Interpersonal trust attitudes correlate strongly with religious affiliation and upbringing. Some studies have shown that this strong positive relationship remains after controlling for several survey-respondent characteristics.1

This, in turn, has led researchers to use religion as a proxy for trust, in order to estimate the extent to which economic outcomes depend on trust attitudes. Estimates from these and other studies using an instrumental-variable approach, suggest that trust has a causal impact on economic outcomes.2 This suggests that the remarkable cross-country heterogeneity in trust that we observe today, can explain a significant part of the historical differences in cross-country income levels.


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Measures of trust from attitudinal survey questions remain the most common source of data on trust. Yet academic studies have shown that these measures of trust are generally weak predictors of actual trusting behaviour. Interestingly, however, questions about trusting attitudes do seem to predict trustworthiness. In other words, people who say they trust other people tend to be trustworthy themselves.3

In one extreme, in countries such as Norway and Sweden, more than 60% of respondents agree that most people can be trusted. And in the other extreme, in countries such as Colombia, Brazil, Ecuador and Peru, less than 10% think that this is the case.

The data suggests a broad correlation between trust in others, and trust in the different public institutions. Specifically, northern Europe (and Switzerland) report higher levels of trust, while southern and eastern Europe (and France) report lower levels across the board.

The data from the SOM in Sweden also allows an inter-temporal analysis of other measures of trust. This visualization shows estimates of general trust in politicians. In this case stability is reflected in the fact that political cycles are not associated with accentuated fluctuations. This seems to contrast with the data from the US, where public trust in government seems to be highly cyclical.

As usual, these results have to be interpreted with caution, since reported figures do not control for unobservable time-varying factors that may simultaneously affect attitudes towards religion and trust; in other words, it is likely that there are unaccounted sources of bias that undermine the causal interpretation of the coefficients. Indeed, other studies using attitudinal survey questions on trust have found different results. For instance, Alesina and La Ferrara (2000)12 use data from the General Social Survey in the US, and find that religious affiliation is not statistically related to trust after controlling for further characteristics, such as whether survey respondents had a history of traumatic experiences.

The extent to which trust is linked to economic development has been the subject of many academic papers in the economics literature on growth (see Guiso et al. 2006,15 Algan and Cahuc 2010,16 and the references therein). A common way to get a first-order approximation of this relationship is to estimate the correlations between trust and GDP per capita. This visualization provides evidence of this correlation, by plotting trust estimates from the World Value Survey against GDP per capita. Each dot on this scatter-plot corresponds to a different country. You can learn more about measures of national income in our entry on GDP data.

Algan and Cahuc (2010) show that inherited trust of descendants of US immigrants is significantly influenced by the country of origin and the timing of arrival of their forebears. This is their instrumental variable: the inherited trust of descendants of US immigrants is used as a time-varying measure of inherited trust in the country of origin. This approach allows the authors to control for country fixed effects and interpret the effect of trust on growth causally. You can read a summary of their findings and approach in a voxeu.org article written by the researchers.

Cross-country data, as well as within-country data, suggest that economic inequality is negatively related to trust. This visualization provides evidence of this relationship: it shows a scatter plot of trust estimates from the World Value Survey against income inequality measured by the Gini index. Each dot on this scatter-plot corresponds to a different country, with colors representing different world regions and dot sizes representing population. A Gini index of 0 reflects perfect equality, so the observed negative correlation in this graph implies that higher inequality is associated with lower trust. In other words, we can see that countries with higher income inequality also tend to report lower levels of trust. You can read more about income inequality and the Gini index in our entry on income inequality.

This negative relationship can be explained through various mechanisms: social ties may imply that people are more willing to trust those who are similar to themselves, or higher inequality may lead to conflicts over resources. The empirical work from Alesina and La Ferrara (2000)20 provides evidence in support of the former mechanism. Jordahl, H. (2007)21 provides a discussion of these and other possible mechanisms.

One of the reasons to justify government intervention in the market for education, is that education generates positive externalities.22 This essentially means that investing in education yields both private and social returns. Private returns to education include higher wages and better employment prospects (as we discuss in our entry on Skill Premium). Social return include pro-social behaviour (e.g. volunteering, political participation) and interpersonal trust.

This chart uses OECD results from the Survey of Adult Skills to show how self-reported trust in others correlates with educational attainment. More precisely, this chart plots the percentage-point difference in the likelihood of reporting to trust others, by education level of respondents. Those individuals with upper secondary or post-secondary non-tertiary education are taken as the reference group, so the percentage point difference is expressed in relation to this group. As we can see, in all countries those individuals with tertiary education were by far the group most likely to report trusting others.

Social cohesion is often defined as the capacity of a country to support peaceful collective decision making. This pair of plots, from the World Development Report (2013),24 show the correlation between the index of peaceful collective decision making, and two key measures of social cohesion at the micro level: trust and civic engagement. The index of peaceful collective decision making is a quantitative indicator that, for each country, aggregates data on political stability, the absence of violence, and voice and accountability.

The figure shows a strong positive relationship: countries where people are more likely to report trusting others, are also countries where there is less violence and more political stability and accountability.

Attitudinal survey questions provide the main source of data to estimate interpersonal trust attitudes. Available evidence for countries with multiple such estimates, suggest that results are robust to the specific surveying methodologies. This scatter plot bears this out, by comparing cross-country estimates from different surveys. Specifically, this figure plots the estimated interpersonal trust levels as measured by the World Values Survey, against interpersonal trust levels as measured by the European Social Survey and the Afrobarometer Survey. The resulting correlation is positive and very high.

As information and communication technology has become pervasive in our society, we are increasingly dependent on both digital data and repositories that provide access to and enable the use of such resources. Repositories must earn the trust of the communities they intend to serve and demonstrate that they are reliable and capable of appropriately managing the data they hold.

Following a year-long public discussion and building on existing community consensus1, several stakeholders, representing various segments of the digital repository community, have collaboratively developed and endorsed a set of guiding principles to demonstrate digital repository trustworthiness. Transparency, Responsibility, User focus, Sustainability and Technology: the TRUST Principles provide a common framework to facilitate discussion and implementation of best practice in digital preservation by all stakeholders.

The FAIR Data Principles3 highlight the need to embrace good practice by defining essential characteristics of data objects to ensure that data are reusable by humans and machines: they should be Findable, Accessible, Interoperable, and Reusable, i.e. FAIR. However, to make data FAIR whilst preserving them over time requires trustworthy digital repositories (TDRs) with sustainable governance and organizational frameworks, reliable infrastructure, and comprehensive policies supporting community-agreed practices. TDRs, with their clear remit to actively preserve data in response to changes in both technology and stakeholder requirements, play an important role in maintaining the value of data. They are held in a position of trust by their users as they accept the responsibilities of data stewardship. To fulfill this role, TDRs must demonstrate essential and enduring capabilities necessary to enable access and reuse of data over time for the communities they serve. TDRs support data curation and preservation of data holdings with different levels of reusability. In certain instances, lower-quality data, which cannot reasonably be improved or made more interoperable, may still retain high value to its user community and so require trustworthy stewardship. A TDR must identify and seek to meet community-accepted criteria and communicate the achieved level of data quality. 006ab0faaa

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