Edward Conard

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  • “…reminds us that inequality sends a signal of what society lacks most, in America’s case, entrepreneurship and risk taking.” - Lawrence Lindsey, CEO, The Lindsey Group, former Director of the National Economic Council
  • “…a fresh argument for the productive value of inequality.” - David Autor, Professor of Economics, Massachusetts Institute of Technology
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Thursday, September 9, 2021

Joshua Brault and Hashmat Khan

AI Summary. Income inequality is associated with a statistically significant negative relationship (at the 1% level) with determinants of the natural rate of interest, consistent with the theory of indebted demand. The authors find minimal correlation between income inequality and the trend growth rate of natural output, with estimates not statistically different from zero.

Joshua Brault Straub
Date Posted:
September 9, 2021
Is Database:
Database

Evidence supports “indebted demand” theory, showing income inequality exerts downward pressure on natural rates of interest (r*).

Does income inequality push down the natural rate of interest?

Core argument: Brault and Khan find a negative relationship between income inequality and other determinants of the natural rate of interest, significant at the 1% level, supporting the theory of indebted demand.

The theory of indebted demand suggests that income inequality exerts downward pressure on natural rates of interest (r*). Analysis reveals a strong negative relationship between income inequality and other determinants of r*, significant at the 1% level, supporting this theory. Figure 3's decomposition of the natural rate shows minimal correlation between income inequality and the trend growth rate of the natural rate of output, with OLS estimates not statistically different from zero. However, the significant negative relationship between income inequality and other determinants of r* underscores the impact of inequality on economic dynamics, aligning with Mian, Straub, and Sufi's 2021 findings. This evidence highlights the macroeconomic implications of rising income inequality, emphasizing its role in shaping interest rate trends and economic policy considerations.

Takeaways by Macro Roundup® AI

  1. Brault and Khan find a negative relationship between income inequality and other determinants of the natural rate of interest, significant at the 1% level, supporting the theory of indebted demand.
  2. Brault and Khan's decomposition of the natural rate shows minimal correlation between income inequality and the trend growth rate of the natural rate of output, with OLS estimates not statistically different from zero.
  3. Brault and Khan's evidence on inequality and the determinants of r* aligns with Mian, Straub, and Sufi's 2021 finding that income inequality exerts downward pressure on natural rates of interest.

"...Our interpretation of the Mian, Straub and Sufi (2021) story is that if inequality is exerting downward pressure on natural rates of interest, this should appear in the latter component of the natural rate, zt. To this end, Figure 3 presents the decomposition of the natural rate where we plot the relationships between: (1) income inequality and the estimated trend growth rate of the natural rate of output; and (2) income inequality and other determinants of r?, that is, zt. The top panel in Figure 3 quite clearly shows a minimal relationship between income inequality and trend growth rates of the natural rate of output. OLS estimates of income inequality on trend growth rates are not statistically different from zero by any conventional standard. In sharp contrast, the bottom panel of Figure 3 shows a strong negative relationship between other determinants of the natural rate of interest and income inequality. This relationship is significant at the 1% level. Our findings lend support to the central prediction of the theory of indebted demand proposed in Mian, Straub and Sufi (2021), that income inequality is putting downward pressure on natural rates of interest...."

Joshua Brault and Hashmat Khan: Extended Excerpt Image 1


Joshua Brault and Hashmat Khan, "Some International Evidence on Indebted Demand," Carleton University, September 2, 2021, https://carleton.ca/economics/wp-content/uploads/cewp21-10.pdf

Ed Comment: “I’m not sure I understand the paper on inequality and interest rates, which I would like to include. Four questions. First, is the regression/data US or worldwide? Second, how do they separate the fact that as the world, chiefly China, has gotten richer, it has also saved more? Similarly, as the US has gotten richer the world has also saved more, flooded the US with risk-averse savings, and the rate has declined. They are correlated, but is it causal? How do they stake their claim that it’s casual? Third, I’m not sure I understand the 2 graphs. Of the top graph, the text says: “Figure 3 quite clearly shows a minimal relationship between income inequality and trend growth rates of the natural rate of output.” I thought the (mian) theory is that richer people save more rather than consume. We lack uses for investing all the savings (in effect a Keynesian paradox of thrift). So the interest rate declines to equilibrate. Is so, then doesn’t (the growth in) demand have to decline to reduce the rate? If declining rates equilibrate the supply and demand for savings, why do we care? An increase in savings would increase investment, which would presumably accelerate growth/increase productivity/raise standards of living. It only seems like a problem if it produces a Keynesian paradox of thrift, i.e. if demand declines (is correlated with inequality). Help me understand their story. Fourth, how do they differentiate between risk-averse savings that results in debt and risk-bearing equity? let’s say I insist on holding more low-risk debt for every dollar of risky equity I invest. (risk-bearing investors hold about 70% equity, not 100%) Low rates might be a “necessary evil,” and the resulting slowdown from any paradox of thrift might be offset by an acceleration of growth (relative to the counterfactual). I’m not sure how to interpret the results.”

Ben/Steve Comment:” Ed: First, is the regression/data US or worldwide? Ben: The Brault/Khan note that was in the newsletter today is a comment on a Mian, Straub, and Suffi “Indebted Demand” paper (attached) The regression run in this comment is on international data (Australia, Canada, EuroZone, Norway, UK, and US). The indebted demand paper also uses international data but averages the data across countries. There is another Mian, Straub and Suffi paper called “The saving glut of the right and the rise in debt”. Steve did a write up of that paper before I joined. (Also attached) That paper focuses on the US. Ed: Second, how do they separate the fact that as the world, chiefly China, has gotten richer, it has also saved more? Similarly, as the US has gotten richer the world has also saved more, flooded the US with risk-averse savings, and the rate has declined. They are correlated, but is it causal? How do they stake their claim that it’s casual? Ben:The short answer here is: they don’t. First, China and other countries developing countries (India, etc) don’t even appear in the data. Secondly they use time fixed effects to control for global trends like those you’re describing. “Indebted Demand” uses “motivating facts” (not causal estimation) to motivate its model and then inequality drives interest rates within the model. This paper is not really an empirical exercise. Finally, in the savings glut of the rich, Mian, Straub, and Suffi have this explicit warning: "we acknowledge up front that there is no specific source of exogenous variation in the rise in inequality used in this study,” which is to say, these are not causal estimates.Ed: Third, I’m not sure I understand the 2 graphs. Of the top graph, the text says: “Figure 3 quite clearly shows a minimal relationship between income inequality and trend growth rates of the natural rate of output.” I thought the (mian) theory is that richer people save more rather than consume. We lack uses for investing all the savings (in effect a Keynesian paradox of thrift). So the interest rate declines to equilibrate. Is so, then doesn’t (the growth in) demand have to decline to reduce the rate? If declining rates equilibrate the supply and demand for savings, why do we care? An increase in savings would increase investment, which would presumably accelerate growth/increase productivity/raise standards of living. It only seems like a problem if it produces a Keynesian paradox of thrift, i.e. if demand declines (is correlated with inequality). Help me understand their story. Ben:For the graphs: Equation 1 in Brault/Khan paper says the natural rate of interest is the growth rate (g) plus other stuff (what they call z). The first panel shows the relationship between inequality and g and the second panel shows the relationship between inequality and z. The relationship between inequality and z is very strong and that’s what puts the downward pressure on the interest rate. The story really comes from the two Mian, Straub and Suffi papers previously mentioned. Their story is that, as the rich save more, they finance the consumption of the rest of the people in the economy. So the rich having lots of money is more of a supply story and less of a demand story in the lending markets (as you pointed out by describing the paradox of thrift). However, what Mian, Straub and Suffi are pointing out is that for every dollar saved by a rich guy, there is a dollar borrowed by a poorer guy (approximately, there are non-consumption-financing savings and equity etc, but to a first approximation). These borrowed dollars are exactly why demand (for goods and services) doesn’t go down. Ed: how do they differentiate between risk-averse savings that results in debt and risk-bearing equity? Ben: Today’s note doesn’t deal with anything like this. Both Mian, Straub and Suffi papers look at the net- debt position of rich households vs the net debt position of poorer households. This measure nets out equity - both intermediation and risk bearing equity - but doesn’t make distinctions finer than this. Steve: this all connects to research that Mian/Straub/Sufi presented at Jackson Hole (attached) that argues that the rise in inequality, rather than demographics has driven down the interest rates. The basic mechanism is the rich have a greater propensity to save and the resulting risk adverse capital drives down r*, note this study looks at the United States (so it’s not accounting for incoming hot money) Bottom line, "...Downward pressure on the natural rate of interest (r*) is often attributed to an increase in saving. This study uses microeconomic data from the SCF+ to explore the relative importance of demographic shifts versus rising income inequality on the evolution of saving behavior in the United States from 1950 to 2019. The evidence suggests that rising income inequality is the more important factor explaining the decline in r*. Saving rates are significantly higher for high income households within a given birth cohort relative to middle and low income households in the same birth cohort, and there has been a large rise in income shares for high income households since the 1980s. The result has been a large rise in saving by high income earners since the 1980s, which is the exact same time period during which r* has fallen. Differences in saving rates across the working age distribution are smaller, and there has not been a consistent monotonic shift in income toward any given age group. Both findings challenge the view that demographic shifts due to the aging of the baby boom generation explain the decline in r*...."
Ed Comment: “Two thoughts First what matters is at the margin. So the savings of the rich may increase, but if (productive) investment also rises then we don’t get the effects that concern M&S (increased consumption or Keynesian paradox of thrift). It only matters when savings are greater than investment. Savings could be greater than investment if we run trade deficits for example AND rich people save more. But it might be the case that, were it not for trade deficits savings would not be greater than investment. From my prior readings, Mian and Sufi, seemed eager/determined to attribute all the increase to a rise in domestic inequality. That seems distorted/overstated to me. I believe the rich save a greater share of their income. (Surprisingly, others have argued otherwise.) I think it matters greatly whether they are risk averse or risk underwriting. If savers are risk averse, they deposit money in the bank (or money markets) and it predominantly end up funding mortgages, which can increase consumption (now it increased government debt, which also increases consumption but not via the free market). Or if savers invest in risky equity, it can result in a speculative boom, which can accelerate innovation, as we read about recently, So, it could be the case that rich Americans are saving but their savings are fueling a speculative boom while (at the margin) risk-averse offshore savers fund mortgages, gov debt, and ultimately consumption. To make a credible case that the rich/growing domestic inequality are to “blame,” we have to show that 1) it’s Americans, not risk-averse offshore savers who are funding consumption and 2) that the value of any speculative boom is less than the problems stemming form an offsetting rise in domestic risk-averse savings. That is, speculators may logically hedge the risk of speculation by holding risk-averse savings. So the slow down from unborrowed savings may be less than the acceleration of the speculative boom. My hunch is that, were it not for trade deficits, the system would largely be in equilibrium. My sense of M&S is that they are either stupid (don’t see these issues) or don’t care because they have an ax to grind. For example, the correlate things to inequality while ignoring trade deficits. I’m not say that’s the case. I’m asking how they think through the issues I’m raising.”

Steve Comment: “In none of M&S stuff that I’ve read they have drawn or acknowledge a distinction btw risk adverse capital (ze Germans) and risk seeking equity (USA!) I thinkthis Mian quoteis helpful in understanding their worldview, “What is savings? We all know what it is at a personal level: I get 100$ check and might save 20$ out of it But what is savings in the aggregate? Say for the world as a whole? That's where it gets tricky. e.g. people talk about a "global saving glut". But can we measure it? Not really - at least not in a direct sense The reason is that when a person (say Adam) "saves", someone else (say Eve) uses that saving, i.e. "dissaves", by borrowing it and spending it for one purpose or another So, aggregate total saving is always exactly zero! Now you might say, that according to the world bank worldwide saving is about 25% of GDP historically. What is that number about? Well it is just an accounting convention! Someone somewhere decided (for some good reasons at the time), that if Eve spends Adam's savings on capital goods (i.e. "investment"), then we will not count it as dissaving. So what you get is an accounting identity: Saving = Investment What the world bank data is telling us is that historically Eve borrows and spends about 25% of GDP on investment goods. Now imagine something starts to change Adam starts to save more and more, call it his "saving glut" He needs Eve to borrow his additional savings He convinces her to do that, but only after making it cheaper for her to borrow by lowering his interest rate However, Eve is not interested in spending her additional borrowing on capital goods, or investment Instead Eve decides to "consume" it - throws a party, goes on vacation, that sort of stuff The accounting convention will start counting Eve's additional spending as dissaving What this all means is that even though Adam *is* saving a lot more than before, total saving measured by our accounting standards will remain the same. Yes, there is a "saving glut" - But aggregate national accounts will not show it! So if you really wanted to see the saving glut, you will have to see it indirectly You will see it as a rise in total credit (remember Eve is borrowing more and more), as a fall in interest rate, and as a rise in Adam's personal savings I think this is the world we actually live in now Adam is the top 1% And I have no idea why Eve does not invest more, but consumes her additional borrowing ps: in recent years government has been borrowing and spending on Eve's behalf... but same thing more or less”..."
Ed Comment: “A few thoughts. A lot of value gets captured by real estate. So eve may not save, but her real estate may nevertheless permanently rise in value as owners save, invest, take risk and innovate. She may borrow against the increased value of her home and consume the proceeds to adjust her desired amount of savings An investor might own stocks in companies that pour money into risky investments, and seem over valued. They may hold cash as an offset to manage their risk levels. I start by assuming the world is fairly logical. People determined to change the world/defeat the status quo start by assuming the world is mistaken/broken. They are confident they can out think markets/the economy, as if they could out-think nature and evolution. Most likely they are wrong because the world is too complex and their analysis is too simple to accurately account for all the tradeoffs.”

  • Inflation
  • Comparisons
    • Cross-country
    • Historical
  • GDP
    • Financial Markets
    • Savings Glut/Trade Deficit
  • Workforce
    • Inequality

Generational and Age Household Wealth Trends and Wealth Inequality

AI Summary. Millennials' average family wealth has caught up to Gen Xers' over the past five years after initially trailing, having been 6.4% below Gen Xers at the same age. Older age groups today hold more wealth than their predecessors did, indicating a steeper life-cycle path of wealth accumulation on average.

na Hernández Kent and Lowell R. Ricketts Federal Reserve Bank of St. Louis
Date Posted:
September 9, 2021
Is Database:
Database

Millennials’ average family wealth has caught up with Gen Xers over the past five years, despite initially trailing. Millennials had 6.4% lower wealth than Gen Xers at the same age in Q1 2005.

Have millennials caught up to earlier generations in household wealth?

Core argument: Millennials' average family wealth in Q1 2021 was 6.4% below that of Gen Xers at the same age in Q1 2005, after millennials' average wealth caught up to Gen Xers over the prior five years.

The analysis of generational wealth trends reveals that millennials, despite initially trailing Gen Xers, have seen their average family wealth catch up over the past five years. In Q1 2021, millennials' average wealth was 6.4% below that of Gen Xers at the same age in Q1 2005. Millennials had slightly lower family wealth than Gen Xers at age 32 and were below boomers at age 34, though their ages do not yet overlap in the data. The data underscores a generational wealth gap and highlights increasing inequality across the life cycle, with older groups today possessing more wealth than their predecessors, indicating a steeper life cycle of wealth accumulation on average. This trend suggests significant implications for economic policy and financial planning as wealth distribution continues to evolve across generations.

Takeaways by Macro Roundup® AI

  1. Millennials' average family wealth in Q1 2021 was 6.4% below that of Gen Xers at the same age in Q1 2005, after millennials' average wealth caught up to Gen Xers over the prior five years.
  2. Millennials held slightly lower family wealth than Gen Xers at age 32 and less than boomers at age 34, though millennial and boomer ages do not yet overlap in the data.
  3. Older age groups today hold more wealth than their predecessors did, indicating a steeper life cycle of wealth accumulation on average and rising inequality across the life cycle.

Generational and Age Household Wealth Trends and Wealth Inequality: Extended Excerpt Image 1


"...This figure shows average real family wealth of three different generations during their young- to mid-adult years. Values are centered on the median of the age range for the generation. For example, the median of the age range for millennials (born 1981-1996) in the first quarter of 2021 was 32 and Gen Xers (born 1965-1980) had a median age of 32 in the first quarter of 2005. While trailing Gen Xers for the beginning of their adult lives, millennials’ average family wealth has caught up over the past five years (as of the most recent data)..."

Generational and Age Household Wealth Trends and Wealth Inequality: Extended Excerpt Image 2


". Millennials had slightly lower family wealth, on average, than Gen Xers did at the same age (32) and were below boomers at age 34, though their ages do not yet overlap in the data. In the first quarter of 2021, millennials’ average wealth was 6.4% below Gen Xers’ wealth at the same age (Q1 2005)...."

Generational and Age Household Wealth Trends and Wealth Inequality: Extended Excerpt Image 3


"...The first two figures underscore a generational wealth gap. This figure highlights increasing inequality across the life cycle. Today, older groups have more wealth than older groups did in the past, signaling a steeper life cycle of wealth on average...."

Ana Hernández Kent and Lowell R. Ricketts, "Generational and Age Household Wealth Trends and Wealth Inequality," Federal Reserve Bank Of St. Louis, Updated July 22, 2021, https://www.stlouisfed.org/household-financial-stability/the-real-state-of-family-wealth/generational-and-age-household-wealth-trends-and-wealth-inequality

Ed Comment: Do we follower her? (She uses CPI instead of PCE (which reveals her bias) so her numbers are understated relative to the past). Add (headline graph in this link) to DB. Nite that she uses CPI. And my comments. Perhaps I'm misinterpreting her graph. She says younger generations are falling behind, but her summary data seems to indicate otherwise despite using CPI. Also seems younger generations have more college debt than prior generations (for degrees that don't seem likely to increase productivity). And there is also surely a mix shift toward demographics with lower test scores. Nor does it include the NPV of greater future gov retirement benefits, which seems likely to disincentivize saving.

  • Inequality
  • Workforce
    • Demographics
    • Wages/Income

Friday, September 10, 2021

Hedge funds muscle in to Silicon Valley with private deals

AI Summary. Hedge funds committed $153bn to private investments in the first half of 2021, with 75% of those going to early-stage venture bets, up from 753 deals worth $96bn in 2020. Though involved in only 4% of deals, they supplied over a quarter of all capital invested in private companies.

Joshua Franklin Financial Times
Date Posted:
September 10, 2021
Is Database:
Database

@JoshuaFranklin @FinancialTimes: Hedge funds have invested $153B in first half of 2021 in private companies, 75% of which were venture bets.

Are hedge funds becoming a major source of startup capital?

Core argument: Hedge funds committed $153bn to private deals in the first half of 2021, up from 753 deals totalling $96bn in all of 2020, with 75% of the investments venture bets on early-stage companies.

Hedge funds have aggressively entered the private investment space, committing $153bn in the first half of 2021, with 75% of these investments being venture bets on early-stage companies. This surge marks a significant increase from 2020, where 753 deals totaled $96bn. Despite participating in only 4% of deals, hedge funds contributed over a quarter of all capital invested in private companies, highlighting their substantial financial influence. The trend reflects a strategic shift as hedge funds seek higher returns from private equity and venture capital, which have outperformed traditional hedge fund investments with average gains of 14.2% compared to 7.1% over the past decade. This move is facilitated by institutional investors' willingness to lock up capital for longer periods in exchange for potentially higher returns, further blurring the lines between asset classes and driving hedge funds deeper into Silicon Valley's venture ecosystem.

Takeaways by Macro Roundup® AI

  1. Hedge funds committed $153bn to private deals in the first half of 2021, up from 753 deals totalling $96bn in all of 2020, with 75% of the investments venture bets on early-stage companies.
  2. Hedge funds participated in only 4% of private company deals but supplied over a quarter of all capital invested in private companies.
  3. Private equity and venture capital gained an average 14.2% over the past decade against 7.1% for hedge funds, and institutional investors' willingness to lock up capital for longer supports hedge funds' shift into private markets.

"... Hedge funds are elbowing their way into Silicon Valley at an unprecedented rate with a record-smashing $153bn worth of investments in private companies in the first six months of 2021.A report from Goldman Sachs has found that hedge funds have done 770 deals so far this year, already beating the record number set in the whole of 2020, when 753 deals reached a total of $96bn. Just under three-quarters of this year’s agreements were “venture” bets on companies in their infancy...The bets are concentrated, but they leave a big impact. Hedge funds participated in just 4 per cent of deals in the first six months of 2021 but provided just over a quarter of all capital put into private companies, according to Goldman....Returns from private equity and venture capital investments have outperformed hedge funds in the decade to the end of last year, with average gains of 14.2 per cent compared with 7.1 per cent for hedge funds, the Goldman report found...."

“Companies love the idea of a private investor who can help tune the company up for public markets, anchor the IPO and become long-term public shareholders, perhaps without altering the board dynamic,” said Cutler Cook, managing partner at investment firm Clay Point Investors, which advises investors on allocating to venture capital and hedge funds.

Hedge funds’ two-pronged pitch to companies is that they can hold on to their shares in the business well beyond a public listing, whereas VC funds typically exit soon after flotation. Hedge funds can also offer to coach private company executives about being a public entity, according to Goldman.

“At an IPO there’s little chance, as a hedge fund, to get an allocation — therefore you must have exposure earlier,” said Christian Vogel-Claussen, managing partner at London-based hedge fund Alanda Capital. It has bought into companies such as debit card group Marqeta and TikTok owner ByteDance.

The explosion of private capital has also created tough competition to participate in private deals. However, some hedge funds still find that more attractive than waiting for a company’s initial public offering on a stock market — a transaction that can often be crowded with other, often bigger, investors.

Hedge funds also have abundant opportunities to invest in private companies, which now tend to rely in private funding for longer before they launch on stock markets. The average number of private fundraising rounds companies complete before going public has tripled since 2006, according to Goldman.

“There’s an ongoing trend of lines blurring in portfolios, asset classes are increasingly converging,” said Diana Dieckman, Goldman’s global head of capital introduction in prime services.

The push into private investments coincides with a broader revival in the hedge fund industry, which last year reported its best returns since the aftermath of the financial crisis in 2009 after years of weak performance.

Nevertheless, private investments have performed better than the public assets hedge funds have traditionally favoured. Returns from private equity and venture capital investments have outperformed hedge funds in the decade to the end of last year, with average gains of 14.2 per cent compared with 7.1 per cent for hedge funds, the Goldman report found.

And some firms such as Third Point and Marshall Wace have launched “crossover” funds that invest in private firms ahead of potential public listings and then hold on to their positions. Hedge fund firms have been helped in their push in to private assets by a greater willingness among the large institutional investors who invest in their funds to lock up their money for longer if it means they eventually get higher returns.

The hedge funds entering this space include some of the most high-profile names in the industry. Some funds have launched dedicated businesses focused on private investments, with firms including Tiger Global Management, Coatue Management and Altimeter Capital Management making big inroads into Silicon Valley in recent years. Other hedge funds hold a minority of their portfolios, typically less than 20 per cent, in privates, with the rest in more liquid assets.

The bets are concentrated, but they leave a big impact. Hedge funds participated in just 4 per cent of deals in the first six months of 2021 but provided just over a quarter of all capital put into private companies, according to Goldman.

Hedge funds muscle in to Silicon Valley with private deals: Extended Excerpt Image 1


A small group of hedge funds accounted for the vast majority of deals, the bank added, with roughly three-quarters of the capital invested by 10 firms.

“What has attracted hedge funds is predominantly a function of the opportunity set,” said Freddie Parker, co-head of Goldman’s prime brokerage insight and analytics team.

The data from Goldman Sachs Prime Services highlight how hedge funds, typically known for investments in publicly traded assets, have been drawn to private markets in an effort to fire up largely lacklustre returns. It also shows how private equity and venture capital have shot into mainstream finance. The asset class has soared to more than $7tn in value and is expected to double again by 2025, while the number of US public companies has roughly halved since 1996.

A report from Goldman Sachs has found that hedge funds have done 770 deals so far this year, already beating the record number set in the whole of 2020, when 753 deals reached a total of $96bn. Just under three-quarters of this year’s agreements were “venture” bets on companies in their infancy.

Joshua Franklin and Laurence Fletcher, "Hedge funds muscle in to Silicon Valley with private deals,"Financial Times, September 9, 2021, https://www.ft.com/content/4935b205-8344-465a-8edf-dc23ec990302

Hedge funds muscle in to Silicon Valley with private deals

Hedge funds are elbowing their way into Silicon Valley at an unprecedented rate with a record-smashing $153bn worth of investments in private companies in the first six months of 2021.

  • Startups
  • Productivity
    • Innovation/Research
    • Investment

A Momentous Shift Is Taking Shape in the Labor Market

AI Summary. Wage growth for low-skilled workers has exceeded that of high-skilled workers for three consecutive months in the Atlanta Federal Reserve's wage tracker, with low-skilled wage growth at its fastest since 2008. The author argues this could support economic growth, since lower-income households are more likely to spend added earnings, while also carrying inflation risk.

John Authers Bloomberg
Date Posted:
September 10, 2021
Is Database:
Database

Low-skilled wage growth has outpaced high-skilled wages growth for last three months, a new record, according to the Atlanta Federal Reserve’s Wage Tracker @JohnAuthers

Are low-skilled workers now seeing faster wage growth than high-skilled workers?

Core argument: Low-skilled wage growth has exceeded high-skilled wage growth for a third consecutive month in the Atlanta Federal Reserve's Wage Tracker, a record, having previously occurred only twice, in early 2010.

For the third consecutive month, low-skilled wage growth has surpassed that of high-skilled workers, marking a new record according to the Atlanta Federal Reserve’s Wage Tracker. Historically, this phenomenon occurred only twice in early 2010. The current trend suggests a potential shift in the balance of power between labor and capital, as low-skilled wage growth is the fastest since August 2008. This could stimulate economic growth, as lower-income individuals are more likely to spend their increased earnings, but it also poses inflationary risks. If sustained, this trend may challenge existing economic assumptions and reduce social tensions, while potentially offering political advantages for current policymakers.

Takeaways by Macro Roundup® AI

  1. Low-skilled wage growth has exceeded high-skilled wage growth for a third consecutive month in the Atlanta Federal Reserve's Wage Tracker, a record, having previously occurred only twice, in early 2010.
  2. Low-skilled wage growth is running at its fastest pace since August 2008, suggesting a potential shift in the balance of power between labor and capital.
  3. Faster low-skilled wage growth could stimulate economic growth, as lower-income individuals are more likely to spend increased earnings, but it also poses inflationary risks.

John Authers, "A Momentous Shift Is Taking Shape in the Labor Market," Bloomberg, September 10, 2021, https://www.bloomberg.com/opinion/articles/2021-09-10/wage-growth-trend-points-to-inflation-political-joy-for-biden

A Momentous Shift Is Taking Shape in the Labor Market

I spend a lot of my professional life drawing charts. You had probably noticed this. Often, producing a chart that tells a story clearly and without distortion takes a lot of work. And sometimes, the first numbers I key into the terminal lead to something truly fascinating that needs no further explanation. This is one of those charts.

The latest revision of the Atlanta Federal Reserve’s Wage Tracker, for August, is now out. It’s enthralling research that has been running since 1997, and breaks down earnings growth by gender, age, skill, level of education and so on. This is how wages have risen since 1997 for the high-skilled, compared to the low-skilled:

A Momentous Shift Is Taking Shape in the Labor Market: Extended Excerpt Image 1


For the third month in a row, wages for the low-skilled have risen faster than for the high-skilled. In the previous history of the survey, which now goes back almost 25 years, this had only ever happened in two months, in early 2010. Wage growth for the low-skilled is also exceeding that for the high-skilled by the most on record.

In terms of the momentous macroeconomic issues of the moment, this is good for growth, as poorer people are more likely to spend their pay rises than richer people. It’s also potentially bad for inflation. Wage growth for the lowest skilled is the fastest since August 2008 (not coincidentally, the month before the Lehman bankruptcy), and that could easily lead to higher prices.

More interestingly still, it does suggest a shift in the balance of power between labor and capital. This isn’t as yet a deep-seated or well-established trend, of course. But if it continues it could rattle a lot of assumptions, and alleviate a lot of social tension.

And that leads to one final readthrough. Low-skilled workers endured a truly terrible deal from 2011 to 2013, when their wages didn’t even gain 1% per year. Higher-skilled workers did far better. Barack Obama was president at the time. If any one chart helps to explain how Donald Trump was able to disrupt the coalition that elected Obama, this might be it. And if this continues, it could be fantastic political news for Joe Biden, who could do with some at present. It’s worth watching this, very closely

John Authers notes that wage growth for the low skilled has now outpaced high skill wage growth for 3months, a new record, "...The latest revision of the Atlanta Federal Reserve’s Wage Tracker, for August, is now out. It’s enthralling research that has been running since 1997, and breaks down earnings growth by gender, age, skill, level of education and so on. This is how wages have risen since 1997 for the high-skilled, compared to the low-skilled:For the third month in a row, wages for the low-skilled have risen faster than for the high-skilled. In the previous history of the survey, which now goes back almost 25 years, this had only ever happened in two months, in early 2010. Wage growth for the low-skilled is also exceeding that for the high-skilled by the most on record. In terms of the momentous macroeconomic issues of the moment, this is good for growth, as poorer people are more likely to spend their pay rises than richer people. It’s also potentially bad for inflation. Wage growth for the lowest skilled is the fastest since August 2008 (not coincidentally, the month before the Lehman bankruptcy), and that could easily lead to higher prices. More interestingly still, it does suggest a shift in the balance of power between labor and capital. This isn’t as yet a deep-seated or well-established trend, of course. But if it continues it could rattle a lot of assumptions, and alleviate a lot of social tension. And that leads to one final readthrough. Low-skilled workers endured a truly terrible deal from 2011 to 2013, when their wages didn’t even gain 1% per year. Higher-skilled workers did far better. Barack Obama was president at the time. If any one chart helps to explain how Donald Trump was able to disrupt the coalition that elected Obama, this might be it. And if this continues, it could be fantastic political news for Joe Biden, who could do with some at present. It’s worth watching this, very closely...."

Ed Comment:But I think the writer makes WAY too much of a 3 month trend given the 30 year history. I also think wages is a somewhat misleading way to look at economic wages, especially if the chart doesn’t include fringes, which are growing faster and are a bigger share of lowering income wages. (Are they included?) My impression is CBO says the income growth has been closer than this chart.

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A new report complicates simplistic narratives about race and the 2020 election

AI Summary. A report on 2020 election data finds the Democratic presidential share of Latino voters fell 8 percentage points and of Black voters 3 points relative to 2016, while rising 1 point among non-college white voters and 4 points among college-educated whites. Non-college whites still made up 44% of voters.

Andrew Prokop Vox
Date Posted:
September 10, 2021
Is Database:
Database

Biden Share Of Latino Vote Declined 8pp From Clinton’s, Share Of Black Vote Declined 3pp, Biden Gained 1pp Relative To Clinton With Non-College Whites, 4pp With College Whites.

Did Democratic support shift across racial and education groups between elections?

Core argument: Biden's share of Latino voters fell 8 percentage points from Clinton's 2016 performance, and his share of Black voters fell 3 points, according to the report on 2020 election data.

The 2020 election data reveals nuanced shifts in voter demographics, challenging oversimplified racial narratives. Biden's share of Latino votes fell by 8pp [percentage points] from Clinton's 2016 performance, while his share of Black votes decreased by 3pp. Conversely, Biden gained 1pp with non-college white voters and 4pp with college-educated whites. These shifts highlight the evolving dynamics within the electorate, where non-college whites, despite declining as a share, still comprised 44% of voters in 2020. Biden's ability to slightly improve among this group was crucial, as they remain a significant portion of the electorate, especially in swing states. Meanwhile, the increase in Latino turnout underscores their growing electoral influence, despite Biden's reduced support. These demographic changes underscore the complexity of building a stable electoral coalition in a diversifying America.

Takeaways by Macro Roundup® AI

  1. Biden's share of Latino voters fell 8 percentage points from Clinton's 2016 performance, and his share of Black voters fell 3 points, according to the report on 2020 election data.
  2. Biden gained 4 points among college-educated white voters and 1 point among non-college white voters, who made up 44% of the 2020 electorate despite declining as a share.
  3. Latino turnout rose even as Biden's support among Latino voters declined, illustrating the complexity of assembling a stable electoral coalition in a diversifying America.

Vox write up of Catalist data (note report attached)“…Biden’s share of votes by Latinos decreased by 8 percentage points compared to Hillary Clinton’s, and his share of votes by Black people decreased by 3 percentage points. Biden’s share of white voters without a college degree improved about 1 percentage point as compared to Clinton. Biden’s share of white voters with a college degree improved by about 4 percentage points from Clinton’s….”

Andrew Prokop, "A new report complicates simplistic narratives about race and the 2020 election,"Vox, May 10, 2021, https://www.vox.com/platform/amp/2021/5/10/22425178/catalist-report-2020-election-biden-trump-demographics

A new report complicates simplistic narratives about race and the 2020 election

In the days and weeks after presidential election results come in, commentators attempting to figure out what happened with voter demographics are often in a fog — forced to rely on unreliable exit polls. More rigorous analysis simply takes longer.

Now, Catalist, a Democratic data firm, has put out a report on “What Happened in 2020,” authored by Yair Ghitza and Jonathan Robinson, which makes a serious attempt to answer that question. The report is superior to the exit polls because it’s based in their research for what’s known as a “voter file.” Basically, they’ve put together a large database of turnout information about actual voters, assembled from state or local records about who actually showed up.

That information has its limits — it’s a secret ballot, so we don’t know who specific people voted for. But this information can be supplemented with precinct-level vote results, census information, and survey findings. The Catalist authors put all this together to estimate how different demographics voted. Some of their general findings about what changed since 2016:

Biden’s share of votes by Latinos decreased by 8 percentage points compared to Hillary Clinton’s, and his share of votes by Black people decreased by 3 percentage points.
Biden’s share of white voters without a college degree improved about 1 percentage point as compared to Clinton.
Biden’s share of white voters with a college degree improved by about 4 percentage points from Clinton’s.

But the report doesn’t just look at the narrow question of what changed in each group; it helps us understand the two parties’ coalitions as a whole. For instance, it drives home the fact that the non-college white population, while declining as a share of the electorate, remains quite large (they were about 44 percent of all voters in 2020), and Trump won 63 percent of them. And though Biden performed worse among Black voters than Clinton or Obama, he still won about 90 percent of that group.

One note here is that, for the sake of allowing easy year-to-year comparisons, these percentages are calculated by looking only at votes cast for either the Democratic or Republican nominees, rather than for third-party candidates. This is called the two-way vote share — Catalist’s report focused on this metric, so all of this article’s references to demographic vote percentage will use it as well.

The non-college white vote: Joe Biden’s underrecognized electoral achievement

Much attention has been paid to the shift of white college-educated voters toward Biden and Latino voters toward Trump in 2020, which makes sense — as a table from Catalist shows, those were particularly dramatic shifts.

A new report complicates simplistic narratives about race and the 2020 election: Extended Excerpt Image 1


But it’s also worth dwelling on a shift that didn’t happen in 2020 but could have been crucial — it looks like Trump did not continue to gain among white voters without a college degree. According to Catalist’s report, 36 percent of these voters supported Clinton, a 4-point drop from Obama’s performance in 2012. But Democrats did not continue to hemorrhage these voters in 2020 — Biden actually improved slightly, winning 37 percent of them.

This was crucial to Biden’s success for two main reasons. First, white non-college voters continue to make up a very large chunk of the electorate. Catalist estimates that their share of the electorate has been shrinking, but they still were 44 percent of all voters in 2020. And second, they make up an even larger share of the electorate in some key swing states.

A new report complicates simplistic narratives about race and the 2020 election: Extended Excerpt Image 2


So the fact that Biden avoided Democrats’ recent trend of losing more and more white voters without a college degree was actually quite important in his victory. If he had won, say, 34 percent of them instead of the 37 percent he did win, he very well might not be president right now.

Furthermore, the shorthand of punditry often says Democrats win because of a coalition of nonwhite and college-educated white voters. But the below chart makes the point that non-college whites actually still make up an estimated 32 percent of overall votes cast for Biden. In comparison, Black and Latino voters together also comprised 32 percent of the overall votes for Biden. More than half the Trump coalition, in contrast, is comprised of non-college-educated white voters (and Trump’s coalition is 85 percent white overall).

A new report complicates simplistic narratives about race and the 2020 election: Extended Excerpt Image 3


Simply put, there are a lot of white people in the United States of America, and a lot of them vote. And there’s no reason to just assume that Hillary Clinton’s performance among this group was the floor for how low Democrats can fall. As a comparison, in 2016 Trump’s share of the college-educated white vote dropped 4 points from Romney’s share of it in 2012 — and then, in 2020, it dropped another 4 points. But, per Catalist’s report, Biden averted further declines among non-college whites and slightly improved on Clinton’s performance.

Latino voters: Biden’s better-recognized problem

Biden’s worsened performance among Latino voters as compared to past Democratic nominees has been much discussed since the election, and Catalist puts some numbers on just what happened there — the group estimates that Hillary Clinton won 71 percent of Latino voters in 2016, but Biden won 63 percent in 2020. This 8-point drop is the most dramatic shift in a four-year period among the major racial or ethnic groups seen in Catalist’s data.

This comes in the context of a massive increase in Latino turnout overall — while turnout was up across the board, it was particularly up among Latino (and Asian) voters, in what’s just an incredible increase in a four-year period.

A new report complicates simplistic narratives about race and the 2020 election: Extended Excerpt Image 4


This turnout increase meant the Latino share of the electorate continued its trend of growth — Latino voters were 7 percent of the electorate in 2012, 9 percent in 2016, and 10 percent in 2020.

The turnout surge also raises a question — did Trump improve because previously voting Latinos switched from backing Democrats to backing Republicans, or were his gains mainly among new voters? Catalist doesn’t provide a definitive answer, but the authors say, “we see suggestive evidence that both of these factors played some role.”

In contrast to claims that Democrats’ worsening performance with Latinos was mainly concentrated among Cuban Americans in Florida, the report finds that the decline was broader — but that the drops were smaller in key states that Biden barely won, like Arizona and Georgia.

A new report complicates simplistic narratives about race and the 2020 election: Extended Excerpt Image 5


“Mexicans are the largest Latino subgroup in most states across the country, and highly Mexican areas also showed a drop (6 points), albeit smaller than Cuban areas,” the authors write. “Puerto Rican, Dominican, and areas with other dominant groups were in the middle (8-9 point drop), close to the national average” drop among Latinos.

A new report complicates simplistic narratives about race and the 2020 election: Extended Excerpt Image 6


If Democrats don’t find a way to reverse these declines, they’ll have a difficult time competing in Florida and Texas. But if this becomes a longer-term trend it could also imperil the party’s recent strength in Nevada and their very recent gains in Arizona.

Black voters’ support is crucial for Democrats — is it dropping?

Biden won an estimated 90 percent of the two-way vote among Black voters in 2020 — which is both an overwhelming win, and the worst performance for a Democrat among Black voters in over a decade. Clinton won 93 percent of the two-way vote among Black voters in 2016, and Obama won 97 percent in 2012.

The authors make that point that despite this drop, “Black voters are key to Democratic success” — without the large majorities of Black voters Biden won, he couldn’t have been competitive nationally or in key Electoral College states like Georgia, Pennsylvania, or Michigan.

Furthermore, the report estimates that turnout among Black voters increased from 2016 by 14 percent, a higher rate of increase than among white college voters (13 percent) or white non-college voters (11 percent). So it can be true both that Biden did worse than Clinton among Black voters and that Black voters remain a core pillar of the Democratic coalition.

White college-educated voters have moved toward Democrats (but many still vote for Trump)

So how does Joe Biden win if he barely improves on Clinton’s performance among non-college-educated white voters and does worse than she did among Black, Latino, and Asian voters?

It’s because of those gains among white voters with a college degree — where he built on and expanded the improvement Clinton had made. In 2012, Obama won an estimated 46 percent of these voters, in 2016 Clinton won 50 percent of them, and in 2020, Biden won 54 percent of them.

A new report complicates simplistic narratives about race and the 2020 election: Extended Excerpt Image 7


White college-educated voters made up about 28 percent of the electorate in 2020 — about as much as all nonwhite voters combined. So winning college-educated whites by 54 to 46 percent matters a great deal.

Further, according to the report, about 58 percent of white women with a college degree voted for Biden (compared to 55 percent voting for Clinton in 2016 and 50 percent voting for Obama in 2012).

A new report complicates simplistic narratives about race and the 2020 election: Extended Excerpt Image 8


“The dominant takeaway, from our data and others, is that white college graduates and white suburban voters have turned solidly against Donald Trump’s Republican party,” the authors write.

This is true as far as the trend goes, and it’s one of the most important factors explaining why Biden won and Clinton didn’t. However, it’s also important to stress that 46 percent of college-educated whites still did vote for Trump. Democrats don’t exactly dominate among this group just yet, and it remains to be seen whether their gains here will prove durable.

One overall takeaway from the report, though, is that an electoral majority is often a fragile thing these days. Lose a few points among a few groups and it could slip from your grasp. And some apparent trends continue from one election to the next — while others can surprisingly reverse

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