placestats

Confidence in religious institutions vs. Liberal democracy

Fades after adjusting for income

A country is not a person. Countries where more people are counted as belonging to this group also tend to differ on the other measure, and that is all. It does not follow that the people in the group are the people with the different score. Making that leap is called the ecological fallacy: reading a pattern across places as a fact about individual people. It is the most common misuse of this kind of data. Religion also varies strongly with region, history and national income, so much of what looks religious here is really those. That is what the adjusted figures are for. The religion shares are estimates for two years only, and the survey questions are asked in rounds that can be ten years apart.

Across 103 countries, Confidence in religious institutions and Liberal democracy rise and fall together at r = -0.52 (on a scale from −1 to +1, where 0 means no link). Comparing only countries with similar income (GDP per person) shrinks it to -0.32, which could easily be chance (q = 0.12, allowing for the many pairs tested, and allowing for countries in the same region being alike). So the first figure mostly shows richer countries differing from poorer ones, not a link between these two things.

Comparing countries across the middle half of confidence in religious institutions, 47.3% to 76.7% of respondents, liberal democracy is worse by 0.198 points at the top of that range than the bottom. Comparing only countries with similar national income, the gap is 0.106 points.

Link before adjusting (r)-0.523p = 1.4e-8 · 103 countries
After adjusting for national income-0.316p = 0.001 · likely range [-0.48, -0.13]
p, allowing for regions0.026standard error 0.107 · 7 regions
Check for luck (q)0.124across 12,497 pairs

How to read these.r runs from −1 (one goes up as the other goes down) to +1 (they rise together), and 0 means no link. Adjusting for national income means comparing countries with the same GDP per person, so differences in wealth can’t explain the link. Income is used in percentage terms, since an extra $1,000 means more to a poor country than to a rich one. p is how likely a link this strong would be if there were really none. Below 0.05 means it is unlikely to be chance. Very small values are written in short form: 1.1e-32 means a decimal point followed by 31 zeros and then 11, so very close to zero. The likely range is where the true figure probably lies, and a range that crosses zero means the link could easily be chance. Countries in the same region tend to resemble each other, so the third figure allows for that, which gives a fairer p. The standard error is the typical size of the error in r. Finally, testing this many pairs means some will look strong by luck alone. A q below 0.05 means this link is unlikely to be one of those.

Confidence in religious institutions · % of respondentslink with income -0.57 · moderate
Liberal democracy · index (0-1)link with income +0.52 · moderate

“Link with income” is how closely each measure tracks GDP per person across countries, from −1 to +1.

Every country as a dot

Confidence in religious institutions · % of respondents →Liberal democracy · index (0-1) →7.91%99.8%0.0150.884Albania: 52.7% of respondents, 0.382 index (0-1)Argentina: 57.9% of respondents, 0.524 index (0-1)Armenia: 70.4% of respondents, 0.371 index (0-1)Australia: 31.3% of respondents, 0.793 index (0-1)Austria: 36.1% of respondents, 0.757 index (0-1)Azerbaijan: 69.6% of respondents, 0.053 index (0-1)Belgium: 36.2% of respondents, 0.794 index (0-1)Burkina Faso: 77.4% of respondents, 0.103 index (0-1)Bangladesh: 99.8% of respondents, 0.116 index (0-1)Bulgaria: 35.1% of respondents, 0.499 index (0-1)Bosnia and Herzegovina: 56.5% of respondents, 0.339 index (0-1)Belarus: 58.3% of respondents, 0.038 index (0-1)Bolivia: 49% of respondents, 0.352 index (0-1)Brazil: 66.9% of respondents, 0.704 index (0-1)Canada: 39.6% of respondents, 0.736 index (0-1)Switzerland: 33.7% of respondents, 0.843 index (0-1)Chile: 44.6% of respondents, 0.781 index (0-1)China: 20% of respondents, 0.039 index (0-1)Colombia: 55.4% of respondents, 0.555 index (0-1)Cyprus: 61.7% of respondents, 0.664 index (0-1)Czechia: 22.8% of respondents, 0.794 index (0-1)Germany: 31.5% of respondents, 0.782 index (0-1)Denmark: 59.1% of respondents, 0.884 index (0-1)Algeria: 67.8% of respondents, 0.126 index (0-1)Ecuador: 75% of respondents, 0.386 index (0-1)Egypt, Arab Rep.: 71.2% of respondents, 0.115 index (0-1)Spain: 32.6% of respondents, 0.741 index (0-1)Estonia: 34% of respondents, 0.837 index (0-1)Ethiopia: 92.2% of respondents, 0.1 index (0-1)Finland: 55% of respondents, 0.808 index (0-1)France: 38.9% of respondents, 0.8 index (0-1)United Kingdom: 36.9% of respondents, 0.689 index (0-1)Georgia: 77.4% of respondents, 0.275 index (0-1)Ghana: 89.3% of respondents, 0.606 index (0-1)Greece: 65.4% of respondents, 0.568 index (0-1)Guatemala: 70.5% of respondents, 0.523 index (0-1)Hong Kong SAR, China: 53.2% of respondents, 0.142 index (0-1)Croatia: 37.2% of respondents, 0.593 index (0-1)Haiti: 9.28% of respondents, 0.098 index (0-1)Hungary: 40.1% of respondents, 0.315 index (0-1)Indonesia: 98.3% of respondents, 0.296 index (0-1)India: 89.1% of respondents, 0.26 index (0-1)Ireland: 52% of respondents, 0.822 index (0-1)Iran, Islamic Rep.: 78.1% of respondents, 0.103 index (0-1)Iraq: 54.1% of respondents, 0.22 index (0-1)Iceland: 47.3% of respondents, 0.72 index (0-1)Italy: 52.6% of respondents, 0.642 index (0-1)Jordan: 67.3% of respondents, 0.274 index (0-1)Japan: 7.91% of respondents, 0.734 index (0-1)Kazakhstan: 79% of respondents, 0.131 index (0-1)Kenya: 79.4% of respondents, 0.446 index (0-1)Kyrgyz Republic: 77.6% of respondents, 0.178 index (0-1)Korea, Rep.: 51.7% of respondents, 0.739 index (0-1)Kuwait: 75.9% of respondents, 0.127 index (0-1)Lebanon: 47.1% of respondents, 0.267 index (0-1)Libya: 82.5% of respondents, 0.098 index (0-1)Lithuania: 68.1% of respondents, 0.712 index (0-1)Luxembourg: 42.1% of respondents, 0.777 index (0-1)Latvia: 47.9% of respondents, 0.751 index (0-1)Morocco: 65.3% of respondents, 0.251 index (0-1)Moldova: 77.3% of respondents, 0.449 index (0-1)Maldives: 75.6% of respondents, 0.416 index (0-1)Mexico: 61.7% of respondents, 0.221 index (0-1)North Macedonia: 74.4% of respondents, 0.374 index (0-1)Mali: 90% of respondents, 0.15 index (0-1)Malta: 76.3% of respondents, 0.621 index (0-1)Myanmar: 84.1% of respondents, 0.015 index (0-1)Montenegro: 79.6% of respondents, 0.5 index (0-1)Mongolia: 21.8% of respondents, 0.424 index (0-1)Malaysia: 84.9% of respondents, 0.355 index (0-1)Nigeria: 88.2% of respondents, 0.311 index (0-1)Nicaragua: 67.3% of respondents, 0.019 index (0-1)Netherlands: 22.1% of respondents, 0.774 index (0-1)Norway: 50.2% of respondents, 0.847 index (0-1)New Zealand: 35.9% of respondents, 0.787 index (0-1)Pakistan: 97.2% of respondents, 0.176 index (0-1)Peru: 60.9% of respondents, 0.506 index (0-1)Philippines: 92.2% of respondents, 0.291 index (0-1)Poland: 55.2% of respondents, 0.645 index (0-1)Portugal: 59.6% of respondents, 0.717 index (0-1)Qatar: 86.2% of respondents, 0.091 index (0-1)Romania: 69.3% of respondents, 0.464 index (0-1)Russian Federation: 58.4% of respondents, 0.056 index (0-1)Rwanda: 60.2% of respondents, 0.09 index (0-1)Singapore: 58.3% of respondents, 0.36 index (0-1)Serbia: 55.7% of respondents, 0.208 index (0-1)Slovak Republic: 49.8% of respondents, 0.573 index (0-1)Slovenia: 22.5% of respondents, 0.589 index (0-1)Sweden: 47.4% of respondents, 0.853 index (0-1)Thailand: 69.9% of respondents, 0.314 index (0-1)Tajikistan: 76.4% of respondents, 0.043 index (0-1)Trinidad and Tobago: 65.3% of respondents, 0.668 index (0-1)Tunisia: 48.5% of respondents, 0.265 index (0-1)Turkiye: 70.4% of respondents, 0.11 index (0-1)Ukraine: 65.9% of respondents, 0.24 index (0-1)Uruguay: 37.4% of respondents, 0.79 index (0-1)United States: 53.1% of respondents, 0.571 index (0-1)Uzbekistan: 86.7% of respondents, 0.079 index (0-1)Viet Nam: 89.3% of respondents, 0.102 index (0-1)Kosovo: 86.7% of respondents, 0.457 index (0-1)South Africa: 77% of respondents, 0.633 index (0-1)Zambia: 86.3% of respondents, 0.375 index (0-1)Zimbabwe: 68.3% of respondents, 0.147 index (0-1)BGDCHNCZEDNKETHGHAHTIJPNMNGNLDPAKZAF

best-fit line line after adjusting

Four ways to measure the link

MethodrpCountries
Standard (Pearson), not adjusted-0.5231.4e-8103
By rank (Spearman), not adjusted-0.5511.6e-9103
Standard (Pearson), adjusted for national income-0.3160.001103
By rank (Spearman), adjusted for national income-0.2840.004103

The rank version uses only each country’s place in line, from lowest to highest, so a few extreme countries count for less. The adjusted and unadjusted versions use the same 103 countries: those that report both measures and GDP per person. So the gap between them comes from the adjustment, not from a change in which countries are counted. Drop in the size of r after adjusting: +0.207 (a minus sign means it grew).

How solid is it?

Leaving out one country at a time, r ranges from -0.374 (without CHN) to -0.265 (without QAT). The bar above shows that range on a scale from −1 to +1, with the solid line at the full result. The single country that moves r most: CHN (-0.058).

Within each region

Countries are not separate, unrelated cases, and neighbors share a lot. A link that holds inside each region is far more believable than one that shows up only when comparing regions.

nr
East Asia & Pacific14-0.32
Europe & Central Asia48-0.29
Latin America & Caribbean13-0.41
Middle East, North Africa, Afghanistan & Pakistan13-0.29

By income third

If the link shows up only in the richest third of countries, it is a feature of rich countries, not a general pattern.

nr
Poorest third35+0.02
Middle third34-0.24
Richest third34-0.51

By largest religious group

Countries grouped by a label they share, such as main religion, rather than by a number. Groups of fewer than twelve countries are not shown. These groups differ in income, region and history all at once. So a gap between them is a place to start asking questions, not an answer.

nr
Christians61-0.07
Muslims28-0.19

By last european coloniser

Countries grouped by a label they share, such as main religion, rather than by a number. Groups of fewer than twelve countries are not shown. These groups differ in income, region and history all at once. So a gap between them is a place to start asking questions, not an answer.

nr
Never a European colony15-0.40
Spain12-0.21
United Kingdom25-0.55

Without outliers (countries far outside the middle half of countries on either measure, by more than one and a half times the width of that middle half): r = -0.316 after dropping 0 countries.

Two series, one country

Both measures over the years for one country you pick. The two charts are stacked so they share only the years along the bottom.

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Over time, within countries

Everything above compares countries with each other at one moment. This section compares each country only with itself over 0years. So a link here can’t come from anything about a country that stays the same, such as its history, geography, institutions or culture.

Not enough history inside each country to look at this over time. That needs countries measured for several years in a row, and at least one of these measures is measured too rarely.

The data


% of respondents

index (0-1)
Years
Bangladesh BGD99.8%0.1162022, 2025
Indonesia IDN98.3%0.2962022, 2025
Pakistan PAK97.2%0.1762022, 2025
Ethiopia ETH92.2%0.12022, 2025
Philippines PHL92.2%0.2912022, 2025
Mali MLI90%0.152010, 2025
Viet Nam VNM89.3%0.1022022, 2025
Ghana GHA89.3%0.6062014, 2025
India IND89.1%0.262022, 2025
Nigeria NGA88.2%0.3112022, 2025
Uzbekistan UZB86.7%0.0792022, 2025
Kosovo XKX86.7%0.4572010, 2025
Zambia ZMB86.3%0.3752010, 2025
Qatar QAT86.2%0.0912014, 2025
Malaysia MYS84.9%0.3552022, 2025

Haerpfer, C. et al., World Values Survey; EVS, European Values Study
Coppedge, M. et al., V-Dem Dataset, Varieties of Democracy (V-Dem) Project

Sources

Confidence in religious institutions

Share with confidence in churches and religious organisations

World Values Survey Association and European Values Study · via Our World in Data · Free for non-commercial use with attribution · updated irregular (survey waves, roughly every 5 years)

"A great deal" or "quite a lot" of confidence, as against "not very much" or "none". Confidence in an institution is not belief in what it teaches. The gap between this and the importance of religion shows how far religious people trust their clergy. No "better" direction is set.

Liberal democracy

Liberal democracy index

V-Dem Institute, University of Gothenburg · via Our World in Data · CC BY 4.0 · updated annual

Electoral democracy plus limits on the head of government, independent courts and protected personal freedoms. It contains the electoral democracy index as a part, so the two are built from the same numbers and bound to match.

How this was computed

Data used: most recent value in 2010-2025; values come from 2010–2025. To adjust for income, each measure is first predicted from GDP per person (in percentage terms, on a log scale) with a straight-line fit. Only what is left over is then compared. This is called a partial correlation. The line is drawn the standard way (ordinary least squares), which picks the line that comes closest to all the countries at once. The error margins allow for countries in the same region resembling each other, using 7 World Bank regions. The q-value corrects for testing all 12,497 pairs at once, using the Benjamini–Hochberg method. Underlying data last updated DYB 2024. How the country data works · explore Confidence in religious institutions and Liberal democracy

This page shows that two measures go together. It does not show that Confidence in religious institutions changes Liberal democracy, or the reverse. These figures also describe countries, not individual people. See the ecological fallacy.

More links with Confidence in religious institutions or Liberal democracy