Contraceptive use (any method)
Contraceptive prevalence, any method (% of married women ages 15-49)
How it has moved
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Countries With the Highest Contraceptive Use (any method) · Countries With the Lowest Contraceptive Use (any method)
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? |
|---|---|---|---|---|---|
| Contraceptive use (any method) and Fertility rateWhere Contraceptive use (any method) is higher, Fertility rate tends to be lower: a moderate link that holds when only countries with similar income are compared. Fertility rate by country | -0.73 | -0.56 | 0.020 | 148 | proxy |
| Contraceptive use (any method) and Health coverage indexWhere Contraceptive use (any method) is higher, Health coverage index tends to be higher: a moderate link that holds when only countries with similar income are compared. Health coverage index by country | +0.72 | +0.55 | 0.044 | 145 | proxy |
| Contraceptive use (any method) and PISA readingWhere Contraceptive use (any method) is higher, PISA reading tends to be higher: a moderate link that holds when only countries with similar income are compared. PISA reading by country | +0.44 | +0.51 | 0.027 | 61 | high |
| Contraceptive use (any method) and Birth rateWhere Contraceptive use (any method) 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 | -0.69 | -0.48 | 0.032 | 148 | proxy |
| Contraceptive use (any method) and Infrastructure scoreWhere Contraceptive use (any method) is higher, Infrastructure score tends to be higher: a weak link that holds when only countries with similar income are compared. Infrastructure score by country | +0.66 | +0.39 | 0.039 | 146 | proxy |
| Contraceptive use (any method) and Religion very importantWhere Contraceptive use (any method) is higher, Religion very important tends to be lower: a weak link that holds when only countries with similar income are compared. Religion very important by country | -0.54 | -0.39 | 0.012 | 81 | high |
| Contraceptive use (any method) and Life expectancyWhere Contraceptive use (any method) is higher, Life expectancy tends to be higher: a weak link that holds when only countries with similar income are compared. Life expectancy by country | +0.65 | +0.38 | 0.037 | 148 | proxy |
| Contraceptive use (any method) and Indigenous American ancestryWhere Contraceptive use (any method) is higher, Indigenous American ancestry tends to be higher: a weak link that holds when only countries with similar income are compared. Indigenous American ancestry by country | +0.29 | +0.31 | 0.009 | 131 | independent |
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? |
|---|---|---|---|---|---|
| Contraceptive use (any method) and Contraceptive use (modern methods)Two ways of measuring the same thing, so their agreement tells you about measurement, not about the world. Contraceptive use (modern methods) by country | +0.89 | +0.86 | 6.0e-5 | 145 | moderate |
How much the other measures account for
The 72 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 106 countries reporting all of them, and 72 candidate measures.
| Patterns used | Share of this measure accounted for | Added by this pattern |
|---|---|---|
| 1 | 43% | — |
| 2 | 44% | +1% |
| 3 | 52% | +8% |
| 4 | 55% | +2% |
| 5 | 56% | +1% |
| 6 | 61% | +5% |
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 | 0.52 | 0.39 | 0.005 | largest: Spain 65.5% · smallest: France 30.9% % |
| Largest religious group | 0.35 | 0.33 | 0.003 | largest: Christians 52.9% · smallest: Muslims 37.7% % |
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.
| Contraceptive use (any method) and Anaemia in womenLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (-0.51) could easily be chance. Anaemia in women by country | -0.69 | -0.51 | 0.062 | 144 | high |
| Contraceptive use (any method) and PISA scienceCould easily be chance once only countries with similar income are compared. PISA science by country | +0.44 | +0.49 | 0.078 | 61 | high |
| Contraceptive use (any method) and Education scoreLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (+0.45) could easily be chance. Education score by country | +0.68 | +0.45 | 0.119 | 145 | proxy |
| Contraceptive use (any method) and Population 0-14Linked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (-0.44) could easily be chance. Population 0-14 by country | -0.67 | -0.44 | 0.054 | 148 | proxy |
| Contraceptive use (any method) and HDILinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (+0.42) could easily be chance. HDI by country | +0.66 | +0.42 | 0.161 | 146 | proxy |
| Contraceptive use (any method) and Adult literacyLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (+0.40) could easily be chance. Adult literacy by country | +0.59 | +0.40 | 0.317 | 112 | high |
| Contraceptive use (any method) and Under-5 mortalityLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (-0.40) could easily be chance. Under-5 mortality by country | -0.64 | -0.40 | 0.125 | 147 | proxy |
| Contraceptive use (any method) and Muslim shareCould easily be chance once only countries with similar income are compared. Muslim share by country | -0.39 | -0.36 | 0.144 | 146 | independent |
| Contraceptive use (any method) and Corporate tax rateAlmost no link either way. Corporate tax rate by country | +0.09 | +0.35 | 0.199 | 54 | moderate |
| Contraceptive use (any method) and Expected schoolingLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (+0.35) could easily be chance. Expected schooling by country | +0.63 | +0.35 | 0.092 | 146 | proxy |
| Contraceptive use (any method) and PISA mathsCould easily be chance once only countries with similar income are compared. PISA maths by country | +0.35 | +0.35 | 0.272 | 61 | high |
| Contraceptive use (any method) and African ancestryLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (-0.35) could easily be chance. African ancestry by country | -0.62 | -0.35 | 0.109 | 131 | moderate |
| Contraceptive use (any method) and Retirement age, womenCould easily be chance once only countries with similar income are compared. Retirement age, women by country | +0.31 | +0.34 | 0.568 | 29 | independent |
| Contraceptive use (any method) and Median ageLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (+0.34) could easily be chance. Median age by country | +0.63 | +0.34 | 0.137 | 148 | proxy |
| Contraceptive use (any method) and Out of school, primaryCould easily be chance once only countries with similar income are compared. Out of school, primary by country | -0.50 | -0.33 | 0.210 | 139 | moderate |
| Contraceptive use (any method) and Maternal mortalityLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (-0.33) could easily be chance. Maternal mortality by country | -0.59 | -0.33 | 0.168 | 145 | proxy |
| Contraceptive use (any method) and Infant mortalityLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (-0.32) could easily be chance. Infant mortality by country | -0.61 | -0.32 | 0.083 | 147 | proxy |
| Contraceptive use (any method) and Free and fair electionsLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (+0.32) could easily be chance. Free and fair elections by country | +0.52 | +0.32 | 0.204 | 140 | high |
| Contraceptive use (any method) and Migrant share of populationAlmost no link either way. Migrant share of population by country | +0.08 | -0.32 | 0.239 | 147 | high |
| Contraceptive use (any method) and Population growthLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (-0.31) could easily be chance. Population growth by country | -0.51 | -0.31 | 0.256 | 148 | moderate |
| Contraceptive use (any method) and Tertiary enrollmentLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (+0.30) could easily be chance. Tertiary enrollment by country | +0.59 | +0.30 | 0.270 | 135 | high |
| Contraceptive use (any method) and Skilled birth attendanceLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (+0.30) could easily be chance. Skilled birth attendance by country | +0.55 | +0.30 | 0.313 | 143 | high |
| Contraceptive use (any method) and Gender scoreCould easily be chance once only countries with similar income are compared. Gender score by country | +0.41 | +0.30 | 0.052 | 145 | moderate |
| Contraceptive use (any method) and Religiously unaffiliatedCould easily be chance once only countries with similar income are compared. Religiously unaffiliated by country | +0.47 | +0.28 | 0.077 | 146 | moderate |
| Contraceptive use (any method) and Women ministersCould easily be chance once only countries with similar income are compared. Women ministers by country | +0.34 | +0.27 | 0.138 | 144 | independent |
| Contraceptive use (any method) and Ethnic diversityCould easily be chance once only countries with similar income are compared. Ethnic diversity by country | -0.42 | -0.27 | 0.061 | 124 | moderate |
| Contraceptive use (any method) and Population 65+Linked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (+0.27) could easily be chance. Population 65+ by country | +0.57 | +0.27 | 0.156 | 148 | high |
| Contraceptive use (any method) and Frequent prayerCould easily be chance once only countries with similar income are compared. Frequent prayer by country | -0.45 | -0.27 | 0.311 | 63 | high |
| Contraceptive use (any method) and Women in parliamentCould easily be chance once only countries with similar income are compared. Women in parliament by country | +0.32 | +0.26 | 0.124 | 144 | independent |
| Contraceptive use (any method) and Fixed broadbandLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (+0.26) could easily be chance. Fixed broadband by country | +0.59 | +0.26 | 0.087 | 146 | proxy |
| Contraceptive use (any method) and RedistributionAlmost no link either way. Redistribution by country | -0.06 | -0.26 | 0.580 | 27 | moderate |
| Contraceptive use (any method) and Participatory democracyCould easily be chance once only countries with similar income are compared. Participatory democracy by country | +0.44 | +0.26 | 0.281 | 140 | moderate |
| Contraceptive use (any method) and Liberal democracyCould easily be chance once only countries with similar income are compared. Liberal democracy by country | +0.45 | +0.25 | 0.287 | 140 | moderate |
| Contraceptive use (any method) and Confidence in religious institutionsCould easily be chance once only countries with similar income are compared. Confidence in religious institutions by country | -0.41 | -0.25 | 0.273 | 81 | moderate |
| Contraceptive use (any method) and Gender Development IndexLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (+0.25) could easily be chance. Gender Development Index by country | +0.51 | +0.25 | 0.421 | 143 | high |
| Contraceptive use (any method) and Trust in governmentCould easily be chance once only countries with similar income are compared. Trust in government by country | -0.22 | -0.25 | 0.570 | 29 | moderate |
| Contraceptive use (any method) and Secondary enrollmentLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (+0.25) could easily be chance. Secondary enrollment by country | +0.57 | +0.25 | 0.112 | 140 | high |
| Contraceptive use (any method) and CO2 per capitaCould easily be chance once only countries with similar income are compared. CO2 per capita by country | +0.19 | -0.25 | 0.510 | 144 | proxy |
| Contraceptive use (any method) and Internet usersLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (+0.24) could easily be chance. Internet users by country | +0.60 | +0.24 | 0.102 | 147 | proxy |
| Contraceptive use (any method) and Women's political empowermentCould easily be chance once only countries with similar income are compared. Women's political empowerment by country | +0.41 | +0.24 | 0.086 | 140 | moderate |
| Contraceptive use (any method) and Primary completionLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (+0.24) could easily be chance. Primary completion by country | +0.58 | +0.24 | 0.235 | 139 | proxy |
| Contraceptive use (any method) and Primary enrollmentCould easily be chance once only countries with similar income are compared. Primary enrollment by country | +0.18 | +0.23 | 0.378 | 144 | independent |
| Contraceptive use (any method) and Electoral democracyCould easily be chance once only countries with similar income are compared. Electoral democracy by country | +0.41 | +0.23 | 0.330 | 140 | moderate |
| Contraceptive use (any method) and Basic sanitationLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (+0.23) could easily be chance. Basic sanitation by country | +0.57 | +0.23 | 0.160 | 146 | high |
| Contraceptive use (any method) and Pre-trial detainee shareCould easily be chance once only countries with similar income are compared. Pre-trial detainee share by country | -0.33 | -0.23 | 0.476 | 129 | independent |
| Contraceptive use (any method) and Age at childbearingAlmost no link either way. Age at childbearing by country | +0.02 | -0.22 | 0.257 | 148 | moderate |
| Contraceptive use (any method) and Governance scoreCould easily be chance once only countries with similar income are compared. Governance score by country | +0.42 | +0.22 | 0.263 | 142 | moderate |
| Contraceptive use (any method) and Political rights (FH)Could easily be chance once only countries with similar income are compared. Political rights (FH) by country | -0.40 | -0.22 | 0.489 | 146 | moderate |
| Contraceptive use (any method) and Gini indexAlmost no link either way. Gini index by country | +0.05 | +0.22 | 0.213 | 135 | moderate |
| Contraceptive use (any method) and Electricity accessLinked 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. Electricity access by country | +0.54 | +0.21 | 0.216 | 147 | high |
| Contraceptive use (any method) and Government effectivenessLinked 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. Government effectiveness by country | +0.56 | +0.21 | 0.282 | 147 | proxy |
| Contraceptive use (any method) and DTP3 immunisationCould easily be chance once only countries with similar income are compared. DTP3 immunisation by country | +0.42 | +0.21 | 0.453 | 145 | moderate |
| Contraceptive use (any method) and Health scoreCould easily be chance once only countries with similar income are compared. Health score by country | +0.25 | +0.21 | 0.515 | 145 | independent |
| Contraceptive use (any method) and HIV prevalenceAlmost no link either way. HIV prevalence by country | +0.07 | +0.21 | 0.556 | 121 | moderate |
| Contraceptive use (any method) and Mean years of schoolingLinked 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. Mean years of schooling by country | +0.56 | +0.21 | 0.548 | 146 | proxy |
| Contraceptive use (any method) and Regime typeCould easily be chance once only countries with similar income are compared. Regime type by country | +0.41 | +0.20 | 0.403 | 140 | moderate |
| Contraceptive use (any method) and Gender Inequality IndexLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (-0.20) could easily be chance. Gender Inequality Index by country | -0.57 | -0.20 | 0.347 | 138 | proxy |
| Contraceptive use (any method) and ResearchersCould easily be chance once only countries with similar income are compared. Researchers by country | +0.49 | +0.20 | 0.525 | 103 | proxy |
| Contraceptive use (any method) and Regulatory qualityLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (+0.20) could easily be chance. Regulatory quality by country | +0.53 | +0.20 | 0.267 | 147 | proxy |
| Contraceptive use (any method) and FDI inflowsCould easily be chance once only countries with similar income are compared. FDI inflows by country | -0.16 | -0.19 | 0.103 | 148 | independent |
| Contraceptive use (any method) and Market-income GiniCould easily be chance once only countries with similar income are compared. Market-income Gini by country | -0.24 | -0.19 | 0.675 | 27 | moderate |
| Contraceptive use (any method) and Compulsory schoolingCould easily be chance once only countries with similar income are compared. Compulsory schooling by country | +0.37 | +0.19 | 0.570 | 137 | moderate |
| Contraceptive use (any method) and Basic water accessLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (+0.19) could easily be chance. Basic water access by country | +0.54 | +0.19 | 0.228 | 146 | proxy |
| Contraceptive use (any method) and Birth registrationCould easily be chance once only countries with similar income are compared. Birth registration by country | +0.48 | +0.19 | 0.156 | 136 | proxy |
| Contraceptive use (any method) and GDP growthCould easily be chance once only countries with similar income are compared. GDP growth by country | -0.23 | -0.19 | 0.234 | 148 | moderate |
| Contraceptive use (any method) and Women in managementCould easily be chance once only countries with similar income are compared. Women in management by country | +0.34 | +0.18 | 0.492 | 120 | moderate |
| Contraceptive use (any method) and Inequality-adjusted HDILinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (+0.18) could easily be chance. Inequality-adjusted HDI by country | +0.65 | +0.18 | 0.598 | 136 | proxy |
| Contraceptive use (any method) and Christian shareCould easily be chance once only countries with similar income are compared. Christian share by country | +0.13 | +0.18 | 0.555 | 146 | independent |
| Contraceptive use (any method) and Women in a unionCould easily be chance once only countries with similar income are compared. Women in a union by country | -0.32 | -0.17 | 0.461 | 148 | moderate |
| Contraceptive use (any method) and Adolescent fertilityLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (-0.17) could easily be chance. Adolescent fertility by country | -0.51 | -0.17 | 0.538 | 148 | proxy |
| Contraceptive use (any method) and Single-parent householdsCould easily be chance once only countries with similar income are compared. Single-parent households by country | +0.14 | +0.17 | 0.210 | 125 | independent |
| Contraceptive use (any method) and Alcohol consumptionCould easily be chance once only countries with similar income are compared. Alcohol consumption by country | +0.40 | +0.16 | 0.292 | 144 | moderate |
| Contraceptive use (any method) and Equality scoreCould easily be chance once only countries with similar income are compared. Equality score by country | +0.28 | -0.16 | 0.445 | 135 | high |
| Contraceptive use (any method) and Voice and accountabilityCould easily be chance once only countries with similar income are compared. Voice and accountability by country | +0.41 | +0.16 | 0.570 | 147 | moderate |
| Contraceptive use (any method) and Premature NCD mortalityCould easily be chance once only countries with similar income are compared. Premature NCD mortality by country | -0.46 | -0.16 | 0.618 | 144 | high |
| Contraceptive use (any method) and European ancestryCould easily be chance once only countries with similar income are compared. European ancestry by country | +0.45 | +0.16 | 0.580 | 131 | moderate |
| Contraceptive use (any method) and One-person householdsCould easily be chance once only countries with similar income are compared. One-person households by country | +0.48 | +0.15 | 0.182 | 125 | high |
| Contraceptive use (any method) and Health spendingCould easily be chance once only countries with similar income are compared. Health spending by country | +0.24 | +0.15 | 0.509 | 145 | independent |
| Contraceptive use (any method) and Slum share of urban populationCould easily be chance once only countries with similar income are compared. Slum share of urban population by country | -0.49 | -0.15 | 0.486 | 145 | high |
| Contraceptive use (any method) and Agricultural landAlmost no link either way. Agricultural land by country | -0.01 | +0.15 | 0.088 | 147 | moderate |
| Contraceptive use (any method) and Aid givenCould easily be chance once only countries with similar income are compared. Aid given by country | +0.10 | +0.14 | 0.779 | 25 | high |
| Contraceptive use (any method) and Civil liberties (FH)Could easily be chance once only countries with similar income are compared. Civil liberties (FH) by country | -0.35 | -0.14 | 0.638 | 146 | moderate |
| Contraceptive use (any method) and Civil society participationCould easily be chance once only countries with similar income are compared. Civil society participation by country | +0.20 | +0.14 | 0.417 | 140 | independent |
| Contraceptive use (any method) 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 | -0.38 | -0.14 | 0.240 | 139 | high |
| Contraceptive use (any method) and Life satisfactionLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (+0.13) could easily be chance. Life satisfaction by country | +0.51 | +0.13 | 0.640 | 132 | proxy |
| Contraceptive use (any method) and Tax revenueCould easily be chance once only countries with similar income are compared. Tax revenue by country | +0.25 | +0.13 | 0.735 | 116 | moderate |
| Contraceptive use (any method) and Freedom of associationCould easily be chance once only countries with similar income are compared. Freedom of association by country | +0.24 | +0.13 | 0.571 | 140 | moderate |
| Contraceptive use (any method) and Marriage rate (UN)Could easily be chance once only countries with similar income are compared. Marriage rate (UN) by country | -0.23 | -0.13 | 0.709 | 66 | independent |
| Contraceptive use (any method) and Corruption Perceptions IndexCould easily be chance once only countries with similar income are compared. Corruption Perceptions Index by country | +0.45 | +0.13 | 0.585 | 141 | high |
| Contraceptive use (any method) and Trade opennessAlmost no link either way. Trade openness by country | +0.09 | -0.12 | 0.510 | 135 | moderate |
| Contraceptive use (any method) and PhysiciansLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, what remains (+0.12) could easily be chance. Physicians by country | +0.51 | +0.12 | 0.324 | 145 | proxy |
| Contraceptive use (any method) and Control of corruptionCould easily be chance once only countries with similar income are compared. Control of corruption by country | +0.45 | +0.11 | 0.673 | 147 | high |
| Contraceptive use (any method) and Interpersonal trustCould easily be chance once only countries with similar income are compared. Interpersonal trust by country | +0.33 | +0.11 | 0.698 | 81 | high |
| Contraceptive use (any method) and Government expenseCould easily be chance once only countries with similar income are compared. Government expense by country | +0.28 | +0.11 | 0.749 | 117 | moderate |
| Contraceptive use (any method) and Male labor participationAlmost no link either way. Male labor participation by country | +0.07 | +0.11 | 0.576 | 144 | independent |
| Contraceptive use (any method) and Adult obesityAlmost no link either way. Adult obesity by country | +0.10 | -0.11 | 0.771 | 145 | moderate |
| Contraceptive use (any method) and Rule of lawCould easily be chance once only countries with similar income are compared. Rule of law by country | +0.44 | +0.11 | 0.748 | 147 | high |
| Contraceptive use (any method) and Married by 18Could easily be chance once only countries with similar income are compared. Married by 18 by country | -0.34 | -0.11 | 0.750 | 127 | moderate |
| Contraceptive use (any method) and Out-of-pocket health spendingCould easily be chance once only countries with similar income are compared. Out-of-pocket health spending by country | -0.23 | -0.11 | 0.810 | 145 | moderate |
| Contraceptive use (any method) and Suicide rateCould easily be chance once only countries with similar income are compared. Suicide rate by country | +0.22 | +0.10 | 0.752 | 144 | independent |
| Contraceptive use (any method) and Abortion rate (legal, reported)Almost no link either way. Abortion rate (legal, reported) by country | +0.06 | +0.10 | 0.427 | 28 | independent |
| Contraceptive use (any method) and Female labor participationAlmost no link either way. Female labor participation by country | +0.06 | +0.10 | 0.351 | 144 | independent |
| Contraceptive use (any method) and Religious attendanceCould easily be chance once only countries with similar income are compared. Religious attendance by country | -0.38 | -0.10 | 0.651 | 80 | high |
| Contraceptive use (any method) and Political civil libertiesCould easily be chance once only countries with similar income are compared. Political civil liberties by country | +0.20 | +0.09 | 0.659 | 140 | moderate |
| Contraceptive use (any method) and InflationAlmost no link either way. Inflation by country | +0.03 | +0.09 | 0.180 | 145 | independent |
| Contraceptive use (any method) and Education spendingCould easily be chance once only countries with similar income are compared. Education spending by country | +0.13 | +0.09 | 0.680 | 140 | independent |
| Contraceptive use (any method) and East Asian ancestryCould easily be chance once only countries with similar income are compared. East Asian ancestry by country | +0.13 | +0.09 | 0.356 | 131 | independent |
| Contraceptive use (any method) and Women's age at first marriage (census-based)Could easily be chance once only countries with similar income are compared. Women's age at first marriage (census-based) by country | +0.44 | +0.09 | 0.650 | 137 | high |
| Contraceptive use (any method) and Government spending per capitaCould easily be chance once only countries with similar income are compared. Government spending per capita by country | +0.13 | +0.09 | 0.186 | 25 | proxy |
| Contraceptive use (any method) and Pupil-teacher ratioCould easily be chance once only countries with similar income are compared. Pupil-teacher ratio by country | -0.48 | -0.08 | 0.511 | 137 | proxy |
| Contraceptive use (any method) and Employment in agricultureLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, almost nothing remains. Employment in agriculture by country | -0.50 | -0.08 | 0.517 | 144 | proxy |
| Contraceptive use (any method) and Unintended pregnancy rateCould easily be chance once only countries with similar income are compared. Unintended pregnancy rate by country | -0.33 | +0.08 | 0.432 | 123 | high |
| Contraceptive use (any method) and Self-reported happinessAlmost no link either way. Self-reported happiness by country | +0.08 | -0.08 | 0.662 | 81 | moderate |
| Contraceptive use (any method) and Freedom of expressionCould easily be chance once only countries with similar income are compared. Freedom of expression by country | +0.17 | +0.08 | 0.707 | 140 | moderate |
| Contraceptive use (any method) and Political corruptionCould easily be chance once only countries with similar income are compared. Political corruption by country | -0.39 | -0.08 | 0.732 | 140 | high |
| Contraceptive use (any method) and Food insecurityLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, almost nothing remains. Food insecurity by country | -0.52 | -0.08 | 0.508 | 121 | proxy |
| Contraceptive use (any method) and Child stuntingCould easily be chance once only countries with similar income are compared. Child stunting by country | -0.46 | -0.07 | 0.665 | 139 | proxy |
| Contraceptive use (any method) and Middle Eastern ancestryAlmost no link either way. Middle Eastern ancestry by country | +0.02 | -0.07 | 0.290 | 131 | independent |
| Contraceptive use (any method) and Protected landCould easily be chance once only countries with similar income are compared. Protected land by country | +0.14 | +0.07 | 0.283 | 147 | independent |
| Contraceptive use (any method) and Divorce rateAlmost no link either way. Divorce rate by country | -0.04 | -0.07 | 0.319 | 25 | independent |
| Contraceptive use (any method) and Conflict deathsAlmost no link either way. Conflict deaths by country | -0.02 | +0.06 | 0.489 | 146 | moderate |
| Contraceptive use (any method) and Tobacco useCould easily be chance once only countries with similar income are compared. Tobacco use by country | +0.16 | +0.06 | 0.845 | 131 | independent |
| Contraceptive use (any method) and Mobile subscriptionsCould easily be chance once only countries with similar income are compared. Mobile subscriptions by country | +0.20 | -0.05 | 0.676 | 147 | moderate |
| Contraceptive use (any method) and Divorce rate (UN)Almost no link either way. Divorce rate (UN) by country | +0.05 | +0.05 | 0.756 | 57 | independent |
| Contraceptive use (any method) and Labour scoreCould easily be chance once only countries with similar income are compared. Labour score by country | +0.42 | +0.05 | 0.450 | 146 | high |
| Contraceptive use (any method) and Road traffic deathsCould easily be chance once only countries with similar income are compared. Road traffic deaths by country | -0.37 | -0.05 | 0.645 | 144 | high |
| Contraceptive use (any method) and Armed conflict presentCould easily be chance once only countries with similar income are compared. Armed conflict present by country | -0.16 | +0.05 | 0.839 | 146 | moderate |
| Contraceptive use (any method) and Vulnerable employmentCould easily be chance once only countries with similar income are compared. Vulnerable employment by country | -0.49 | -0.04 | 0.873 | 144 | proxy |
| Contraceptive use (any method) and Extreme poverty rateCould easily be chance once only countries with similar income are compared. Extreme poverty rate by country | -0.44 | +0.04 | 0.915 | 135 | proxy |
| Contraceptive use (any method) and Unintended pregnancies ending in abortionCould easily be chance once only countries with similar income are compared. Unintended pregnancies ending in abortion by country | +0.14 | -0.03 | 0.874 | 123 | independent |
| Contraceptive use (any method) and Wellbeing scoreCould easily be chance once only countries with similar income are compared. Wellbeing score by country | +0.33 | +0.03 | 0.880 | 81 | high |
| Contraceptive use (any method) and UrbanizationCould easily be chance once only countries with similar income are compared. Urbanization by country | +0.38 | +0.03 | 0.932 | 148 | high |
| Contraceptive use (any method) and Environment scoreCould easily be chance once only countries with similar income are compared. Environment score by country | -0.12 | +0.03 | 0.821 | 147 | independent |
| Contraceptive use (any method) and Informal employmentLinked across countries, but mostly as richer countries differ from poorer ones: comparing only countries with similar income, almost nothing remains. Informal employment by country | -0.54 | +0.03 | 0.929 | 113 | proxy |
| Contraceptive use (any method) and Refugees originatingCould easily be chance once only countries with similar income are compared. Refugees originating by country | -0.17 | -0.03 | 0.810 | 146 | moderate |
| Contraceptive use (any method) and UndernourishmentCould easily be chance once only countries with similar income are compared. Undernourishment by country | -0.46 | -0.02 | 0.915 | 135 | proxy |
| Contraceptive use (any method) and Tuberculosis incidenceCould easily be chance once only countries with similar income are compared. Tuberculosis incidence by country | -0.28 | -0.02 | 0.897 | 147 | high |
| Contraceptive use (any method) and UnemploymentAlmost no link either way. Unemployment by country | -0.02 | -0.02 | 0.908 | 144 | independent |
| Contraceptive use (any method) and Abortion rate (estimate)Could easily be chance once only countries with similar income are compared. Abortion rate (estimate) by country | -0.17 | +0.02 | 0.913 | 123 | moderate |
| Contraceptive use (any method) and Hospital bedsCould easily be chance once only countries with similar income are compared. Hospital beds by country | +0.32 | +0.02 | 0.914 | 132 | high |
| Contraceptive use (any method) and Forest areaAlmost no link either way. Forest area by country | +0.03 | -0.01 | 0.928 | 146 | independent |
| Contraceptive use (any method) and Retirement age, menAlmost no link either way. Retirement age, men by country | -0.04 | +0.01 | 0.957 | 29 | independent |
| Contraceptive use (any method) and Electricity use per personCould easily be chance once only countries with similar income are compared. Electricity use per person by country | +0.42 | -0.01 | 0.959 | 147 | proxy |
| Contraceptive use (any method) and Homicide rateAlmost no link either way. Homicide rate by country | -0.01 | +0.01 | 0.812 | 124 | moderate |
| Contraceptive use (any method) and Government consumptionAlmost no link either way. Government consumption by country | +0.03 | -0.01 | 0.965 | 136 | independent |
| Contraceptive use (any method) and South Asian ancestryAlmost no link either way. South Asian ancestry by country | +0.00 | +0.01 | 0.976 | 131 | independent |
| Contraceptive use (any method) and Military spendingAlmost no link either way. Military spending by country | +0.06 | +0.01 | 0.947 | 130 | independent |
| Contraceptive use (any method) and Marriage rateAlmost no link either way. Marriage rate by country | -0.00 | -0.01 | 0.990 | 26 | independent |
| Contraceptive use (any method) and Political stabilityCould easily be chance once only countries with similar income are compared. Political stability by country | +0.30 | -0.00 | 0.996 | 147 | moderate |
| Contraceptive use (any method) 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 | +0.42 | — | — | 148 | proxy |
| Contraceptive use (any method) 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 | +0.45 | — | — | 148 | proxy |
| Contraceptive use (any method) 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 | +0.37 | — | — | 148 | proxy |