placestats

Inflation

Inflation, consumer prices (annual %)

Link with national income-0.22largely independent of national income
Links that hold up2of 158 pairs tested
Unit% per yearhigher is neither better nor worse
SourceWDICC BY 4.0

How it has moved

Loading…

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.

Loading…

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?
Inflation and Trade opennessWhere Inflation is higher, Trade openness tends to be lower: a weak link that holds when only countries with similar income are compared. Trade openness by country-0.21-0.180.037172moderate
Inflation and DTP3 immunisationWhere Inflation is higher, DTP3 immunisation tends to be lower: a weak link that holds when only countries with similar income are compared. DTP3 immunisation by country-0.21-0.180.008182moderate

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 133 countries reporting all of them, and 70 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
10%—
20%+0%
33%+2%
43%+0%
53%+0%
64%+1%

This measure sits on one of the smaller patterns, not on the one all the measures share.

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 coloniser0.120.150.462fastest: Spain 14.3% · slowest: France 3.95%
% per year
Largest religious group0.020.000.994fastest: Muslims 8.3% · slowest: Christians 7.42%
% per year

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.

156 of 156
Inflation 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-0.47-0.400.28240moderate
Inflation and Births outside marriageCould easily be chance once only countries with similar income are compared. Births outside marriage by country-0.30-0.330.30042independent
Inflation and Recycling rateCould easily be chance once only countries with similar income are compared. Recycling rate by country-0.37-0.310.43435moderate
Inflation and Public order spendingCould easily be chance once only countries with similar income are compared. Public order spending by country+0.44+0.290.36037high
Inflation and Public social spendingCould easily be chance once only countries with similar income are compared. Public social spending by country-0.33-0.280.36742moderate
Inflation and Children with one parentCould easily be chance once only countries with similar income are compared. Children with one parent by country-0.28-0.260.06838independent
Inflation and Family benefits spendingCould easily be chance once only countries with similar income are compared. Family benefits spending by country-0.30-0.250.31942independent
Inflation and Government spending per capitaCould easily be chance once only countries with similar income are compared. Government spending per capita by country-0.28-0.240.10343proxy
Inflation and Aid givenAlmost no link either way. Aid given by country-0.04+0.210.28547high
Inflation and Active labour market spendingCould easily be chance once only countries with similar income are compared. Active labour market spending by country-0.25-0.200.18242moderate
Inflation and Conflict deathsCould easily be chance once only countries with similar income are compared. Conflict deaths by country+0.20+0.190.547183moderate
Inflation and Self-reported happinessCould easily be chance once only countries with similar income are compared. Self-reported happiness by country-0.22-0.190.401105moderate
Inflation and Regulatory qualityCould easily be chance once only countries with similar income are compared. Regulatory quality by country-0.21-0.180.097187proxy
Inflation and Armed conflict presentCould easily be chance once only countries with similar income are compared. Armed conflict present by country+0.21+0.180.378183moderate
Inflation and Food insecurityCould easily be chance once only countries with similar income are compared. Food insecurity by country+0.16+0.170.214154proxy
Inflation and Wellbeing scoreCould easily be chance once only countries with similar income are compared. Wellbeing score by country-0.21-0.160.565105high
Inflation and Tax revenueCould easily be chance once only countries with similar income are compared. Tax revenue by country-0.19-0.160.059148moderate
Inflation and Tertiary enrollmentAlmost no link either way. Tertiary enrollment by country+0.02+0.160.167172high
Inflation and Old-age spendingCould easily be chance once only countries with similar income are compared. Old-age spending by country-0.19-0.160.57942independent
Inflation and PhysiciansAlmost no link either way. Physicians by country+0.00+0.160.229182proxy
Inflation and Corruption Perceptions IndexCould easily be chance once only countries with similar income are compared. Corruption Perceptions Index by country-0.20-0.160.096172high
Inflation and Control of corruptionCould easily be chance once only countries with similar income are compared. Control of corruption by country-0.20-0.150.131187high
Inflation and Marriage rateCould easily be chance once only countries with similar income are compared. Marriage rate by country-0.13-0.150.52646independent
Inflation and Rule of lawCould easily be chance once only countries with similar income are compared. Rule of law by country-0.20-0.150.208187high
Inflation and Political stabilityCould easily be chance once only countries with similar income are compared. Political stability by country-0.19-0.150.204187moderate
Inflation and Adult literacyAlmost no link either way. Adult literacy by country+0.08+0.140.503131high
Inflation and Government effectivenessCould easily be chance once only countries with similar income are compared. Government effectiveness by country-0.18-0.130.212187proxy
Inflation and Gender wage gapCould easily be chance once only countries with similar income are compared. Gender wage gap by country-0.11-0.130.52538independent
Inflation and Marriage rate (UN)Almost no link either way. Marriage rate (UN) by country-0.05-0.130.20698independent
Inflation and Government expenseCould easily be chance once only countries with similar income are compared. Government expense by country-0.15-0.120.252149moderate
Inflation and Unemployment benefit spendingCould easily be chance once only countries with similar income are compared. Unemployment benefit spending by country-0.18-0.120.38539moderate
Inflation and Single-parent householdsCould easily be chance once only countries with similar income are compared. Single-parent households by country+0.12+0.120.145145independent
Inflation and Expected schoolingAlmost no link either way. Expected schooling by country-0.02+0.120.574183proxy
Inflation and Environment scoreAlmost no link either way. Environment score by country-0.06-0.110.097186moderate
Inflation and Protected landCould easily be chance once only countries with similar income are compared. Protected land by country-0.13-0.100.062186independent
Inflation and Agricultural landCould easily be chance once only countries with similar income are compared. Agricultural land by country+0.13+0.100.161185independent
Inflation and Corporate tax rateCould easily be chance once only countries with similar income are compared. Corporate tax rate by country+0.12+0.100.53683moderate
Inflation and UrbanizationAlmost no link either way. Urbanization by country-0.01+0.100.322189high
Inflation and PISA mathsCould easily be chance once only countries with similar income are compared. PISA maths by country-0.12-0.100.63087high
Inflation and Forest areaAlmost no link either way. Forest area by country-0.10-0.100.181186independent
Inflation and Divorce rate (UN)Almost no link either way. Divorce rate (UN) by country+0.07+0.100.47789independent
Inflation and Trust in governmentCould easily be chance once only countries with similar income are compared. Trust in government by country-0.13-0.090.59047moderate
Inflation and Health coverage indexAlmost no link either way. Health coverage index by country-0.06+0.090.382182proxy
Inflation and Women in parliamentAlmost no link either way. Women in parliament by country+0.06+0.090.164181independent
Inflation and Divorce rateCould easily be chance once only countries with similar income are compared. Divorce rate by country+0.11+0.090.40745independent
Inflation and Gini indexCould easily be chance once only countries with similar income are compared. Gini index by country+0.12+0.090.149162moderate
Inflation and HDIAlmost no link either way. HDI by country-0.09+0.090.437183proxy
Inflation and Voice and accountabilityCould easily be chance once only countries with similar income are compared. Voice and accountability by country-0.14-0.090.481187moderate
Inflation and Education spendingAlmost no link either way. Education spending by country-0.09-0.090.659180independent
Inflation and Tuberculosis incidenceAlmost no link either way. Tuberculosis incidence by country-0.00-0.090.452188high
Inflation and Political corruptionCould easily be chance once only countries with similar income are compared. Political corruption by country+0.14+0.080.003166high
Inflation and Education scoreAlmost no link either way. Education score by country-0.05+0.080.219184proxy
Inflation and Vulnerable employmentAlmost no link either way. Vulnerable employment by country+0.07-0.080.584173proxy
Inflation and Informal employmentCould easily be chance once only countries with similar income are compared. Informal employment by country+0.14+0.080.424138proxy
Inflation and Mean years of schoolingAlmost no link either way. Mean years of schooling by country-0.06+0.080.455183proxy
Inflation and RedistributionCould easily be chance once only countries with similar income are compared. Redistribution by country-0.14-0.070.76145moderate
Inflation and Interpersonal trustCould easily be chance once only countries with similar income are compared. Interpersonal trust by country-0.14-0.070.402105high
Inflation and Women's political empowermentCould easily be chance once only countries with similar income are compared. Women's political empowerment by country-0.12-0.070.602166moderate
Inflation and Civil liberties (FH)Could easily be chance once only countries with similar income are compared. Civil liberties (FH) by country+0.12+0.070.421183moderate
Inflation and Freedom of expressionAlmost no link either way. Freedom of expression by country-0.09-0.070.491166moderate
Inflation and Women in managementAlmost no link either way. Women in management by country-0.10-0.060.071147moderate
Inflation and Primary completionAlmost no link either way. Primary completion by country-0.04+0.060.584159proxy
Inflation and Political civil libertiesAlmost no link either way. Political civil liberties by country-0.09-0.060.524166moderate
Inflation and Inequality-adjusted HDIAlmost no link either way. Inequality-adjusted HDI by country-0.08+0.060.647164proxy
Inflation and Pre-trial detainee shareAlmost no link either way. Pre-trial detainee share by country-0.02-0.060.704167independent
Inflation and Road traffic deathsCould easily be chance once only countries with similar income are compared. Road traffic deaths by country+0.13+0.060.395179high
Inflation and Female labor participationAlmost no link either way. Female labor participation by country-0.07-0.060.642173independent
Inflation and Civil society participationAlmost no link either way. Civil society participation by country-0.08-0.060.367166independent
Inflation and Government consumptionAlmost no link either way. Government consumption by country-0.07-0.060.537170independent
Inflation and Labour scoreCould easily be chance once only countries with similar income are compared. Labour score by country-0.13-0.050.552180high
Inflation and Equality scoreCould easily be chance once only countries with similar income are compared. Equality score by country-0.11-0.050.472162high
Inflation 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+0.11+0.050.763171high
Inflation and Compulsory schoolingAlmost no link either way. Compulsory schooling by country-0.00+0.050.582178moderate
Inflation and Anaemia in womenAlmost no link either way. Anaemia in women by country+0.04-0.050.788181high
Inflation and Liberal democracyCould easily be chance once only countries with similar income are compared. Liberal democracy by country-0.11-0.050.422166moderate
Inflation and Life satisfactionCould easily be chance once only countries with similar income are compared. Life satisfaction by country-0.14-0.050.632157proxy
Inflation and Slum share of urban populationCould easily be chance once only countries with similar income are compared. Slum share of urban population by country+0.12+0.050.444177high
Inflation and Hospital bedsAlmost no link either way. Hospital beds by country-0.03+0.050.017168high
Inflation and Religion very importantAlmost no link either way. Religion very important by country+0.05-0.050.780105high
Inflation and PISA scienceAlmost no link either way. PISA science by country-0.09-0.050.74487high
Inflation and Migrant share of populationCould easily be chance once only countries with similar income are compared. Migrant share of population by country-0.11-0.050.533188high
Inflation and Military spendingAlmost no link either way. Military spending by country-0.06-0.050.298155independent
Inflation and ResearchersCould easily be chance once only countries with similar income are compared. Researchers by country-0.10-0.050.418130proxy
Inflation and One-person householdsAlmost no link either way. One-person households by country-0.05+0.050.584145high
Inflation and Political rights (FH)Almost no link either way. Political rights (FH) by country+0.09+0.040.433183moderate
Inflation and Primary enrollmentAlmost no link either way. Primary enrollment by country-0.03-0.040.766185independent
Inflation and Governance scoreAlmost no link either way. Governance score by country-0.10-0.040.717168moderate
Inflation and Fertility rateAlmost no link either way. Fertility rate by country+0.08-0.040.402189proxy
Inflation and Frequent prayerCould easily be chance once only countries with similar income are compared. Frequent prayer by country+0.11+0.040.45076high
Inflation and Out of school, primaryCould easily be chance once only countries with similar income are compared. Out of school, primary by country+0.10+0.040.745180moderate
Inflation and Basic sanitationAlmost no link either way. Basic sanitation by country-0.08+0.040.697187high
Inflation and Skilled birth attendanceAlmost no link either way. Skilled birth attendance by country-0.05+0.040.721171high
Inflation and Infant mortalityCould easily be chance once only countries with similar income are compared. Infant mortality by country+0.12+0.040.659183proxy
Inflation and Pupil-teacher ratioCould easily be chance once only countries with similar income are compared. Pupil-teacher ratio by country+0.16+0.040.306176proxy
Inflation and Health spendingAlmost no link either way. Health spending by country-0.06-0.040.822182independent
Inflation and Participatory democracyAlmost no link either way. Participatory democracy by country-0.09-0.040.572166moderate
Inflation and Confidence in religious institutionsAlmost no link either way. Confidence in religious institutions by country+0.04-0.040.596105moderate
Inflation and Electoral democracyAlmost no link either way. Electoral democracy by country-0.09-0.030.689166moderate
Inflation and PISA readingAlmost no link either way. PISA reading by country-0.08-0.030.80087high
Inflation and Premature NCD mortalityAlmost no link either way. Premature NCD mortality by country+0.06-0.030.709176high
Inflation and Christian shareAlmost no link either way. Christian share by country+0.03+0.030.713180independent
Inflation and Religious attendanceCould easily be chance once only countries with similar income are compared. Religious attendance by country+0.11+0.030.765103high
Inflation and HIV prevalenceAlmost no link either way. HIV prevalence by country+0.06+0.030.584147moderate
Inflation and Gender scoreAlmost no link either way. Gender score by country-0.07-0.030.819177moderate
Inflation and FDI inflowsAlmost no link either way. FDI inflows by country-0.04-0.030.019189independent
Inflation and Adolescent fertilityAlmost no link either way. Adolescent fertility by country+0.08-0.030.772189proxy
Inflation and Market-income GiniAlmost no link either way. Market-income Gini by country+0.09+0.030.79645moderate
Inflation and Refugees originatingAlmost no link either way. Refugees originating by country+0.06+0.030.705185moderate
Inflation and Freedom of associationAlmost no link either way. Freedom of association by country-0.06-0.030.759166moderate
Inflation and Retirement age, womenAlmost no link either way. Retirement age, women by country+0.05+0.030.79949independent
Inflation and Birth rateAlmost no link either way. Birth rate by country+0.10-0.030.542189proxy
Inflation and Employment in agricultureAlmost no link either way. Employment in agriculture by country+0.09-0.030.198173proxy
Inflation and Fixed broadbandAlmost no link either way. Fixed broadband by country-0.09+0.030.415187proxy
Inflation and Homicide rateAlmost no link either way. Homicide rate by country-0.01-0.030.660163moderate
Inflation and Married by 18Almost no link either way. Married by 18 by country+0.06+0.030.753134moderate
Inflation and Male labor participationAlmost no link either way. Male labor participation by country-0.03-0.030.562173independent
Inflation and Child stuntingAlmost no link either way. Child stunting by country+0.09+0.030.726152proxy
Inflation and Life expectancyAlmost no link either way. Life expectancy by country-0.10+0.030.654189proxy
Inflation and Women in a unionAlmost no link either way. Women in a union by country+0.03-0.030.675184moderate
Inflation and Hours workedCould easily be chance once only countries with similar income are compared. Hours worked by country+0.17+0.030.71638high
Inflation and Infrastructure scoreCould easily be chance once only countries with similar income are compared. Infrastructure score by country-0.13-0.030.777188proxy
Inflation and Regime typeAlmost no link either way. Regime type by country-0.08-0.020.729166moderate
Inflation and Health scoreAlmost no link either way. Health score by country-0.01+0.020.723182moderate
Inflation and GDP growthAlmost no link either way. GDP growth by country-0.00-0.020.648189moderate
Inflation and UnemploymentAlmost no link either way. Unemployment by country+0.03+0.020.680173independent
Inflation and Adult obesityAlmost no link either way. Adult obesity by country-0.01+0.020.734181moderate
Inflation and Women ministersAlmost no link either way. Women ministers by country-0.04-0.020.785181independent
Inflation and Mobile subscriptionsAlmost no link either way. Mobile subscriptions by country-0.07-0.020.786189moderate
Inflation and UndernourishmentAlmost no link either way. Undernourishment by country+0.06-0.020.853161proxy
Inflation and Free and fair electionsAlmost no link either way. Free and fair elections by country-0.08-0.020.873166high
Inflation and Median ageCould easily be chance once only countries with similar income are compared. Median age by country-0.12-0.020.727189proxy
Inflation and Internet usersCould easily be chance once only countries with similar income are compared. Internet users by country-0.10+0.020.860188proxy
Inflation and Religiously unaffiliatedAlmost no link either way. Religiously unaffiliated by country-0.07-0.020.665180moderate
Inflation and Extreme poverty rateAlmost no link either way. Extreme poverty rate by country+0.08-0.020.834162proxy
Inflation and Gender Inequality IndexCould easily be chance once only countries with similar income are compared. Gender Inequality Index by country+0.12+0.020.786168proxy
Inflation and CO2 per capitaAlmost no link either way. CO2 per capita by country-0.07-0.020.698182proxy
Inflation and Muslim shareAlmost no link either way. Muslim share by country+0.04+0.020.834180independent
Inflation and Birth registrationAlmost no link either way. Birth registration by country-0.07+0.010.787161proxy
Inflation and Electricity accessCould easily be chance once only countries with similar income are compared. Electricity access by country-0.10-0.010.884188high
Inflation and Basic water accessCould easily be chance once only countries with similar income are compared. Basic water access by country-0.11-0.010.847187proxy
Inflation and Out-of-pocket health spendingAlmost no link either way. Out-of-pocket health spending by country+0.03-0.010.895182moderate
Inflation and Population 65+Almost no link either way. Population 65+ by country-0.09+0.010.813189high
Inflation and Age at childbearingAlmost no link either way. Age at childbearing by country-0.07-0.010.915189moderate
Inflation and Maternal mortalityAlmost no link either way. Maternal mortality by country+0.08-0.010.877182proxy
Inflation and Alcohol consumptionAlmost no link either way. Alcohol consumption by country-0.05+0.010.950179moderate
Inflation and Population 0-14Could easily be chance once only countries with similar income are compared. Population 0-14 by country+0.12+0.010.869189proxy
Inflation and Under-5 mortalityAlmost no link either way. Under-5 mortality by country+0.10+0.010.907183proxy
Inflation and Tobacco useAlmost no link either way. Tobacco use by country-0.02-0.000.958161independent
Inflation and Population growthAlmost no link either way. Population growth by country+0.06-0.000.938189moderate
Inflation and Suicide rateAlmost no link either way. Suicide rate by country-0.02+0.000.878176independent
Inflation and Retirement age, menAlmost no link either way. Retirement age, men by country+0.05-0.000.97949independent
Inflation and Secondary enrollmentAlmost no link either way. Secondary enrollment by country-0.10-0.000.970180high
Inflation and Gender Development IndexAlmost no link either way. Gender Development Index by country-0.08+0.000.990178high
Inflation 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-0.11——189proxy
Inflation 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-0.11——189proxy
Inflation 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-0.12——189proxy

Source

World Bank

CC BY 4.0 · licence terms · updated quarterly

World Bank, World Development Indicators