The World Top Incomes Database
The WTID is a collective project (Alvaredo and others, 2012). Beginning with the research by Piketty (2001, 2003) of the long-run distribution of top incomes in France, a succession of studies has constructed top income share time series over the long run for more than 20 countries to date. These works have generated a large volume of data, which are intended as a research resource for further analysis. This is by far the largest historical inequality data set available so far.
The WTID aims to providing convenient online access to all the existent series (see topincomes.parisschoolofeconomics.eu). This is an ongoing endeavor, and we will progressively update the base with new observations, as authors extend the series forwards and backwards. The first 22 country-studies have been included in two volumes (Atkinson and Piketty, 2007, 2010). As the map below shows, around 45 further countries are currently under study. Although the present paper chooses to focus on the findings obtained for developed countries (and particularly for the United States), the database aims to include a growing number of emerging economies.
The basic methodology used in the WTID follows the pioneering work of Kuznets (1953). That is, we use income tax data to compute top income series, and national accounts to compute aggregate income. The key advantage of these data sources is that they are available on a long run, annual basis for a large number of countries. In addition, administrative tax data are generally of higher quality than household survey data, which often suffer from severe sampling and self-reporting biases. This is particularly problematic at the top of the distribution, which is unfortunate, given the large share of aggregate income going to the top decile, and given that this is where a lot of the action has been taking place in historical evolutions. However, there are limitations with our approach, in particular, owing to the exclusion of tax-exempt income (either tax-exempt capital income or transfer income), as we shall see below.
The Rise in Top Income Shares
We start by presenting the updated version of what is probably the most spectacular result coming from the WTID, namely, the very pronounced U-shaped evolution of top income shares in the United States over the past century (Piketty and Saez, 2003), series updated to 2010). The share of total market income going to the top decile was as large as 50 percent at the eve of the 1929 Great Depression, fell sharply during the 1930s and—most importantly—during World War II, and stabilized below 35 percent between the 1940s and the 1970s. It then rose gradually since the late 1970s to the early 1980s, and is now close to 50 percent once again (see Figure 1(a)).
Several remarks are in order. First, the interesting new finding here is that the Great Recession of 2008–09 seems unlikely to reverse the long-run trend.Footnote 1 There was a sharp fall in the top decile share in 2008–09, but it was followed by a strong rebound in 2010. We do not have full income tax return data for 2011–12 yet, but all the preliminary tax tabulations that we have—as well as external evidence regarding corporate profits or financial bonuses—suggest that the rebound might be continuing in 2011–12. This would be consistent with the experience of the previous economic downturn. That is, top income shares fell in 2001–02, but quickly recovered and returned to the previous trend in 2003–07.
Another piece of evidence that is consistent with this interpretation is given by Figure 1(b). If we take away capital gains—unsurprisingly the most cyclical component of income—one can see that the upward trend has continued since 2007. This strongly suggests that the Great Recession will only depress top income shares temporarily and will not undo any of the marked increase in top income shares that has taken place since the 1970s. Indeed, excluding realized capital gains, the top decile share in 2010 is equal to 46.3 percent, higher than in 2007.
Next, it is worth stressing that the orders of magnitude are truly enormous. More that 15 percent of US national income was shifted from the bottom 90 percent to the top 10 percent in the United States over the past 30 years. In effect, the top 1 percent alone has absorbed almost 60 percent of aggregate US income growth between 1976 and 2007 (see Figure 1(c) and Tables 1, 2). The fact that so much action has been taking place at the level of the top 1 percent, and relatively little at the level of the next 9 percent, is probably the most staggering evolution.
Table 1 Thresholds and Average Incomes in Top Income Groups in the United States in 2010 Table 2 Top Percentile Share and Average Income Growth in the United States These results illustrate why it is critical to use administrative tax data to study trends in income distribution. With standard surveys based on limited sample size and self-reported income (such as the Current population survey or the surveys used in the Luxembourg Income Study and standard international inequality data sets), one can measure adequately the evolution of the 90:10 threshold ratio—but one cannot measure properly incomes above the 90th percentile, and therefore one largely misses the magnitude of the trend that has been going on.Footnote 2
Next, it is striking to see that a similar—although smaller—trend has been going on in the United Kingdom and in Canada, but not in Continental Europe and Japan, where the long pattern of income inequality is much closer to an L-shaped than to a U-shaped curve (see Figure 2(a)–(c)).
It is particularly striking to compare the evolution of the top decile share in the United States, the United Kingdom, Germany, and France over the past century (see Figure 3). The United States seems to be heading back toward 50 percent of total income going to the top decile, the United Kingdom seems to be following this trend, whereas Germany and France appear to be relatively stable around or below 35 percent—not too much above the low levels observed in the 1970s–80s, and very close to those prevailing in the 1950s–60s. To us, the fact that countries with similar technological and productivity evolutions have gone through such different patterns of income inequality—especially at the very top—supports the view that institutional and policy differences may have played a key role in these transformations. Purely technological stories based solely on supply and demand of skills seem not to be sufficient to explain such diverging patterns. Changes in tax policies—which indeed vary a lot across countries—look like a more promising candidate. We return to this below when we discuss optimal tax policies.
Another interesting lesson emerging from our historical perspective is the comparison between the Great Depression and the Great Recession. Downturns do not seem to have long-run effects on inequality, even when they are very large. The reason why the Great Depression was followed by huge inequality decline is not the depression, but rather the large political shocks and policy responses—in particular the tremendous changes in institutions and tax policies—which took place in the 1930s–40s. The Great Recession is likely to have a large long-run impact only if it is followed by significant policy changes.
Changes in the Composition of Top Incomes
Finally, the composition of top incomes has changed between 1929 and 2007. In both years, the share of wage income declines and the share of capital income rises as one moves up within the top decile and the top percentile of the income distribution. However, in 2007, one needs to enter into the top 0.1 percent for capital income to dominate wage income, whereas in 1929 it was sufficient to enter the top 1 percent (see Figure 4(a)–(b)). Also note that the composition of capital income itself has changed markedly—it is today largely made up of capital gains. If one takes away capital gains, then wage income now dominates capital income at the very top (see Figure 4(c)–(d)).
One should be cautious, however, about the tax reporting rate (that is, the ratio between fiscal income, as reported in tax returns, and full economic income, as estimated by national accounts) that is today much lower for capital income than for wage income (see Table 3). If we were to correct for this downward trend in the capital income tax reporting rate, which we did not do in our published series so far, then the US level of top income shares today would probably be significantly higher than in 1929, and the composition would look closer. This would follow mechanically from the fact that capital ownership—and hence capital income—is much more strongly concentrated than labor income. In the United States, the top decile of the wealth distribution currently owns over 70 percent of aggregate wealth (according to the Survey of Consumer Finances, which understates the importance of top wealth holders; see Kennickell, 2009). In contrast, the top decile of the income distribution receives less than 50 percent of aggregate income. However, one difficulty is that we do not know whether the reporting rate is the same at all levels of capital income. In case low and middle wealth holders have a lower reporting rate (for example, owing to the fact that a larger fraction of their wealth takes the form of tax-free saving accounts), then this force might push in the opposite direction. This is an important limitation of our series that also applies to other countries (the share of tax-exempt capital income has increased pretty much everywhere during the past decades), and which should be kept in mind.Footnote 3 Another related limitation is that we did not attempt so far to include estimates for capital incomes originating from assets located in tax havens (which are typically not well recorded in resident countries, and which have grown considerably in recent decades; see Zucman, 2013). Presumably this is particularly important for very top capital incomes.
Table 3 Are Top Incomes Properly Reported in Tax Returns? Another important limitation is that our series do not take into account tax-exempt transfer income. That is, all top income shares series presented in the WTID relate to pretax market income. Given the rise of transfers since the 1970s, this is likely to affect the trends. Ideally, one would like to extend our series in order to take into account all forms of missing incomes, that is, both missing capital income (this would tend to raise top income shares) and missing transfer income (this would tend to reduce top income shares). It is unclear which effect would dominate. Also there are difficult issues related to the measurement of transfer incomes. For example, in the United States, a big part of the rise of transfers took the form of in-kind transfers, especially through Medicaid/Medicare soaring costs (with unclear value added for those exploding costs). In any case, the main—and robust—lesson from our US series is that bottom 99 percent cash market incomes have grown at a much smaller rate than aggregate per capita GDP since the 1970s, owing to the large rise in income concentration.