Government consumption
General government final consumption expenditure (% of GDP)
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.
| Measure | Before adjusting | After adjusting | q | Countries | Tracks income? |
|---|---|---|---|---|---|
| Government consumption and Family benefits spendingWhere Government consumption is higher, Family benefits spending tends to be higher: a moderate link that holds when only countries with similar income are compared. Family benefits spending by country | +0.71 | +0.68 | 0.002 | 42 | independent |
| Government consumption and Education spendingWhere Government consumption is higher, Education spending tends to be higher: a moderate link that holds when only countries with similar income are compared. Education spending by country | +0.65 | +0.64 | 0.003 | 166 | independent |
| Government consumption and Public social spendingWhere Government consumption is higher, Public social spending tends to be higher: a moderate link that holds when only countries with similar income are compared. Public social spending by country | +0.63 | +0.58 | 0.032 | 42 | moderate |
| Government consumption and RedistributionWhere Government consumption is higher, Redistribution tends to be higher: a moderate link that holds when only countries with similar income are compared. Redistribution by country | +0.58 | +0.52 | 0.016 | 45 | moderate |
| Government consumption and Health spendingWhere Government consumption is higher, Health spending tends to be higher: a moderate link that holds when only countries with similar income are compared. Health spending by country | +0.49 | +0.47 | 0.003 | 167 | independent |
| Government consumption and Out-of-pocket health spendingWhere Government consumption is higher, Out-of-pocket health spending tends to be lower: a moderate link that holds when only countries with similar income are compared. Out-of-pocket health spending by country | -0.46 | -0.44 | 0.008 | 167 | moderate |
| Government consumption and Hours workedWhere Government consumption is higher, Hours worked tends to be lower: a moderate link that holds when only countries with similar income are compared. Hours worked by country | -0.38 | -0.42 | 0.032 | 38 | high |
| Government consumption and Tax revenueWhere Government consumption is higher, Tax revenue tends to be higher: a moderate link that holds when only countries with similar income are compared. Tax revenue by country | +0.39 | +0.40 | 0.041 | 139 | moderate |
| Government consumption and Rule of lawWhere Government consumption is higher, Rule of law tends to be higher: a weak link that holds when only countries with similar income are compared. Rule of law by country | +0.32 | +0.35 | 0.048 | 176 | high |
| Government consumption and Secondary enrollmentWhere Government consumption is higher, Secondary enrollment tends to be higher: a weak link that holds when only countries with similar income are compared. Secondary enrollment by country | +0.25 | +0.30 | 0.012 | 167 | high |
| Government consumption and Control of corruptionWhere Government consumption is higher, Control of corruption tends to be higher: a weak link that holds when only countries with similar income are compared. Control of corruption by country | +0.28 | +0.30 | 0.036 | 176 | high |
| Government consumption and Religious attendanceWhere Government consumption is higher, Religious attendance tends to be lower: a weak link that holds when only countries with similar income are compared. Religious attendance by country | -0.48 | -0.30 | 0.043 | 100 | high |
| Government consumption and Interpersonal trustWhere Government consumption is higher, Interpersonal trust tends to be higher: a weak link that holds when only countries with similar income are compared. Interpersonal trust by country | +0.43 | +0.27 | 0.001 | 102 | high |
| Government consumption and Wellbeing scoreWhere Government consumption is higher, Wellbeing score tends to be higher: a weak link that holds when only countries with similar income are compared. Wellbeing score by country | +0.45 | +0.25 | 0.013 | 102 | high |
| Government consumption and Premature NCD mortalityWhere Government consumption is higher, Premature NCD mortality tends to be higher: a weak link that holds when only countries with similar income are compared. Premature NCD mortality by country | +0.07 | +0.24 | 0.040 | 165 | high |
| Government consumption and Anaemia in womenWhere Government consumption is higher, Anaemia in women tends to be lower: a weak link that holds when only countries with similar income are compared. Anaemia in women by country | -0.23 | -0.20 | 0.049 | 166 | high |
| Government consumption and Median ageWhere Government consumption is higher, Median age tends to be higher: a weak link that holds when only countries with similar income are compared. Median age by country | +0.17 | +0.13 | 0.035 | 178 | proxy |
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.
| Measure | Before adjusting | After adjusting | q | Countries | Tracks income? |
|---|---|---|---|---|---|
| Government consumption and Government expenseTwo ways of measuring the same thing, so their agreement tells you about measurement, not about the world. Government expense by country | +0.74 | +0.77 | 0.003 | 140 | moderate |
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 71 candidate measures.
| Patterns used | Share of this measure accounted for | Added by this pattern |
|---|---|---|
| 1 | 9% | — |
| 2 | 18% | +8% |
| 3 | 18% | +0% |
| 4 | 20% | +2% |
| 5 | 24% | +4% |
| 6 | 27% | +4% |
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 by | Between groups | After income | q | Groups at each end |
|---|---|---|---|---|
| Last European coloniser | 0.30 | 0.27 | 0.066 | largest: United Kingdom 17.7% · smallest: France 11.9% % of GDP |
| Largest religious group | 0.25 | 0.22 | 0.011 | largest: Christians 18.6% · smallest: Muslims 14.3% % of GDP |
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.
| Government consumption and Informal employmentCould easily be chance once only countries with similar income are compared. Informal employment by country | -0.33 | -0.44 | 0.172 | 128 | proxy |
| Government consumption and Government spending per capitaCould easily be chance once only countries with similar income are compared. Government spending per capita by country | +0.50 | +0.41 | 0.078 | 43 | proxy |
| Government consumption and Tobacco useCould easily be chance once only countries with similar income are compared. Tobacco use by country | +0.38 | +0.37 | 0.059 | 153 | independent |
| Government consumption and Retirement age, menCould easily be chance once only countries with similar income are compared. Retirement age, men by country | -0.45 | -0.37 | 0.053 | 49 | independent |
| Government consumption and Old-age spendingCould easily be chance once only countries with similar income are compared. Old-age spending by country | +0.39 | +0.36 | 0.088 | 42 | independent |
| Government consumption and Voice and accountabilityCould easily be chance once only countries with similar income are compared. Voice and accountability by country | +0.35 | +0.36 | 0.071 | 176 | moderate |
| Government consumption and Inequality-adjusted HDICould easily be chance once only countries with similar income are compared. Inequality-adjusted HDI by country | +0.25 | +0.36 | 0.198 | 156 | proxy |
| Government consumption and Tuberculosis incidenceCould easily be chance once only countries with similar income are compared. Tuberculosis incidence by country | +0.24 | +0.34 | 0.073 | 175 | high |
| Government consumption and Political stabilityCould easily be chance once only countries with similar income are compared. Political stability by country | +0.33 | +0.33 | 0.125 | 176 | moderate |
| Government consumption and Suicide rateCould easily be chance once only countries with similar income are compared. Suicide rate by country | +0.34 | +0.32 | 0.139 | 165 | independent |
| Government consumption and Political rights (FH)Could easily be chance once only countries with similar income are compared. Political rights (FH) by country | -0.33 | -0.31 | 0.338 | 169 | moderate |
| Government consumption and Military spendingCould easily be chance once only countries with similar income are compared. Military spending by country | +0.33 | +0.31 | 0.408 | 148 | independent |
| Government consumption and HDICould easily be chance once only countries with similar income are compared. HDI by country | +0.21 | +0.31 | 0.273 | 168 | proxy |
| Government consumption and Civil liberties (FH)Could easily be chance once only countries with similar income are compared. Civil liberties (FH) by country | -0.32 | -0.31 | 0.367 | 169 | moderate |
| Government consumption and Gender Inequality IndexCould easily be chance once only countries with similar income are compared. Gender Inequality Index by country | -0.34 | -0.30 | 0.077 | 157 | proxy |
| Government consumption and Expected schoolingCould easily be chance once only countries with similar income are compared. Expected schooling by country | +0.28 | +0.30 | 0.184 | 168 | proxy |
| Government consumption and Retirement age, womenCould easily be chance once only countries with similar income are compared. Retirement age, women by country | -0.32 | -0.29 | 0.174 | 49 | independent |
| Government consumption and Vulnerable employmentCould easily be chance once only countries with similar income are compared. Vulnerable employment by country | -0.32 | -0.29 | 0.169 | 166 | proxy |
| Government consumption and PISA scienceCould easily be chance once only countries with similar income are compared. PISA science by country | +0.39 | +0.29 | 0.402 | 84 | high |
| Government consumption and Corporate tax rateCould easily be chance once only countries with similar income are compared. Corporate tax rate by country | +0.17 | +0.28 | 0.129 | 79 | moderate |
| Government consumption and PISA readingCould easily be chance once only countries with similar income are compared. PISA reading by country | +0.39 | +0.28 | 0.256 | 84 | high |
| Government consumption and Married by 18Could easily be chance once only countries with similar income are compared. Married by 18 by country | -0.23 | -0.28 | 0.065 | 123 | moderate |
| Government consumption and Aid givenCould easily be chance once only countries with similar income are compared. Aid given by country | +0.18 | +0.27 | 0.316 | 47 | high |
| Government consumption and Political corruptionCould easily be chance once only countries with similar income are compared. Political corruption by country | -0.34 | -0.27 | 0.222 | 159 | high |
| Government consumption and Slum share of urban populationCould easily be chance once only countries with similar income are compared. Slum share of urban population by country | -0.27 | -0.27 | 0.097 | 168 | high |
| Government consumption and Mean years of schoolingCould easily be chance once only countries with similar income are compared. Mean years of schooling by country | +0.25 | +0.27 | 0.368 | 168 | proxy |
| Government consumption and Confidence in religious institutionsCould easily be chance once only countries with similar income are compared. Confidence in religious institutions by country | -0.40 | -0.26 | 0.175 | 102 | moderate |
| Government consumption and Active labour market spendingCould easily be chance once only countries with similar income are compared. Active labour market spending by country | +0.36 | +0.26 | 0.105 | 42 | moderate |
| Government consumption and Adult literacyCould easily be chance once only countries with similar income are compared. Adult literacy by country | +0.18 | +0.26 | 0.206 | 127 | high |
| Government consumption and Christian shareCould easily be chance once only countries with similar income are compared. Christian share by country | +0.26 | +0.26 | 0.341 | 171 | independent |
| Government consumption and Pre-trial detainee shareCould easily be chance once only countries with similar income are compared. Pre-trial detainee share by country | -0.27 | -0.26 | 0.165 | 155 | independent |
| Government consumption and PISA mathsCould easily be chance once only countries with similar income are compared. PISA maths by country | +0.38 | +0.26 | 0.552 | 84 | high |
| Government consumption and Road traffic deathsCould easily be chance once only countries with similar income are compared. Road traffic deaths by country | -0.27 | -0.25 | 0.301 | 167 | high |
| Government consumption and Liberal democracyCould easily be chance once only countries with similar income are compared. Liberal democracy by country | +0.33 | +0.25 | 0.272 | 159 | moderate |
| Government consumption and Free and fair electionsCould easily be chance once only countries with similar income are compared. Free and fair elections by country | +0.33 | +0.25 | 0.319 | 159 | high |
| Government consumption and Pupil-teacher ratioCould easily be chance once only countries with similar income are compared. Pupil-teacher ratio by country | -0.20 | -0.25 | 0.057 | 160 | proxy |
| Government consumption and Governance scoreCould easily be chance once only countries with similar income are compared. Governance score by country | +0.31 | +0.24 | 0.186 | 160 | moderate |
| Government consumption and ResearchersCould easily be chance once only countries with similar income are compared. Researchers by country | +0.34 | +0.24 | 0.317 | 126 | proxy |
| Government consumption and HIV prevalenceCould easily be chance once only countries with similar income are compared. HIV prevalence by country | +0.17 | +0.23 | 0.597 | 134 | moderate |
| Government consumption and Electoral democracyCould easily be chance once only countries with similar income are compared. Electoral democracy by country | +0.30 | +0.23 | 0.348 | 159 | moderate |
| Government consumption and Corruption Perceptions IndexCould easily be chance once only countries with similar income are compared. Corruption Perceptions Index by country | +0.31 | +0.23 | 0.171 | 162 | high |
| Government consumption and Population growthCould easily be chance once only countries with similar income are compared. Population growth by country | -0.26 | -0.23 | 0.091 | 178 | moderate |
| Government consumption and Religion very importantCould easily be chance once only countries with similar income are compared. Religion very important by country | -0.41 | -0.23 | 0.472 | 102 | high |
| Government consumption 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 | +0.24 | +0.23 | 0.526 | 40 | moderate |
| Government consumption and Education scoreCould easily be chance once only countries with similar income are compared. Education score by country | +0.21 | +0.23 | 0.094 | 170 | proxy |
| Government consumption and One-person householdsCould easily be chance once only countries with similar income are compared. One-person households by country | +0.24 | +0.23 | 0.198 | 139 | high |
| Government consumption and Frequent prayerCould easily be chance once only countries with similar income are compared. Frequent prayer by country | -0.41 | -0.22 | 0.264 | 73 | high |
| Government consumption and Participatory democracyCould easily be chance once only countries with similar income are compared. Participatory democracy by country | +0.30 | +0.22 | 0.343 | 159 | moderate |
| Government consumption and Armed conflict presentCould easily be chance once only countries with similar income are compared. Armed conflict present by country | -0.26 | -0.22 | 0.390 | 169 | moderate |
| Government consumption and Gender Development IndexCould easily be chance once only countries with similar income are compared. Gender Development Index by country | +0.24 | +0.22 | 0.382 | 165 | high |
| Government consumption and Regime typeCould easily be chance once only countries with similar income are compared. Regime type by country | +0.29 | +0.22 | 0.301 | 159 | moderate |
| Government consumption and Trust in governmentAlmost no link either way. Trust in government by country | -0.08 | -0.22 | 0.310 | 47 | moderate |
| Government consumption and Women in a unionCould easily be chance once only countries with similar income are compared. Women in a union by country | -0.25 | -0.21 | 0.178 | 176 | moderate |
| Government consumption and Recycling rateCould easily be chance once only countries with similar income are compared. Recycling rate by country | +0.24 | +0.21 | 0.445 | 35 | moderate |
| Government consumption and Muslim shareCould easily be chance once only countries with similar income are compared. Muslim share by country | -0.23 | -0.20 | 0.320 | 171 | independent |
| Government consumption and UnemploymentCould easily be chance once only countries with similar income are compared. Unemployment by country | +0.14 | +0.16 | 0.508 | 166 | independent |
| Government consumption and GDP growthCould easily be chance once only countries with similar income are compared. GDP growth by country | -0.19 | -0.16 | 0.532 | 178 | moderate |
| Government consumption and Freedom of associationCould easily be chance once only countries with similar income are compared. Freedom of association by country | +0.21 | +0.16 | 0.449 | 159 | moderate |
| Government consumption and Regulatory qualityCould easily be chance once only countries with similar income are compared. Regulatory quality by country | +0.18 | +0.15 | 0.274 | 176 | proxy |
| Government consumption and Adult obesityCould easily be chance once only countries with similar income are compared. Adult obesity by country | +0.19 | +0.15 | 0.576 | 169 | moderate |
| Government consumption and Environment scoreAlmost no link either way. Environment score by country | +0.09 | +0.15 | 0.182 | 175 | moderate |
| Government consumption and CO2 per capitaCould easily be chance once only countries with similar income are compared. CO2 per capita by country | +0.19 | +0.15 | 0.380 | 172 | proxy |
| Government consumption and Marriage rate (UN)Could easily be chance once only countries with similar income are compared. Marriage rate (UN) by country | -0.20 | -0.15 | 0.208 | 92 | independent |
| Government consumption and Political civil libertiesCould easily be chance once only countries with similar income are compared. Political civil liberties by country | +0.20 | +0.15 | 0.515 | 159 | moderate |
| Government consumption and Freedom of expressionCould easily be chance once only countries with similar income are compared. Freedom of expression by country | +0.19 | +0.14 | 0.531 | 159 | moderate |
| Government consumption and Divorce rate (UN)Could easily be chance once only countries with similar income are compared. Divorce rate (UN) by country | +0.12 | +0.14 | 0.125 | 84 | independent |
| Government consumption and Gini indexCould easily be chance once only countries with similar income are compared. Gini index by country | -0.17 | -0.14 | 0.599 | 152 | moderate |
| Government consumption and Civil society participationCould easily be chance once only countries with similar income are compared. Civil society participation by country | +0.18 | +0.14 | 0.494 | 159 | independent |
| Government consumption and Skilled birth attendanceCould easily be chance once only countries with similar income are compared. Skilled birth attendance by country | +0.16 | +0.14 | 0.434 | 159 | high |
| Government consumption and Birth rateCould easily be chance once only countries with similar income are compared. Birth rate by country | -0.17 | -0.13 | 0.334 | 178 | proxy |
| Government consumption and Self-reported happinessAlmost no link either way. Self-reported happiness by country | +0.02 | -0.13 | 0.189 | 102 | moderate |
| Government consumption and Population 65+Could easily be chance once only countries with similar income are compared. Population 65+ by country | +0.18 | +0.13 | 0.386 | 178 | high |
| Government consumption and Women in managementCould easily be chance once only countries with similar income are compared. Women in management by country | +0.15 | +0.12 | 0.433 | 136 | moderate |
| Government consumption and DTP3 immunisationCould easily be chance once only countries with similar income are compared. DTP3 immunisation by country | +0.17 | +0.12 | 0.301 | 167 | moderate |
| Government consumption and Government effectivenessCould easily be chance once only countries with similar income are compared. Government effectiveness by country | +0.16 | +0.12 | 0.345 | 176 | proxy |
| Government consumption and Conflict deathsAlmost no link either way. Conflict deaths by country | +0.09 | +0.12 | 0.522 | 169 | moderate |
| Government consumption and Hospital bedsCould easily be chance once only countries with similar income are compared. Hospital beds by country | +0.18 | +0.12 | 0.201 | 156 | high |
| Government consumption and Internet usersCould easily be chance once only countries with similar income are compared. Internet users by country | +0.16 | +0.12 | 0.423 | 178 | proxy |
| Government consumption and Adolescent fertilityCould easily be chance once only countries with similar income are compared. Adolescent fertility by country | -0.16 | -0.11 | 0.302 | 178 | proxy |
| Government consumption and Youth not in work or studyAlmost no link either way. Youth not in work or study by country | +0.03 | +0.11 | 0.433 | 160 | high |
| Government consumption and Births outside marriageAlmost no link either way. Births outside marriage by country | +0.10 | +0.11 | 0.849 | 42 | independent |
| Government consumption and UndernourishmentCould easily be chance once only countries with similar income are compared. Undernourishment by country | -0.22 | -0.11 | 0.265 | 152 | proxy |
| Government consumption and Agricultural landCould easily be chance once only countries with similar income are compared. Agricultural land by country | -0.14 | -0.11 | 0.111 | 175 | independent |
| Government consumption and Women's political empowermentCould easily be chance once only countries with similar income are compared. Women's political empowerment by country | +0.19 | +0.11 | 0.615 | 159 | moderate |
| Government consumption and Trade opennessCould easily be chance once only countries with similar income are compared. Trade openness by country | +0.15 | +0.10 | 0.543 | 177 | moderate |
| Government consumption and Health scoreAlmost no link either way. Health score by country | -0.06 | -0.10 | 0.604 | 167 | moderate |
| Government consumption and Children with one parentCould easily be chance once only countries with similar income are compared. Children with one parent by country | +0.11 | +0.10 | 0.786 | 38 | independent |
| Government consumption and Equality scoreCould easily be chance once only countries with similar income are compared. Equality score by country | +0.16 | +0.10 | 0.670 | 152 | high |
| Government consumption and Tertiary enrollmentCould easily be chance once only countries with similar income are compared. Tertiary enrollment by country | +0.13 | +0.10 | 0.392 | 161 | high |
| Government consumption and Primary completionCould easily be chance once only countries with similar income are compared. Primary completion by country | +0.20 | +0.10 | 0.613 | 149 | proxy |
| Government consumption and Protected landCould easily be chance once only countries with similar income are compared. Protected land by country | +0.12 | +0.10 | 0.246 | 175 | independent |
| Government consumption and Male labor participationAlmost no link either way. Male labor participation by country | -0.09 | -0.09 | 0.349 | 166 | independent |
| Government consumption and Alcohol consumptionCould easily be chance once only countries with similar income are compared. Alcohol consumption by country | +0.16 | +0.09 | 0.671 | 163 | moderate |
| Government consumption and Female labor participationCould easily be chance once only countries with similar income are compared. Female labor participation by country | +0.11 | +0.09 | 0.217 | 166 | independent |
| Government consumption and Health coverage indexCould easily be chance once only countries with similar income are compared. Health coverage index by country | +0.16 | +0.09 | 0.574 | 167 | proxy |
| Government consumption and Life expectancyAlmost no link either way. Life expectancy by country | +0.07 | -0.08 | 0.422 | 178 | proxy |
| Government consumption and Forest areaAlmost no link either way. Forest area by country | +0.09 | +0.08 | 0.400 | 175 | independent |
| Government consumption and Fertility rateCould easily be chance once only countries with similar income are compared. Fertility rate by country | -0.14 | -0.08 | 0.669 | 178 | proxy |
| Government consumption and Unemployment benefit spendingAlmost no link either way. Unemployment benefit spending by country | +0.09 | +0.08 | 0.703 | 39 | moderate |
| Government consumption and Electricity accessCould easily be chance once only countries with similar income are compared. Electricity access by country | +0.14 | +0.08 | 0.751 | 177 | high |
| Government consumption and Labour scoreAlmost no link either way. Labour score by country | +0.04 | -0.08 | 0.464 | 170 | high |
| Government consumption and Single-parent householdsAlmost no link either way. Single-parent households by country | -0.08 | -0.08 | 0.661 | 139 | independent |
| Government consumption and PhysiciansCould easily be chance once only countries with similar income are compared. Physicians by country | +0.15 | +0.08 | 0.350 | 167 | proxy |
| Government consumption and Maternal mortalityCould easily be chance once only countries with similar income are compared. Maternal mortality by country | -0.14 | -0.07 | 0.646 | 168 | proxy |
| Government consumption and Birth registrationCould easily be chance once only countries with similar income are compared. Birth registration by country | +0.13 | +0.07 | 0.379 | 152 | proxy |
| Government consumption and Mobile subscriptionsAlmost no link either way. Mobile subscriptions by country | -0.02 | -0.07 | 0.444 | 178 | moderate |
| Government consumption and Population 0-14Could easily be chance once only countries with similar income are compared. Population 0-14 by country | -0.14 | -0.07 | 0.529 | 178 | proxy |
| Government consumption and Basic sanitationCould easily be chance once only countries with similar income are compared. Basic sanitation by country | +0.13 | +0.07 | 0.783 | 176 | high |
| Government consumption and Child stuntingAlmost no link either way. Child stunting by country | -0.02 | +0.06 | 0.391 | 143 | proxy |
| Government consumption and Life satisfactionCould easily be chance once only countries with similar income are compared. Life satisfaction by country | +0.30 | +0.06 | 0.673 | 153 | proxy |
| Government consumption and Food insecurityCould easily be chance once only countries with similar income are compared. Food insecurity by country | -0.18 | -0.06 | 0.586 | 140 | proxy |
| Government consumption and Basic water accessCould easily be chance once only countries with similar income are compared. Basic water access by country | +0.13 | +0.06 | 0.680 | 176 | proxy |
| Government consumption and Employment in agricultureCould easily be chance once only countries with similar income are compared. Employment in agriculture by country | -0.20 | -0.06 | 0.386 | 166 | proxy |
| Government consumption and InflationAlmost no link either way. Inflation by country | -0.07 | -0.06 | 0.537 | 170 | independent |
| Government consumption and Religiously unaffiliatedCould easily be chance once only countries with similar income are compared. Religiously unaffiliated by country | +0.11 | +0.05 | 0.769 | 171 | moderate |
| Government consumption and Age at childbearingAlmost no link either way. Age at childbearing by country | +0.10 | +0.05 | 0.757 | 178 | moderate |
| Government consumption and Market-income GiniCould easily be chance once only countries with similar income are compared. Market-income Gini by country | -0.19 | -0.05 | 0.873 | 45 | moderate |
| Government consumption and Infrastructure scoreCould easily be chance once only countries with similar income are compared. Infrastructure score by country | +0.13 | +0.05 | 0.720 | 177 | proxy |
| Government consumption and UrbanizationCould easily be chance once only countries with similar income are compared. Urbanization by country | +0.12 | +0.04 | 0.675 | 178 | high |
| Government consumption and Under-5 mortalityCould easily be chance once only countries with similar income are compared. Under-5 mortality by country | -0.13 | -0.04 | 0.577 | 168 | proxy |
| Government consumption and FDI inflowsAlmost no link either way. FDI inflows by country | -0.03 | -0.04 | 0.534 | 174 | independent |
| Government consumption and Compulsory schoolingAlmost no link either way. Compulsory schooling by country | +0.06 | +0.03 | 0.905 | 165 | moderate |
| Government consumption and Public order spendingAlmost no link either way. Public order spending by country | -0.03 | +0.02 | 0.904 | 37 | high |
| Government consumption and Gender wage gapAlmost no link either way. Gender wage gap by country | -0.04 | -0.02 | 0.878 | 38 | independent |
| Government consumption and Migrant share of populationAlmost no link either way. Migrant share of population by country | +0.09 | +0.02 | 0.871 | 177 | high |
| Government consumption and Refugees originatingAlmost no link either way. Refugees originating by country | -0.04 | -0.01 | 0.950 | 172 | moderate |
| Government consumption and Out of school, primaryAlmost no link either way. Out of school, primary by country | -0.05 | -0.01 | 0.956 | 166 | moderate |
| Government consumption and Extreme poverty rateCould easily be chance once only countries with similar income are compared. Extreme poverty rate by country | -0.11 | -0.01 | 0.954 | 152 | proxy |
| Government consumption and Divorce rateAlmost no link either way. Divorce rate by country | -0.04 | -0.01 | 0.959 | 45 | independent |
| Government consumption and Marriage rateAlmost no link either way. Marriage rate by country | -0.01 | +0.01 | 0.972 | 46 | independent |
| Government consumption and Homicide rateAlmost no link either way. Homicide rate by country | -0.01 | +0.01 | 0.951 | 151 | moderate |
| Government consumption and Infant mortalityCould easily be chance once only countries with similar income are compared. Infant mortality by country | -0.11 | -0.01 | 0.915 | 168 | proxy |
| Government consumption and Women in parliamentAlmost no link either way. Women in parliament by country | +0.03 | +0.01 | 0.963 | 166 | independent |
| Government consumption and Women ministersAlmost no link either way. Women ministers by country | +0.02 | -0.01 | 0.981 | 166 | independent |
| Government consumption and Gender scoreAlmost no link either way. Gender score by country | +0.04 | -0.00 | 0.984 | 166 | moderate |
| Government consumption and Fixed broadbandAlmost no link either way. Fixed broadband by country | +0.10 | -0.00 | 0.982 | 177 | proxy |
| Government consumption and Primary enrollmentAlmost no link either way. Primary enrollment by country | -0.01 | -0.00 | 0.996 | 171 | independent |
| Government consumption 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 | +0.09 | — | — | 178 | proxy |
| Government consumption 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 | — | — | 176 | proxy |
| Government consumption 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 | +0.09 | — | — | 178 | proxy |