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FRBSF ECONOMIC LETTER
2016-31

October 17, 2016

Consequences of Rising Income Inequality
BY

KEVIN J. LANSING AND AGNIESZKA MARKIEWICZ

The increase in U.S. income inequality since 1970 largely reflects gains made by households in
the top 20% of the income distribution. Estimates suggest that households outside this group
have suffered significant losses from foregone consumption, measured relative to a scenario
that holds inequality constant. A substantial mitigating factor for the losses has been the
dramatic rise in government redistributive transfers, which have doubled as a share of U.S.
output over the same period.

Income inequality in the United States has increased dramatically in recent decades. Most of the increase
can be traced to gains going to those near the top of the income distribution. As emphasized by Piketty
(2014, p. 297), from 1977 to 2007 three-fourths of the income growth in the U.S. economy went to the top
10% of households.
This Economic Letter summarizes the results of research by Lansing and Markiewicz (2016) that gauges
the welfare consequences—that is, the economic gains or losses for households—of this pattern of rising
U.S. income inequality. We use an economic model designed to exactly replicate the observed paths of
numerous U.S. macroeconomic variables from 1970 to 2014, focusing on shifts in the income distribution.
The welfare consequences of rising income inequality depend crucially on how it affects household
consumption. We compare consumption in the actual scenario with rising inequality and transfers to
consumption in a hypothetical alternative scenario in which inequality and transfers do not increase.
Specifically, the alternative scenario holds household income shares and government transfers relative to
output at their 1970 levels. The results indicate that the increase in income inequality since 1970 has
delivered large welfare gains to households in the top 20% of the income distribution. But for households
outside this group, the welfare losses relative to the alternative scenario appear to have been significant,
albeit substantially mitigated by the large increase in government redistributive transfers since 1970.
Analyzing other scenarios shows that a relatively modest boost in the historical growth rate of
redistributive transfers, accompanied by modestly higher average tax rates, could have achieved small but
equal welfare gains for households throughout the income distribution.
The rise in U.S. income inequality
Figure 1 shows the dramatic climb in the share of before-tax income (excluding capital gains) going to the
top 10% of U.S. households ranked by income. Their share increased from 32% in 1970 to 47% in 2014.
The corresponding income share for the top 20% of households rose from 43% in 1970 to 51% in 2014.
The faster rise of the top 10% share reflects the disproportionate gains of the highest earners.
Another way to track income is by source. Labor income includes wages and other types of employee
compensation. Capital income includes corporate profits, rental income, and net interest income. Figure 2

FRBSF Economic Letter 2016-31
shows that the share of total income
from capital sources increased from
35% in 1970 to 43% in 2014. During
this period, the top 20% of households
ranked by income owned more than
90% of total financial wealth (Wolff
2010). Given this highly skewed wealth
distribution, the increase in capital’s
share of income would be expected to
disproportionately benefit households
in the top 20% of the income
distribution. But as a mitigating factor,
Figure 2 also shows that government
transfer payments to individuals
approximately doubled, rising from
about 7% of GDP in 1970 to nearly 15%
in 2014. These transfer payments
primarily redistribute income through
various social programs, including
disability and unemployment
insurance, Medicare
and Medicaid, and food stamps. As
such, these transfers should
disproportionately benefit households
in the bottom 80% of the income
distribution.
Causes of rising inequality

October 17, 2016
Figure 1
U.S. before-tax income shares
Percent
52

Top 20%
income share

48
44
Top 10%
income share

40
36
32
28
1970

1980

1990

2000

2010

Source: Census Bureau (Table H-2), World Top Incomes database
(www.wid.world).

Figure 2
Capital’s share of income and government transfers
Percent
50
45

Capital's share of income

40
35
30
25

20
There are numerous theories about the
Government redistributive transfers
15
(percentage of GDP)
underlying causes of rising income
inequality (Dabla-Norris et al. 2015).
10
Theories involving “skill-biased
5
technological change” emphasize the
1970
1980
1990
2000
2010
relentless shift in the ways businesses
Note: Capital's share of income is measured as 1 minus the ratio of
employee compensation to gross value-added of the corporate
produce and distribute goods and
business sector.
services—a shift that raises the relative
Source: Bureau of Economic Anlaysis (NIPA Table 1.14), FRB St.
Louis FRED database.
demand and wages for highly skilled
and highly educated workers.
Alternative theories emphasize the forces of globalization and the expansion of the financial sector, which
have contributed to “off-shoring” of production and other investments designed to reduce labor costs.
Finally, theories based on institutional change emphasize the decline of labor unions and the rise of stock
option-based executive compensation that have contributed to an environment where earnings at the top
have been pushed well above historical norms (Piketty, Saez, and Stantcheva 2014).

2

FRBSF Economic Letter 2016-31

October 17, 2016

Modeling strategy
The Lansing-Markiewicz model includes two groups: capital owners, who represent the top 20% of the
income distribution, and workers, who represent the remainder. The top income group in the model owns
100% of the economy’s financial wealth—a setup that roughly approximates the highly skewed
distribution of U.S. financial wealth. Income inequality in the model rises due to technological shifts in
business production methods that favor capital owners. We model these shifts to exactly replicate the
observed changes over time in the top 20% income share (Figure 1) and capital’s share of income (Figure
2). The model allows for a progressive income tax system, meaning that higher income groups face higher
marginal tax rates. The model also accounts for redistributive government transfers and factors that drive
business cycle fluctuations. We compute the time paths of tax rates and business cycle factors so that the
model exactly replicates the paths of key macroeconomic variables, including government transfers, from
1970 to 2014.
The model allows us to split aggregate U.S. consumption expenditures into the implied consumption
paths for capital owners and workers. We compute the welfare gain or loss by comparing each group’s
consumption path to a hypothetical alternative scenario that holds income shares and redistributive
transfers at their 1970 levels.
Model simulations
Figure 3 plots simulated consumption paths for capital owners and workers from the model. The blue
lines in each panel show consumption paths with rising income inequality and transfers. The red lines
show the consumption paths in the alternative scenario with no rise in income inequality and transfers.
For projections beyond 2014, we assume that income shares and the ratio of transfers to output remain at
2014 levels, while the economy continues to grow at its trend rate.
For capital owners (panel A in Figure 3), much of the welfare gains derive from the post-2005 upward
shift in their actual consumption (blue line) relative to the alternative path (red line). This pattern can be
traced to the significant increase in capital’s share of income starting around the mid-2000s, as shown in
Figure 2. In the model, the increase in capital’s share of income is driven by a technological shift that

Figure 3
Consumption paths for capital owners and workers
A.

Capital owners’ consumption

B.

Logarithm of real consumption
2.2
Consumption with rising
inequality and transfers
2.0

Logarithm of real consumption
2.2

2014

2.0

1.8

1.8

1.6

1.6

1.4

1.4

1.2

0.8
1970

1980

1990

2000

Consumption with
rising inequality
and tranfers

1.0

2010

2020

0.8
1970

1980

Source: Lansing and Markiewicz (2016). All series are indexed to 1 in 1970.

3

2014

Hypothetical alternative
consumption with no rise
in inequality and tranfers

1.2

Hypothetical alternative
consumption with no rise
in inequality and tranfers

1.0

Worker consumption

1990

2000

2010

2020

FRBSF Economic Letter 2016-31

October 17, 2016

causes business production methods to make more use of capital rather than labor. This shift raises the
return to capital investment, and capital owners reap a large reward. In the long run, capital owner
consumption shifts up by more than 10% relative to the alternative scenario.
For workers (panel B in Figure 3), actual consumption (blue line) falls below the alternative path (red
line) for a substantial portion of the time from 1970 to 2014. But after 45 years, worker consumption is
only slightly below the alternative path. This is due mainly to the growth in redistributive transfers, which
help support worker consumption in the face of a shrinking income share.
Worker consumption eventually catches up to the alternative path around 2050 (not shown) and then
starts to surpass it. The catching-up effect is driven by capital owners investing more, which contributes
to more production and more output per worker, eventually resulting in a higher wage for workers. In the
long run, worker consumption shifts up by about 1% relative to the alternative scenario.
One way to assess the welfare consequences of rising inequality is to ask how much a household living in
the alternative scenario would need to be compensated to be indifferent about living in the actual
scenario. For this calculation we adopt the perspective of a household in the year 1970. The household
views gains or losses in the near term as more important than those in the distant future. If the household
would need to be paid some amount more than zero, then this household would be better off living in the
economy with rising inequality and transfers. But if the required compensation is negative, then the
household would be willing to pay to avoid living in the economy with rising inequality and transfers.
For each capital owner household, the compensation needed to make them indifferent is 3% of their
annual consumption every year in perpetuity. This figure implies a large welfare gain from living in the
economy with rising inequality and transfers. By contrast, each worker household would be willing to give
up 1% of their annual consumption every year in perpetuity to avoid living in the economy with rising
inequality and transfers. There are four workers for every capital owner in the model. To put these
numbers in perspective, 1% of U.S. nominal consumption per person in the year 2014 equaled $372.
Importance of redistributive transfers
If the ratio of transfers to output were held at the 1970 level but income inequality continued to rise as
before, then the welfare loss for workers would be magnified by a factor of nine. In other words, workers
would now be willing to give up 9% of their annual consumption every year in perpetuity to avoid living in
the economy with rising inequality. This result shows that the historical pattern of U.S. transfer payments
has done much to mitigate the negative impacts of rising income inequality for households outside the top
income group.
We can also use the model to determine how transfers would have needed to grow to deliver equal welfare
gains to workers and capital owners over the simulation period. According to the model, the ratio of
transfers to output would have needed to increase faster, reaching 19% by 2014 versus the actual value of
15% in the data. In this case, the welfare gain for both groups turns out to be very small, amounting to
only 0.12% of their annual consumption every year in perpetuity. This is due to the need for higher tax
rates to finance the faster transfer growth. But these higher tax rates would still be near the low end of the
range of average tax rates among OECD countries (Piketty and Saez 2013).

4

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FRBSF Economic Letter 2016-31

October 17, 2016

Conclusion
The increase in U.S. income inequality over the past half-century can be traced to gains made by those
near the top of the income distribution—where financial wealth and corporate stock ownership is
highly concentrated. The economic and political implications of this pattern of rising inequality have
garnered substantial attention among researchers and policymakers.
According to our analysis, the increase in income inequality since 1970 has generated large welfare
gains for households in the top 20% of the income distribution and significant welfare losses for those
in the bottom 80%, measured relative to a scenario that holds inequality constant. Alternative
simulations imply that a relatively modest boost in the historical growth rate of government
redistributive transfers, accompanied by modestly higher average tax rates, could have achieved small
but equal welfare gains for all households. Overall, our results suggest that there is room for policy
actions that could offset the negative consequences of rising income inequality.
Kevin J. Lansing is a research advisor in the Economic Research Department of the Federal Reserve
Bank of San Francisco.
Agnieszka Markiewicz is an assistant professor at Erasmus University, Rotterdam.
References
Dabla-Norris, Era, Kalpana Kochhar, Nujin Suphaphiphat, Frantisek Ricka, and Evridiki Tsounta. 2015. “Causes
and Consequences of Income Inequality: A Global Perspective.” International Monetary Fund Staff
Discussion Note 15/13 (June). https://www.imf.org/external/pubs/ft/sdn/2015/sdn1513.pdf
Lansing, Kevin J., and Agnieszka Markiewicz. 2016. “Top Incomes, Rising Inequality, and Welfare.” Economic
Journal, forthcoming. http://onlinelibrary.wiley.com/doi/10.1111/ecoj.12411/epdf (Also available as FRB
San Francisco Working Paper 2012-23, http://www.frbsf.org/economic-research/files/wp12-23bk.pdf).
Piketty, Thomas. 2014. Capital in the Twenty-First Century. Cambridge, MA: Harvard University Press.
Piketty, Thomas, and Emanuel Saez. 2013. “Optimal Labor Income Taxation.” In Handbook of Public
Economics, volume 5, eds. A.J. Auerbach, R. Chetty, M. Feldstein, and E. Saez. Amsterdam: Elsevier, pp.
391–474. http://www.sciencedirect.com/science/handbooks/15734420
Piketty, Thomas, Emanuel Saez, and Stefanie Stantcheva. 2014. “Optimal Taxation of Top Labor Incomes: A Tale
of Three Elasticities.” American Economic Journal: Economic Policy 6(1), pp. 230–271.
https://www.aeaweb.org/articles?id=10.1257/pol.6.1.230
Wolff, Edward N. 2010. “Recent Trends in Household Wealth in the United States: Rising Debt and the MiddleClass Squeeze—An Update to 2007.” Levy Economics Institute Working Paper 589.
http://www.levyinstitute.org/pubs/wp_589.pdf

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Fernald

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