEstimandcount of jurisdictions where the binge drinking rate is higher in the highest income band than in the lowestWeightsnone (count)Populationthe 50 states and the District of ColumbiaPeriodBRFSS 2015-2024SourceBRFSS of the 5151 states and the District of ColumbiaEstimandcount of jurisdictions in the analysisWeightsnone (count)Populationthe 50 states and the District of ColumbiaPeriod2014-2024SourceBRFSSNoteGuam, Puerto Rico and the Virgin Islands are in the BRFSS files and outside the analysis. jurisdictions, the states and the District of Columbia, and its interval is above zero in 5151 states and the District of ColumbiaEstimandcount of jurisdictions where the 95% interval of that difference is above zeroWeightsnone (count)Populationthe 50 states and the District of ColumbiaPeriodBRFSS 2015-2024SourceBRFSS (Table 3). It runs from 2.7 (95% CI 1.6 to 3.7)2.7 percentage points of adults, higher in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% interval; the jurisdiction with the smallest differenceInterval95% CI 1.6 to 3.7n46,474 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in Utah: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS points in Utah to 13.1 (95% CI 10.7 to 15.5)13.1 percentage points of adults, higher in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% interval; the jurisdiction with the largest differenceInterval95% CI 10.7 to 15.5n18,026 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the District of Columbia: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS points in the District of Columbia.

    The smoking difference is below zero, with an interval below zero, in 5151 states and the District of ColumbiaEstimandcount of jurisdictions where the 95% interval of the smoking difference (highest minus lowest income band) is below zeroWeightsnone (count)Populationthe 50 states and the District of ColumbiaPeriodBRFSS 2014-2024SourceBRFSS as well, from 9.1 (95% CI 8.2 to 9.9)9.1 percentage points of adults, lower in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% interval; the jurisdiction with the smallest differenceInterval95% CI 8.2 to 9.9n51,083 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in California: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS points lower in California to 29.9 (95% CI 27.2 to 32.6)29.9 percentage points of adults, lower in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% interval; the jurisdiction with the largest differenceInterval95% CI 27.2 to 32.6n21,314 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in Alaska: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS points lower in Alaska. In the tract regressions of Chapter 7.1, Health behaviors and the supply of care, Maryland is the one state with a negative estimate for binge drinking, and its interval includes zero. Among Maryland's respondents the difference is 5.7 (95% CI 4.4 to 6.9)5.7 percentage points of adults, higher in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 4.4 to 6.9n68,318 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in Maryland: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS points.

    The difference is positive in each of the 1010 survey yearsEstimanddefinition: the binge drinking question is in the files from 2015Weightsnone (count)PopulationBRFSS public-use filesPeriod2015-2024SourceBRFSS survey years from 2015 to 2024, with an interval above zero in 1010 survey yearsEstimandcount of survey years in which the 95% interval of the binge drinking difference (highest minus lowest income band) is above zeroWeightsnone (count)Populationadults in the 50 states and the District of ColumbiaPeriodBRFSS 2015-2024SourceBRFSS of them. The yearly differences run from 6.7 (95% CI 5.8 to 7.7)6.7 percentage points of adults, higher in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% interval; the survey year with the smallest differenceInterval95% CI 5.8 to 7.7n182,498 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia, survey year 2024: binge drinking in the past 30 daysPeriod2024SourceBRFSS points in 2024 to 8.3 (95% CI 7.3 to 9.2)8.3 percentage points of adults, higher in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% interval; the survey year with the largest differenceInterval95% CI 7.3 to 9.2n164,332 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia, survey year 2022: binge drinking in the past 30 daysPeriod2022SourceBRFSS points in 2022, and those two intervals overlap. The difference is also similar on either side of the 2021 change in the income question, at 7.3 (95% CI 6.9 to 7.6)7.3 percentage points of adults, higher in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% interval; before and after BRFSS changed its income question in 2021Interval95% CI 6.9 to 7.6n1,024,361 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the highest and lowest of five household income bands: binge drinking in the past 30 daysPeriod2015-2020SourceBRFSS points for 2015 to 2020 and 7.5 (95% CI 7.0 to 8.0)7.5 percentage points of adults, higher in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% interval; before and after BRFSS changed its income question in 2021Interval95% CI 7.0 to 8.0n681,003 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the highest and lowest of five household income bands: binge drinking in the past 30 daysPeriod2021-2024SourceBRFSS points for 2021 to 2024.

    Men binge drink more than women in every income band, by about the same number of points

    Men's binge drinking rate rises from 18.3%18.3% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 17.9% to 18.7%n170,518 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are men in the lowest of five household income bands: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS in the lowest band to 24.3%24.3% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 24.1% to 24.5%n657,924 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are men in the highest of five household income bands: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS in the highest, and women's rises from 9.7%9.7% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 9.4% to 9.9%n280,085 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are women in the lowest of five household income bands: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS to 15.8%15.8% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 15.6% to 16.0%n596,461 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are women in the highest of five household income bands: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS (Table 4).

    The difference between men and women is between 8.5 (95% CI 8.2 to 8.8)8.5 percentage points of adults, higher among men than among womenEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 8.2 to 8.8n1,254,385 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the income band with the smallest difference: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS and 9.2 (95% CI 8.7 to 9.6)9.2 percentage points of adults, higher among men than among womenEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 8.7 to 9.6n613,943 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the income band with the largest difference: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS points in every band, so the lines stay about the same distance apart. As both rates rise by a similar number of points, the ratio of men's rate to women's falls from 1.9 (95% CI 1.8 to 2.0)1.9 ratio of rates, men to womenEstimandratio of two weighted shares from different groups of respondents, log-scale interval from the two standard errors in quadratureInterval95% CI 1.8 to 2.0n450,603 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the lowest of five household income bands: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS in the lowest band to 1.5 (95% CI 1.5 to 1.6)1.5 ratio of rates, men to womenEstimandratio of two weighted shares from different groups of respondents, log-scale interval from the two standard errors in quadratureInterval95% CI 1.5 to 1.6n1,254,385 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the highest of five household income bands: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS in the highest, and stays above one.

    Obesity shows a different pattern by sex. Women are more often obese than men in the lowest band, by 8.6 (95% CI 8.0 to 9.2)8.6 percentage points of adults, higher among women than among menEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 8.0 to 9.2n512,756 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the lowest of five household income bands: obesity (BMI 30 or more, self-reported height and weight)PeriodBRFSS 2014-2024SourceBRFSS points (39.7%39.7% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 39.4% to 40.1%n314,114 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are women in the lowest of five household income bands: obesity (BMI 30 or more, self-reported height and weight)PeriodBRFSS 2014-2024SourceBRFSS against 31.1%31.1% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 30.7% to 31.6%n198,642 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are men in the lowest of five household income bands: obesity (BMI 30 or more, self-reported height and weight)PeriodBRFSS 2014-2024SourceBRFSS). They are less often obese in the highest band, by 5.6 (95% CI 5.2 to 5.9)5.6 percentage points of adults, higher among men than among womenEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 5.2 to 5.9n1,365,521 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the highest of five household income bands: obesity (BMI 30 or more, self-reported height and weight)PeriodBRFSS 2014-2024SourceBRFSS points (25.3%25.3% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 25.1% to 25.6%n631,594 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are women in the highest of five household income bands: obesity (BMI 30 or more, self-reported height and weight)PeriodBRFSS 2014-2024SourceBRFSS against 30.9%30.9% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 30.7% to 31.1%n733,927 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are men in the highest of five household income bands: obesity (BMI 30 or more, self-reported height and weight)PeriodBRFSS 2014-2024SourceBRFSS), as women's rate falls across the bands and men's does not. Smoking falls with income for both sexes and the difference narrows, from 6.7 (95% CI 6.2 to 7.2)6.7 percentage points of adults, higher among men than among womenEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 6.2 to 7.2n531,613 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the lowest of five household income bands: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS points in the lowest band to 2.9 (95% CI 2.7 to 3.1)2.9 percentage points of adults, higher among men than among womenEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 2.7 to 3.1n1,392,389 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia in the highest of five household income bands: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS in the highest.

    The slope with income differs by behavior and, for obesity, by sex

    Table 5 sets the rate in the highest band against the rate in the lowest for six measures, separately for women and men. Binge drinking is the only measure that is higher in the highest band, and it is higher by 6.0 (95% CI 5.6 to 6.5)6.0 percentage points of adults, richest minus poorest of five income bandsEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 5.6 to 6.5n828,442 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are men: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS points for men and 6.2 (95% CI 5.8 to 6.5)6.2 percentage points of adults, richest minus poorest of five income bandsEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 5.8 to 6.5n876,546 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are women: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS for women, a difference between the sexes of 0.1 (95% CI −0.4 to 0.7)0.1 percentage points, women's difference between the highest and the lowest income band minus men'sEstimanddifference between the women's and the men's income-band differences; standard errors added in quadrature (disjoint groups of respondents)Interval95% CI −0.4 to 0.7n1,704,988 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia: binge drinking in the past 30 daysPeriodBRFSS 2015-2024SourceBRFSS points whose interval includes zero.

    For obesity the difference is −14.4 (95% CI −14.8 to −13.9)−14.4 percentage points of adults, richest minus poorest of five income bandsEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI −14.8 to −13.9n945,708 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are women: obesity (BMI 30 or more, self-reported height and weight)PeriodBRFSS 2014-2024SourceBRFSS points for women and −0.2 (95% CI −0.7 to 0.3)−0.2 percentage points of adults, richest minus poorest of five income bandsEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI −0.7 to 0.3n932,569 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are men: obesity (BMI 30 or more, self-reported height and weight)PeriodBRFSS 2014-2024SourceBRFSS for men, and the men's interval includes zero. The women's difference is 14.2 (95% CI 13.5 to 14.8)14.2 percentage points steeper for women than for men (richest minus poorest band, women's difference minus men's, sign reversed)Estimanddifference between the women's and the men's income-band differences; standard errors added in quadrature (disjoint groups of respondents)Interval95% CI 13.5 to 14.8n1,878,277 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia: obesity (BMI 30 or more, self-reported height and weight)PeriodBRFSS 2014-2024SourceBRFSS points steeper than the men's.

    Smoking is steeper for men, with a difference of −19.7 (95% CI −20.1 to −19.3)−19.7 percentage points of adults, richest minus poorest of five income bandsEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI −20.1 to −19.3n928,501 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are men: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS points against −15.9 (95% CI −16.2 to −15.6)−15.9 percentage points of adults, richest minus poorest of five income bandsEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI −16.2 to −15.6n995,501 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are women: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS for women, which is 3.8 (95% CI 3.2 to 4.3)3.8 percentage points steeper for men than for women (richest minus poorest band, women's difference minus men's)Estimanddifference between the women's and the men's income-band differences; standard errors added in quadrature (disjoint groups of respondents)Interval95% CI 3.2 to 4.3n1,924,002 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS points steeper. For fair or poor health the two differences are close, at −29.7−29.7 percentage points of adults, richest minus poorest of five income bandsEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI −30.2 to −29.3n952,294 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are men: fair or poor self-rated healthPeriodBRFSS 2014-2024SourceBRFSS for men and −30.6−30.6 percentage points of adults, richest minus poorest of five income bandsEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI −31.0 to −30.3n1,023,026 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are women: fair or poor self-rated healthPeriodBRFSS 2014-2024SourceBRFSS for women.

    Reviews of the literature report an inverse association between socioeconomic status and obesity in high-income countries,[5, 6] and the earlier of the two found it most clearly among women.[5] The survey shows the same sex difference for income in the United States over 2014 to 2024. The obesity rate of men is nearly the same in the lowest and highest bands, and the rate of women is not.

    Smoking separates by education and, between the sexes, by race and ethnicity

    The smoking rate is highest among adults with the least schooling and the lowest income, and the table of rates by schooling and income shows a row in which the rate falls least with income (Table 6). Among adults who did not finish high school the rate is 28.0%28.0% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 27.5% to 28.5%n107,166 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who did not finish high school in the lowest of five household income bands: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS in the lowest band and 23.2%23.2% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 21.9% to 24.5%n15,060 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who did not finish high school in the highest of five household income bands: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS in the highest, a difference of 4.8 (95% CI 3.4 to 6.2)4.8 percentage points of adults, lower in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 3.4 to 6.2n122,226 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who did not finish high school: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS points, and it does not fall at every step.

    Among college graduates it goes from 13.6%13.6% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 13.1% to 14.1%n70,037 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who graduated from college or technical school in the lowest of five household income bands: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS to 4.4%4.4% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 4.4% to 4.5%n885,429 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who graduated from college or technical school in the highest of five household income bands: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS, a difference of 9.1 (95% CI 8.7 to 9.6)9.1 percentage points of adults, lower in the highest income bandEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 8.7 to 9.6n955,466 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who graduated from college or technical school: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS points. Across all incomes the rate is 24.7%24.7% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 24.4% to 25.0%n301,438 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who did not finish high school: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS among adults who did not finish high school and 5.8%5.8% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 5.8% to 5.9%n1,783,216 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who graduated from college or technical school: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS among college graduates.

    Men smoke more than women, 16.5%16.5% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 16.4% to 16.6%n2,049,062 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are men: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS of men against 12.8%12.8% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 12.7% to 12.9%n2,492,615 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are women: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS of women, but the difference depends on race and ethnicity (Table 7). It is 1.7 (95% CI 1.6 to 1.9)1.7 percentage points of adults, higher among men than among womenEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 1.6 to 1.9n3,452,292 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationWhite non-Hispanic adults: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS points among White non-Hispanic adults and 8.1 (95% CI 7.7 to 8.5)8.1 percentage points of adults, higher among men than among womenEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 7.7 to 8.5n346,545 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationHispanic adults: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS among Hispanic adults, with Black non-Hispanic adults at 7.0 (95% CI 6.5 to 7.4)7.0 percentage points of adults, higher among men than among womenEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 6.5 to 7.4n345,930 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationBlack non-Hispanic adults: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS, adults of another race, non-Hispanic, at 5.9 (95% CI 5.4 to 6.4)5.9 percentage points of adults, higher among men than among womenEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 5.4 to 6.4n215,106 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults of another race, non-Hispanic: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS and multiracial non-Hispanic adults at 3.3 (95% CI 2.2 to 4.4)3.3 percentage points of adults, higher among men than among womenEstimanddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalInterval95% CI 2.2 to 4.4n93,285 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationmultiracial non-Hispanic adults: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS.

    Across the five groups, men's rates run from 13.5% (95% CI 13.1% to 14.0%)13.5% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% interval; the lowest rate of the five race and ethnicity groupsInterval95% CI 13.1% to 14.0%n107,849 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are men and of another race, non-Hispanic: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS to 21.9% (95% CI 21.2% to 22.7%)21.9% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% interval; the highest rate of the five race and ethnicity groupsInterval95% CI 21.2% to 22.7%n44,344 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are men and multiracial non-Hispanic: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS and women's from 7.6% (95% CI 7.4% to 7.9%)7.6% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% interval; the lowest rate of the five race and ethnicity groupsInterval95% CI 7.4% to 7.9%n185,066 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are women and Hispanic: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS to 18.6% (95% CI 17.9% to 19.4%)18.6% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% interval; the highest rate of the five race and ethnicity groupsInterval95% CI 17.9% to 19.4%n48,941 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are women and multiracial non-Hispanic: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS, with multiracial non-Hispanic adults highest for both sexes. Women's rates differ more across groups than men's, so the size of the difference follows the women's rates.

    White women smoke at 14.5%14.5% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 14.4% to 14.6%n1,898,894 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are women and White non-Hispanic: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS and Hispanic women at 7.6%7.6% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 7.4% to 7.9%n185,066 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are women and Hispanic: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS, against 16.3%16.3% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 16.1% to 16.4%n1,553,398 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are men and White non-Hispanic: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS and 15.8%15.8% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% intervalInterval95% CI 15.4% to 16.1%n161,479 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who are men and Hispanic: current cigarette smokingPeriodBRFSS 2014-2024SourceBRFSS for men. Men's rate is above women's in all 2525 cellsEstimandcount of cells: five groups by five income bandsWeightsnone (count)Populationrace and ethnicity by income band cellsPeriodBRFSS 2014-2024SourceBRFSS cells of race and ethnicity by income band, with an interval above zero in 2525 cellsEstimandcount of cells where the 95% interval of the smoking difference between men and women is above zeroWeightsnone (count)Populationrace and ethnicity by income band cellsPeriodBRFSS 2014-2024SourceBRFSS.

    Cross-national work describes the difference between the sexes in smoking as a stage in the spread of cigarettes, which reach men before women.[7, 8] The pattern across groups here fits that account, but one survey period cannot show a diffusion over time.

    Evidence on whether income changes drinking and smoking

    What these data cannot show

    Every measure in this chapter is reported by the respondent in a telephone interview, so the estimates describe what adults say. Respondents may under-report their drinking and their weight, and the data cannot show whether that differs by income, sex or race. The 2024 survey year is provisional. The intervals reflect the survey's sampling design and weights. They do not cover the adults who could not be reached or declined to take part, or the 19.4%19.4% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% interval; the share who did not know or refused to give a household income, or left it blankInterval95% CI 19.3% to 19.5%n4,790,742 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of ColumbiaPeriodBRFSS 2014-2024SourceBRFSS of adults who gave no household income and are left out of every band.

    The data are a repeated cross-section, not a panel. A person in the highest band and a person in the lowest are different people, so the gradients say how behavior differs across incomes and not how it changes when one person's income changes. The bands are household income in nominal dollars, not adjusted for household size or for prices. The highest band holds 46.1%46.1% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% interval; share in the highest of five bands (bands are in nominal dollars)Interval95% CI 45.7% to 46.4%n364,440 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who reported a household income bandPeriod2024SourceBRFSS of respondents who gave an income in 2024 against 30.2%30.2% percent of adultsEstimanddesign-based weighted share of respondents, Taylor-linearized 95% interval; share in the highest of five bands (bands are in nominal dollars)Interval95% CI 29.9% to 30.5%n386,053 respondentsWeightsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalPopulationadults in the 50 states and the District of Columbia who reported a household income bandPeriod2014SourceBRFSS in 2014, and part of that shift is a step at the 2021 change in the income question, so pooling the years mixes survey years with different bands. The binge drinking difference between the highest band and the lowest is similar before and after that change. Income, age, schooling and race are related. The age, education and race and ethnicity panels compare within one of them at a time and only for binge drinking, and the other figures are not age-adjusted.

    The groups are those BRFSS defines. The Hispanic group may be of any race, and the other-race group combines populations whose drinking and smoking differ. Binge drinking is a measure of quantity on one occasion, and a person who binges once in a month is counted with a person who binges every week. BRFSS locates respondents by state and, for some respondents, by metro status, which is missing for a large share of respondents and is not used here, so the results say nothing about neighborhoods. The person-level results here and the tract-level results of Chapter 7.1, Health behaviors and the supply of care come from different measures, survey responses in one and modeled estimates in the other, so neither confirms the other. Whether the drinking measured here relates to the alcohol-related deaths mapped in Chapter 8.2, Overdose, alcohol and suicide is outside what BRFSS can show.

    Tables

    Table 1. Binge drinking rose from 13.3% to 20.4% of adults across the five income bands while smoking, obesity and inactivity fell

    Percent of adults in the states and DC with each behavior, by household income band, BRFSS 2015 to 2024 for binge drinking and 2014 to 2024 for the other three, with 95% confidence intervals

    BehaviorIncome bandPercent of adultsLower limit of the 95% intervalUpper limit of the 95% intervalRespondents
    Binge drinkingUnder $20K13.313.013.5450,791
    Binge drinking$20K to $35K14.614.414.8614,141
    Binge drinking$35K to $50K16.215.916.4464,109
    Binge drinking$50K to $75K17.617.417.9553,063
    Binge drinking$75K or more20.420.320.61,254,573
    Binge drinkingUnder $20K12.512.012.9121,580
    Binge drinking$20K to $35K13.813.414.1222,223
    Binge drinking$35K to $50K14.814.415.2176,553
    Binge drinking$50K to $75K16.316.016.6221,026
    Binge drinking$75K to $100K18.217.818.6184,694
    Binge drinking$100K to $150K19.719.420.1193,860
    Binge drinking$150K to $200K21.320.721.887,864
    Binge drinking$200K or more22.121.522.693,005
    Current smokingUnder $20K25.725.425.9531,816
    Current smoking$20K to $35K20.119.920.3707,394
    Current smoking$35K to $50K16.516.216.7529,537
    Current smoking$50K to $75K13.613.413.8624,088
    Current smoking$75K or more8.58.48.61,392,590
    Current smokingUnder $20K23.422.923.9126,031
    Current smoking$20K to $35K18.117.818.5229,441
    Current smoking$35K to $50K14.614.315.0181,626
    Current smoking$50K to $75K12.111.812.4226,612
    Current smoking$75K to $100K9.79.410.0189,175
    Current smoking$100K to $150K7.87.68.1198,439
    Current smoking$150K to $200K6.15.86.489,948
    Current smoking$200K or more4.34.04.695,390
    ObesityUnder $20K36.035.736.3512,939
    Obesity$20K to $35K34.534.234.7687,969
    Obesity$35K to $50K33.433.133.7516,714
    Obesity$50K to $75K33.032.733.2609,779
    Obesity$75K or more28.428.328.61,365,694
    ObesityUnder $20K37.937.338.5121,701
    Obesity$20K to $35K36.836.437.3223,523
    Obesity$35K to $50K35.735.236.2177,690
    Obesity$50K to $75K35.435.035.8222,115
    Obesity$75K to $100K34.033.534.5185,249
    Obesity$100K to $150K33.432.933.8194,989
    Obesity$150K to $200K30.129.530.888,636
    Obesity$200K or more23.222.723.894,433
    No leisure-time physical activityUnder $20K38.237.938.5537,736
    No leisure-time physical activity$20K to $35K32.232.032.5718,497
    No leisure-time physical activity$35K to $50K26.125.826.3536,832
    No leisure-time physical activity$50K to $75K21.120.821.3632,292
    No leisure-time physical activity$75K or more13.613.513.71,411,844
    No leisure-time physical activityUnder $20K39.438.840.0131,164
    No leisure-time physical activity$20K to $35K33.433.033.8238,962
    No leisure-time physical activity$35K to $50K27.226.727.6188,133
    No leisure-time physical activity$50K to $75K21.321.021.7233,764
    No leisure-time physical activity$75K to $100K17.517.117.9194,948
    No leisure-time physical activity$100K to $150K13.513.213.9204,250
    No leisure-time physical activity$150K to $200K10.910.511.492,704
    No leisure-time physical activity$200K or more8.17.78.598,299

    Views: Five income bands, 2014 to 2024 (view = five); Eight income bands, 2021 to 2024 (view = eight).

    Note: Respondents who did not know their household income or declined to give it are left out of the bands, 19.4% of adults. The five bands group the income categories that BRFSS used in every year. The categories are in nominal dollars, so the highest band holds 30.2% of respondents who gave an income in 2014 and 46.1% in 2024, and part of that shift is a step at the 2021 change in the income question.

    Note: Intervals are 95% confidence intervals from the survey's stratum and primary sampling unit (design-based, Taylor linearization). No cell rests on fewer than 30 respondents. The survey is a repeated cross-section of adults in the states and the District of Columbia; Guam, Puerto Rico and the Virgin Islands are not included.

    Note: Every measure is self-reported by telephone. Estimates describe the people who answered, and BRFSS geography stops at the state, so they say nothing about tracts.

    Source: BRFSS 2014-2024 public-use files (binge drinking from 2015), weighted (BRFSS final weight) with design-based intervals

    Data: vishalsingh.org/zipcode/report/health-behaviors-person-by-person/figures/behaviors_by_income.json

    Table 2. The rise in binge drinking with income holds within age groups and education levels and differs by race and ethnicity

    Percent of adults who binged in the past month by household income band within age group, education level, and race and ethnicity, BRFSS 2015 to 2024

    Table 2.1. By age group

    In each age group binge drinking is higher in the highest income band than in the lowest, by 10.2 points at ages 18 to 29 and 65 and older

    Percent of adults who binged in the past month by household income band, four age groups, BRFSS 2015 to 2024

    Age groupIncome bandPercent of adultsLower limit of the 95% intervalUpper limit of the 95% intervalRespondents
    18 to 29Under $20K22.321.723.053,527
    18 to 29$20K to $35K24.724.125.275,758
    18 to 29$35K to $50K26.626.027.355,347
    18 to 29$50K to $75K28.527.929.258,025
    18 to 29$75K or more32.532.033.098,374
    30 to 44Under $20K15.715.216.268,510
    30 to 44$20K to $35K18.417.918.993,637
    30 to 44$35K to $50K21.020.521.674,973
    30 to 44$50K to $75K23.222.723.7102,182
    30 to 44$75K or more25.925.626.2294,181
    45 to 64Under $20K11.311.011.7162,187
    45 to 64$20K to $35K12.612.213.0170,206
    45 to 64$35K to $50K14.113.614.5134,364
    45 to 64$50K to $75K14.514.114.9186,248
    45 to 64$75K or more16.916.717.1540,009
    65 and olderUnder $20K4.44.24.6163,483
    65 and older$20K to $35K4.94.75.1270,018
    65 and older$35K to $50K5.25.05.5195,888
    65 and older$50K to $75K6.05.86.3202,563
    65 and older$75K or more6.96.77.1311,719

    Table 2.2. By education

    Within each education level binge drinking is higher in the highest income band, by 12.7 points for adults who did not finish high school and 3.5 for college graduates

    Percent of adults who binged in the past month by household income band, four education levels, BRFSS 2015 to 2024

    Education levelIncome bandPercent of adultsLower limit of the 95% intervalUpper limit of the 95% intervalRespondents
    Did not finish high schoolUnder $20K11.711.312.289,482
    Did not finish high school$20K to $35K14.714.115.359,975
    Did not finish high school$35K to $50K17.316.318.420,704
    Did not finish high school$50K to $75K20.018.721.512,176
    Did not finish high school$75K or more24.423.026.013,268
    High school graduateUnder $20K12.712.313.1176,340
    High school graduate$20K to $35K14.314.014.6231,398
    High school graduate$35K to $50K16.616.217.0141,970
    High school graduate$50K to $75K18.618.119.0126,631
    High school graduate$75K or more23.322.923.8162,563
    Some collegeUnder $20K15.415.015.9123,117
    Some college$20K to $35K14.814.415.2195,972
    Some college$35K to $50K15.915.516.3153,035
    Some college$50K to $75K17.517.117.8172,120
    Some college$75K or more21.721.322.0278,348
    College graduateUnder $20K15.214.615.860,504
    College graduate$20K to $35K15.314.815.7125,543
    College graduate$35K to $50K15.415.015.8147,709
    College graduate$50K to $75K16.616.316.9241,590
    College graduate$75K or more18.718.518.8799,249

    Table 2.3. By race and ethnicity

    Binge drinking is higher in the highest income band by 8.6 points among non-Hispanic White adults and 10.3 among Hispanic adults, and by 0.5 among non-Hispanic Black adults

    Percent of adults who binged in the past month by household income band, five race and ethnicity groups as BRFSS defines them, BRFSS 2015 to 2024

    Race and ethnicityIncome bandPercent of adultsLower limit of the 95% intervalUpper limit of the 95% intervalRespondents
    White, non-HispanicUnder $20K13.012.813.3275,676
    White, non-Hispanic$20K to $35K13.713.513.9433,459
    White, non-Hispanic$35K to $50K15.815.516.0356,207
    White, non-Hispanic$50K to $75K17.817.518.0446,702
    White, non-Hispanic$75K or more21.721.521.81,043,464
    Black, non-HispanicUnder $20K13.312.813.861,641
    Black, non-Hispanic$20K to $35K13.513.014.158,764
    Black, non-Hispanic$35K to $50K14.914.115.636,009
    Black, non-Hispanic$50K to $75K13.913.214.735,243
    Black, non-Hispanic$75K or more13.813.214.359,333
    Other race, non-HispanicUnder $20K11.710.912.628,856
    Other race, non-Hispanic$20K to $35K12.111.313.030,152
    Other race, non-Hispanic$35K to $50K12.111.213.120,159
    Other race, non-Hispanic$50K to $75K13.012.014.022,237
    Other race, non-Hispanic$75K or more12.712.213.357,224
    Multiracial, non-HispanicUnder $20K15.614.317.112,949
    Multiracial, non-Hispanic$20K to $35K17.216.018.514,072
    Multiracial, non-Hispanic$35K to $50K20.118.521.79,793
    Multiracial, non-Hispanic$50K to $75K19.017.620.410,918
    Multiracial, non-Hispanic$75K or more21.220.122.322,847
    HispanicUnder $20K13.913.314.463,202
    Hispanic$20K to $35K18.017.418.667,969
    Hispanic$35K to $50K20.019.220.935,225
    Hispanic$50K to $75K22.321.323.230,905
    Hispanic$75K or more24.123.424.956,142

    Note: Respondents who did not know their household income or declined to give it are left out of the bands, 19.4% of adults. The five bands group the income categories that BRFSS used in every year. The categories are in nominal dollars, so the highest band holds 30.2% of respondents who gave an income in 2014 and 46.1% in 2024, and part of that shift is a step at the 2021 change in the income question.

    Note: Intervals are 95% confidence intervals from the survey's stratum and primary sampling unit (design-based, Taylor linearization). No cell rests on fewer than 30 respondents. The survey is a repeated cross-section of adults in the states and the District of Columbia; Guam, Puerto Rico and the Virgin Islands are not included.

    Note: Age groups, education levels and race and ethnicity groups are the BRFSS calculated categories. The four education levels are no high school diploma, a high school diploma, some college or technical school, and a college or technical school degree. Race and ethnicity has five groups; the Hispanic group may be of any race.

    Source: BRFSS 2015-2024 public-use files, weighted (BRFSS final weight) with design-based intervals

    Data: vishalsingh.org/zipcode/report/health-behaviors-person-by-person/figures/binge_within_groups.json

    Table 3. Binge drinking is higher in the highest income band than in the lowest in all 51 jurisdictions, and smoking is lower in all 51

    Rate in the highest household income band minus the rate in the lowest, percentage points of adults, by state and the District of Columbia, BRFSS 2015 to 2024 for binge drinking and 2014 to 2024 for smoking

    MeasureStateDifference (points)Lower limit of the 95% intervalUpper limit of the 95% intervalRespondents in the two bands
    Binge drinkingAlabama5.13.86.522,132
    Binge drinkingAlaska4.72.37.118,795
    Binge drinkingArizona5.23.96.637,600
    Binge drinkingArkansas4.32.56.117,920
    Binge drinkingCalifornia6.04.97.045,940
    Binge drinkingColorado6.75.57.944,591
    Binge drinkingConnecticut6.24.97.543,306
    Binge drinkingDelaware7.05.28.815,780
    Binge drinkingDistrict of Columbia13.110.715.518,026
    Binge drinkingFlorida7.56.18.952,789
    Binge drinkingGeorgia5.23.86.627,715
    Binge drinkingHawaii3.62.15.034,030
    Binge drinkingIdaho6.44.78.019,584
    Binge drinkingIllinois6.75.28.125,131
    Binge drinkingIndiana8.57.39.736,284
    Binge drinkingIowa11.29.912.633,575
    Binge drinkingKansas6.55.47.651,800
    Binge drinkingKentucky10.28.711.822,343
    Binge drinkingLouisiana10.69.112.019,904
    Binge drinkingMaine6.34.97.839,103
    Binge drinkingMaryland5.74.46.968,318
    Binge drinkingMassachusetts8.47.09.736,575
    Binge drinkingMichigan8.17.09.338,454
    Binge drinkingMinnesota8.47.49.467,343
    Binge drinkingMississippi7.76.29.218,082
    Binge drinkingMissouri9.68.111.029,469
    Binge drinkingMontana6.14.67.723,613
    Binge drinkingNebraska10.69.411.753,614
    Binge drinkingNevada7.95.610.111,971
    Binge drinkingNew Hampshire9.67.811.425,428
    Binge drinkingNew Jersey6.44.88.034,305
    Binge drinkingNew Mexico4.63.16.122,177
    Binge drinkingNew York7.56.78.495,165
    Binge drinkingNorth Carolina7.05.68.318,903
    Binge drinkingNorth Dakota7.65.69.622,318
    Binge drinkingOhio7.56.38.847,777
    Binge drinkingOklahoma6.75.48.021,765
    Binge drinkingOregon5.84.47.122,172
    Binge drinkingPennsylvania8.26.79.721,333
    Binge drinkingRhode Island7.15.48.923,732
    Binge drinkingSouth Carolina9.48.210.734,360
    Binge drinkingSouth Dakota5.22.67.823,776
    Binge drinkingTennessee8.16.69.718,485
    Binge drinkingTexas7.45.98.847,898
    Binge drinkingUtah2.71.63.746,474
    Binge drinkingVermont6.14.37.927,137
    Binge drinkingVirginia5.44.16.638,022
    Binge drinkingWashington5.94.96.874,985
    Binge drinkingWest Virginia7.96.79.221,040
    Binge drinkingWisconsin7.75.99.527,748
    Binge drinkingWyoming4.72.56.816,577
    Current smokingAlabama−23.1−24.6−21.725,862
    Current smokingAlaska−29.9−32.6−27.221,314
    Current smokingArizona−15.4−16.7−14.143,911
    Current smokingArkansas−26.5−28.3−24.620,251
    Current smokingCalifornia−9.1−9.9−8.251,083
    Current smokingColorado−18.7−19.8−17.550,721
    Current smokingConnecticut−17.0−18.3−15.647,952
    Current smokingDelaware−17.8−19.8−15.917,868
    Current smokingDistrict of Columbia−22.7−24.9−20.520,541
    Current smokingFlorida−14.9−16.2−13.658,131
    Current smokingGeorgia−18.5−19.9−17.131,002
    Current smokingHawaii−14.3−15.6−13.037,541
    Current smokingIdaho−18.5−20.1−16.921,900
    Current smokingIllinois−15.3−16.8−13.827,952
    Current smokingIndiana−23.1−24.3−21.841,592
    Current smokingIowa−20.5−21.9−19.237,013
    Current smokingKansas−24.1−25.3−23.057,589
    Current smokingKentucky−27.5−29.2−25.826,966
    Current smokingLouisiana−19.1−20.7−17.623,376
    Current smokingMaine−26.8−28.2−25.443,531
    Current smokingMaryland−17.2−18.6−15.876,105
    Current smokingMassachusetts−16.3−17.7−14.943,965
    Current smokingMichigan−25.2−26.4−23.942,477
    Current smokingMinnesota−18.9−19.9−17.975,694
    Current smokingMississippi−19.1−20.7−17.520,273
    Current smokingMissouri−26.1−27.6−24.632,584
    Current smokingMontana−26.3−27.9−24.826,674
    Current smokingNebraska−18.7−19.8−17.662,552
    Current smokingNevada−15.7−18.1−13.413,704
    Current smokingNew Hampshire−26.5−28.6−24.428,302
    Current smokingNew Jersey−12.0−13.6−10.341,041
    Current smokingNew Mexico−15.7−17.0−14.326,116
    Current smokingNew York−12.1−12.9−11.2101,119
    Current smokingNorth Carolina−19.5−21.1−17.922,204
    Current smokingNorth Dakota−17.1−19.0−15.225,970
    Current smokingOhio−26.6−27.9−25.352,993
    Current smokingOklahoma−23.9−25.3−22.425,772
    Current smokingOregon−21.3−22.8−19.924,599
    Current smokingPennsylvania−20.2−21.8−18.626,060
    Current smokingRhode Island−16.0−17.7−14.427,026
    Current smokingSouth Carolina−20.6−21.9−19.339,654
    Current smokingSouth Dakota−20.9−23.4−18.426,826
    Current smokingTennessee−25.2−26.9−23.520,741
    Current smokingTexas−11.2−12.5−10.055,625
    Current smokingUtah−13.3−14.4−12.253,042
    Current smokingVermont−22.9−24.6−21.330,207
    Current smokingVirginia−19.2−20.5−17.942,791
    Current smokingWashington−19.2−20.3−18.180,378
    Current smokingWest Virginia−28.5−29.9−27.123,595
    Current smokingWisconsin−20.2−21.9−18.531,091
    Current smokingWyoming−19.9−22.1−17.819,130

    Views: Binge drinking (measure = Binge drinking); Current smoking (measure = Current smoking).

    Note: Respondents who did not know their household income or declined to give it are left out of the bands, 19.4% of adults. The five bands group the income categories that BRFSS used in every year. The categories are in nominal dollars, so the highest band holds 30.2% of respondents who gave an income in 2014 and 46.1% in 2024, and part of that shift is a step at the 2021 change in the income question.

    Note: Intervals are 95% confidence intervals from the survey's stratum and primary sampling unit (design-based, Taylor linearization). No cell rests on fewer than 30 respondents. The survey is a repeated cross-section of adults in the states and the District of Columbia; Guam, Puerto Rico and the Virgin Islands are not included.

    Source: BRFSS 2014-2024 public-use files (binge drinking from 2015), weighted (BRFSS final weight) with design-based intervals

    Data: vishalsingh.org/zipcode/report/health-behaviors-person-by-person/figures/gradient_by_state.json

    Table 4. Men binge drink more than women in every income band, by 8.5 to 9.2 points

    Percent of adults who binged in the past month by sex and household income band, BRFSS 2015 to 2024, with 95% confidence intervals

    MeasureSexIncome bandPercent of adultsLower limit of the 95% intervalUpper limit of the 95% intervalRespondents
    Binge drinkingMenUnder $20K18.317.918.7170,518
    Binge drinkingMen$20K to $35K19.619.320.0253,196
    Binge drinkingMen$35K to $50K20.520.220.9211,271
    Binge drinkingMen$50K to $75K22.121.722.4265,095
    Binge drinkingMen$75K or more24.324.124.5657,924
    Binge drinkingWomenUnder $20K9.79.49.9280,085
    Binge drinkingWomen$20K to $35K10.510.210.7360,747
    Binge drinkingWomen$35K to $50K11.911.612.2252,750
    Binge drinkingWomen$50K to $75K13.012.713.3287,884
    Binge drinkingWomen$75K or more15.815.616.0596,461
    ObesityMenUnder $20K31.130.731.6198,642
    ObesityMen$20K to $35K31.331.031.7291,809
    ObesityMen$35K to $50K32.031.632.4242,454
    ObesityMen$50K to $75K32.832.533.2300,974
    ObesityMen$75K or more30.930.731.1733,927
    ObesityWomenUnder $20K39.739.440.1314,114
    ObesityWomen$20K to $35K37.337.037.7395,965
    ObesityWomen$35K to $50K34.934.535.3274,183
    ObesityWomen$50K to $75K33.232.833.5308,724
    ObesityWomen$75K or more25.325.125.6631,594
    Current smokingMenUnder $20K29.529.129.9200,372
    Current smokingMen$20K to $35K23.122.823.4291,391
    Current smokingMen$35K to $50K18.918.619.3240,761
    Current smokingMen$50K to $75K15.715.516.0298,532
    Current smokingMen$75K or more9.89.710.0728,129
    Current smokingWomenUnder $20K22.822.523.1331,241
    Current smokingWomen$20K to $35K17.517.217.7415,794
    Current smokingWomen$35K to $50K14.013.714.3288,686
    Current smokingWomen$50K to $75K11.411.211.7325,465
    Current smokingWomen$75K or more6.96.87.0664,260

    Views: Binge drinking (measure = Binge drinking); Obesity (measure = Obesity); Current smoking (measure = Current smoking).

    Note: Respondents who did not know their household income or declined to give it are left out of the bands, 19.4% of adults. The five bands group the income categories that BRFSS used in every year. The categories are in nominal dollars, so the highest band holds 30.2% of respondents who gave an income in 2014 and 46.1% in 2024, and part of that shift is a step at the 2021 change in the income question.

    Note: Intervals are 95% confidence intervals from the survey's stratum and primary sampling unit (design-based, Taylor linearization). No cell rests on fewer than 30 respondents. The survey is a repeated cross-section of adults in the states and the District of Columbia; Guam, Puerto Rico and the Virgin Islands are not included.

    Source: BRFSS 2014-2024 public-use files (binge drinking from 2015), weighted (BRFSS final weight) with design-based intervals

    Data: vishalsingh.org/zipcode/report/health-behaviors-person-by-person/figures/sex_by_income.json

    Table 5. The obesity difference between the highest and the lowest income band is −14.4 points for women and −0.2 for men

    Rate in the highest household income band minus the rate in the lowest, percentage points of adults, by measure and sex, BRFSS 2014 to 2024 (binge drinking 2015 to 2024)

    MeasureSexDifference (points)Lower limit of the 95% intervalUpper limit of the 95% intervalRespondents in the two bands
    Binge drinkingWomen6.25.86.5876,546
    Binge drinkingMen6.05.66.5828,442
    Current smokingWomen−15.9−16.2−15.6995,501
    Current smokingMen−19.7−20.1−19.3928,501
    ObesityWomen−14.4−14.8−13.9945,708
    ObesityMen−0.2−0.70.3932,569
    DiabetesWomen−11.8−12.1−11.51,006,571
    DiabetesMen−8.5−8.9−8.2952,929
    No leisure-time physical activityWomen−25.7−26.1−25.31,009,313
    No leisure-time physical activityMen−22.6−23.1−22.1939,848
    Fair or poor healthWomen−30.6−31.0−30.31,023,026
    Fair or poor healthMen−29.7−30.2−29.3952,294

    Note: Respondents who did not know their household income or declined to give it are left out of the bands, 19.4% of adults. The five bands group the income categories that BRFSS used in every year. The categories are in nominal dollars, so the highest band holds 30.2% of respondents who gave an income in 2014 and 46.1% in 2024, and part of that shift is a step at the 2021 change in the income question.

    Note: Intervals are 95% confidence intervals from the survey's stratum and primary sampling unit (design-based, Taylor linearization). No cell rests on fewer than 30 respondents. The survey is a repeated cross-section of adults in the states and the District of Columbia; Guam, Puerto Rico and the Virgin Islands are not included.

    Note: Obesity is a body mass index of 30 or more from self-reported height and weight. Diabetes is a diagnosis reported by the respondent: prediabetes counts as no diabetes, and respondents with diabetes only during pregnancy are left out of the denominator. Fair or poor health is the respondent's rating of general health.

    Source: BRFSS 2014-2024 public-use files (binge drinking from 2015), weighted (BRFSS final weight) with design-based intervals

    Data: vishalsingh.org/zipcode/report/health-behaviors-person-by-person/figures/gradient_by_behavior_and_sex.json

    Table 6. Smoking is 28.0% among adults who did not finish high school in the lowest income band and 4.4% among college graduates in the highest

    Percent of adults who currently smoke by education level and household income band, BRFSS 2014 to 2024

    bandconf_highconf_loweducationestimaten
    Under $20K28.4827.47Did not finish high school27.97107,166
    $20K to $35K25.2023.98Did not finish high school24.5969,781
    $35K to $50K24.9622.91Did not finish high school23.9223,739
    $50K to $75K27.7825.07Did not finish high school26.4013,858
    $75K or more24.5121.90Did not finish high school23.1815,060
    Under $20K27.6226.84High school graduate27.23208,946
    $20K to $35K21.9921.34High school graduate21.66268,241
    $35K to $50K19.6318.85High school graduate19.24162,535
    $50K to $75K18.1517.37High school graduate17.76143,885
    $75K or more14.8514.19High school graduate14.52181,529
    Under $20K24.8023.91Some college24.35144,056
    $20K to $35K19.4618.81Some college19.13224,209
    $35K to $50K16.7516.04Some college16.39174,273
    $50K to $75K14.5413.92Some college14.23193,584
    $75K or more11.0910.66Some college10.87309,247
    Under $20K14.0613.15College graduate13.6070,037
    $20K to $35K11.2110.56College graduate10.88143,684
    $35K to $50K8.708.18College graduate8.44168,202
    $50K to $75K7.196.79College graduate6.99272,154
    $75K or more4.544.37College graduate4.45885,429

    Note: Respondents who did not know their household income or declined to give it are left out of the bands, 19.4% of adults. The five bands group the income categories that BRFSS used in every year. The categories are in nominal dollars, so the highest band holds 30.2% of respondents who gave an income in 2014 and 46.1% in 2024, and part of that shift is a step at the 2021 change in the income question.

    Note: Intervals are 95% confidence intervals from the survey's stratum and primary sampling unit (design-based, Taylor linearization). No cell rests on fewer than 30 respondents. The survey is a repeated cross-section of adults in the states and the District of Columbia; Guam, Puerto Rico and the Virgin Islands are not included.

    Note: Current smoking is at least 100 cigarettes in a lifetime and smoking every day or some days now. Education is the level the respondent completed; college includes technical school.

    Source: BRFSS 2014-2024 public-use files, weighted (BRFSS final weight) with design-based intervals

    Data: vishalsingh.org/zipcode/report/health-behaviors-person-by-person/figures/smoking_by_education_and_income.json

    Table 7. Men smoke more than women by 1.7 points among non-Hispanic White adults and 8.1 among Hispanic adults

    Percent of adults who currently smoke by sex within five race and ethnicity groups, BRFSS 2014 to 2024, with 95% confidence intervals

    grouphi_mhi_wlo_mlo_wmenn_mn_wwomen
    White, non-Hispanic16.3714.6116.1314.4116.251,553,3981,898,89414.51
    Black, non-Hispanic20.6113.5419.8412.9920.22134,857211,07313.26
    Other race, non-Hispanic13.987.9713.127.3413.55107,849107,2577.65
    Multiracial, non-Hispanic22.6719.3721.1517.8821.9044,34448,94118.62
    Hispanic16.117.8815.427.4115.76161,479185,0667.64

    Note: Intervals are 95% confidence intervals from the survey's stratum and primary sampling unit (design-based, Taylor linearization). No cell rests on fewer than 30 respondents. The survey is a repeated cross-section of adults in the states and the District of Columbia; Guam, Puerto Rico and the Virgin Islands are not included.

    Note: Groups are those BRFSS defines: White, Black, another race and multiracial adults are non-Hispanic, and Hispanic adults may be of any race. The Hispanic and other-race groups each combine populations whose smoking differs.

    Source: BRFSS 2014-2024 public-use files, weighted (BRFSS final weight) with design-based intervals

    Data: vishalsingh.org/zipcode/report/health-behaviors-person-by-person/figures/smoking_gap_by_race.json

    All estimates

    Every fact in facts.json (124), sorted by id. The same values as JSON: facts.json.

    Fact idValueUnitEstimandPopulationPeriodIntervalnWeightsSourceNote
    age_gap_old2.6percentage points of adults, higher in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia ages 65 and older: binge drinking in the past 30 daysBRFSS 2015-202495% CI 2.3 to 2.9475,202 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    age_gap_young10.2percentage points of adults, higher in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia ages 18 to 29: binge drinking in the past 30 daysBRFSS 2015-202495% CI 9.4 to 11.0151,901 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    age_old65count in a definitiondefinition: the youngest age in the oldest groupthe youngest age in the oldest group2014-2024none (definition)BRFSS
    age_young_hi29count in a definitiondefinition: the oldest age in the youngest groupthe oldest age in the youngest group2014-2024none (definition)BRFSS
    age_young_lo18count in a definitiondefinition: the youngest age in the survey and in the youngest groupthe youngest age in the survey and in the youngest group2014-2024none (definition)BRFSS
    binge8_7518.2%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the $75,000 to $99,999 band: binge drinking in the past 30 daysBRFSS 2021-202495% CI 17.8% to 18.6%184,694 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    binge8_top22.1%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the $200,000 or more band: binge drinking in the past 30 daysBRFSS 2021-202495% CI 21.5% to 22.6%93,005 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    binge_black_poor13.3%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervalBlack non-Hispanic adults in the lowest of five household income bands: binge drinking in the past 30 daysBRFSS 2015-202495% CI 12.8% to 13.8%61,641 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    binge_black_rich13.8%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervalBlack non-Hispanic adults in the highest of five household income bands: binge drinking in the past 30 daysBRFSS 2015-202495% CI 13.2% to 14.3%59,333 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    binge_coll_poor15.2%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who graduated from college or technical school in the lowest of five household income bands: binge drinking in the past 30 daysBRFSS 2015-202495% CI 14.6% to 15.8%60,504 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    binge_coll_rich18.7%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who graduated from college or technical school in the highest of five household income bands: binge drinking in the past 30 daysBRFSS 2015-202495% CI 18.5% to 18.8%799,249 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    binge_gap7.2percentage points of adults, higher in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the highest and lowest of five household income bands: binge drinking in the past 30 daysBRFSS 2015-202495% CI 6.9 to 7.51,705,364 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    binge_men_poor18.3%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who are men in the lowest of five household income bands: binge drinking in the past 30 daysBRFSS 2015-202495% CI 17.9% to 18.7%170,518 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    binge_men_rich24.3%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who are men in the highest of five household income bands: binge drinking in the past 30 daysBRFSS 2015-202495% CI 24.1% to 24.5%657,924 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    binge_nohs_poor11.7%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who did not finish high school in the lowest of five household income bands: binge drinking in the past 30 daysBRFSS 2015-202495% CI 11.3% to 12.2%89,482 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    binge_nohs_rich24.4%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who did not finish high school in the highest of five household income bands: binge drinking in the past 30 daysBRFSS 2015-202495% CI 23.0% to 26.0%13,268 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    binge_old_poor4.4%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia ages 65 and older in the lowest of five household income bands: binge drinking in the past 30 daysBRFSS 2015-202495% CI 4.2% to 4.6%163,483 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    binge_old_rich6.9%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia ages 65 and older in the highest of five household income bands: binge drinking in the past 30 daysBRFSS 2015-202495% CI 6.7% to 7.1%311,719 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    binge_poor13.3%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the lowest of five household income bands: binge drinking in the past 30 daysBRFSS 2015-202495% CI 13.0% to 13.5%450,791 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    binge_rich20.4%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the highest of five household income bands: binge drinking in the past 30 daysBRFSS 2015-202495% CI 20.3% to 20.6%1,254,573 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    binge_sex_diff0.1percentage points, women's difference between the highest and the lowest income band minus men'sdifference between the women's and the men's income-band differences; standard errors added in quadrature (disjoint groups of respondents)adults in the 50 states and the District of Columbia: binge drinking in the past 30 daysBRFSS 2015-202495% CI −0.4 to 0.71,704,988 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    binge_white_poor13.0%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervalWhite non-Hispanic adults in the lowest of five household income bands: binge drinking in the past 30 daysBRFSS 2015-202495% CI 12.8% to 13.3%275,676 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    binge_white_rich21.7%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervalWhite non-Hispanic adults in the highest of five household income bands: binge drinking in the past 30 daysBRFSS 2015-202495% CI 21.5% to 21.8%1,043,464 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    binge_women_poor9.7%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who are women in the lowest of five household income bands: binge drinking in the past 30 daysBRFSS 2015-202495% CI 9.4% to 9.9%280,085 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    binge_women_rich15.8%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who are women in the highest of five household income bands: binge drinking in the past 30 daysBRFSS 2015-202495% CI 15.6% to 16.0%596,461 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    bmi_cut30count in a definitiondefinition: the body mass index at which an adult counts as obesethe body mass index at which an adult counts as obese2014-2024none (definition)BRFSS
    cell_floor30count in a definitiondefinition: the smallest number of respondents behind any published cellthe smallest number of respondents behind any published cell2014-2024none (definition)BRFSS
    cells_gap_n25cellscount of cells: five groups by five income bandsrace and ethnicity by income band cellsBRFSS 2014-2024none (count)BRFSS
    cells_gap_pos25cellscount of cells where the 95% interval of the smoking difference between men and women is above zerorace and ethnicity by income band cellsBRFSS 2014-2024none (count)BRFSS
    cigs_life100count in a definitiondefinition: the lifetime cigarettes that make a smokerthe lifetime cigarettes that make a smoker2014-2024none (definition)BRFSS
    cut_low$20,000dollars of annual household incomedefinition: income band edgeupper limit of the lowest income band2014-2024none (definition)BRFSS
    cut_top$75,000dollars of annual household incomedefinition: income band edgelower limit of the highest income band2014-2024none (definition)BRFSS
    days_past30count in a definitiondefinition: days in the period the binge drinking question coversdays in the period the binge drinking question covers2014-2024none (definition)BRFSS
    drinks_men5count in a definitiondefinition: drinks on one occasion that make a binge for mendrinks on one occasion that make a binge for men2014-2024none (definition)BRFSS
    drinks_women4count in a definitiondefinition: drinks on one occasion that make a binge for womendrinks on one occasion that make a binge for women2014-2024none (definition)BRFSS
    edu_gap_coll3.5percentage points of adults, higher in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who graduated from college or technical school: binge drinking in the past 30 daysBRFSS 2015-202495% CI 2.9 to 4.1859,753 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    edu_gap_nohs12.7percentage points of adults, higher in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who did not finish high school: binge drinking in the past 30 daysBRFSS 2015-202495% CI 11.1 to 14.2102,750 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    gap_after7.5percentage points of adults, higher in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% interval; before and after BRFSS changed its income question in 2021adults in the 50 states and the District of Columbia in the highest and lowest of five household income bands: binge drinking in the past 30 days2021-202495% CI 7.0 to 8.0681,003 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    gap_before7.3percentage points of adults, higher in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% interval; before and after BRFSS changed its income question in 2021adults in the 50 states and the District of Columbia in the highest and lowest of five household income bands: binge drinking in the past 30 days2015-202095% CI 6.9 to 7.61,024,361 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    grad_binge_men6.0percentage points of adults, richest minus poorest of five income bandsdesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who are men: binge drinking in the past 30 daysBRFSS 2015-202495% CI 5.6 to 6.5828,442 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    grad_binge_women6.2percentage points of adults, richest minus poorest of five income bandsdesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who are women: binge drinking in the past 30 daysBRFSS 2015-202495% CI 5.8 to 6.5876,546 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    grad_fairpoor_men−29.7percentage points of adults, richest minus poorest of five income bandsdesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who are men: fair or poor self-rated healthBRFSS 2014-202495% CI −30.2 to −29.3952,294 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    grad_fairpoor_women−30.6percentage points of adults, richest minus poorest of five income bandsdesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who are women: fair or poor self-rated healthBRFSS 2014-202495% CI −31.0 to −30.31,023,026 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    grad_obese_men−0.2percentage points of adults, richest minus poorest of five income bandsdesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who are men: obesity (BMI 30 or more, self-reported height and weight)BRFSS 2014-202495% CI −0.7 to 0.3932,569 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    grad_obese_women−14.4percentage points of adults, richest minus poorest of five income bandsdesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who are women: obesity (BMI 30 or more, self-reported height and weight)BRFSS 2014-202495% CI −14.8 to −13.9945,708 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    grad_smoke_men−19.7percentage points of adults, richest minus poorest of five income bandsdesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who are men: current cigarette smokingBRFSS 2014-202495% CI −20.1 to −19.3928,501 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    grad_smoke_women−15.9percentage points of adults, richest minus poorest of five income bandsdesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who are women: current cigarette smokingBRFSS 2014-202495% CI −16.2 to −15.6995,501 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    inactive_gap24.6percentage points of adults, lower in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the highest and lowest of five household income bands: no leisure-time physical activity in the past 30 daysBRFSS 2014-202495% CI 24.3 to 24.91,949,580 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    inactive_poor38.2%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the lowest of five household income bands: no leisure-time physical activity in the past 30 daysBRFSS 2014-202495% CI 37.9% to 38.5%537,736 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    inactive_rich13.6%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the highest of five household income bands: no leisure-time physical activity in the past 30 daysBRFSS 2014-202495% CI 13.5% to 13.7%1,411,844 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    inc_missing19.4%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% interval; the share who did not know or refused to give a household income, or left it blankadults in the 50 states and the District of ColumbiaBRFSS 2014-202495% CI 19.3% to 19.5%4,790,742 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    low_share_2015.8%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% interval; share in the lowest of five bands (bands are in nominal dollars)adults in the 50 states and the District of Columbia who reported a household income band202095% CI 15.4% to 16.1%316,015 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    low_share_2111.8%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% interval; share in the lowest of five bands (bands are in nominal dollars)adults in the 50 states and the District of Columbia who reported a household income band202195% CI 11.6% to 12.1%338,675 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    n_adults4,790,742respondentscount of interviews in the public-use filesadults in the 50 states and the District of Columbia2014-2024none (count)BRFSS
    n_binge_bands3,336,677respondentscount of respondents behind the five binge drinking estimates by income bandadults in the 50 states and the District of Columbia with an income band and an answer to the binge drinking questionBRFSS 2015-2024none (count)BRFSS
    n_binge_years10survey yearsdefinition: the binge drinking question is in the files from 2015BRFSS public-use files2015-2024none (count)BRFSS
    n_income_bands5income bandsdefinition: five bands common to all yearshousehold income bands used in the chapter2014-2024none (count)BRFSS
    n_jur51states and the District of Columbiacount of jurisdictions in the analysisthe 50 states and the District of Columbia2014-2024none (count)BRFSSGuam, Puerto Rico and the Virgin Islands are in the BRFSS files and outside the analysis.
    n_years11survey yearsdefinition: survey years 2014 to 2024BRFSS public-use files2014-2024none (count)BRFSS
    obese8_15030.1%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the $150,000 to $199,999 band: obesity (BMI 30 or more, self-reported height and weight)BRFSS 2021-202495% CI 29.5% to 30.8%88,636 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    obese8_top23.2%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the $200,000 or more band: obesity (BMI 30 or more, self-reported height and weight)BRFSS 2021-202495% CI 22.7% to 23.8%94,433 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    obese_gap7.6percentage points of adults, lower in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the highest and lowest of five household income bands: obesity (BMI 30 or more, self-reported height and weight)BRFSS 2014-202495% CI 7.2 to 7.91,878,633 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    obese_men_poor31.1%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who are men in the lowest of five household income bands: obesity (BMI 30 or more, self-reported height and weight)BRFSS 2014-202495% CI 30.7% to 31.6%198,642 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    obese_men_rich30.9%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who are men in the highest of five household income bands: obesity (BMI 30 or more, self-reported height and weight)BRFSS 2014-202495% CI 30.7% to 31.1%733,927 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    obese_mw_rich5.6percentage points of adults, higher among men than among womendesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the highest of five household income bands: obesity (BMI 30 or more, self-reported height and weight)BRFSS 2014-202495% CI 5.2 to 5.91,365,521 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    obese_poor36.0%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the lowest of five household income bands: obesity (BMI 30 or more, self-reported height and weight)BRFSS 2014-202495% CI 35.7% to 36.3%512,939 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    obese_rich28.4%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the highest of five household income bands: obesity (BMI 30 or more, self-reported height and weight)BRFSS 2014-202495% CI 28.3% to 28.6%1,365,694 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    obese_steeper14.2percentage points steeper for women than for men (richest minus poorest band, women's difference minus men's, sign reversed)difference between the women's and the men's income-band differences; standard errors added in quadrature (disjoint groups of respondents)adults in the 50 states and the District of Columbia: obesity (BMI 30 or more, self-reported height and weight)BRFSS 2014-202495% CI 13.5 to 14.81,878,277 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    obese_wm_poor8.6percentage points of adults, higher among women than among mendesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the lowest of five household income bands: obesity (BMI 30 or more, self-reported height and weight)BRFSS 2014-202495% CI 8.0 to 9.2512,756 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    obese_women_poor39.7%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who are women in the lowest of five household income bands: obesity (BMI 30 or more, self-reported height and weight)BRFSS 2014-202495% CI 39.4% to 40.1%314,114 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    obese_women_rich25.3%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who are women in the highest of five household income bands: obesity (BMI 30 or more, self-reported height and weight)BRFSS 2014-202495% CI 25.1% to 25.6%631,594 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    race_gap_black0.5percentage points of adults, higher in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalBlack non-Hispanic adults in the 50 states and the District of Columbia: binge drinking in the past 30 daysBRFSS 2015-202495% CI −0.3 to 1.2120,974 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    race_gap_hisp10.3percentage points of adults, higher in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalHispanic adults in the 50 states and the District of Columbia: binge drinking in the past 30 daysBRFSS 2015-202495% CI 9.3 to 11.2119,344 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    race_gap_multi5.5percentage points of adults, higher in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalmultiracial non-Hispanic adults in the 50 states and the District of Columbia: binge drinking in the past 30 daysBRFSS 2015-202495% CI 3.7 to 7.335,796 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    race_gap_other1.0percentage points of adults, higher in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults of another race, non-Hispanic in the 50 states and the District of Columbia: binge drinking in the past 30 daysBRFSS 2015-202495% CI 0.0 to 2.186,080 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    race_gap_white8.6percentage points of adults, higher in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalWhite non-Hispanic adults in the 50 states and the District of Columbia: binge drinking in the past 30 daysBRFSS 2015-202495% CI 8.3 to 8.91,319,140 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    ratio_poor1.9ratio of rates, men to womenratio of two weighted shares from different groups of respondents, log-scale interval from the two standard errors in quadratureadults in the 50 states and the District of Columbia in the lowest of five household income bands: binge drinking in the past 30 daysBRFSS 2015-202495% CI 1.8 to 2.0450,603 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    ratio_rich1.5ratio of rates, men to womenratio of two weighted shares from different groups of respondents, log-scale interval from the two standard errors in quadratureadults in the 50 states and the District of Columbia in the highest of five household income bands: binge drinking in the past 30 daysBRFSS 2015-202495% CI 1.5 to 1.61,254,385 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    sexgap_max9.2percentage points of adults, higher among men than among womendesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the income band with the largest difference: binge drinking in the past 30 daysBRFSS 2015-202495% CI 8.7 to 9.6613,943 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    sexgap_min8.5percentage points of adults, higher among men than among womendesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the income band with the smallest difference: binge drinking in the past 30 daysBRFSS 2015-202495% CI 8.2 to 8.81,254,385 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke8_759.7%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the $75,000 to $99,999 band: current cigarette smokingBRFSS 2021-202495% CI 9.4% to 10.0%189,175 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke8_top4.3%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the $200,000 or more band: current cigarette smokingBRFSS 2021-202495% CI 4.0% to 4.6%95,390 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_coll_poor13.6%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who graduated from college or technical school in the lowest of five household income bands: current cigarette smokingBRFSS 2014-202495% CI 13.1% to 14.1%70,037 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_coll_rich4.4%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who graduated from college or technical school in the highest of five household income bands: current cigarette smokingBRFSS 2014-202495% CI 4.4% to 4.5%885,429 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_edu_coll5.8%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who graduated from college or technical school: current cigarette smokingBRFSS 2014-202495% CI 5.8% to 5.9%1,783,216 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_edu_nohs24.7%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who did not finish high school: current cigarette smokingBRFSS 2014-202495% CI 24.4% to 25.0%301,438 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_gap17.2percentage points of adults, lower in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the highest and lowest of five household income bands: current cigarette smokingBRFSS 2014-202495% CI 16.9 to 17.41,924,406 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_gap_coll9.1percentage points of adults, lower in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who graduated from college or technical school: current cigarette smokingBRFSS 2014-202495% CI 8.7 to 9.6955,466 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_gap_nohs4.8percentage points of adults, lower in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who did not finish high school: current cigarette smokingBRFSS 2014-202495% CI 3.4 to 6.2122,226 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_men_all16.5%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who are men: current cigarette smokingBRFSS 2014-202495% CI 16.4% to 16.6%2,049,062 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_men_hi21.9%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% interval; the highest rate of the five race and ethnicity groupsadults in the 50 states and the District of Columbia who are men and multiracial non-Hispanic: current cigarette smokingBRFSS 2014-202495% CI 21.2% to 22.7%44,344 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_men_hisp15.8%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who are men and Hispanic: current cigarette smokingBRFSS 2014-202495% CI 15.4% to 16.1%161,479 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_men_lo13.5%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% interval; the lowest rate of the five race and ethnicity groupsadults in the 50 states and the District of Columbia who are men and of another race, non-Hispanic: current cigarette smokingBRFSS 2014-202495% CI 13.1% to 14.0%107,849 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_men_white16.3%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who are men and White non-Hispanic: current cigarette smokingBRFSS 2014-202495% CI 16.1% to 16.4%1,553,398 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_nohs_poor28.0%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who did not finish high school in the lowest of five household income bands: current cigarette smokingBRFSS 2014-202495% CI 27.5% to 28.5%107,166 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_nohs_rich23.2%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who did not finish high school in the highest of five household income bands: current cigarette smokingBRFSS 2014-202495% CI 21.9% to 24.5%15,060 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_poor25.7%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the lowest of five household income bands: current cigarette smokingBRFSS 2014-202495% CI 25.4% to 25.9%531,816 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_rich8.5%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the highest of five household income bands: current cigarette smokingBRFSS 2014-202495% CI 8.4% to 8.6%1,392,590 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_sexgap_black7.0percentage points of adults, higher among men than among womendesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalBlack non-Hispanic adults: current cigarette smokingBRFSS 2014-202495% CI 6.5 to 7.4345,930 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_sexgap_hisp8.1percentage points of adults, higher among men than among womendesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalHispanic adults: current cigarette smokingBRFSS 2014-202495% CI 7.7 to 8.5346,545 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_sexgap_multi3.3percentage points of adults, higher among men than among womendesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalmultiracial non-Hispanic adults: current cigarette smokingBRFSS 2014-202495% CI 2.2 to 4.493,285 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_sexgap_other5.9percentage points of adults, higher among men than among womendesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults of another race, non-Hispanic: current cigarette smokingBRFSS 2014-202495% CI 5.4 to 6.4215,106 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_sexgap_poor6.7percentage points of adults, higher among men than among womendesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the lowest of five household income bands: current cigarette smokingBRFSS 2014-202495% CI 6.2 to 7.2531,613 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_sexgap_rich2.9percentage points of adults, higher among men than among womendesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia in the highest of five household income bands: current cigarette smokingBRFSS 2014-202495% CI 2.7 to 3.11,392,389 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_sexgap_white1.7percentage points of adults, higher among men than among womendesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervalWhite non-Hispanic adults: current cigarette smokingBRFSS 2014-202495% CI 1.6 to 1.93,452,292 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_steeper_men3.8percentage points steeper for men than for women (richest minus poorest band, women's difference minus men's)difference between the women's and the men's income-band differences; standard errors added in quadrature (disjoint groups of respondents)adults in the 50 states and the District of Columbia: current cigarette smokingBRFSS 2014-202495% CI 3.2 to 4.31,924,002 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_women_all12.8%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who are women: current cigarette smokingBRFSS 2014-202495% CI 12.7% to 12.9%2,492,615 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_women_hi18.6%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% interval; the highest rate of the five race and ethnicity groupsadults in the 50 states and the District of Columbia who are women and multiracial non-Hispanic: current cigarette smokingBRFSS 2014-202495% CI 17.9% to 19.4%48,941 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_women_hisp7.6%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who are women and Hispanic: current cigarette smokingBRFSS 2014-202495% CI 7.4% to 7.9%185,066 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_women_lo7.6%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% interval; the lowest rate of the five race and ethnicity groupsadults in the 50 states and the District of Columbia who are women and Hispanic: current cigarette smokingBRFSS 2014-202495% CI 7.4% to 7.9%185,066 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    smoke_women_white14.5%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% intervaladults in the 50 states and the District of Columbia who are women and White non-Hispanic: current cigarette smokingBRFSS 2014-202495% CI 14.4% to 14.6%1,898,894 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    state_max13.1percentage points of adults, higher in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% interval; the jurisdiction with the largest differenceadults in the District of Columbia: binge drinking in the past 30 daysBRFSS 2015-202495% CI 10.7 to 15.518,026 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    state_md5.7percentage points of adults, higher in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% intervaladults in Maryland: binge drinking in the past 30 daysBRFSS 2015-202495% CI 4.4 to 6.968,318 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    state_min2.7percentage points of adults, higher in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% interval; the jurisdiction with the smallest differenceadults in Utah: binge drinking in the past 30 daysBRFSS 2015-202495% CI 1.6 to 3.746,474 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    state_n_pos51states and the District of Columbiacount of jurisdictions where the binge drinking rate is higher in the highest income band than in the lowestthe 50 states and the District of ColumbiaBRFSS 2015-2024none (count)BRFSS
    state_n_sig51states and the District of Columbiacount of jurisdictions where the 95% interval of that difference is above zerothe 50 states and the District of ColumbiaBRFSS 2015-2024none (count)BRFSS
    state_smoke_hi29.9percentage points of adults, lower in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% interval; the jurisdiction with the largest differenceadults in Alaska: current cigarette smokingBRFSS 2014-202495% CI 27.2 to 32.621,314 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    state_smoke_lo9.1percentage points of adults, lower in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% interval; the jurisdiction with the smallest differenceadults in California: current cigarette smokingBRFSS 2014-202495% CI 8.2 to 9.951,083 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    state_smoke_n_neg51states and the District of Columbiacount of jurisdictions where the 95% interval of the smoking difference (highest minus lowest income band) is below zerothe 50 states and the District of ColumbiaBRFSS 2014-2024none (count)BRFSS
    top_share_1430.2%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% interval; share in the highest of five bands (bands are in nominal dollars)adults in the 50 states and the District of Columbia who reported a household income band201495% CI 29.9% to 30.5%386,053 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    top_share_2446.1%percent of adultsdesign-based weighted share of respondents, Taylor-linearized 95% interval; share in the highest of five bands (bands are in nominal dollars)adults in the 50 states and the District of Columbia who reported a household income band202495% CI 45.7% to 46.4%364,440 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    year_max8.3percentage points of adults, higher in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% interval; the survey year with the largest differenceadults in the 50 states and the District of Columbia, survey year 2022: binge drinking in the past 30 days202295% CI 7.3 to 9.2164,332 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    year_min6.7percentage points of adults, higher in the highest income banddesign-based difference between two weighted shares of respondents, Taylor-linearized 95% interval; the survey year with the smallest differenceadults in the 50 states and the District of Columbia, survey year 2024: binge drinking in the past 30 days202495% CI 5.8 to 7.7182,498 respondentsBRFSS final weight (xllcpwt); stratum and primary sampling unit for the intervalBRFSS
    year_n_pos10survey yearscount of survey years in which the 95% interval of the binge drinking difference (highest minus lowest income band) is above zeroadults in the 50 states and the District of ColumbiaBRFSS 2015-2024none (count)BRFSS

    Definitions

    Modeled estimate
    A figure produced by a statistical model instead of a direct count or measurement, usually for small areas where direct data are thin, borrowing strength from surveys, neighboring areas or other data. Neighboring areas can share errors, so single extremes call for caution.
    Ecological inference
    Drawing conclusions about individuals from data about places or groups. A pattern across counties need not hold for the people inside them.
    Survey weights
    Numbers attached to survey respondents that say how many people in the population each one represents, so that results describe the whole population and not only the people who answered.

    Methods

    These estimates compare adults interviewed in successive annual surveys. Survey weights account for how the sample represents the covered population, and the uncertainty calculation uses the survey design. Different questions and income comparisons use different eligible subsets; the interviews do not follow the same adults over time. The public files locate a respondent no more finely than the state, so none of these comparisons is a neighborhood comparison.

    Who was interviewed

    Estimates use the CDC Behavioral Risk Factor Surveillance System (BRFSS) public-use files for 2014 to 2024, 4,874,919 respondents in all, of whom 4,790,742 are adults in the 50 states and the District of Columbia; the 84,177 respondents in Guam, Puerto Rico and the Virgin Islands are left out.

    The survey is a repeated cross-section, not a panel, and its geography stops at the state (metro status is missing for most respondents).

    Figure explained here: Figure 3

    What the behavior measures mean

    Binge drinking is the BRFSS calculated variable for five or more drinks for men or four or more for women on one occasion in the past 30 days.

    Current smoking, obesity (BMI of 30 or more from self-reported height and weight), no leisure-time physical activity, fair or poor health and race and ethnicity are BRFSS calculated variables; diabetes is a reported diagnosis, prediabetes counts as no diabetes, and diabetes only during pregnancy leaves the denominator.

    Figures explained here: Figure 5 and Figure 7

    Which years each question covers

    Binge drinking is in the files from 2015, so its estimates cover 2015 to 2024 and the other measures cover 2014 to 2024.

    Making income bands comparable

    Household income was recorded in eight categories through 2020 and in eleven from 2021, which split the top category. The five bands group categories that exist in every year (under $20,000, $20,000 to $34,999, $35,000 to $49,999, $50,000 to $74,999, $75,000 or more) and the eight-band view uses the 2021 to 2024 categories. Respondents who did not know or refused to give income are left out of the bands.

    Gradients are the rate in the highest income band minus the rate in the lowest. The 2021 change in the income question is checked by estimating the binge difference separately for 2015 to 2020 and 2021 to 2024.

    Figures explained here: Figure 1 and Figure 4

    Weights and uncertainty

    Every estimate is a weighted share with the BRFSS final weight, computed on the full frame with the group or domain as a subpopulation, so that strata and sampling units outside a group keep their place in the variance.

    A cell is published only with 30 or more respondents. Strata with a single sampling unit are merged with a neighbor in the same state and year.

    Intervals are 95% intervals from Taylor linearization with the survey's strata (made year-specific) and primary sampling units; shares use a logit interval, differences a normal interval.

    In the public files each respondent is a primary sampling unit, so two groups of respondents are independent and the standard error of a difference of two group estimates is the two standard errors added in quadrature; the build checks this against the design-based gap estimator to within 0.03%.

    What these data cannot show

    Every measure in this chapter is reported by the respondent in a telephone interview, so the estimates describe what adults say. Respondents may under-report their drinking and their weight, and the data cannot show whether that differs by income, sex or race. The 2024 survey year is provisional. The intervals reflect the survey's sampling design and weights. They do not cover the adults who could not be reached or declined to take part, or the 19.4% of adults who gave no household income and are left out of every band.

    The data are a repeated cross-section, not a panel. A person in the highest band and a person in the lowest are different people, so the gradients say how behavior differs across incomes and not how it changes when one person's income changes. The bands are household income in nominal dollars, not adjusted for household size or for prices. The highest band holds 46.1% of respondents who gave an income in 2024 against 30.2% in 2014, and part of that shift is a step at the 2021 change in the income question, so pooling the years mixes survey years with different bands. The binge drinking difference between the highest band and the lowest is similar before and after that change. Income, age, schooling and race are related. The age, education and race and ethnicity panels compare within one of them at a time and only for binge drinking, and the other figures are not age-adjusted.

    The groups are those BRFSS defines. The Hispanic group may be of any race, and the other-race group combines populations whose drinking and smoking differ. Binge drinking is a measure of quantity on one occasion, and a person who binges once in a month is counted with a person who binges every week. BRFSS locates respondents by state and, for some respondents, by metro status, which is missing for a large share of respondents and is not used here, so the results say nothing about neighborhoods. The person-level results here and the tract-level results of Chapter 7.1, Health behaviors and the supply of care (https://vishalsingh.org/zipcode/health-behaviors-and-the-supply-of-care) come from different measures, survey responses in one and modeled estimates in the other, so neither confirms the other. Whether the drinking measured here relates to the alcohol-related deaths mapped in Chapter 8.2, Overdose, alcohol and suicide (https://vishalsingh.org/zipcode/overdose-alcohol-and-suicide) is outside what BRFSS can show.

    References

    1. Centers for Disease Control and Prevention (2023). Calculated Variables in the 2022 BRFSS Data File. Behavioral Risk Factor Surveillance System, technical documentation, 29 September 2023. www.cdc.gov/brfss/annual_data/2022/pdf/2022-calculated-variables-version4-508.pdf
    2. Bohm, Michele K.; Liu, Yong; Esser, Marissa B.; Mesnick, Jessica B.; Lu, Hua; Pan, Yi; Greenlund, Kurt J. (2021). Binge Drinking Among Adults, by Select Characteristics and State - United States, 2018. MMWR Morbidity and Mortality Weekly Report 70(41): 1441-1446. doi:10.15585/mmwr.mm7041a2
    3. Collins, Susan E. (2016). Associations Between Socioeconomic Factors and Alcohol Outcomes. Alcohol Research: Current Reviews 38(1): 83-94. doi:10.35946/arcr.v38.1.11
    4. Keyes, Katherine M.; Hasin, Deborah S. (2008). Socio-economic status and problem alcohol use: the positive relationship between income and the DSM-IV alcohol abuse diagnosis. Addiction 103(7): 1120-1130. doi:10.1111/j.1360-0443.2008.02218.x
    5. Sobal, Jeffery; Stunkard, Albert J. (1989). Socioeconomic status and obesity: A review of the literature. Psychological Bulletin 105(2): 260-275. doi:10.1037/0033-2909.105.2.260
    6. McLaren, L. (2007). Socioeconomic Status and Obesity. Epidemiologic Reviews 29: 29-48. doi:10.1093/epirev/mxm001
    7. Lopez, A. D.; Collishaw, N. E.; Piha, T. (1994). A descriptive model of the cigarette epidemic in developed countries. Tobacco Control 3(3): 242-247. doi:10.1136/tc.3.3.242
    8. Pampel, Fred C. (2006). Global Patterns and Determinants of Sex Differences in Smoking. International Journal of Comparative Sociology 47(6): 466-487. doi:10.1177/0020715206070267
    9. Apouey, Benedicte; Clark, Andrew E. (2015). Winning big but feeling no better? The effect of lottery prizes on physical and mental health. Health Economics 24(5): 516-538. doi:10.1002/hec.3035

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