The way in which governments raise and spend revenue has a substantial impact on the economic and social development of nations. In this entry we analyze available data and empirical research on a prime source of government revenue: taxation.
While taxation is not the only source of government revenue, it is by and large the most important source in nearly all countries. According to the most recent estimates from the International Centre for Tax and Development, total tax revenues account for more than 80% of total government revenue in about half of the countries in the world – and more than 50% in almost every country.
We begin this entry by providing an overview of historical changes in taxation patterns, and then move on to an analysis of available data from the last couple of decades, discussing recent trends and patterns in taxation around the world.
From a historical perspective, the growth of governments and the extent to which they are able to collect revenues from their citizens, is a striking economic feature of the last two centuries. The available long-run data shows that in the process of development, states have increased the levels of taxation, while at the same time changing the patterns of taxation, mainly by providing an increasing emphasis on broader tax bases.
Taxation patterns around the world today reveal large cross-country differences, especially between developed and developing countries. In particular, developed countries today collect a much larger share of their national output in taxes than do developing countries; and they tend to rely more on income taxation to do so. Developing countries, in contrast, rely more heavily on trade taxes, as well as taxes on consumption.
Moreover, the data shows that developed countries actually collect much higher tax revenue than developing countries despite comparable statutory taxation rates, even after controlling for underlying differences in economic activity. This suggests that cross-country heterogeneity in fiscal capacity is largely determined by differences in compliance and efficiency of tax collection mechanisms. Both of these factors seem to be affected by the strength of political institutions.
In the last part of this entry we provide an overview of empirical evidence regarding the equity and efficiency implications of taxation. In particular, we show that taxation does have a powerful redistributive effect, but it is important to consider how taxation also affects behavior of individuals, by changing economic incentives. For example, recent studies have found that taxation may lead to efficiency losses by inducing migration of ‘super stars’. These potential efficiency losses highlight the importance of designing taxation systems that achieve redistributive objectives at the smallest possible cost.
# Empirical View
# Historical Perspective
# Taxes started growing in early-industrialised countries after the First World War
The following visualization shows the evolution of tax revenues, as a share of national income, for a selection of early-industrialized countries.
As we can see, until 1920 tax revenues were low across all these countries. Indeed, until 1910 less than 10% of national income was collected by these governments through taxation – just enough for them to fulfil basic functions, such as maintaining order and enforcing property rights.
After the First World War, however, taxation started growing considerably. In the period 1920-1980 taxation as a share of national income increased drastically, more than doubling across all countries in the chart. These increases in taxation went together with more government expenditure on public services, particularly education and healthcare.
After 1980, tax revenues started stabilizing, albeit with marked differences in levels for each country. Today these differences remain significant.
# Income taxation played a fundamental role in the historical expansion of tax revenues
The growth of tax revenues that took place in early-industrialized countries after the First World War was largely supported by the extension of income taxes. This required states to build tax administration systems, and implement tax withholding at source, in order to effectively raise compliance.
The following visualization from Besley and Persson (2013)1 tracks a group of 18 countries, in order to show how different taxation instruments became increasingly more common during the 20th century.
The vertical axis shows the relative frequency of taxation instruments within the sample of countries, and the horizontal axis shows time.2 The red line plots the share of countries with income taxation, the blue line plots the share with income-tax withholding, and the green line plots the share with value added taxation.
As we can see, income taxes began appearing around 1850, with direct withholding following about 25 years later; and VAT again somewhat later. By 1950 all countries in the sample had already both income taxation and direct withholding.
# In the 20th century, European countries expanded revenues from direct taxation faster than other sources of government revenue
As pointed out above, early-industrialized countries increase tax revenues after the First World War specifically by increasing direct forms of taxation. Here we provide further evidence of this, and show how the taxation of incomes became increasingly important to collect revenues in these countries, also in relation to other sources of revenue.
The following graph shows the proportion of total government revenue that is accounted for by income taxation. The data plotted corresponds to historical estimates from Flora (1983)4 up until 1975, and more recent estimates, starting 1980, from the International Centre for Tax and Development.
As we can see, the relative importance of income tax within government budgets fluctuates with time, but there is a clear positive trend in most cases.
# Revenue structure and government structure in the US are historically interdependent
The experience of government expansion in the US shows that there is a link between tax revenues, and government structure more generally.
As Wallis (2000)5 points outs, in the last two centuries the US has passed through three distinct systems of government finance. In the first financial system, lasting from 1790 until about 1842, state governments played an important role in raising government revenue, mainly by generating ‘asset income’ thorough activities such as the sale of land. In the second financial system, starting around 1840, local governments became more important, contributing an increasing share of government revenue from property taxes. And in the third system, starting with the Great Depression, the federal government became more important, generating increasingly larger revenues through the collection of income taxes.
The following visualization shows how this transition took place. It provides details regarding the evolution of government revenues by level of government, expressed as a share of national income – here Gross National Product (GNP).
As can be seen below, the implementation of new forms of taxation during the 20th century in the US, was associated with underlying changes in the structure of the government. By clicking on the option labelled ‘Relative’, you can see how the share of national revenues rose sharply after the Second World War. This is when income tax revenues started expanding.
# In the process of development, middle income countries have increased tax revenues
The evidence that we have discussed so far is mainly from high income countries. However, the available long-run data from Latin America suggests that middle income countries have also expanded tax revenues in the process of development – albeit later, and with some differences in the relative importance of specific tax instruments.
The following visualization, using data from Arroyo-Abad and Lindert (2016)6, shows the composition of tax revenues for Colombia. These estimates correspond to central government revenues, and are expressed as a share of national income – specifically GDP. Comparable data, from the same source, is also available for Peru; you can see the corresponding figures by clicking on the option labelled ‘Change’.
As we can see, tax revenues started growing noticeably in the 1960s, mainly through the collection of consumption taxes. By clicking on the option labelled ‘Relative’, you can see the relative importance of the different tax instruments. As it can be appreciated, income taxation became an important source of revenue in the second half of the 20th century, although consumption taxation grew faster than income taxation throughout this period.
# The big picture today
# What are the main instruments used by governments to collect revenue?
In the preceding section we discussed the historical evolution of government revenues, and provided evidence of the important role that taxes, specifically, played in the expansion of governments. But what is the full menu of instruments that governments have to collect revenues?
Roughly speaking, governments finance policy from taxes, grants (typically in the form of ‘development assistance’ transfers), and debt (more precisely budget deficits, or reductions of budget surpluses).
The diagram below, from Prichard et al. (2014)7, provides a conceptual classification of revenues other than debt.
As we can see, these revenues include grants, direct taxes (such as taxes on income, profits, property, etc.), indirect taxes (such as taxes on consumption, sales, trade, etc.), and social contributions.
Classification of different sources of government revenues – Figure 2 in Prichard et al. (2014)8
# How much tax revenue do countries collect today?
The following visualization shows a map of total tax revenues. These estimates comes from the International Centre for Tax and Development, and are expressed as a share of GDP.
As we can see from the most recent data, at one extreme of the spectrum we have countries such as Cuba, France, Denmark, Norway and Sweden, where total tax revenues are higher than 30%. And at the other extreme, we have countries such as Lybia and Saudi Arabia, where taxes account for less than 2% of national income.
More generally, this map shows that there is a clear correlation between GDP and tax revenues – richer countries tend to collect through taxes a much larger share of their domestic production. This is a remark that we address in more detail in the following sections.
The visualisation below uses the same data, but plots the evolution of tax revenues for individual countries. You can add countries by clicking on the option ‘add country’; and you can switch between the ‘map’ and ‘chart’ views by clicking on the tabs at the top of the graph.
The time series show that most high income countries have had relatively stable levels of tax revenues in the last decade; while trends and patterns are less clear across the developing world. In many cases, especially among upper-middle income countries, tax revenues have been going up consistently. The case of Turkey stands out: in 1980 it collected about 13.5% of GDP in taxes (about half of the US), yet by 2001 it had nearly doubled tax revenues – almost catching up with the US.
In any case, despite specific cases such as Turkey, differences today remain large and there is no clear evidence of global convergence. In many developing countries levels are very low and trends have not been persistently going up by a significant margin.
# How do developing and developed countries compare in terms of tax revenue?
The table below, from Jha (2008)9, shows differences in tax revenues as a share of GDP for various country groups. The table pools countries within groups, across two periods of time: 1990-1995 and 1996-2002. For each time-group pool of countries, the author ranks countries by tax revenue as share of national income, and reports the level for the country in the middle (i.e. the median tax revenue within that time-group pool). This gives us an idea of the ‘typical’ country in that region, at that point in time.
As we can see, developed countries collect almost twice as much as developing countries in tax revenue. And developing countries, in turn, collect almost half as much as transition economies. Also, we can see that developed countries had little change in tax-to-gdp ratios in the second half of the 20th century, where as in developing countries there seems to be a broad negative trend.
# Central Government Tax Revenue as a Percentage of GDP, 1990–1995 and 1996–2002 – Table 1 in Jha (2008)10
# Which forms of taxation dominate revenues in different world regions?
We have already discussed the fact that levels of taxation differ greatly across world regions – both in levels and trends. Now we focus on differences in the composition of tax revenues.
The following visualization presents a breakdown of tax revenue sources, comparing figures from 1986 and 1996. The estimates are provided for a selection of country groups (you can switch country groups by clicking on the option ‘change country group’), and are expressed as a share of GDP. The data comes from Todaro and Smith (2014)11, and includes direct taxes (corporate and income taxes), as well as indirect taxes (general, commodity and excise taxes) and social security contributions.
Although these estimates are somewhat dated, they do provide a rough idea of taxation patterns by world regions. As it can be seen, developing countries depend significantly on indirect taxes, particularly taxes on trade and consumption. This can be contrasted with the case of OECD countries, where direct taxation – especially personal income taxation – is comparatively more important.
It is also worth noting the important role of social security revenues in advanced economies: at 10% of GDP in 1996, social security revenues are almost 10 times larger than in developing countries.
More recent data suggests that direct taxation, and specifically income taxation, remains more important in developed countries than in developing countries. The following visualisation plots total revenue from taxes on income and profits (horizontal axis) against revenue from taxes on goods and services (vertical axis). Estimates comes from the International Centre for Tax and Development and are expressed as share of GDP.
As we can see, there is a positive correlation on the aggregate, and European countries (marked in orange) are consistently located further towards the top right.
It can also be checked that most countries in the OECD are close, or below a hypothetical line with slope equal to one (i.e. feature higher income tax revenues than commodity tax revenues); Denmark is an extreme case, with income tax revenues more than doubling receipts from taxes levied on goods and services.
# Recent trends in the taxation of incomes
# How have income tax revenues evolved around the world?
The following visualization provides an overview of revenues from income taxation (specifically taxes on incomes, profits and capital gains) during the period 1980-2013. The estimates correspond to direct taxation of individuals and corporations, and are expressed as share of GDP. A selection of countries is included by default, but you can add more countries by clicking the ‘add country’ option.
The data shows large and persistent cross-country heterogeneity, even within relatively similar countries, such as those in the OECD.
In comparison to developing countries, the data also shows that in developed countries the direct taxation of corporations and individuals accounts for a larger share of national production. And this has been consistently the case throughout the last couple of decades.
As note before, an important part of government revenue in developed countries comes from direct forms of taxation, so it is not surprising that the evolution of income taxation tracks closely the stable evolution of tax revenues that we discuss above.
Some specific countries are particularly interesting. In China, for example, the share of GDP that is collected by taxing individuals and corporations almost doubled in the period 2000-2012.
# How have statutory tax rates for the rich evolved in the last few decades?
One important feature of tax systems is the statutory rate of taxation that applies to the highest bracket of incomes. This measure, usually known as the ‘top marginal rate of taxation’, corresponds to the tax rate that applies to the ‘last dollar’ of income earned by the rich.
The two visualizations below provide evidence of how top marginal income tax rates have evolved around the world.
The first graph shows top marginal rates in France, Germany, the US and the UK, for the period 1900-2013. As we can see, at the turn of the 20th century the top earners in these countries faced almost zero taxation on the last part of their incomes; but this changed drastically around 1910-1930, when high top marginal rates were introduced. Interestingly, however, this lasted only until about 1980, when again all countries substantially reduced rates. Today the levels are between half and a third of what they used to be at the highest point. In the UK, in 1978 the last pound of earned income at the highest bracket was essentially entirely taxed (98%). Today the corresponding figure is less than half (45%).
The second graph shows estimates of top marginal income tax rates for a larger selection of countries (years 1979, 1990 and 2000). As we can see, the sharp trend of reducing top marginal tax rates after the 1980s was a global phenomenon, expanding both developed and developing countries.
The interpretation of these graphs often leads to confusion. A common mistake is to interpret the top marginal tax rate as the effective rate of taxation applied to the rich. This is incorrect, because the top marginal rate applies (as the ‘marginal’ name suggests) only to the last portion of income earned by the rich. And by implication, lower marginal rates do not directly imply lower economic incidence of taxation for the rich.
Having said that, additional evidence does seem to suggest that the above-mentioned reduction of top marginal income tax rates has been one of the ingredients contributing to lower effective tax rates for the rich. We discuss this additional evidence in the next section.
# How do marginal rates of taxation compare to average rates of taxation in the US?
The marginal rate of taxation is defined as the rate of tax that is applied to the ‘last dollar’ added to the taxable income. This means that marginal rates apply only to the portion of taxable income that exceeds the lower income threshold for that marginal rate.
In contrast, the average, or effective rate of taxation is defined as the ratio of total taxes paid by total income earned – that is, the share of income that is paid in income taxes.
The distinction between these two concepts is important because for many people, a portion of their income is taxed at one rate, and the rest is taxed at another rate. In the US, for example, if a married couple earns $40,000 a year, they pay federal income taxes at a rate of 10% on the first $18,500 or so, and and at a rate of 15% on the rest. Hence, while the marginal rate applied to the last dollar earned is 15%, the effective income tax rate is lower.
Using the US federal income tax schedule, the following visualization shows the marginal and average rates for the income of married couples (filing jointly). These figures use estimated tax brackets for 2016 from the Tax Foundation.
This visualization shows that average and marginal income tax rates are clearly different. Specifically, while both average and marginal rates are increasing, average rates are smoother and generally lower.
A similar chart showing marginal and average rates for the income of single individuals – as opposed to married couples filing jointly – can be found here.
Marginal and average tax rate on incomes in the US – Our World in Data, with 2016 estimates from the Tax Foundation
# Recent trends in the taxation of consumption
# How has the taxation of goods and services evolved around the world?
The following visualization provides an overview of revenues from the taxation of goods and services during the period 1980-2013. The estimates account for sales taxes, value added taxes and excise duties; and are expressed as share of GDP.
The data shows some cross-country heterogeneity; although relative to revenue from income taxation, heterogeneity in commodity taxation is much smaller, especially among high-income countries.
As can be seen, most of the countries with particularly low tax-to-gdp ratios are in Africa.
# How do statutory consumption tax rates compare across countries?
The following visualization shows how value added tax rates compare between world regions. These figures come from the World Development Report (2005), and include corporate tax rates as a benchmark.
This visualization shows that value added tax rates are similar in developed and developing countries, which suggests that the differences we observe in revenue between regions, are likely due to differences in compliance. In fact, this is not only specific to commodity taxation – Besley and Persson (2013)12 show that developed countries tend to raise much more income-tax revenue than developing countries with comparable statutory rates, which suggests that the tax base in low-income countries is more strongly affected by compliance difficulties.
In summary, the evidence suggests that fiscal capacity (i.e. the extent to which countries can extract revenues through taxation at any given level of economic activity) is considerably less developed in poor countries.
Value-added and corporate tax rates by country groups, 1999/2000 – Figure 5.6 in World Development Report (2005)
# Recent trends in the incidence of taxation
# Taxes affect market prices, so the statutory burden of a tax does not describe who really bears the tax
Taxes affect economic interactions by changing the relative prices of goods and services in the economy. This implies that, to assess who bears the burden of a tax, it is not sufficient to look at statutory tax rates. For example, if a tax is imposed on producers, in a competitive market they will raise prices to some extent to offset this tax burden – so the producers’ income will not fall by the full amount of the tax. A similar argument can be made if the tax is levied on consumers, since in a market economy the tax will lower demand, and this will have a consequence also for producers.
The key point is that, in order to analyze the economic incidence of taxation in a market economy, we need to look beyond statutory tax rates. Below we provide concrete examples of how economists try to estimate the economic incidence of taxation.
# How much taxes do rich households pay in the US?
In the US, the Congressional Budget Office (CBO) produces estimates of the incidence of taxation across the population. To do this, they make the following assumptions: (i) Taxes on earnings are borne by workers; (ii) Taxes on individual income are borne by the households that pay them; (iii) Taxes on corporate income are borne by individuals in proportion to their capital income; (iv) Taxes on consumption are borne by individuals in proportion to their consumption.13
Based on these assumptions, the CBO calculates total tax contributions as a share of pre-tax income for different segments of the pre-tax income distribution.14 These estimates, often referred to as ‘average tax rates’, can be interpreted as the effective rates of taxation that apply to individuals with different incomes, after accounting for government transfers (specifically cash payments and in-kind benefits from social insurance and other government assistance programs).
The following visualization, plotting CBO estimates of average tax rates, shows that the federal tax system in the US has been generally progressive: those located higher in the ranking of incomes, pay a higher share of their income in taxes.
Across time, we can also see that progressivity has not been constant – the period 1980-1990 saw important reductions in tax rates for the rich, without comparable reductions for the poor.
The hike in tax rates towards the end corresponds primarily to significant changes in tax rules in 2012. Up until that point, and since around 1995, tax rates for the richest 1% went down every year (although they also went down for the lower income groups in the same period).
Average federal tax rates, by before-tax income Group, 1979 to 2013 – Figure 2 in CBO (2016)15
# How progressive is taxation at the top of the income distribution in developed countries?
The visualization above shows that, according to the estimates from the Congressional Budget Office, richer individuals in the US generally tend to bear a larger burden of taxation than the poor. Here we examine whether this is also true within the top of the income distribution – that is, whether the ‘ultra rich’ shoulder a larger tax burden than the ‘rich’.
The next visualisation, from Piketty and Saez (2007)16 shows estimated average tax rates in France, the US and the UK, at two points in time: 1970 and 2005. Notice that these are average rates (i.e. total tax contributions as a share of pre-tax income), which are different to marginal tax rates.
Displayed are rates for the bottom 90% of the income distribution, as well as higher percentiles. Again, we can see in these estimates that the systems in question are progressive – increasingly higher percentiles in the income distribution pay increasingly higher effective rates of taxation. However, the lines are much flatter in 2005, which shows that the systems have become less progressive at the top: the average share of income paid by those at the very top of the income distribution has dropped substantially since 1970. This is important because, as the authors of the figure point out, over the same period pre-tax income inequality grew significantly: a few very rich individuals at the very top are accumulating an increasingly large share of national incomes.
An important point that should be kept in mind is that these estimates are not directly comparable to those from the Congressional Budget Office discussed above, because they do not take into account government transfers, and rely on different methodological assumptions – for example, they do not consider excise taxes (but they do consider estate taxes). For more details see Piketty and Saez (2007).
Average tax rates by income groups in France, the United Kingdom, and the United States, 1970 and 2005 – Figure 4 in Piketty and Saez (2007)17
# Correlates, Determinants & Consequences
# The drivers of tax revenues
# Rising GDP is associated with rising tax revenues
We have already pointed out that rich countries tend to collect much higher tax revenues than poor countries. The visualization below provides further evidence of the extent of this correlation.
The vertical axis measures GDP per capita (after accounting for differences in purchasing power across countries), while the horizontal axis measures tax revenues as share of GDP. The vertical axis is expressed by default in a logarithmic scale, so that the correlation is easier to appreciate – you can change to a linear scale by clicking the ‘Log’ button.
We can see that there is a strong positive correlation: richer countries tend to have higher tax revenues as a share of their GDP. And this is also true within world regions (represented here with different colors).
# Early-industrialized countries became better at collecting revenue as they developed
We argued above that the efficiency of tax collection is a strong predictor of cross-country differences in tax revenues – rich countries have more capacity to extract revenues. As historical data shows, this capacity was largely possible because, throughout the 19th century and up until the first half of the 20th century, these countries found increasingly cheaper ways to collect taxes.
The following visualization, from Lindert (2012)18, shows that the US and the UK saw steep declines in the administrative cost shares of indirect tax collection across the 19th century and the early 20th. As we can see, the cost of collections dropped, from over 4.5% of the amounts collected in the mid-19th century, to 2% since the middle of the 20th century.
Tax collection costs as a percentage of the amount collected by central governments, US and UK, 1787/96-2011 – Figure 2 in Lindert (2012)19
# Tax collection relates to the strength of political institutions
Cross-country differences in tax revenues are linked to the capacity of countries to implement efficient tax collection systems. Here we provide evidence suggesting that political factors – such as the extent of institutionalized constraints on the decision-making powers of policy makers – help shape the level and evolution of fiscal capacity of countries.
The following chart, from Besley and Persson (2013)20, plots the cross-country relationship between political institutions and tax revenues. The authors approximate the strength of political institutions by calculating the proportion of years since independence (or since 1800 if independence is earlier) that a country had strong constraints on the executive. Having ‘strong constraints on the executive’, in turn, is measured from the well-known Polity IV data base (you can read about measurement and definitions in the Polity IV dataset users’ manual). In essence, this variable aims to capture the extent to which accountability groups impose institutionalized constraints on the decision-making powers of policy makers.
The scatter plot controls for baseline differences in GDP – that is, what we observe is the correlation between tax revenues and political institutions conditional on GDP levels. As we can see, countries with strong executive constraints collect higher tax revenues, when income per capita is held constant, than do countries with weak executive constraints.
Some studies suggest that, under weak accountability, countries may not only have generally weak taxation systems, but may also be subject to ‘political budget cycles’ whereby tax collection declines prior to elections, as politicians seek to secure short-term political support (See Prichard 201621 and the references therein for more details).
# Tax revenue vs constraints on executive authority
# Aid correlates negatively with tax revenue, but the link does not seem to be causal
A large body of academic literature has studied the relationship between revenue from development assistance (‘foreign aid’) and revenue from taxation. The hypothesis supporting this strand of literature is straightforward: foreign assistance may ‘crowd out’ domestic tax revenues, as it reduces the incentives for policy-makers to pursue politically costly tax collection.
This hypothesis seems to be supported by raw correlations. The following plot, from Benedek et al. (2014)22, shows the evolution of tax revenues and foreign aid (Overseas Development Assistance – ODA). It shows a broad negative association: between 1980 and 1995, when foreign aid as a share of GDP was increasing, average tax revenue in relation to GDP decreased slightly. Post-1995, a decline in the share of total net ODA to GDP was accompanied by higher tax revenues as percentage of GDP.
This relationship can not be interpreted causally, as there are many factors that simultaneously drive ODA flows and tax revenues. More complex econometric studies that try to account for further sources of bias find that there is no consistently significant relationship between aid and tax collection (see Prichard 201623 and the references therein for more details).
Average net development assistance and tax revenue in low and middle income countries, 1980–2009 – Figure 1 in Benedek et al. (2014)24
# The consequences of taxation
# Taxation is an important instrument to reduce inequality
One way to gauge the extent to which taxation redistributes resources between individuals in a country, is by looking at how the distributions of incomes change before and after taxes. The following visualization does this, showing the reduction of inequality that different OECD countries achieve through taxes and transfers.
The estimates correspond to the percentage point reduction in inequality, as measured by changes in the Gini coefficients of income, before and after taxes and transfers. The source for the data is the 2008 OECD report Growing unequal? . In this report you can find further details regarding how these estimates are constructed. In a nutshell, income ‘before taxes’ corresponds to what is usually known as market income (wages and salaries, self-employment income, capital and property income); while income after taxes and transfers corresponds to disposable income (market income, plus social security, cash transfers and private transfers, minus income taxes).
The data shows that across the 24 countries covered, taxes and transfers lower income inequality by around one-third on average (equivalent to around 0.15 Gini points). Yet cross-country differences are substantial, with declines ranging from about 45% in Denmark and Sweden, to about 8% in South Korea. The US – a country with high baseline levels of inequality – achieves a reduction of around 17%, which is almost half of the OECD average.
Generally speaking, countries that achieve the largest redistribution through taxes and transfers tend to be those with the lowest after-tax inequality.
While informative for the purpose of cross-country comparisons, these results have to be interpreted carefully, since the before-tax distribution of incomes is already the result of choices made by individuals who take taxes and transfers into consideration. Put simply, the before-tax distributions of incomes are likely to be different to the actual distributions of incomes that would be in place if there were no taxes or transfers. This can be clearly explained in the context of pensions: individuals receiving state pensions appear in the data as poor before transfers; but many of them would of course have private pensions if they lived in a country without state transfers.
The extent to which taxes affect behavior is discussed in more detail below.
# Taxation can lead to efficiency losses
In market economies, consumers and producers change their behavior in response to taxes. For example, if a taxed good has a substitute that is not taxed, some consumers will shift to the substitute to avoid the tax. These changes in behavior can lead to inefficiencies. For example, high tax rates may discourage labor supply; and in the case of very rich individuals, they may even induce migration of talent to countries where the tax burden is lower. In both cases, the ‘size of the pie’ would be reduced by taxation. So how large are these behavioral responses?
Using data from the European football market, Kleven et al (2013)25 find evidence of strong mobility responses to taxation for ‘superstars’. The following scatter plots supports this.
The two plots correspond to different time periods. The vertical axis represents the fraction of all top-league professional football players who are foreign nationals in the country where they play, and the horizontal axis shows the average top earnings tax rate for foreign players in that country.
As we can see, in the period 1985-1995 there was no correlation between migration and tax rates; yet in the period 1996-2008, after the Bosman ruling on free mobility was enacted, the correlation became strongly negative: the countries with higher top earnings tax rates became less likely to have foreign players.26 The authors also show that the mobility of players had a negative impact on the performance of football clubs of countries with high tax rates.
This evidence, suggesting that ‘superstars’ are very responsive to taxation, contrasts with the available evidence for typical individuals – while still highly debated, most empirical estimates suggest that for the majority of the population, labor supply choices are not very responsive to changes in income tax rates (see Saez et al. 201227 for a review of the literature).
Cross-country correlation between tax rates and migration of football players – Figure 1 in Kleven et al (2013)28
# Data Quality & Measurement
The most widely used global data source on taxation is the IMF Government Finance Statistics (GFS) . This is the source used to produce the World Development Indicators from the World Bank, and is an input for the production of many other related, but different sources of information, including (i) the OECD Tax Statistics dataset; (ii) the OECD Revenue Statistics in Latin America dataset; and (iii) the CEPALSTAT Revenue Statistics in Latin America database
Combining data from all these sources, the International Centre for Tax and Development (ICTD) produces the ICTD Government Revenue Dataset.
The data produced by the IMF, the World Bank, the OECD and CEPAL often covers different countries at different points in time; and for those years and countries in which estimates overlap, there are significant inconsistencies.
The inconsistencies between sources are often due to differences in methodological choices – such as differences in the classification of social security contributions, or the omission of data from taxes collected by local governments. And in addition to methodological differences, sources also seem to differ in other substantial non-systematic ways. A very detailed account of data quality differences can be found in Prichard et al. (2014).29
The following chart shows an example of data discrepancies in tax revenues for Ghana. The different series correspond to different sources: the blue line denotes estimates using IMF Article IV reports, the orange line denotes estimates from the IMF Government Finance Statistics, the yellow line denotes data from IMF Country Reports, and the green line denotes estimates from the World Bank World Development Indicators.
Alternative measures of Tax revenue (% GDP), Ghana, 1980-2010 – Figure 2 in Prichard 201630
Considering the above data limitations, the ICTD developed the new Government Revenue Dataset, merging and prioritizing sources under a standard classification system. Prichard et al. (2014)31 provide a detailed account of the data limitations identified by the ICTD, and how they tried to address them in the new ICTD Government Revenue Dataset.
# Main Data Sources
# Historical cross-country series
# Flora et al. (1983)
- Data Source: Flora, Peter et al. 1983. State, Economy and Society in Western Europe, 1815-1975. Frankfurt: Campus Verlag
- Description of available measures: Tax revenues by source
- Time span: 1815-1975
- Geographical coverage: Western Europe
- Link: http://gpih.ucdavis.edu
# Piketty (2014)
- Data Source: Piketty, T. (2014). Capital in the 21st Century. Cambridge: Harvard University Press
- Description of available measures: Tax revenues (share of national income) and marginal tax rates
- Time span: Total tax revenues 1815-2008, Marginal Tax Rates 1900-2013
- Geographical coverage: Selected countries in Western Europe
- Link: http://piketty.pse.ens.fr/en/capital21c2
# Arroyo-Abad and Lindert (2016)
- Data Source: Arroyo Abad, L. and P. Lindert. “Fiscal Redistribution in the Americas since the Mid-Nineteenth Century” in Latin American Inequality in the Long Run, edited by L. Bertola and J. Williamson, forthcoming.
- Description of available measures: Tax revenues by source
- Time span: 1901-2013
- Geographical coverage: Selected countries in Latin America
- Link: http://gpih.ucdavis.edu
# Up-to-date cross-country series
- Data Source: OECD Revenue Statistics, OECD Latin American Tax Statistics
- Description of available measures: Taxes and other government revenues (share of GDP), as well as selected statutory tax rates and thresholds
- Time span: The longest series cover 1965-2014, but many countries have significantly shorter series
- Geographical coverage: OECD member countries and other selected countries from Africa, Asia and Latin America
- Link: http://stats.oecd.org/
# World Bank Data
- Data Source: World Development Indicators and IMF Government Finance Statistics
- Description of available measures: Taxes and other government revenues (in current local currency units, as share of GDP, and as share of government revenues)
- Time span: The longest series cover 1970-2014, but many countries have significantly shorter series
- Geographical coverage: Global by country
- Link: http://databank.worldbank.org/data
- Data Source: Economic Commission for Latin America and the Caribbean
- Description of available measures: Tax revenue by type of taxes (in current local currency units and as share of GDP), as well as selected statutory tax rates
- Time span: Most series cover 1990-2013, but some are shorter
- Geographical coverage: Latin America and the Caribbean
- Link: http://estadisticas.cepal.org
# ICTD Government Revenue Dataset
- Data Source: International Centre for Tax and Development, using data from OECD Revenue Statistics, OECD Latin American Tax Statistics, IMF Government Finance Statistics, IMF Article IV Staff Reports, and CEPALSTAT Revenue Statistics in Latin America
- Description of available measures: Taxes and other government revenues (share of GDP)
- Time span: Most series cover 1980-2013, but some are shorter
- Geographical coverage: Global by country
- Link: http://www.ictd.ac/datasets/the-ictd-government-revenue-dataset