File 025763
Standard & Poor's Economic Research on Income Inequality and U.S. Economic Growth (File 025763)
A Standard & Poor's economic research report analyzing how increasing income inequality is dampening U.S. economic growth and examining potential policy solutions to address the wealth gap.
Summary
This Standard & Poor's economic research document examines the relationship between income inequality and U.S. economic growth, concluding that extreme inequality levels are harming long-term GDP growth. The report presents data showing the U.S. income ratio between richest and poorest (14-to-1) significantly exceeds OECD averages, with income concentration reaching levels not seen since 1928. It proposes that increasing educational attainment by one year could add $525 billion (2.4%) to GDP over five years, while warning that extreme policy measures on either side of the inequality debate could backfire and stunt economic growth.
Economic Research:How Increasing Income Inequality IsDampening U.S. Economic Growth,And Possible Ways To Change TheTideCredit Market Services:Beth Ann Bovino, U.S. Chief Economist, New York (1) 212-438-1652;bethann.bovino@standardandpoors.comSecondary Contact:Gabriel J Petek, CFA, San Francisco (1) 415-371-5042; gabriel.petek@standardandpoors.comResearch Contributor:John B Chambers, CFA, New York (1) 212-438-7344; john.chambers@standardandpoors.comTable Of ContentsIs Income Inequality Increasing?When Ends Don't MeetNot Just The Fruits Of Our LaborThe Impact Of Government PolicyUndereducated Workers: Both Today's And Tomorrow'sCatching Up With The JonesesSecular StagnationNot Just A Problem For The PoorStriking A Palatable BalanceWWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 11351366 | 302136118Table Of Contents (cont.)Glossary Of Relevant TermsEndnotesWWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 21351366 | 302136118Economic Research:How Increasing Income Inequality Is DampeningU.S. Economic Growth, And Possible Ways ToChange The TideThe topic of income inequality and its effects has been the subject of countless analysis stretching back generationsand crossing geopolitical boundaries. Despite the tendency to speak about this issue in moral terms, the centralquestions are economic ones: Would the U.S. economy be better off with a narrower income gap? And, if an unequaldistribution of income hinders growth, which solutions could do more harm than good, and which could make theeconomic pie bigger for all?Given the decades--indeed, centuries--of debate on this subject, it comes as no surprise that the answers are complex.A degree of inequality is to be expected in any market economy. It can keep the economy functioning effectively,incentivizing investment and expansion--but too much inequality can undermine growth.Higher levels of income inequality increase political pressures, discouraging trade, investment, and hiring. Keynes firstshowed that income inequality can lead affluent households (Americans included) to increase savings and decreaseconsumption (1), while those with less means increase consumer borrowing to sustain consumption…until thoseoptions run out. When these imbalances can no longer be sustained, we see a boom/bust cycle such as the one thatculminated in the Great Recession (2).Aside from the extreme economic swings, such income imbalances tend to dampen social mobility and produce aless-educated workforce that can't compete in a changing global economy. This diminishes future income prospectsand potential long-term growth, becoming entrenched as political repercussions extend the problems.Alternatively, if we added another year of education to the American workforce from 2014 to 2019, in line witheducation levels increasing at the rate of educational achievement seen from 1960 to 1965, U.S. potential GDP wouldlikely be $525 billion, or 2.4% higher in five years, than in the baseline. If education levels were increasing at the ratethey were 15 years ago, the level of potential GDP would be 1%, or $185 billion higher in five years.Our review of the data, as well as a wealth of research on this matter, leads us to conclude that the current level ofincome inequality in the U.S. is dampening GDP growth, at a time when the world's biggest economy is struggling torecover from the Great Recession and the government is in need of funds to support an aging population.WWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 31351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The TideOverview• At extreme levels, income inequality can harm sustained economic growth over long periods. The U.S. isapproaching that threshold.• Standard & Poor's sees extreme income inequality as a drag on long-run economic growth. We've reduced our10-year U.S. growth forecast to a 2.5% rate. We expected 2.8% five years ago.• With wages of a college graduate double that of a high school graduate, increasing educational attainment isan effective way to bring income inequality back to healthy levels.• It also helps the U.S economy. Over the next five years, if the American workforce completed just one moreyear of school, the resulting productivity gains could add about $525 billion, or 2.4%, to the level of GDP,relative to the baseline.• A cautious approach to reducing inequality would benefit the economy, but extreme policy measures couldbackfire.We see a narrowing of the current income gap as beneficial to the economy. In addition to strengthening the quality ofeconomic expansions, bringing levels of income inequality under control would improve U.S. economic resilience inthe face of potential risks to growth. From a consumer perspective, benefits would extend across income levels,boosting purchasing power among those in the middle and lower levels of the pay scale--while the richest Americanswould enjoy increased spending power in a sustained economic expansion. Policymakers should take care, however,to avoid policies and practices that are either too heavy handed or foster an unchecked widening of the wealth gap.Extreme approaches on either side would stunt GDP growth and lead to shorter, more fragile expansionary periods.Is Income Inequality Increasing?Several institutions, including the Organisation for Economic Co-operation and Development (OECD), theCongressional Budget Office (CBO), and the International Monetary Fund (IMF), have published studies showing thatincome inequality has been increasing for the past several decades (3). According to a 2011 review by the OECD, theaverage income of the richest 10% of the population is nine times that of the poorest 10%--in other words, a ratio of9-to-1. The U.S. ratio is much higher, at 14-to-1 (4). The U.S. Gini coefficient, after taxes, has increased by more than20% from 1979--to 0.434 in 2010 (see chart 1).WWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 41351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The TideChart 1Although a 2011 CBO report demonstrated that real net average U.S. household income grew 62% from 1979-2007,household income growth was much more rapid at the higher end of the income scale than at the middle and lowerend. Revisiting the issue in 2013, the CBO showed that after-tax average income soared 15.1% for the top 1% from2009 to 2010--but grew by less than 1% for the bottom 90% over the same time period, and fell for many incomegroups (5). Additionally, although the Census Bureau estimates that real mean household income increased 0.2% in2011 and 2012, it declined for all groups other than those in the top fifth of earners (6).This concentration of household income follows a long period in which income concentration remained relatively flat.Using U.S. tax returns, economists Thomas Piketty and Emmanuel Saez found that income concentration droppeddramatically following both World Wars and was roughly unchanged for the next few decades (7). It started climbingagain in 1975, reaching pre-World War I levels by 2000--and Saez later observed that U.S. income inequality has nowreached levels not seen since 1928 (8). In both cases, a similar pattern was in evidence--a boom in the financial sector,over-leveraged lower-income households, a massive, systemic financial crash--and the two worst economic slumps inU.S. history, the Great Depression and Great Recession, followed.WWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 51351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The TideWhen Ends Don't MeetA few factors help explain the concentration within so-called "market income," which consists of labor income (wagesand salaries, plus employer-paid benefits), capital income (excluding capital gains), business income, capital gains, andother income--all before government taxes and transfers (see Glossary for full definition).The first reason is relatively simple: All these sources of income are less evenly distributed now than a few decadesago. In 1979, the bottom four-fifths of the income spectrum earned nearly 60% of total labor income, about 33% ofincome from capital and business, and about 8% from capital gains. By 2007, the bottom four-fifths share of laborincome had dropped to less than 50%, income from capital and business had decreased to 20%, and capital gains fellto about 5%. In other words, all sources of income were less evenly distributed in 2007 than in 1979 (9).Some point to the "superstar status" effect, with professional athletes and movie actors enjoying astronomicalincreases in earnings in the past few decades, helped by technological innovation that broadened their reach acrossglobal markets and a "winner take all" phenomenon.Another "superstar" is the "super managers." Piketty argues that the "primary reason for increased income inequality inrecent decades is the rise of the super managers in both the financial and nonfinancial sectors," finding that about 70%of the increase in income going to the top 0.1% from 1979 to 2005 came from increasing pay for those professionals(10). Other studies show that, since the 1990s, deregulation, corporate governance, and a greater reliance on equityoptions in executive compensation contributed to the compensation gap (11).Another explanation of market income concentration is technological innovation. This phenomenon boosted the valueof high-skill workers, enhancing their productivity and growth, while rendering some low-skill workers superfluous. Asautomation and production efficiencies have reduced the need for labor in mid-level professional or service jobs,wages have fallen, and occupations requiring a college degree typically offer double the salary of those requiring a highschool diploma or less.Other arguments suggest international trade and increased immigration--as well as the decrease in unionization--mayalso dampen wages of domestic workers. However, research on the trade effect has been inconclusive, while theimpact from increased immigration on domestic wages has been modest (see "Adding Skilled Labor To America'sMelting Pot Would Heat Up U.S. Economic Growth," published March 19, 2014, on RatingsDirect) (12). Meanwhile,some research has shown that the sharp decline in the unionization in the country, especially in the 1980s, has had asmall but measurable impact on the overall increase in inequality for men over the last few decades (13).The juxtaposition of slow or stagnant federal minimum wage growth and soaring compensation at the higher end ofthe labor income scale is another factor to consider. The minimum wage, which has held at $7.25 an hour since July2009, has suffered a decline in purchasing power for almost half a century--peaking in 1968, when it was at $1.60, orjust shy of $11 in today's money.WWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 61351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The TideNot Just The Fruits Of Our LaborThough the share of income from labor and capital, excluding capital gains, has decreased, the share coming fromcapital gains and business income has increased over time. In particular, inherited wealth has increased since theWorld Wars and the Great Depression, as Thomas Piketty has shown (14), and with it the earnings from that wealth.This trend is important because labor income tends to be distributed across income levels more evenly than capitalgains--so a shift in income composition can significantly affect inequality.While labor income accounted for nearly three-fourths of market income from 1979-2007, that figure had dropped totwo-thirds by 2007. Capital income (excluding capital gains) is the next largest source, but even at its 1981 peak, itrepresented only 14% of market income before falling to about 10% of total income in 2007. Conversely, income fromcapital gains rose, doubling to approximately 8% of market income in 2007 from about 4% in 1979. Business incomeand income from other sources (primarily private pensions) each accounted for about 7% of total income in 2007, upfrom about 4% each.In addition, capital income has become increasingly concentrated since the early 1990s--and, despite declines in 2001and 2002, concentration spiked from 2003 through 2007, with more than 80% of the capital gains realized by the top5% of earners going to the top 1% alone (15). Capital gains also have become increasingly concentrated and are tiedwith business income as the most concentrated income source.The Impact Of Government PolicyGovernment policies on taxation and government transfers, such as Social Security and Medicare, have done little toreduce income inequality--and may have contributed to a further widening of the gap.Because government transfers and federal taxes are progressive, the distribution of net household income (aftertransfers and federal taxes) is more evenly balanced than the distribution of market income. That said, at the federallevel, the equalizing effect of transfers and taxes on household income was smaller in 2007 than it had been in 1979.The CBO estimates that the dispersion of market income grew by about one-quarter from 1979-2007, but thedispersion of after-tax income grew by about one-third (16). The distribution of after-tax income in 2010 becameslightly more even among different groups than before-tax income, though the dispersion of after-tax income in 2010remained wider than in 1979 (see chart 2) (17).WWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 71351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The TideChart 2While the size of transfer payments rose by a small amount from 1979-2010, the distribution of transfers shifted awayfrom households in the lower part of the income scale. The bottom 20% of households received only 36% of transferpayments in 2010, after receiving 54% in 1979 (18). This was largely because of the growth in spending on programsfor the elderly (such as Social Security and Medicare), and benefits of these programs aren't limited to low-incomehouseholds. Benefits for other programs that largely benefit the poor were also reduced (19). In addition, taxexpenditures mostly benefit the affluent: Tax credits and tax deductions benefit those more at higher tax rates.Changes in federal government tax policy have also exacerbated income inequality in recent decades (20). Accordingto the CBO, the average rate for each income group in 2012 was below the rate that prevailed for that group in the1990s and most of the 2000s even with the increases in average federal tax rates in 2010 (21). Indeed, the federalincome tax rate for the top income earners fell to 35% in 2012 from 70% in 1979, while the government didn't reducethe payroll tax rate until the temporary Payroll Tax Holiday of 2010 (22). Keep in mind that the payroll tax that fundsSocial Security is levied on pay below a certain threshold ($117,000 this year). In practice, this means that thoseearning less than the cap pay a higher rate of Social Security tax than those who earn more than the cap. So, thecomposition of federal revenues has shifted away from progressive income taxes to less-progressive payroll taxes, andincome taxes have become slightly more concentrated at the higher end of the income scale.WWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 81351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The TideIncreasing income inequality also poses a risk to certain states' finances, given the correlation between incomeinequality and revenue volatility in the slow growth after the Great Recession. According to Gabriel Petek, creditanalyst at Standard & Poor's, the volatility of tax revenue seems to be increasing despite the states' less-progressive taxstructures--suggesting that income inequality as a macroeconomic issue can translate to credit implications for states.Undereducated Workers: Both Today's And Tomorrow'sTechnological achievement has saved us time and reconfigured our daily routines, allowing us to focus on our ownskills and boosting productivity and growth. These advances are naturally disruptive in the beginning as workersadjust; that disruption becomes alarming when people don't have the means to adapt, making a lasting impact oncareer development.Although the U.S. has been fairly quick to adapt in the past, today's workers have been left behind by technologicalchange. Indeed, while recent advances now require many workers to have graduated from college, the supply ofcollege-educated workers hasn't kept up with demand--and even the fraction of high school graduates has stoppedclimbing.This education gap is a main reason for the growing income divide, and it affects both wages and net worth. From awage perspective, occupations that typically require postsecondary education generally paid much higher medianwages ($57,770 in 2012)--more than double those occupations that typically require a high school diploma or less($27,670 in 2012). Further, those with a bachelor's degree had a median net worth value nearly twice that of peoplewith a high-school diploma in 1998--climbing to almost 3.5 times greater by 2010 (see chart 3) (23). This difference iseven greater higher up the educational ladder.WWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 91351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The TideChart 3Harvard professors Claudia Goldin and Lawrence Katz argue that, rather than technology picking up speed, thereduced supply of educated workers is the key factor explaining the education gap, finding that between 1980 and2005 the pace of the increase in educational attainment slowed dramatically. In 1980, Americans age 30 years or olderhad 4.7 years more schooling on average than Americans in 1930--but Americans in 2005 had only 0.8 years moreschooling on average than Americans in 1980 (24). Based on this data, it would appear the problem isn't thattechnology has leaped ahead--rather, the supply of educated workers has stalled.The impact of income inequality on future generations of qualified workers is particularly disconcerting. MichaelGreenstone, Adam Looney, Jeremy Patashnik, and Muxin Yu (Hamilton Project-Brookings) examined the effect thatthe income divide in the U.S. could have on the future upward mobility of the country's children (25). They found thatinvestments in education and skills, traits that increasingly decide job market success, are becoming more stratified byfamily income, threatening the earning potential of the youngest Americans.These researchers note that, although cognitive tests of ability show little difference between children of high- andlow-income parents in the first years of their lives, "large and persistent" differences start to appear before kindergartenand widen throughout high school (26). Indeed, researchers have found that the gap in test results of children fromfamilies at the 90th income percentile versus children of families at the 10th percentile has grown by about 40% overWWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 101351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The Tidethe past 30 years (27).Not surprisingly, these differences persist into college and beyond. While there is a 45% chance that a child born into apoor family will remain there as an adult, chances of staying poor drops to 16% if that child finishes college (see chart4). A child born into the bottom 20% will only have a 5% chance of reaching the top 20% of income earners as adults.But that increases to 19% if they earn a college degree.Chart 4However, college graduation rates have stagnated for low-income students, in sharp contrast with strong gains forwealthy students. While college graduation rates increased by about 4 percentage points between those born in theearly 1960s and those born in the early 1980s for the poorest households, the graduation rate for the wealthiesthouseholds increased by almost 20 percentage points over the same period (28). These trends likely feed into theincome potential for kids as they grew older, with children of well-off families much more likely to stay well-off and thechildren of poor families disproportionately likely to remain poor.Given that education--particularly a college degree--is so important in a jobs market that increasingly demands a moreeducated workforce, these trends are disturbing. The findings suggest that last generation's inequalities will extend intothe next generation, with diminished opportunities for upward social mobility. Moreover, the U.S. is losing theWWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 111351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The Tidepotential addition to growth of a worker who has reached his or her full potential.The pace of U.S. education is also falling behind its peers (see chart 5). Approximately 43% of Americans aged 25-34had a college degree in 2011, compared with more than half of people the same age in Canada, Japan, and Korea.Moreover, the proportion of degree holders among Americans aged 25-34 is virtually the same as that among those55-64, meaning that graduation rates haven't changed much--a sharp contrast with the OECD average and a number ofother countries, where graduation rates have increased significantly. As today's U.S. educational attainment slipsbehind other countries, the U.S.' ability to remain economically competitive in the international market is threatened.Chart 5What if, instead, we broke that cycle? What if the supply of educated workers picked up its pace, and, more or less,kept up with technological changes? The U.S. has been no stranger to this in the past. In the early part of this century,technological advancements were accompanied by an education boom (29). What would be the impact to theeconomy and to people's pocketbooks if the U.S. workforce's pace of education were to reach rates of education seen50 years ago? That was when the American workforce gained a year of education from 1960 to 1965, which is a bitstronger than the period from 1950 to 1980, where they gained an average of about eight months of education everyfive years (30). In this scenario, the U.S. would add another year of education to the American workforce. U.S.potential GDP would likely be $525 billion, or 2.4% higher in five years than in the baseline (see chart 6). If educationWWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 121351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The Tidelevels were increasing at the rate they were 15 years ago, the level of potential GDP would be 1%, or $185 billionhigher in five years. A more educated workforce would benefit from higher wages. While the increased supply ofpeople with advanced degrees may initially slow wage gains for jobs requiring an advanced degree, a strongereconomy would help support higher incomes for all and help government budgets.Chart 6Historically, data at the state level support these results. States with a well-educated workforce are high-wage states. Aclear and strong correlation exists between the educational attainment of a state's workforce and median wages in thestate, with more educated individuals more likely to participate in the job market and earn more, and less likely to beunemployed (31). The unemployment rate for people 25 years old and older with a college degree was 3.3% in June2014, which is one-third of the unemployment rate of those with less than a high school degree.Education is an investment in the health and livelihood of future generations, with greater parent education positivelycorrelated to a child's health, cognitive abilities, academic achievement, and future economic opportunities. Educationnot only benefits workers today, but also children tomorrow.With evidence indicating that a well-educated U.S. workforce is not just good for today's workers and their children butalso for the economy's potential long-term growth rate and government balance sheets, what do we need to do to getWWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 131351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The Tidethere? This will likely require some investment in the human capital of the U.S. workforce, today and tomorrow. Butstudies have indicated that the benefits greatly outweigh the costs. Researchers estimate that, depending on the exactprogram, $1,000 in college aid results in a 3- to 6-percentage-point increase in college enrollment, with the total cost inaid averaging $20,000 to $30,000 to send one student to college (32). Given a college graduate is expected to earnabout $30,000 more per year than a high school graduate over the course of their life, the benefits outweigh the costs.It also this means more tax revenue from higher income than otherwise would have been the case.Other new low-cost interventions, like simpler financial aid applications, more outreach about financial aid options thatare available to students from low-income households, as well as offering college mentors to students, could help sendmore kids to school and encourage them to stay once they get there (33). Indeed, while the sticker price of a collegedegree is high, according to the College Board in 2012, the actual price paid after financial aid is often lower. That maybe enough to encourage more low-income families to enroll.While most agree that increasing college graduation rates would be a boon for economic growth, what abouteducation before college? Goldin and Katz argue that the U.S. had "pioneered" free and accessible elementaryeducation for most of its citizens and extended its lead into high school education when other countries wereintroducing mass elementary school education (34). After World War II, U.S. universities were known to be the best inthe world. But by the early 1970s, Golden and Katz note that high school graduation rates plateaued and have beenrelatively flat for more than three decades, and college graduation rates slid backwards. That educational slowdown islikely the most important reason for increased education wage differentials since 1980 and is a major contributor toincome inequality today.Even if the U.S. government offers financial aid for college, many high school graduates aren't prepared for the rigorsof university education. The 2003 Program for International Assessment (PISA), for one, showed U.S. 15-year-olds tobe substantially below the OECD average in mathematics literacy, problem solving, and scientific literacy (35).Increasing aptitude in early education has been discussed in a number of studies. Most point to increasing the qualityof K-12 education to improve high school graduation rates and postsecondary education (36). Some have argued thatinadequate investments by states and local governments in education have weakened the ability of a state to develop,grow, and attract businesses that offer high-skilled, high-wage jobs (37). The Brookings Institution has found that ahigh-quality universal preschool program, costing about $59 billion, could add $2 trillion in annual U.S. GDP by 2080.This additional growth would generate enough federal revenue to easily cover its costs several times over (38).However, the authors note that it is difficult to win support for a short-term investment, like preschool programs, giventhe long-term nature of its benefits to the economy.Catching Up With The JonesesAs income inequality increased before the crisis, less affluent households took on more and more debt to keep up--or,in this case, catch up--with the Joneses, first by purchasing a new home. Further, when home prices climbed, thesehouseholds were willing to borrow against their newfound equity--and financial institutions were increasingly willing tohelp them do so, despite slow income growth. A number of economists have pointed to ways in which this trend mayWWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 141351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The Tidehave harmed the U.S. economy.Professor of Public Policy at U.S. Berkeley Robert Reich argues that increased inequality has reduced overall aggregatedemand. He observes that high-income households have a lower marginal propensity to consume (MPC) out ofincome than other households, and they're currently holding a bigger slice of the economic pie. Research byeconomists Atif Mian, Kamalesh Rao, and Amir Sufi backed that up, finding the MPC for households with an averageannual income of less than $35,000 to be three times larger than the MPC for households with average income over$200,000 (39). Mian and Sufi also found that, as home values increased between 2002 and 2006, low-incomehouseholds very aggressively borrowed and spent (possibly borrowing on increased home equity)--while high-incomehouseholds were less responsive. Unsurprisingly, when housing wealth declined, the cutback on spending forlow-income households was twice as large as that for rich households (40).Mian and Sufi further used ZIP codes to locate areas with disproportionately large numbers of subprime borrowers(those with low incomes and credit ratings) and found that these ZIP codes experienced growth in borrowing between2002 and 2005 that was more than twice as high as in ZIP codes with wealthy "prime" borrowers (41). They also foundthat ZIP codes with lower income growth received more mortgage loans during that time period, supporting the notionthat government policy targeting low-income groups increased lending to the less well-off. After 2006, the subprimeZIP codes experienced an increase in default rates three times that of prime ZIP codes.Raghuram Rajan claims that, while high-income individuals saved, low-income individuals borrowed beyond theirmeans in order to sustain their consumption, and that this overleveraging, as a result of increased inequality, was asignificant cause of the financial crisis in 2008 (42). An IMF paper by Michael Kumhof and Romain Ranciere alsodetails the mechanisms that may have linked income distribution and financial excess and have suggested that thesesame factors were likely at play in both the Great Depression and Great Recession (43).Unfortunately, coming back from the Great Recession appears to be taking longer than many had hoped. With apostrecession annual growth rate of 2.2%, our recovery is not even half the historical average annual growth of 4.6%for other recoveries going back to 1959. This is not a complete surprise, given that financial crises are often followedby prolonged recessions and a long bout of subpar growth--thanks in part to the deleveraging that comes as people tryto repair their finances.Indeed, during the recession, the consumption-to-income ratio of the bottom 95% of earners fell sharply, as banks andother lenders imposed tighter borrowing constraints, according to a study by Barry Z. Cynamon and Stephen M.Fazzari (44). Though the consumption-to-income ratio of the top 5% rose, this increase was not enough to offsetinadequate demand coming from the bottom 95%. That makes sense. Between 2007 and 2010, the average U.S.household lost 39.6%, or about 18 years' worth, of their net wealth in the three years when the recession started in2007 to the early recovery in 2010. The middle class lost over 40% of their wealth in just three years, while the top10% of income earners actually accumulated an additional 2% to their wealth (see chart 7). Corporations that havebeen reluctant to invest or to cut prices to gain market share because of distorted incentives to seek short-term stockmarket gains have also depressed demand, according to Andrew Smithers (45). These two factors go a long way toexplain why the recent recovery has been subpar in comparison with other postrecessionary periods.WWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 151351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The TideChart 7Indeed, economist Robert E. Hall, a senior fellow at Stanford University's Hoover Institution, laments that "the yearssince 2007 have been a macroeconomic disaster for the United States of an unprecedented magnitude since the GreatDepression," noting that U.S. economic output in 2013 was 13% below what the precrisis trend has predicted (46). Heis skeptical that a sudden surge in output will help the economy recover the ground it lost. Rather, a possible scenariowould be a gradual return to a precrisis growth rate, which leaves the U.S. permanently below the level of output thatprecrisis trends had suggested.Indeed, while Standard & Poor's is expecting the annual real growth rate to climb above the 3% mark in 2015. Thatwill be the first time since 2005 and comes after another year of subpar growth of just 2.0% expected for 2014. TheU.S. already has averaged a mere 1.4% over the last 10 years, through 2013. After expecting to see that long-awaitedburst of growth in 2014 of 3% at the beginning of the year, we have reduced our expectations for GDP growth back tothat 2% mark once again. We now expect the 10-year average annual growth to be about 2.5% though 2024. To putthat in perspective, five years ago, we forecasted the 10-year average annual growth rate to be 2.8%, with all yearlyrates much higher than the 2% mark.WWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 161351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The TideSecular StagnationThe Fed's expectation for long-run U.S. economic growth has drifted down even more than our forecasts. Five yearsago, the Fed expected to see the economy ambling along at a respectable 2.65% annual pace over the long run. ByJune, the Fed's expectation for long-run growth in the U.S. had dropped to 2.2% (central tendency was 2.1% to 2.3%).The IMF and CBO have also lowered their long-term growth projections. Last month, the IMF lowered its long-rungrowth forecast for the U.S. to about 2% (47). The CBO now projects that real (inflation-adjusted) GDP will increase atan average annual rate of 2.3% over the next 25 years, compared with 3.1% during 1970–2007.Aside from the fact that there are different Federal Open Market Committee participants now than before, the Fed'sreasons for lowering its expectations for long-term growth are likely similar to concerns that the IMF and CBO raised,including the effects of an aging population on the economy and more modest prospects for productivity growth. TheCBO also noted that in addition to the retirement of the baby-boom generation, the declining birth rates and levelingoff of increases in women's participation in the work force also helped slow the growth of the labor force.In this light, former Secretary of the Treasury Lawrence Summers has said that the U.S. may be mired in a period ofslow growth, marked by only marginal increases in the size of the workforce and small gains in productivity--what hecalled "secular stagnation" (48). This refers to an economic era of persistently insufficient economic demand relative tothe aggregate saving of households and corporations. Here, the U.S. may be stuck in a long-run equilibrium where realinterest rates need to be negative to generate adequate demand. Without that, the U.S. slides into economicstagnation. While specific causes of secular stagnation are still uncertain, possible reasons include slower populationgrowth, an aging population, globalization, and technological changes. An increasingly unequal distribution of incomeand wealth is also cited as a contributing factor. Disparate income growth is important because those at the top of thedistribution have a higher savings rate. Since income that is put into savings is not spent, it undercuts the overall levelof economic activity that takes place. Mian and Sufi emphasize the role of income inequality and how recent yearsseem to suggest the only way the economy is capable of generating faster economic growth is by being juiced withmore aggressive credit expansion, which does not last (49).Unfortunately, the move toward low-paying jobs has continued unabated. In the past four years since the outset of theU.S. economic recovery, job gains have come mainly in low-paying positions, according to the National EmploymentLaw Project, an advocacy group for low-income workers. While 22% of job losses during the recession were inlower-wage industries, 44% of employment growth in the past four years has come in this group--meaning that, today,lower-wage industries employ 1.85 million more Americans than before the downturn. And often these low-wage jobshave less access to benefits, such as private health insurance, pensions, and paid leave, compared with theirhigher-paying brethren (50). Considering the Bureau of Labor Statistics' forecasts that low-paying jobs will dominateemployment gains for the next decade, it seems clear that labor-income disparity will continue to widen.WWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 171351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The TideNot Just A Problem For The PoorDo societies inevitably face a choice between efficient production and the equitable distribution of income? Accordingto IMF economists Andrew Berg, Jonathan Ostry, and Jeromin Zettelmeyer, the answer is no. They argue that theempirical literature on growth and inequality using long-run average growth may have missed how income distributionis tied to abrupt ends in growth.Their work examined growth over a long time horizon, between 1950 and 2006, focusing on the duration of growthspells, and showed that there may be no trade-off between efficiency and equality (51). In fact, they posited thatequality could be an important component of sustained growth, observing that the level of inequality may be the keydifference between countries that enjoy extended, rapid expansion and those whose growth spurts quickly dissipate. Inshort, promoting greater equality may also improve efficiency in the form of more sustainable long-run growth.Of the number of variables associated with longer growth spells, income inequality's relationship with the duration ofgrowth spells was the strongest (see chart 8). They found that a 10% decrease in inequality (a change in the Ginicoefficient to 0.37 from 0.40) increases the expected length of a growth spell by 50%.Chart 8WWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 181351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The TideMeanwhile, the experiences of developing and emerging economies suggest that igniting growth is less difficult thansustaining it (52). Even the poorest of countries have managed to expand their economies for several years--only forgrowth to falter.Berg and Ostry found that income inequality is the single most important factor in determining which countries cansustain economic growth. Using the GINI coefficient--which ranges from 0 to 1.0--they measured the extent to whicheconomic growth falls as inequality rises. A country in which everyone earns exactly the same would have a score of 0,while a society in which one person owned everything would have a score of 1.0. Berg and Ostry saw that a GINIcoefficient of higher than 0.45 could weigh on growth. Although correlation is not causation, we note that, based onafter-tax income, the U.S. economy scored 0.434 on the GINI scale in 2010, according to the CBO, placing it near thatthreshold (53).To be sure, it seems counterintuitive that inequality is associated with less-sustainable growth, since some inequality,by providing incentives to effort and entrepreneurship, may be essential to a functioning market economy. But beyondthe risk that inequality may heighten the susceptibility of an economy to booms and busts, it may also spur politicalinstability--thus discouraging investment. Inequality may make it harder for governments to enact policies toprevent--or soften--shocks, such as raising taxes or cutting public spending to avoid a debt crisis. The affluent mayexercise disproportionate influence on the political process, or the needs of the less affluent may grow so severe as tomake additional cuts to fiscal stabilizers that operate automatically in a downturn politically unviable.Striking A Palatable BalanceThe discussion about income inequality is hardly new, and contrary opinions abound. In his influential 1975 book"Equality and Efficiency: The Big Tradeoff," economist Arthur Okun argued that pursuing equality can reduceefficiency. He claimed that not only would more equal income distribution reduce work and investment incentives, butthe efforts to redistribute wealth--through, for example, taxes and minimum wages--can themselves be costly (54).Of course, income inequality in the U.S. was much less 40 years ago. Kristin Forbes found that, in the short- andmedium-terms over a few years, an increase in income inequality has a significant positive relationship with economicexpansion (55). But Forbes also found that the relationship was weakened (or could turn negative) when she increasedthe length of the growth spells. And a World Bank study later found that the positive effect on growth was almostexclusively reserved for the top end of the income distribution (56).Income inequality can contribute to economic growth, and a degree of inequality is a necessary part of what keeps anymarket economic engine operating on all cylinders. Indeed, a degree of inequality is to be expected in any marketeconomy, given differences in "initial endowments" (of wealth and ability), the differential market returns toinvestments in human capital and entrepreneurial activities, and the effect of luck.However, too much of the focus in the debate about inequality has been on the top earners, rather than on how to lift asignificant portion of the population out of poverty--which would be a good thing for the economy. And thoughextreme inequality can impair economic growth, badly designed and implemented efforts to reverse this trend couldalso undermine growth, hurting the very people such policies are meant to help (57).WWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 191351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The TideThere is no shortage of proposals for tackling extreme income inequality. President Obama has proposed an increasein the hourly minimum wage to $10.10 from the current rate of $7.25, and the IMF recently called on lawmakers toboost the wage (though it refrained from suggesting a specific level). Managing Director Christine Lagarde said thatdoing so would help raise the incomes of millions of poor and working-class Americans and "would be helpful from amacroeconomic point of view" (58).An increase in the minimum wage would certainly carry with it short-term impacts, likely bringing 900,000 peopleabove the poverty line in the second half of 2016--and, according to the CBO, lifting wages for 24 million workers atthe next level above minimum wage. Fewer American households at or below the poverty line would also help bolstergovernment balance sheets and likely improve state and local credit conditions.But raising the minimum wage is not without negative consequences. Reduced labor demands resulting from higherwages could reduce potential hires by 500,000 jobs, according to CBO estimates (59). Further, while 49% of thoseworkers making the minimum wage are under age 25, the CATO Institute reports that, of older workers (the other halfof minimum wage earners), 29.2% live in poverty and 46.2% live near the poverty level, with family incomes less than1.5 times the poverty line (60).Apart from minimum wage discussions, a recent report from the OECD suggested that carried interest--the share ofprofits that money managers take in from an investment or fund--should be taxed as regular income rather than asreturns on investment. Ian Ayres, professor of law at Yale, and Aaron S. Edlin, professor of law and economics at theUniversity of California, Berkley, proposed an automatic extra tax, the so-called Brandeis tax, on the income of the top1% of earners that would limit the after-tax incomes relative to median household income (61).Warren Buffett, the chairman and chief executive of Berkshire Hathaway, who consistently ranks among the world'swealthiest people, has long argued along similar lines. He claimed that his 2010 federal tax bill--income taxes andpayroll taxes--amounted to 17.4% of his taxable income (62). That, he wrote, was the lowest percentage of any of theother 20 people in his office, whose tax burdens were between 33% and 41% and averaged 36%.Meanwhile, two Democratic California legislators--Loni Hancock and Mark DeSaulnier--have proposed tying thestate's corporate income tax to the ratio of CEO-to-worker pay--a sliding scale in which a company's tax bill couldshrink along with the gap in pay between executives and workers. The change would trim a company's tax rate for anycorporation in which the chief executive makes less than a hundred times what the median worker earns.Any clear-headed consideration of these options must recognize that heavy taxation--solely to reduce wageinequality--could do more damage than good. While the IMF studies found that some redistribution appears benign,extreme cases may have a direct negative effect on growth. Heavy taxation solely to equalize wages may reduceincentives to work or hire more workers. A number of studies have indicated that losses from redistribution are likelyto be minimal when tax rates are low but rise steeply with the tax or subsidy rate (63).IMF authors Ostry, Berg, and Tsangarides note that "redistribution need not be inherently detrimental to growth, to thedegree that it involves reducing tax expenditures or loopholes that benefit the rich or as part of broader tax reforms(such as higher inheritance taxes offset by lower taxes on labor income)" (63). Moreover, redistribution can also occurwhen taxes finance public investment, or spending on health and education disproportionately benefits the poor, whichWWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 201351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The Tidehelp offset the growing divide in educational opportunities and outcomes, broadening the pathways for our futureleaders, to the benefit of all.That said, some degree of rebalancing--along with spending in the areas of education, health care, and infrastructure,for example--could help bring under control an income gap that, at its current level, threatens the stability of aneconomy still struggling to recover. This could take the form of reallocating fiscal resources toward those with agreater propensity to spend, or toward badly needed public resources like roads, ports, and transit. Further, policiesthat foster job-rich recoveries may help make growth more sustainable, especially given that rising unemploymentcorrelates with rising income concentration. Additionally, effective investments in health and education promotedurable growth and equity, strengthening the labor force's capacity to cope with new technologies.The challenge now is to find a path toward more sustainable growth, an essential part of which, in our view, is pullingmore Americans out of poverty and bolstering the purchasing power of the middle class. A rising tide lifts allboats…but a lifeboat carrying a few, surrounded by many treading water, risks capsizing.Writer: Joe MaguireGlossary Of Relevant TermsMarket incomeBased on CBO analysis, market income includes the following components:• Labor income: cash wages and salaries (including 401(k) plans), employer-paid health insurance premiums, and theemployer's share of Social Security, Medicare, and federal unemployment insurance payroll taxes.• Business income: net income from businesses and farms operated solely by their owners, partnership income, andincome from S corporations.• Capital gains: profits realized from the sale of assets. Increases in the value of assets that have not been realizedthrough sales are not included in market income.• Capital income (excluding capital gains): taxable and tax-exempt interest, dividends paid by corporations (excludingS corporations), positive rental income, and corporate income taxes. The CBO assumes that corporate income taxesare borne by owners of capital in proportion to their income from capital, so the corporate tax is included inhousehold income before taxes.• Other income: retirement income for past services and any other sources of income.Transfer incomeTransfer income includes cash payments from Social Security, unemployment insurance, Supplemental SecurityIncome, Aid to Families with Dependent Children, Temporary Assistance for Needy Families, veterans' benefits,workers' compensation, and state and local government assistance programs, as well as the value of in-kind benefits,including food stamps, school lunches and breakfasts, housing assistance, energy assistance, Medicare, Medicaid, andthe Children's Health Insurance Program (health benefits are measured as the fungible value, a Census Bureauestimate of the value to recipients).WWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 211351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The TideAfter-tax incomeAfter-tax income is equal to market income plus transfer income minus federal taxes paid. In assessing the impact ofvarious taxes, individual income taxes are allocated directly to households paying those taxes. Social insurance, orpayroll, taxes are allocated to households paying those taxes directly or paying them indirectly through theiremployers. Corporate income taxes are allocated to households according to their share of capital income. Federalexcise taxes are allocated to households according to their consumption of the taxed good or service.Average tax rates are calculated by dividing federal taxes paid by the sum of market income and transfer income.Negative tax rates result from refundable tax credits, such as the earned income and child tax credits, exceeding theother taxes owed by people in an income group. (Refundable tax credits are not limited to the amount of income taxowed before they are applied.)The Gini IndexThe Gini Index is a measure of income inequality based on the relationship between shares of income and shares ofthe population. It is a value between 0 and 1.0, with 0 indicating complete equality and 1.0 indicating completeinequality (in which one household receives all the income). A Gini Index that increases over time indicates risingincome dispersion.Chart 8 detailsData from Berg, Ostry, and Zettelmeyer (2008).Authors' calculations: The height of each factor represents the percentage change in a growth spell between 1950 and2006 when the factor moves from the 50th percentile to the 60th percentile and all other factors are held constant.Income distribution uses the Gini coefficient. The political institutions factor is based on an index from the Polity IVProject database that ranges from +10 for the most open and democratic societies to –10 for the most closed andautocratic. Trade openness measures the effect of changes in trade liberalization on year-to-year growth.Exchange-rate competitiveness is calculated as the deviation of an exchange rate from purchasing power parity,adjusted for per capita income.Endnotes(1) "The General Theory," J. M. Keynes(2) Rajan, "Fault Lines," 2010(3) CBO, "Trends in the Distribution of Household Income Between 1979 and 2007," 2011; "The Distribution ofHousehold Income and Federal Taxes, 2010," 2013; OECD, 2011; Jonathan D. Ostry, Andrew Berg, and CharalambosG. Tsangarides, "Redistribution, Inequality and Growth," IMF February 2014; Berg and Ostry, "Inequality andUnsustainable Growth: Two Sides of the Same Coin?," IMF April 2011; Berg and Ostry, "Equality and Efficiency," IMFSeptember 2011(4) "An Overview of Growing Income Inequalities in OECD Countries: Main Findings," OECD, 2011(5) CBO, 2013WWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 221351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The Tide(6) To the extent that households benefit from company-sponsored health plans whose costs have risen sharply, thesefigures may be somewhat understated.(7) Thomas Piketty and Emmanuel Saez, "Income Inequality in the U.S., 1913-1998," 2003(8) Emmanuel Saez, "Striking it Richer: The Evolution of Top Incomes in the U.S.," 2013(9) CBO, 2011(10) "Capital," Thomas Piketty(11) CBO, 2011(12) The globalization of the world economy may have affected the distribution of wage rates at home. The U.S. hasseen international trade and immigration increase in the past few decades, as well as an increase in the consumption ofimported goods. Theoretically, an increase in imported goods, at the expense of domestic goods produced bylower-skilled workers, could hold down wages of domestic workers, though research on the subject has beeninconclusive. An increase in the supply of foreign-born workers could also put pressure on wages in those jobs. But,here as well, the effects of foreign workers on wage rates have been modest. Indeed, research note that immigrantworkers largely complement, rather than substitute, native-born workers, and thus have little impact on wages, whileactually increasing overall growth.(13) David Card, Thomas Lemieux, and Craig Riddell, "Unions and Wage Inequality," December 2004; "Interview withDavid Card," Federal Reserve Bank of Minneapolis, Dec. 1, 2006(14) "Capital," Thomas Piketty(15) CBO, 2011(16) CBO, 2011(17) CBO, 2013(18) CBO, 2013(19) CBO, 2013. The CBO noted that other transfers declined from nearly 3% to under 2%. Transfers to low-incomehouseholds, such as Aid to Families With Dependent Children and Temporary Assistance for Needy Families, declinedrelative to market income.(20) For example, the Bush Administration tax cuts of 2001 and 2003 reduced the income tax rate, capital gains taxrate, and dividend tax rate. Earlier, the tax cuts under President Ronald Reagan in the 1980s lowered the top individualincome tax rate to 28% from 50%. There was no reduction to the payroll tax rate until the Payroll Tax Holiday of 2010.(21) CBO, 2013(22) CBO, 2011; taxfoundation.org, "Federal Individual Income Tax Rates History"WWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 231351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The Tide(23) Census, "Changes in Household Net Worth from 2005 to 2010," July 2012,http://blogs.census.gov/2012/06/18/changes-in-household-net-worth-from-2005-to-2010/(24) Goldin and Katz, "The Race Between Education and Technology," Cambridge, MA; Belknap Press, 2009(25) "Thirteen Economic Facts about Social Mobility and the Role of Education," Michael Greenstone, Adam Looney,Jeremy Patashnik, and Muxin Yu, Hamilton Project-Brookings, 2013(26) Hamilton Project-Brookings, 2013(27) Sean F. Reardon, "The Widening Academic Achievement Gap between the Rich and the Poor: New Evidence andPossible Explanations," 2011 "In Whither Opportunity? Rising Inequality and the Uncertain Life Chances ofLow-Income Children," edited by Greg J. Duncan and Richard J. Murnane. New York: Russell Sage Foundation Press.(28) Hamilton Project-Brookings, 2013(29) Goldin and Katz, 2009.(30) Barro, Robert and Jong-Wha Lee, "A New Data Set of Educational Attainment in the World, 1950-2010." Journalof Development Economics, Vol 104.(31) Lily French and Peter S. Fisher, "Education Pays in Iowa: The State's Return on Investment in WorkforceEducation," May 2009(32) Deming, David, and Susan Dynarski, "Into College, Out of Poverty? Policies to Increase the PostsecondaryAttainment of the Poor," National Bureau of Economic Research, Cambridge, MA, 2009(33) Hamilton Project-Brookings, 2013(34) Goldin and Katz, 2009(35) Goldin and Katz, 2009(36) Goldin and Katz, 2009, Rajan, 2010, Hamilton Project-Brookings, 2013(37) "A Well-Educated Workforce is Key To State Prosperity," Economic Analysis and Research Network, 2014(38) "The Effects of Investing in Early Education on Economic Growth," The Brookings Institution, 2006(39) Atif Mian and Amir Sufi, "Household Balance Sheets, Consumption and the Economic Slump," 2013(40) Atif Mian and Amir Sufi, "House Price Gains and U.S. Household Spending from 2002 to 2006," 2014.(41) Atif Mian and Amir Sufi, "House Prices, Home Equity-based Borrowing, and the U.S. Household Leverage Crisis,"American Economic Review, August 2011.(42) Rajan, 2010. He argues that political measures to increase affordable housing for low-income groups instructedthe Department of Housing and Urban Development (HUD) to develop affordable housing goals for Fannie andWWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 241351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The TideFreddie and to monitor those goals. HUD then steadily increased the amount of funding it required the agencies toallocate to low-income housing. Pressure on regulators to enforce the Community Reinvestment Act (CRA), throughinvestigations of banks and fines, may have increased lending activity in these areas.(43) Kumhof and Ranciere, "Inequality, Leverage and Crises," IMF 2010.(44) "Inequality, the Great Recession and Slow Recovery," Barry Z. Cynamon, visiting scholar at the Federal ReserveBank of St. Louis, and Steven M. Fazzari, economics professor at Washington University, January 2014.(45) "The Road to Recovery," Andrew Smithers(46) "Economy May Never Fully Recover from Crisis", The Fiscal Times. June 2, 2014.(47) CBO long-Term Budget Outlook 2014. July 2014. "IMF cuts US growth forecast as it urges minimum wage hike ",BBC, June 16, 2014(48) "Crisis Yesterday and Today," Lawrence Summers, Jacques Pollack lecture, IMF.(49) "Secular Stagnation and Wealth Inequality", Mian and Sufi, March 23, 2014)(50) OECD Economic Surveys: United States. June 2014(51) Jonathan D. Ostry, Andrew Berg, and Charalambos G. Tsangarides, "Redistribution, Inequality and Growth," IMFFebruary 2014; Berg and Ostry, "Inequality and Unsustainable Growth: Two Sides of the Same Coin?," IMF April 2011;Berg and Ostry, "Equality and Efficiency," IMF September 2011.(52) "Growth Accelerations," a study by Ricardo Hausmann and Dani Rodrik of Harvard University's John F. KennedySchool of Government, and Lant Pritchett of the World Bank, 2005(53) CBO, 2013(54) Arthur Okun theorized that some of the redistributed resources would "simply disappear" because ofadministrative costs and disincentives to work for both those who pay taxes and those who receive transfers.(55) "A Reassessment of the Relationship between Inequality and Growth," Kristin J. Forbes, M.I.T. Sloan School ofManagement, 2000(56) Roy van der Weide and Branko Milanovic, "Inequality Is Bad for Growth of the Poor," July 2014(57) "The Moral Consequences of Economic Growth" Benjamin Friedman(58) "IMF calls on the US to hike its minimum wage rate," CNBC, June 16, 2014(59) CBO, "The Effects of a Minimum-Wage Increase on Employment and Family Income," February 2014(60) Mark Wilson, "The Negative Effects of Minimum Wage Laws," CATO Institute, June 2012.(61) "Don't Tax the Rich. Tax Inequality Itself," 2011 op-ed in the New York TimesWWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 251351366 | 302136118Economic Research: How Increasing Income Inequality Is Dampening U.S. Economic Growth, And Possible WaysTo Change The Tide(62) "Stop Coddling the Super-Rich," 2011 op-ed in the New York Times(63) Barro R.J., "Government Spending in a Simple Model of Endogeneous Growth," Journal of Political Economy,1990; Jaimovich, N. and S. Rebelo, "Non-Linear Effects of Taxation on Growth," NBER, 2012(64) Jonathan D. Ostry, Andrew Berg, and Charalambos G. Tsangarides, February 2014; Saint-Paul, G., and T. Verdier,"Education, Democracy and Growth," Journal of Development Economics, 1993WWW.STANDARDANDPOORS.COM/RATINGSDIRECT AUGUST 5, 2014 261351366 | 302136118Copyright © 2014 Standard & Poor's Financial Services LLC, a part of McGraw Hill Financial. 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