placestats

Gini index

Gini index

Link with national income-0.34partly income-linked
Links that hold up7of 158 pairs tested
Unitindex (0-100)higher is worse
SourceWDICC BY 4.0
What this measures. Sparse and uneven: most countries report only every few years, and coverage is thinnest where inequality is highest. Be wary of comparisons that match Gini with other measures year by 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?
Gini index and RedistributionWhere Gini index is higher, Redistribution tends to be lower: a moderate link that holds when only countries with similar income are compared. Redistribution by country-0.68-0.560.02944moderate
Gini index and Women in a unionWhere Gini index is higher, Women in a union tends to be lower: a moderate link that holds when only countries with similar income are compared. Women in a union by country-0.34-0.510.038159moderate
Gini index and Homicide rateWhere Gini index is higher, Homicide rate tends to be higher: a moderate link that holds when only countries with similar income are compared. Homicide rate by country+0.51+0.490.035139moderate
Gini index and Adolescent fertilityWhere Gini index is higher, Adolescent fertility tends to be higher: a weak link that holds when only countries with similar income are compared. Adolescent fertility by country+0.45+0.380.003163proxy
Gini index and Road traffic deathsWhere Gini index is higher, Road traffic deaths tends to be higher: a weak link that holds when only countries with similar income are compared. Road traffic deaths by country+0.46+0.370.009160high
Gini index and Food insecurityWhere Gini index is higher, Food insecurity tends to be higher: a weak link that holds when only countries with similar income are compared. Food insecurity by country+0.43+0.320.043138proxy
Gini index and Refugees originatingWhere Gini index is higher, Refugees originating tends to be lower: a weak link that holds when only countries with similar income are compared. Refugees originating by country-0.11-0.170.036161moderate

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?
Gini index and Equality scoreNot an independent finding: one of these indices is built partly from the other, so their agreement is just arithmetic. Equality score by country-0.79-0.830.011163high

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 125 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
114%—
218%+4%
332%+13%
437%+5%
537%+1%
637%+0%

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 coloniser0.430.440.006worst: Spain 43.1 · best: Never a European colony 33
index (0-100)
Largest religious group0.240.310.003worst: Christians 37.6 · best: Muslims 33.7
index (0-100)

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.

150 of 150
Gini index and HIV prevalenceComparing only countries with similar income it is still +0.56, but that could easily be chance once we allow for countries in the same region being alike. HIV prevalence by country+0.58+0.560.343130moderate
Gini index and Market-income GiniComparing only countries with similar income it is still +0.50, but that could easily be chance once we allow for countries in the same region being alike. Market-income Gini by country+0.61+0.500.06644moderate
Gini index and PISA mathsComparing only countries with similar income it is still -0.43, but that could easily be chance once we allow for countries in the same region being alike. PISA maths by country-0.53-0.430.27379high
Gini index and Family benefits spendingComparing only countries with similar income it is still -0.41, but that could easily be chance once we allow for countries in the same region being alike. Family benefits spending by country-0.51-0.410.09241independent
Gini index and Inequality-adjusted HDICould easily be chance once only countries with similar income are compared. Inequality-adjusted HDI by country-0.41-0.400.059154proxy
Gini index and UnemploymentCould easily be chance once only countries with similar income are compared. Unemployment by country+0.37+0.380.406155independent
Gini index and Public social spendingLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (-0.37) could easily be chance. Public social spending by country-0.54-0.370.06241moderate
Gini index and Labour scoreCould easily be chance once only countries with similar income are compared. Labour score by country-0.45-0.360.225161high
Gini index and Christian shareCould easily be chance once only countries with similar income are compared. Christian share by country+0.33+0.360.329160independent
Gini index and Tobacco useCould easily be chance once only countries with similar income are compared. Tobacco use by country-0.39-0.340.261147independent
Gini index and Single-parent householdsCould easily be chance once only countries with similar income are compared. Single-parent households by country+0.32+0.330.199134independent
Gini index and Gender Inequality IndexCould easily be chance once only countries with similar income are compared. Gender Inequality Index by country+0.40+0.320.139152proxy
Gini index and Old-age spendingCould easily be chance once only countries with similar income are compared. Old-age spending by country-0.36-0.310.07541independent
Gini index and ResearchersCould easily be chance once only countries with similar income are compared. Researchers by country-0.46-0.300.135117proxy
Gini index and Muslim shareCould easily be chance once only countries with similar income are compared. Muslim share by country-0.20-0.290.376160independent
Gini index and Marriage rate (UN)Could easily be chance once only countries with similar income are compared. Marriage rate (UN) by country-0.16-0.290.41482independent
Gini index and Extreme poverty rateCould easily be chance once only countries with similar income are compared. Extreme poverty rate by country+0.40+0.290.386163proxy
Gini index and Recycling rateCould easily be chance once only countries with similar income are compared. Recycling rate by country-0.43-0.290.36635moderate
Gini index and Religious attendanceCould easily be chance once only countries with similar income are compared. Religious attendance by country+0.45+0.290.08196high
Gini index and Median ageCould easily be chance once only countries with similar income are compared. Median age by country-0.38-0.290.155163proxy
Gini index and Women in managementCould easily be chance once only countries with similar income are compared. Women in management by country+0.20+0.290.239139moderate
Gini index 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-0.40-0.280.23839moderate
Gini index and Population 65+Could easily be chance once only countries with similar income are compared. Population 65+ by country-0.38-0.270.145163high
Gini index and Divorce rate (UN)Could easily be chance once only countries with similar income are compared. Divorce rate (UN) by country-0.25-0.270.32976independent
Gini index and Fixed broadbandCould easily be chance once only countries with similar income are compared. Fixed broadband by country-0.37-0.260.094162proxy
Gini index and Frequent prayerCould easily be chance once only countries with similar income are compared. Frequent prayer by country+0.37+0.260.31969high
Gini index and Gender Development IndexAlmost no link either way. Gender Development Index by country+0.02+0.260.342160high
Gini index and Interpersonal trustCould easily be chance once only countries with similar income are compared. Interpersonal trust by country-0.40-0.260.36197high
Gini index and Health scoreCould easily be chance once only countries with similar income are compared. Health score by country-0.31-0.250.175162moderate
Gini index and Age at childbearingCould easily be chance once only countries with similar income are compared. Age at childbearing by country-0.34-0.250.422163moderate
Gini index and PISA scienceCould easily be chance once only countries with similar income are compared. PISA science by country-0.42-0.250.35079high
Gini index and Hospital bedsCould easily be chance once only countries with similar income are compared. Hospital beds by country-0.34-0.240.263148high
Gini index and Children with one parentCould easily be chance once only countries with similar income are compared. Children with one parent by country+0.19+0.230.45138independent
Gini index and Infrastructure scoreCould easily be chance once only countries with similar income are compared. Infrastructure score by country-0.35-0.230.201162proxy
Gini index and Informal employmentCould easily be chance once only countries with similar income are compared. Informal employment by country+0.35+0.220.343132proxy
Gini index and Unemployment benefit spendingCould easily be chance once only countries with similar income are compared. Unemployment benefit spending by country-0.30-0.220.48338moderate
Gini index and UndernourishmentCould easily be chance once only countries with similar income are compared. Undernourishment by country+0.35+0.220.377146proxy
Gini index and Women ministersCould easily be chance once only countries with similar income are compared. Women ministers by country+0.14+0.220.428161independent
Gini index and PhysiciansCould easily be chance once only countries with similar income are compared. Physicians by country-0.35-0.220.281162proxy
Gini index and Hours workedLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (+0.21) could easily be chance. Hours worked by country+0.52+0.210.22137high
Gini index and Forest areaCould easily be chance once only countries with similar income are compared. Forest area by country+0.19+0.210.139162independent
Gini index and Out-of-pocket health spendingAlmost no link either way. Out-of-pocket health spending by country-0.09-0.210.536162moderate
Gini index and Government expenseCould easily be chance once only countries with similar income are compared. Government expense by country-0.28-0.190.227135moderate
Gini index and Slum share of urban populationCould easily be chance once only countries with similar income are compared. Slum share of urban population by country+0.33+0.190.322158high
Gini index and Population 0-14Could easily be chance once only countries with similar income are compared. Population 0-14 by country+0.34+0.190.374163proxy
Gini index and Marriage rateCould easily be chance once only countries with similar income are compared. Marriage rate by country-0.12-0.190.60245independent
Gini index and Armed conflict presentCould easily be chance once only countries with similar income are compared. Armed conflict present by country+0.27+0.190.230163moderate
Gini index and Military spendingCould easily be chance once only countries with similar income are compared. Military spending by country-0.20-0.190.116141independent
Gini index and Retirement age, womenCould easily be chance once only countries with similar income are compared. Retirement age, women by country+0.21+0.180.54947independent
Gini index and Gender scoreAlmost no link either way. Gender score by country+0.05+0.180.437162moderate
Gini index and Basic sanitationCould easily be chance once only countries with similar income are compared. Basic sanitation by country-0.32-0.170.421161high
Gini index and Birth rateCould easily be chance once only countries with similar income are compared. Birth rate by country+0.33+0.170.396163proxy
Gini index and Tertiary enrollmentCould easily be chance once only countries with similar income are compared. Tertiary enrollment by country-0.33-0.160.356151high
Gini index and Birth registrationCould easily be chance once only countries with similar income are compared. Birth registration by country-0.31-0.160.459150proxy
Gini index and UrbanizationAlmost no link either way. Urbanization by country-0.07+0.160.214163high
Gini index and Female labor participationCould easily be chance once only countries with similar income are compared. Female labor participation by country+0.14+0.160.462155independent
Gini index and Life expectancyCould easily be chance once only countries with similar income are compared. Life expectancy by country-0.32-0.160.535163proxy
Gini index and Child stuntingCould easily be chance once only countries with similar income are compared. Child stunting by country+0.24+0.150.204140proxy
Gini index and Wellbeing scoreCould easily be chance once only countries with similar income are compared. Wellbeing score by country-0.36-0.150.58097high
Gini index and Freedom of associationAlmost no link either way. Freedom of association by country+0.02+0.150.298152moderate
Gini index and Youth not in work or studyCould easily be chance once only countries with similar income are compared. Youth not in work or study by country+0.27+0.150.379155high
Gini index and Rule of lawCould easily be chance once only countries with similar income are compared. Rule of law by country-0.30-0.150.472163high
Gini index and Government consumptionCould easily be chance once only countries with similar income are compared. Government consumption by country-0.17-0.140.599152independent
Gini index and DTP3 immunisationCould easily be chance once only countries with similar income are compared. DTP3 immunisation by country-0.25-0.140.304162moderate
Gini index and Participatory democracyAlmost no link either way. Participatory democracy by country-0.08+0.130.433152moderate
Gini index and Electricity accessCould easily be chance once only countries with similar income are compared. Electricity access by country-0.30-0.130.563162high
Gini index and Trade opennessCould easily be chance once only countries with similar income are compared. Trade openness by country-0.24-0.130.510153moderate
Gini index and Electoral democracyAlmost no link either way. Electoral democracy by country-0.07+0.130.417152moderate
Gini index and Tuberculosis incidenceCould easily be chance once only countries with similar income are compared. Tuberculosis incidence by country+0.25+0.130.772162high
Gini index and Compulsory schoolingAlmost no link either way. Compulsory schooling by country-0.02+0.130.697154moderate
Gini index and Infant mortalityCould easily be chance once only countries with similar income are compared. Infant mortality by country+0.30+0.130.449163proxy
Gini index and Environment scoreCould easily be chance once only countries with similar income are compared. Environment score by country+0.22+0.130.231162moderate
Gini index and Aid givenCould easily be chance once only countries with similar income are compared. Aid given by country-0.19-0.120.82443high
Gini index and Regime typeAlmost no link either way. Regime type by country-0.08+0.120.344152moderate
Gini index and Anaemia in womenAlmost no link either way. Anaemia in women by country+0.10-0.120.585161high
Gini index and Women in parliamentAlmost no link either way. Women in parliament by country+0.04+0.120.509161independent
Gini index and Basic water accessCould easily be chance once only countries with similar income are compared. Basic water access by country-0.29-0.120.596161proxy
Gini index and Control of corruptionCould easily be chance once only countries with similar income are compared. Control of corruption by country-0.28-0.120.525163high
Gini index and Free and fair electionsCould easily be chance once only countries with similar income are compared. Free and fair elections by country-0.11+0.110.484152high
Gini index and Conflict deathsAlmost no link either way. Conflict deaths by country-0.07-0.110.282163moderate
Gini index and Health coverage indexCould easily be chance once only countries with similar income are compared. Health coverage index by country-0.19+0.110.600162proxy
Gini index and Public order spendingCould easily be chance once only countries with similar income are compared. Public order spending by country+0.25-0.110.63737high
Gini index and Pupil-teacher ratioCould easily be chance once only countries with similar income are compared. Pupil-teacher ratio by country+0.30+0.110.371153proxy
Gini index and Divorce rateCould easily be chance once only countries with similar income are compared. Divorce rate by country+0.16+0.110.52444independent
Gini index and Liberal democracyCould easily be chance once only countries with similar income are compared. Liberal democracy by country-0.10+0.110.438152moderate
Gini index and Corruption Perceptions IndexCould easily be chance once only countries with similar income are compared. Corruption Perceptions Index by country-0.29-0.110.561154high
Gini index and Political civil libertiesAlmost no link either way. Political civil liberties by country-0.01+0.110.424152moderate
Gini index and Active labour market spendingCould easily be chance once only countries with similar income are compared. Active labour market spending by country-0.35-0.110.67141moderate
Gini index and Married by 18Could easily be chance once only countries with similar income are compared. Married by 18 by country+0.19+0.100.804124moderate
Gini index and GDP growthAlmost no link either way. GDP growth by country-0.02-0.100.544163moderate
Gini index and Migrant share of populationCould easily be chance once only countries with similar income are compared. Migrant share of population by country-0.24-0.100.487162high
Gini index and Adult literacyAlmost no link either way. Adult literacy by country-0.01+0.100.737116high
Gini index and Freedom of expressionAlmost no link either way. Freedom of expression by country-0.01+0.100.404152moderate
Gini index and Retirement age, menCould easily be chance once only countries with similar income are compared. Retirement age, men by country+0.23+0.100.73747independent
Gini index and Protected landAlmost no link either way. Protected land by country+0.03+0.100.233162independent
Gini index and Governance scoreAlmost no link either way. Governance score by country-0.10+0.100.448154moderate
Gini index and InflationCould easily be chance once only countries with similar income are compared. Inflation by country+0.12+0.090.149162independent
Gini index and Self-reported happinessCould easily be chance once only countries with similar income are compared. Self-reported happiness by country-0.19-0.090.79597moderate
Gini index and HDICould easily be chance once only countries with similar income are compared. HDI by country-0.30-0.090.604162proxy
Gini index and Corporate tax rateCould easily be chance once only countries with similar income are compared. Corporate tax rate by country+0.21+0.090.64071moderate
Gini index and Internet usersCould easily be chance once only countries with similar income are compared. Internet users by country-0.29-0.090.552163proxy
Gini index and PISA readingCould easily be chance once only countries with similar income are compared. PISA reading by country-0.33-0.090.43579high
Gini index and Adult obesityAlmost no link either way. Adult obesity by country+0.01+0.090.736162moderate
Gini index and Secondary enrollmentCould easily be chance once only countries with similar income are compared. Secondary enrollment by country-0.27-0.090.690155high
Gini index and Government effectivenessCould easily be chance once only countries with similar income are compared. Government effectiveness by country-0.28-0.080.680163proxy
Gini index and Employment in agricultureCould easily be chance once only countries with similar income are compared. Employment in agriculture by country+0.21-0.080.504155proxy
Gini index and Male labor participationAlmost no link either way. Male labor participation by country+0.09+0.070.768155independent
Gini index and Skilled birth attendanceCould easily be chance once only countries with similar income are compared. Skilled birth attendance by country-0.13+0.070.573152high
Gini index and CO2 per capitaCould easily be chance once only countries with similar income are compared. CO2 per capita by country-0.23-0.070.651159proxy
Gini index and One-person householdsCould easily be chance once only countries with similar income are compared. One-person households by country-0.15+0.070.851134high
Gini index and Civil society participationAlmost no link either way. Civil society participation by country-0.02+0.070.373152independent
Gini index and Births outside marriageAlmost no link either way. Births outside marriage by country-0.02-0.060.89841independent
Gini index and Political rights (FH)Almost no link either way. Political rights (FH) by country+0.09-0.060.747162moderate
Gini index and Fertility rateCould easily be chance once only countries with similar income are compared. Fertility rate by country+0.27+0.060.792163proxy
Gini index and Government spending per capitaLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, almost nothing remains. Government spending per capita by country-0.52-0.060.71342proxy
Gini index and Religion very importantCould easily be chance once only countries with similar income are compared. Religion very important by country+0.28+0.060.83397high
Gini index and Population growthCould easily be chance once only countries with similar income are compared. Population growth by country+0.18+0.060.686163moderate
Gini index and Education scoreCould easily be chance once only countries with similar income are compared. Education score by country-0.26-0.050.826161proxy
Gini index and Women's political empowermentCould easily be chance once only countries with similar income are compared. Women's political empowerment by country-0.11+0.050.764152moderate
Gini index and Expected schoolingCould easily be chance once only countries with similar income are compared. Expected schooling by country-0.26-0.050.621162proxy
Gini index and Civil liberties (FH)Could easily be chance once only countries with similar income are compared. Civil liberties (FH) by country+0.10-0.050.776162moderate
Gini index and Premature NCD mortalityCould easily be chance once only countries with similar income are compared. Premature NCD mortality by country+0.15-0.050.903159high
Gini index and Education spendingAlmost no link either way. Education spending by country-0.06-0.050.872155independent
Gini index and Under-5 mortalityCould easily be chance once only countries with similar income are compared. Under-5 mortality by country+0.25+0.050.761163proxy
Gini index and Alcohol consumptionCould easily be chance once only countries with similar income are compared. Alcohol consumption by country-0.13+0.050.862160moderate
Gini index and Primary completionCould easily be chance once only countries with similar income are compared. Primary completion by country-0.23-0.040.829153proxy
Gini index and Primary enrollmentAlmost no link either way. Primary enrollment by country+0.06+0.040.781160independent
Gini index and Regulatory qualityCould easily be chance once only countries with similar income are compared. Regulatory quality by country-0.25-0.040.819163proxy
Gini index and Political corruptionCould easily be chance once only countries with similar income are compared. Political corruption by country+0.23+0.040.747152high
Gini index and Tax revenueAlmost no link either way. Tax revenue by country-0.07+0.040.915134moderate
Gini index and Suicide rateAlmost no link either way. Suicide rate by country-0.03+0.030.930159independent
Gini index and Voice and accountabilityCould easily be chance once only countries with similar income are compared. Voice and accountability by country-0.20-0.030.847163moderate
Gini index and Pre-trial detainee shareAlmost no link either way. Pre-trial detainee share by country+0.06-0.030.916145independent
Gini index and Mean years of schoolingCould easily be chance once only countries with similar income are compared. Mean years of schooling by country-0.25-0.030.934162proxy
Gini index and Vulnerable employmentCould easily be chance once only countries with similar income are compared. Vulnerable employment by country+0.24-0.030.892155proxy
Gini index and Health spendingAlmost no link either way. Health spending by country-0.05+0.030.812162independent
Gini index and Gender wage gapAlmost no link either way. Gender wage gap by country+0.04-0.020.89337independent
Gini index and Out of school, primaryCould easily be chance once only countries with similar income are compared. Out of school, primary by country+0.16+0.020.902157moderate
Gini index and Political stabilityCould easily be chance once only countries with similar income are compared. Political stability by country-0.13+0.020.919163moderate
Gini index and FDI inflowsAlmost no link either way. FDI inflows by country+0.02+0.020.706163independent
Gini index and Confidence in religious institutionsCould easily be chance once only countries with similar income are compared. Confidence in religious institutions by country+0.19+0.020.90297moderate
Gini index and Mobile subscriptionsCould easily be chance once only countries with similar income are compared. Mobile subscriptions by country-0.10+0.020.858163moderate
Gini index and Religiously unaffiliatedCould easily be chance once only countries with similar income are compared. Religiously unaffiliated by country-0.15-0.020.884160moderate
Gini index and Trust in governmentCould easily be chance once only countries with similar income are compared. Trust in government by country-0.18-0.010.98746moderate
Gini index and Agricultural landAlmost no link either way. Agricultural land by country+0.07+0.010.969162independent
Gini index and Life satisfactionCould easily be chance once only countries with similar income are compared. Life satisfaction by country-0.27-0.010.990144proxy
Gini index and Maternal mortalityCould easily be chance once only countries with similar income are compared. Maternal mortality by country+0.20+0.000.991162proxy
Gini index 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-0.32——163proxy
Gini index 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-0.34——163proxy
Gini index 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-0.28——163proxy

Source

World Bank

CC BY 4.0 · licence terms · updated quarterly

World Bank, World Development Indicators