placestats

Tobacco use

Prevalence of current tobacco use (% of adults, age-standardised)

Link with national income+0.24largely independent of national income
Links that hold up19of 158 pairs tested
Unit% of adultshigher is worse
SourceWDICC BY 4.0
What this measures. Published every other year.

How it has moved

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Every country, every year

One row per country and one column per year, sorted by the most recent value. Hover over any cell to see the figure. The country names link to each country’s page.

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Links that hold up

r is how closely two measures rise and fall together across countries, from −1 (opposite) to +1 (in step), where 0 means no link. These pairs are ranked by the link after adjusting for national income, which means comparing countries with the same GDP per person. Each pair passed three checks. The link held after that adjustment. It was unlikely to be chance (q of 0.05 or less), even allowing for countries in the same region being alike and for the many pairs tested. And the two are not just two measures of the same thing. Very small q values are written in short form: 8.0e-5 means 0.000080.

MeasureBefore adjustingAfter adjustingqCountriesTracks income?
Tobacco use and Birth rateWhere Tobacco use is higher, Birth rate tends to be lower: a moderate link that holds when only countries with similar income are compared. Birth rate by country-0.40-0.470.038164proxy
Tobacco use and Inequality-adjusted HDIWhere Tobacco use is higher, Inequality-adjusted HDI tends to be higher: a moderate link that holds when only countries with similar income are compared. Inequality-adjusted HDI by country+0.37+0.450.014154proxy
Tobacco use and Road traffic deathsWhere Tobacco use is higher, Road traffic deaths tends to be lower: a moderate link that holds when only countries with similar income are compared. Road traffic deaths by country-0.45-0.450.022162high
Tobacco use and Median ageWhere Tobacco use is higher, Median age tends to be higher: a moderate link that holds when only countries with similar income are compared. Median age by country+0.39+0.440.040164proxy
Tobacco use and Retirement age, menWhere Tobacco use is higher, Retirement age, men tends to be lower: a moderate link that holds when only countries with similar income are compared. Retirement age, men by country-0.33-0.440.04849independent
Tobacco use and Population growthWhere Tobacco use is higher, Population growth tends to be lower: a moderate link that holds when only countries with similar income are compared. Population growth by country-0.46-0.430.030164moderate
Tobacco use and Informal employmentWhere Tobacco use is higher, Informal employment tends to be lower: a moderate link that holds when only countries with similar income are compared. Informal employment by country-0.46-0.410.034128proxy
Tobacco use and Government expenseWhere Tobacco use is higher, Government expense tends to be higher: a weak link that holds when only countries with similar income are compared. Government expense by country+0.41+0.400.035135moderate
Tobacco use and Equality scoreWhere Tobacco use is higher, Equality score tends to be higher: a weak link that holds when only countries with similar income are compared. Equality score by country+0.46+0.390.040147high
Tobacco use and Food insecurityWhere Tobacco use is higher, Food insecurity tends to be lower: a weak link that holds when only countries with similar income are compared. Food insecurity by country-0.42-0.390.005140proxy
Tobacco use and Slum share of urban populationWhere Tobacco use is higher, Slum share of urban population tends to be lower: a weak link that holds when only countries with similar income are compared. Slum share of urban population by country-0.40-0.380.038162high
Tobacco use and Pupil-teacher ratioWhere Tobacco use is higher, Pupil-teacher ratio tends to be lower: a weak link that holds when only countries with similar income are compared. Pupil-teacher ratio by country-0.38-0.380.037154proxy
Tobacco use and HDIWhere Tobacco use is higher, HDI tends to be higher: a weak link that holds when only countries with similar income are compared. HDI by country+0.29+0.370.006164proxy
Tobacco use and RedistributionWhere Tobacco use is higher, Redistribution tends to be higher: a weak link that holds when only countries with similar income are compared. Redistribution by country+0.17+0.360.03345moderate
Tobacco use and Basic sanitationWhere Tobacco use is higher, Basic sanitation tends to be higher: a weak link that holds when only countries with similar income are compared. Basic sanitation by country+0.35+0.340.044164high
Tobacco use and Gender Inequality IndexWhere Tobacco use is higher, Gender Inequality Index tends to be lower: a weak link that holds when only countries with similar income are compared. Gender Inequality Index by country-0.35-0.320.040154proxy
Tobacco use and Mean years of schoolingWhere Tobacco use is higher, Mean years of schooling tends to be higher: a weak link that holds when only countries with similar income are compared. Mean years of schooling by country+0.33+0.310.025164proxy
Tobacco use and Tertiary enrollmentWhere Tobacco use is higher, Tertiary enrollment tends to be higher: a weak link that holds when only countries with similar income are compared. Tertiary enrollment by country+0.35+0.290.041152high
Tobacco use and Female labor participationWhere Tobacco use is higher, Female labor participation tends to be lower: a weak link that holds when only countries with similar income are compared. Female labor participation by country-0.21-0.210.016157independent

Links that don’t count as findings

These go together strongly, but they are built from the same numbers or measure the same thing. So they are bound to match, or their match shows that the measures agree, not something about the world.

MeasureBefore adjustingAfter adjustingqCountriesTracks income?
Tobacco use and Health scoreNot an independent finding: one of these indices is built partly from the other, so their agreement is just arithmetic. Health score by country-0.05-0.100.720164moderate

How much the other measures account for

The 71 most widely reported measures boil down to a few broad patterns. This table shows how much of the differences between countries on this measure those patterns account for, adding one pattern at a time. The patterns are rebuilt without this measure, and without anything built from the same numbers or measuring the same thing. So it never predicts itself under another name. The figures use the 126 countries reporting all of them, and 71 candidate measures.

This shows how much it moves with the others. It does not explain anything. Measures that move together end up on the same pattern whether or not anything connects them. And the countries here are the best-documented ones. A high figure means this measure is largely predictable from the others, not that they produce it.
Patterns usedShare of this measure accounted forAdded by this pattern
110%—
211%+0%
321%+10%
423%+2%
525%+3%
627%+2%

How it differs by category

This compares the measure across groups of countries, such as those sharing a main religion, instead of against another number. The figure is the share of the differences between countries on this measure that lies between the groups, on a scale from 0 to 1. It is shown before and after adjusting for national income.

The “between groups” figure runs from 0 (the groups are no different) to 1 (the groups explain all the differences between countries). Groups have no up or down, so this says how much the groups differ, never which way. For that, read the group averages. The figure also tends to rise when there are more groups. So to judge whether it could be chance (q), we shuffle the same labels among the same countries many times and see how often a figure this big turns up. Then we allow for the fact that many measures are checked at once, since with enough checks a few big figures turn up by luck alone. Groups with fewer than 12 countries are left out. And countries that share a label share a lot else. Adjusting for income rules out one third factor, but leaves language, region, legal tradition and history untouched.

Grouped byBetween groupsAfter incomeqGroups at each end
Last European coloniser0.260.250.127worst: United Kingdom 19.2% · best: Spain 13.2%
% of adults
Largest religious group0.080.050.656worst: Christians 19.6% · best: Muslims 17.9%
% of adults

Every other pair

Everything else this measure was tested against, apart from the links that hold up and the pairs built from the same numbers. Sorted by the link after adjusting. Search by name; every column sorts. A small adjusted figure is a result too. It says the two do not move together once income is set aside.

138 of 138
Tobacco use and Adolescent fertilityCould easily be chance once only countries with similar income are compared. Adolescent fertility by country-0.42-0.450.070164proxy
Tobacco use and Old-age spendingCould easily be chance once only countries with similar income are compared. Old-age spending by country+0.40+0.410.13742independent
Tobacco use and Adult literacyCould easily be chance once only countries with similar income are compared. Adult literacy by country+0.43+0.400.123121high
Tobacco use and Population 0-14Could easily be chance once only countries with similar income are compared. Population 0-14 by country-0.35-0.390.094164proxy
Tobacco use and Education scoreCould easily be chance once only countries with similar income are compared. Education score by country+0.37+0.390.082162proxy
Tobacco use and Wellbeing scoreCould easily be chance once only countries with similar income are compared. Wellbeing score by country-0.11-0.380.142100high
Tobacco use and Marriage rateCould easily be chance once only countries with similar income are compared. Marriage rate by country+0.38+0.380.09146independent
Tobacco use and Government consumptionCould easily be chance once only countries with similar income are compared. Government consumption by country+0.38+0.370.059153independent
Tobacco use and Fertility rateCould easily be chance once only countries with similar income are compared. Fertility rate by country-0.36-0.370.112164proxy
Tobacco use and Married by 18Could easily be chance once only countries with similar income are compared. Married by 18 by country-0.39-0.370.089121moderate
Tobacco use and Population 65+Could easily be chance once only countries with similar income are compared. Population 65+ by country+0.39+0.370.075164high
Tobacco use and Under-5 mortalityCould easily be chance once only countries with similar income are compared. Under-5 mortality by country-0.37-0.370.143164proxy
Tobacco use and Infrastructure scoreCould easily be chance once only countries with similar income are compared. Infrastructure score by country+0.32+0.350.059164proxy
Tobacco use and Infant mortalityCould easily be chance once only countries with similar income are compared. Infant mortality by country-0.36-0.350.131164proxy
Tobacco use and Electricity accessCould easily be chance once only countries with similar income are compared. Electricity access by country+0.37+0.350.119164high
Tobacco use and Gini indexCould easily be chance once only countries with similar income are compared. Gini index by country-0.39-0.340.261147moderate
Tobacco use and Primary completionCould easily be chance once only countries with similar income are compared. Primary completion by country+0.41+0.320.140146proxy
Tobacco use and Hospital bedsCould easily be chance once only countries with similar income are compared. Hospital beds by country+0.36+0.310.207151high
Tobacco use and Maternal mortalityCould easily be chance once only countries with similar income are compared. Maternal mortality by country-0.35-0.310.166164proxy
Tobacco use and Premature NCD mortalityAlmost no link either way. Premature NCD mortality by country+0.09+0.310.206159high
Tobacco use and Interpersonal trustCould easily be chance once only countries with similar income are compared. Interpersonal trust by country-0.13-0.290.263100high
Tobacco use and PhysiciansCould easily be chance once only countries with similar income are compared. Physicians by country+0.33+0.290.171164proxy
Tobacco use and PISA mathsAlmost no link either way. PISA maths by country+0.07+0.290.42282high
Tobacco use and Extreme poverty rateCould easily be chance once only countries with similar income are compared. Extreme poverty rate by country-0.38-0.290.249147proxy
Tobacco use and Basic water accessCould easily be chance once only countries with similar income are compared. Basic water access by country+0.32+0.280.085164proxy
Tobacco use and Homicide rateCould easily be chance once only countries with similar income are compared. Homicide rate by country-0.29-0.270.185144moderate
Tobacco use and Births outside marriageCould easily be chance once only countries with similar income are compared. Births outside marriage by country-0.23-0.270.41842independent
Tobacco use and Marriage rate (UN)Could easily be chance once only countries with similar income are compared. Marriage rate (UN) by country+0.28+0.260.13182independent
Tobacco use and Women ministersCould easily be chance once only countries with similar income are compared. Women ministers by country-0.21-0.260.181163independent
Tobacco use and Vulnerable employmentCould easily be chance once only countries with similar income are compared. Vulnerable employment by country-0.32-0.260.217157proxy
Tobacco use and Tuberculosis incidenceCould easily be chance once only countries with similar income are compared. Tuberculosis incidence by country+0.12+0.260.491164high
Tobacco use and Secondary enrollmentCould easily be chance once only countries with similar income are compared. Secondary enrollment by country+0.29+0.260.125159high
Tobacco use and Divorce rate (UN)Could easily be chance once only countries with similar income are compared. Divorce rate (UN) by country+0.25+0.250.30175independent
Tobacco use and Out of school, primaryCould easily be chance once only countries with similar income are compared. Out of school, primary by country-0.29-0.240.139158moderate
Tobacco use and Health spendingCould easily be chance once only countries with similar income are compared. Health spending by country+0.26+0.230.085164independent
Tobacco use and Religious attendanceCould easily be chance once only countries with similar income are compared. Religious attendance by country-0.31-0.230.18898high
Tobacco use and Public social spendingCould easily be chance once only countries with similar income are compared. Public social spending by country+0.18+0.230.26942moderate
Tobacco use and Internet usersCould easily be chance once only countries with similar income are compared. Internet users by country+0.27+0.220.164164proxy
Tobacco use and Male labor participationCould easily be chance once only countries with similar income are compared. Male labor participation by country-0.22-0.220.392157independent
Tobacco use and Pre-trial detainee shareCould easily be chance once only countries with similar income are compared. Pre-trial detainee share by country-0.26-0.220.266148independent
Tobacco use and Public order spendingCould easily be chance once only countries with similar income are compared. Public order spending by country+0.28+0.220.11737high
Tobacco use and Trade opennessCould easily be chance once only countries with similar income are compared. Trade openness by country+0.28+0.210.071153moderate
Tobacco use and Retirement age, womenCould easily be chance once only countries with similar income are compared. Retirement age, women by country-0.17-0.210.45049independent
Tobacco use and Single-parent householdsCould easily be chance once only countries with similar income are compared. Single-parent households by country-0.22-0.210.271132independent
Tobacco use and Tax revenueCould easily be chance once only countries with similar income are compared. Tax revenue by country+0.23+0.200.053135moderate
Tobacco use and Life satisfactionCould easily be chance once only countries with similar income are compared. Life satisfaction by country+0.14-0.200.331144proxy
Tobacco use and Expected schoolingCould easily be chance once only countries with similar income are compared. Expected schooling by country+0.27+0.200.088164proxy
Tobacco use and Divorce rateCould easily be chance once only countries with similar income are compared. Divorce rate by country+0.21+0.200.17145independent
Tobacco use and Unemployment benefit spendingAlmost no link either way. Unemployment benefit spending by country+0.07+0.200.40239moderate
Tobacco use and Fixed broadbandCould easily be chance once only countries with similar income are compared. Fixed broadband by country+0.27+0.200.429164proxy
Tobacco use and Gender scoreCould easily be chance once only countries with similar income are compared. Gender score by country-0.12-0.190.236162moderate
Tobacco use and GDP growthCould easily be chance once only countries with similar income are compared. GDP growth by country-0.21-0.180.176164moderate
Tobacco use and Armed conflict presentCould easily be chance once only countries with similar income are compared. Armed conflict present by country-0.23-0.180.091164moderate
Tobacco use and Gender Development IndexCould easily be chance once only countries with similar income are compared. Gender Development Index by country+0.25+0.180.488162high
Tobacco use and Women in parliamentCould easily be chance once only countries with similar income are compared. Women in parliament by country-0.11-0.170.299163independent
Tobacco use and Education spendingCould easily be chance once only countries with similar income are compared. Education spending by country+0.17+0.160.402159independent
Tobacco use and UndernourishmentCould easily be chance once only countries with similar income are compared. Undernourishment by country-0.29-0.160.145145proxy
Tobacco use and Life expectancyCould easily be chance once only countries with similar income are compared. Life expectancy by country+0.24+0.160.187164proxy
Tobacco use and UnemploymentCould easily be chance once only countries with similar income are compared. Unemployment by country+0.15+0.160.498157independent
Tobacco use and Government effectivenessAlmost no link either way. Government effectiveness by country+0.07-0.160.431164proxy
Tobacco use and Active labour market spendingCould easily be chance once only countries with similar income are compared. Active labour market spending by country+0.12+0.160.42942moderate
Tobacco use and Political rights (FH)Could easily be chance once only countries with similar income are compared. Political rights (FH) by country-0.22-0.150.344163moderate
Tobacco use and Birth registrationCould easily be chance once only countries with similar income are compared. Birth registration by country+0.24+0.150.366151proxy
Tobacco use and Self-reported happinessAlmost no link either way. Self-reported happiness by country-0.07-0.150.528100moderate
Tobacco use and Employment in agricultureCould easily be chance once only countries with similar income are compared. Employment in agriculture by country-0.26-0.150.504157proxy
Tobacco use and PISA scienceAlmost no link either way. PISA science by country-0.02+0.140.61182high
Tobacco use and Anaemia in womenCould easily be chance once only countries with similar income are compared. Anaemia in women by country-0.23-0.140.511164high
Tobacco use and Adult obesityCould easily be chance once only countries with similar income are compared. Adult obesity by country+0.18+0.140.636164moderate
Tobacco use and Civil liberties (FH)Could easily be chance once only countries with similar income are compared. Civil liberties (FH) by country-0.20-0.130.394163moderate
Tobacco use and Corruption Perceptions IndexAlmost no link either way. Corruption Perceptions Index by country+0.07-0.130.543154high
Tobacco use and Skilled birth attendanceCould easily be chance once only countries with similar income are compared. Skilled birth attendance by country+0.23+0.130.365155high
Tobacco use and Environment scoreCould easily be chance once only countries with similar income are compared. Environment score by country-0.18-0.120.597164moderate
Tobacco use and Trust in governmentCould easily be chance once only countries with similar income are compared. Trust in government by country-0.13-0.120.72347moderate
Tobacco use and Children with one parentCould easily be chance once only countries with similar income are compared. Children with one parent by country-0.15-0.120.67938independent
Tobacco use and Conflict deathsAlmost no link either way. Conflict deaths by country+0.10+0.120.369164moderate
Tobacco use and Voice and accountabilityCould easily be chance once only countries with similar income are compared. Voice and accountability by country+0.20+0.120.431164moderate
Tobacco use and Out-of-pocket health spendingCould easily be chance once only countries with similar income are compared. Out-of-pocket health spending by country-0.17-0.110.636164moderate
Tobacco use and Suicide rateCould easily be chance once only countries with similar income are compared. Suicide rate by country+0.15+0.110.234159independent
Tobacco use and Women in a unionAlmost no link either way. Women in a union by country+0.03+0.110.572162moderate
Tobacco use and Protected landAlmost no link either way. Protected land by country-0.06-0.100.611164independent
Tobacco use and Freedom of associationCould easily be chance once only countries with similar income are compared. Freedom of association by country+0.16+0.100.509151moderate
Tobacco use and Migrant share of populationAlmost no link either way. Migrant share of population by country+0.03-0.100.457164high
Tobacco use and Regulatory qualityAlmost no link either way. Regulatory quality by country+0.09-0.100.529164proxy
Tobacco use and Family benefits spendingAlmost no link either way. Family benefits spending by country+0.08+0.100.67742independent
Tobacco use and Hours workedCould easily be chance once only countries with similar income are compared. Hours worked by country+0.15-0.090.28338high
Tobacco use and Political corruptionAlmost no link either way. Political corruption by country-0.09+0.090.504151high
Tobacco use and Frequent prayerCould easily be chance once only countries with similar income are compared. Frequent prayer by country-0.17-0.090.53272high
Tobacco use and Rule of lawCould easily be chance once only countries with similar income are compared. Rule of law by country+0.19+0.080.723164high
Tobacco use and Aid givenCould easily be chance once only countries with similar income are compared. Aid given by country-0.32-0.080.49847high
Tobacco use and CO2 per capitaAlmost no link either way. CO2 per capita by country+0.01-0.080.674160proxy
Tobacco use and Market-income GiniCould easily be chance once only countries with similar income are compared. Market-income Gini by country+0.14+0.080.38745moderate
Tobacco use and Political stabilityCould easily be chance once only countries with similar income are compared. Political stability by country+0.17+0.080.792164moderate
Tobacco use and Child stuntingCould easily be chance once only countries with similar income are compared. Child stunting by country-0.19-0.070.714141proxy
Tobacco use and HIV prevalenceCould easily be chance once only countries with similar income are compared. HIV prevalence by country-0.12-0.070.532132moderate
Tobacco use and Women in managementAlmost no link either way. Women in management by country-0.02-0.070.771136moderate
Tobacco use and Military spendingAlmost no link either way. Military spending by country+0.10+0.070.530143independent
Tobacco use and Gender wage gapAlmost no link either way. Gender wage gap by country+0.07+0.070.80638independent
Tobacco use and Government spending per capitaCould easily be chance once only countries with similar income are compared. Government spending per capita by country-0.13-0.060.78143proxy
Tobacco use and Alcohol consumptionCould easily be chance once only countries with similar income are compared. Alcohol consumption by country+0.15+0.060.831161moderate
Tobacco use and Muslim shareAlmost no link either way. Muslim share by country-0.10-0.060.793159independent
Tobacco use and Refugees originatingAlmost no link either way. Refugees originating by country+0.02+0.060.489163moderate
Tobacco use and Political civil libertiesCould easily be chance once only countries with similar income are compared. Political civil liberties by country+0.12+0.060.691151moderate
Tobacco use and PISA readingAlmost no link either way. PISA reading by country-0.08+0.050.76382high
Tobacco use and Religiously unaffiliatedAlmost no link either way. Religiously unaffiliated by country+0.04-0.050.544159moderate
Tobacco use and Governance scoreCould easily be chance once only countries with similar income are compared. Governance score by country+0.16+0.050.680154moderate
Tobacco use and UrbanizationAlmost no link either way. Urbanization by country+0.09-0.050.781164high
Tobacco use and Electoral democracyCould easily be chance once only countries with similar income are compared. Electoral democracy by country+0.15+0.050.734151moderate
Tobacco use and Control of corruptionCould easily be chance once only countries with similar income are compared. Control of corruption by country+0.10-0.040.872164high
Tobacco use and ResearchersCould easily be chance once only countries with similar income are compared. Researchers by country+0.16-0.040.886123proxy
Tobacco use and Youth not in work or studyAlmost no link either way. Youth not in work or study by country-0.07+0.040.688153high
Tobacco use and Health coverage indexCould easily be chance once only countries with similar income are compared. Health coverage index by country+0.15-0.040.909164proxy
Tobacco use and Christian shareAlmost no link either way. Christian share by country+0.03+0.040.898159independent
Tobacco use and Mobile subscriptionsAlmost no link either way. Mobile subscriptions by country+0.04-0.040.755164moderate
Tobacco use and Liberal democracyCould easily be chance once only countries with similar income are compared. Liberal democracy by country+0.15+0.030.787151moderate
Tobacco use and Forest areaAlmost no link either way. Forest area by country+0.04+0.030.891164independent
Tobacco use and Primary enrollmentAlmost no link either way. Primary enrollment by country+0.00+0.030.779162independent
Tobacco use and DTP3 immunisationAlmost no link either way. DTP3 immunisation by country+0.06-0.030.846164moderate
Tobacco use and Free and fair electionsCould easily be chance once only countries with similar income are compared. Free and fair elections by country+0.16+0.030.735151high
Tobacco use and Labour scoreCould easily be chance once only countries with similar income are compared. Labour score by country+0.11-0.030.825163high
Tobacco use and Agricultural landAlmost no link either way. Agricultural land by country-0.08-0.030.893164independent
Tobacco use and Civil society participationAlmost no link either way. Civil society participation by country+0.01-0.030.888151independent
Tobacco use and Freedom of expressionAlmost no link either way. Freedom of expression by country+0.08+0.030.884151moderate
Tobacco use and Participatory democracyCould easily be chance once only countries with similar income are compared. Participatory democracy by country+0.13+0.020.837151moderate
Tobacco use and Women's political empowermentCould easily be chance once only countries with similar income are compared. Women's political empowerment by country+0.12+0.020.919151moderate
Tobacco use and Compulsory schoolingAlmost no link either way. Compulsory schooling by country+0.09+0.020.941154moderate
Tobacco use and Women's age at first marriageCould easily be chance once only countries with similar income are compared. Women's age at first marriage by country-0.19-0.010.96840moderate
Tobacco use and Age at childbearingCould easily be chance once only countries with similar income are compared. Age at childbearing by country+0.10+0.010.971164moderate
Tobacco use and Confidence in religious institutionsCould easily be chance once only countries with similar income are compared. Confidence in religious institutions by country-0.10-0.010.967100moderate
Tobacco use and FDI inflowsAlmost no link either way. FDI inflows by country-0.01-0.010.828164independent
Tobacco use and One-person householdsCould easily be chance once only countries with similar income are compared. One-person households by country+0.19-0.010.971132high
Tobacco use and Regime typeCould easily be chance once only countries with similar income are compared. Regime type by country+0.11-0.010.950151moderate
Tobacco use and Religion very importantCould easily be chance once only countries with similar income are compared. Religion very important by country-0.12-0.010.965100high
Tobacco use and InflationAlmost no link either way. Inflation by country-0.02-0.000.958161independent
Tobacco use and Corporate tax rateCould easily be chance once only countries with similar income are compared. Corporate tax rate by country-0.10-0.000.99677moderate
Tobacco use and Recycling rateCould easily be chance once only countries with similar income are compared. Recycling rate by country-0.11-0.000.99935moderate
Tobacco use and GDP per capita (PPP)One side of this pair is national income itself, the thing the other figures adjust for. Adjusting income for income leaves nothing, so there is no adjusted figure. The unadjusted link shows how closely the other measure follows income. GDP per capita (PPP) by country+0.07——164proxy
Tobacco use and GNI per capita (PPP)One side of this pair is national income itself, the thing the other figures adjust for. Adjusting income for income leaves nothing, so there is no adjusted figure. The unadjusted link shows how closely the other measure follows income. GNI per capita (PPP) by country+0.08——164proxy
Tobacco use and GDP per capita (market)One side of this pair is national income itself, the thing the other figures adjust for. Adjusting income for income leaves nothing, so there is no adjusted figure. The unadjusted link shows how closely the other measure follows income. GDP per capita (market) by country+0.01——164proxy

Source

World Health Organization

CC BY 4.0 · licence terms · updated quarterly

World Bank, World Development Indicators