Extended Data Table 1.
Measures of prevalence of rule violations, economic and institutional variables, as well as cultural background of our subject pools
Data are country-level averages. Detailed descriptions, data sources, and references are in the Supplementary Information. Control of Corruption is a standard measure of corruption; higher values indicate more corruption. Shadow Economy is measured in percent of the size of a country’s GDP. Political Rights measures the fairness of electoral processes, political pluralism and participation, and the functioning of government; higher scores indicate higher level of political rights. Prevalence of Rule Violations is our self-constructed indicator based on a principal component analysis of Control of Corruption, Shadow Economy, and Political Rights. Government Effectiveness measures the quality of public service, independence from political pressure and policy implementation; higher values indicate higher effectiveness. Constraint on Executive measures the institutionalised limitations on the arbitrary use of power by the executive; higher values indicate better control. GDP per capita (average of 1990 to 2000) is measured in US-$ 1’000 (PPP)). Individualism measures how important the individual is relative to the collective; higher values indicate higher individualism. Traditional vs. secular-rational values measures the importance of values such as respect for authorities; higher scores indicate more secular values. Survival vs self-expression values measure the importance of values surrounding physical and economic security; lower scores indicate survival values are relatively more important than self-expression values. World mean and sample mean are the respective averages of country means.
Indicators of rule violations |
Institutional and economic indicators |
Cultural Indicators |
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---|---|---|---|---|---|---|---|---|---|---|
Control of Corruption |
Shadow Economy | Political rights | Prevalence of Rule Violations |
Constraint on Executive |
Government Effectiveness |
GDP per capita | Individualism | Traditional vs secular-rational values |
Survival vs. self- expression values |
|
Austria | 2.1 | 10 | 40 | −3.1 | 7.0 | 2.0 | 23.3 | 55 | 0.3 | 1.4 |
China | −0.4 | 13 | 3 | 0.2 | 3.0 | −0.1 | 1.5 | 20 | 0.8 | −1.2 |
Colombia | −0.2 | 38 | 23 | 0.3 | 6.4 | −0.3 | 5.3 | 13 | −1.9 | 0.6 |
Czech R. | 0.4 | 19 | 37 | −1.5 | 7.0 | 0.6 | 14.1 | 58 | 1.2 | 0.4 |
Georgia | −0.6 | 66 | 19 | 2.0 | 5.0 | −0.7 | 1.8 | n.a. | −0.0 | −1.3 |
Germany | 1.9 | 16 | 38 | −2.6 | 7.0 | 1.9 | 22.1 | 67 | 1.3 | 0.7 |
Guatemala | −0.7 | 51 | 22 | 1.2 | 4.4 | −0.5 | 3.4 | 6 | −1.7 | −0.2 |
Indonesia | −1.0 | 19 | 26 | −0.1 | 2.8 | −0.3 | 2.1 | 14 | −0.5 | −0.8 |
Italy | 0.5 | 27 | 38 | −1.2 | 7.0 | 0.8 | 20.7 | 76 | 0.1 | 0.6 |
Kenya | −0.8 | 35 | 18 | 0.8 | 3.0 | −0.5 | 1.1 | 25 | n.a. | n.a. |
Lithuania | 0.3 | 32 | 38 | −0.9 | 7.0 | 0.1 | 8.2 | 60 | 1.0 | −1.0 |
Malaysia | 0.4 | 31 | 17 | −0.1 | 4.5 | 1.1 | 7.2 | 26 | −0.7 | 0.1 |
Morocco | −0.2 | 35 | 17 | 0.5 | 2.8 | −0.0 | 2.3 | 46 | −1.3 | −1.0 |
Netherlands | 2.1 | 13 | 40 | −2.9 | 7.0 | 2.1 | 23.7 | 80 | 0.7 | 1.4 |
Poland | 0.4 | 28 | 37 | −1.1 | 6.4 | 0.6 | 7.6 | 60 | −0.8 | −0.1 |
Slovakia | 0.3 | 18 | 36 | −1.4 | 6.4 | 0.6 | 9.7 | 52 | 0.7 | −0.4 |
South Africa | 0.3 | 28 | 36 | −1.0 | 7.0 | 0.7 | 6.0 | 65 | −1.1 | −0.1 |
Spain | 1.4 | 22 | 39 | −2.0 | 7.0 | 1.8 | 17.6 | 51 | 0.1 | 0.5 |
Sweden | 2.2 | 19 | 40 | −2.8 | 7.0 | 2.0 | 21.1 | 71 | 1.9 | 2.4 |
Tanzania | −0.8 | 57 | 22 | 1.6 | 3.0 | −0.4 | 0.7 | 25 | −1.8 | −0.2 |
Turkey | −0.2 | 32 | 24 | 0.0 | 7.0 | 0.0 | 6.8 | 37 | −0.9 | −0.3 |
U. Kingdom | 2.1 | 13 | 40 | −2.9 | 7.0 | 1.9 | 20.2 | 89 | 0.1 | 1.7 |
Vietnam | −0.5 | 15 | 2 | 0.5 | 3.0 | −0.4 | 1.0 | 20 | −0.3 | −0.3 |
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Sample Mean | 0.4 | 28 | 28 | −0.7 | 5.5 | 0.5 | 9.9 | 46 | −0.1 | 0.1 |
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World Mean | 0.0 | 33 | 24 | 0.0 | 4.5 | −0.0 | 7.8 | 39 | −0.3 | 0.0 |
World Min | −1.8 | 9 | −2 | −3.1 | 1.0 | −2.3 | 0.3 | 6 | −2.1 | −1.7 |
World Max | 2.5 | 68 | 44 | 2.8 | 7.0 | 2.2 | 41.7 | 91 | 2.0 | 2.3 |
World N | 199 | 161 | 192 | 159 | 161 | 196 | 183 | 102 | 94 | 94 |