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Wage Growth Stagnation Hits Men Harder Than Women, What’s the Cause?

A study on Lifetime Earnings in the United States over Six Decades is worth a close look.

The study shows the United States shows a “wage stagnation of average earnings and a rise in income inequality since the 1970s.” The charts are based on US Social Security Administration (SSA) records over 57 years.

The charts are more than a bit confusing unless one carefully dives into the details.

The lead chart is titled “Median Lifetime Earnings” but shows instead annualized real (inflation adjusted) annual wages, not lifetime or real lifetime earnings.

Lifetime Definition

  • Lifetime earnings means earnings between the age of 25 and 55 inclusive.
  • Annualized lifetime earnings as depicted in the chart is the sum of real annual labor earnings from ages 25 to 55, divided by 31.

When nominal earnings are deflated by the personal consumption expenditure (PCE) deflator, the annualized value of median lifetime wage/salary earnings for male workers declined by $4,400 per year from the 1967 cohort to the 1983 cohort, or $136,400 over the 31-year working period.

The lifetime earnings of the median male worker declined by 10 percent from the 1967 cohort to the 1983 cohort. Further, more than three-quarters of the distribution of men experienced no rise in their lifetime earnings across these cohorts. 

Cohort Definition 

As used in the article, cohort means all of those who turned 25, 35. 45, etc. in a particular year. 

Key Notes 

A download of the Working Paper PDF provides these insights.

  • Median initial earnings fell from $33,300 for the 1967 cohort to $29,000 for the 1983 cohort (PCE adjusted in 2013 dollars). 
  • The analogous figures at age 55 were $55,900 for the former cohort and $54,100 for the latter, a decline of $1,800, showing no sign of catch-up over the life cycle.
  • Median initial earnings for men was only $24,400 in 2011, virtually the same level as in 1957.
  • Cohorts of female workers have seen robust and steady gains, on the order of 22% to 33% for the median female worker. However, because these gains started from a very low level of median lifetime earnings for the 1957 cohort, they were not large enough at the aggregate level to offset the losses by men.
  • Using the CPI rather than the PCE to convert nominal earnings to 2013 dollars lowers lifetime earnings growth for both men and women.

Inflation Adjustments 

The two most commonly used price indexes are the personal consumption expenditure (PCE) deflator from the Bureau of Economic Analysis (BEA) and the consumer price index (CPI) from the Bureau of Labor Statistics’ (BLS). The (older) CPI and the (newer) PCE differ in several ways that are by now well understood.

The PCE is generally accepted to be the superior index for measuring the overall price level and its evolution over the business cycle. It is thus the standard choice in aggregate (macro) economic analyses. However, for more micro work, such as the analyses in this paper, the CPI has some advantages. In particular, the CPI aims to capture the price level faced by the typical household for its out-of-pocket expenses and is thus based on a detailed survey of U.S. household expenditures, whereas the PCE is based on business surveys and also includes purchases made by others on behalf of households. Consequently, relative to the PCE, the CPI places a lower weight on health care prices (since a large fraction of total expenditures is paid by Medicare/Medicaid and insurance companies) and a much higher weight on housing and transportation. 

In our empirical analysis, we choose the PCE as our baseline measure for deflating nominal earnings because it implies a lower cumulative inflation over this period than the CPI. We report all values in 2013 dollars. 

Lifetime Earnings for Men and Women

  • From the 1957 to the 1983 cohort, annualized mean lifetime earnings for men rose by around $10,000, from $42,200 to $52,200. This rise corresponds to a cumulative increase of 23.7%, or an average increase of 0.82% between two consecutive cohorts.
  • However, the bulk of these gains—21.9% of the total 23.7%—accrued to only the first 10 or so cohorts. From the 1967 to the 1983 cohort, mean lifetime earnings increased by only 1.5% cumulatively.
  • Median lifetime earnings for men has barely changed from the 1957 cohort to the 1983 cohort, increasing by only about $250—or less than 1%.
  • Across almost the entire distribution of males, there have been either trivial, or even negative, gains in lifetime earnings.
  • Women, on the other hand, have seen increases in lifetime earnings throughout the entire distribution. Median lifetime earnings increased nearly monotonically from $14,100 for the 1957 cohort to $22,300 for the 1983 cohort. 
  • This steady increase in lifetime earnings for women has been broad-based, with all parts of the distribution experiencing consistent lifetime earnings growth across cohorts. 
  • Median lifetime earnings for women grew at an average rate of 1.8% per cohort for the 27 cohorts from 1957 to 1983, with almost the exact same annualized growth rates for the 10 cohorts from 1957 to 1967 and the 16 cohorts from 1967 to 1983.
  • Looking at the population as a whole, we find that the trends for men and women combine in sometimes offsetting ways.

Closing the Gender Gap

The chart looks severely dated but cohort means the year in which someone turned 25. 

Figure 3 plots the ratio of the mean lifetime earnings of females to that of males

In 1960, median inflation adjusted wages for women aged 25 were less than 40% of males.  But fewer women than men were working and fewer women than men were college educated.

After 1965, the gap started to close quickly (showing an almost linear trend), and by the 1983 cohort (working women who turned 25 in 1983), the lifetime earnings of women reached more than 60% of their male counterparts.

To the extent real median wages have risen in aggregate, it is because of the headway made by women relative to men. 

Decline of Men vs Women

The mean lifetime income for men rose until 1972. The median topped out a bit earlier in 1967 albeit by an arguably meaningless 0.13 percentage points. 

Those who turned 25 in 1983 were 55 in 2014. Thus the study misses the last 7 years. 

Even Worse Than It Looks

The charts and findings are even worse than they look. 

The PCE measure of inflation is understated relative to the CPI.

Both are severely understated since 1999 relative to housing. Housing-adjusted real wages have been hammered in aggregate, and even more so for men.  

For discussion, please see Fed Sponsored Speculation: Real Interest Rates Are -4.1 Percent, Lowest Since 1980.

Placing the Blame

The Fed with tremendous help from Congress seeks to destroy the dollar. They have succeeded. Yet the Fed rails against income inequality. 

The Fed, Congress, and Progressive need to look in the mirror to see who is to blame for falling real wages.

It costs only a few cents for the Bureau of Engraving and Printing to produce a $100 bill, but other countries had to pony up $100 of actual goods in order to obtain one,” accurately quipped American economist Barry Eichengreen.

Trade Distortions and Wage Distortions

In addition to trade distortions inaccurately blamed on NAFTA, real wages is another data series that goes back to Nixon closing the gold window in 1971.

For details, please see Nixon Shock, the Reserve Currency Curse, and a Pending Currency Crisis.

Is the Fed Trying to Destroy the Dollar?

A friend asks “Is the Fed Trying to Destroy the US Dollar?”

The answer is yes, to repeatedly bail out the banks at the expense of consumers.

Be my guest at assigning percentage blame.

Mish

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Mish

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18 Comments
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Oldest Most Voted
ColoradoAccountant
ColoradoAccountant
5 years ago
The comments by Realist comport with my view of the history.  I would add that cheap fuel allows goods to move all over the world from low cost producer to high cost buyer.
Casual_Observer
Casual_Observer
5 years ago
Welcome to the era of globalization. There are jobs of the past, jobs of the present and jobs of the future. The best skills to have are to retrain oneself and reinvent yourself repeatedly. 
TexasTim65
TexasTim65
5 years ago
Something else happened in this time frame (70s onward) besides the closing of the gold window that others have alluded to here and the article makes reference to.
Women entered the workforce in mass numbers in the mid 70s onward. So that the labor force probably doubled between 72-85. As a kid growing up in the 70’s my mom was a teacher and she was one of 2 mothers on the block who worked (the other was a nurse) out of about a dozen families with kids. But by the mid 80’s when I was finished high school and going to college virtually all my friends moms worked in some fashion (either full or part time).
So what happens when you double the labor force? Well businesses take advantage of the huge increase in labor and it drives the cost down (basic supply and demand). Especially since it was quasi-legal to pay women less for the same job (under the guise that a man was supporting a family and a woman who was working must be single/divorced and not supporting anyone or married but the 2nd income wasn’t needed to support a family). So not only were wages driven down but you could pay less if you hired a woman so women were hired in droves. By the mid 80’s it was illegal to pay a woman less but the damage to wages couldn’t be reversed when you had 2x the number of workers to chose from so labor got paid less.
Webej
Webej
5 years ago
  • This rings true: When I was small, a working stiff (unionized) could buy a house, a car, and maintain a stay-at-home wife and four children.
    Those days are long gone.
  • On the other hand, the opening of jobs to women and the number of women working has been steadily climbing in the same time frame, so it’s logical that women have seen earnings go up and take a greater piece of the pie.
    (Of course, idealogues will insist there is no wage pie that is divided).
There are a lot more dynamics in play than just monetary regimes, however:
  • Couples tend to couple wage-assortatively, which strengthens inequality.
  • The same dynamic means couples are bidding up houses, the supply of which is limited (existing homes and land at locations).
    In fact, almost all the wage gains have disappeared into appreciating houses.
  • On top of that there is wage arbitration with third world countries, illegal migration, loss of manufacturing jobs, and great depreciation of traditional male jobs (outdoors, dangerous, strenuous, odd hours, etc.), putting pressure on jobs at the bottom.
  • Then there is structurally higher non-employment since the early eighties, putting pressure on jobs at the bottom.
  • Wages as a percentage of GDP have been on a 40 year decline.
MacPacAttack
MacPacAttack
5 years ago
Wow Mish, there’s a lot to unpack here.  I will read the article but for now:  This report is validated by my personal experiences.  We used to take month-long vacations before 1973 when the dollar was strong, but after that any time off was strictly functional, vacations were only 1 week at a time and only then to either look for another higher-paying job or to accomplish some other financial goal.  Women’s entry into the labor force was celebrated as liberation, whereas in reality this was a loss of liberty (i.e., women now have to work to ensure reasonable level of prosperity for wage earners, so who does this really benefit?).  Survival for a single wage-earner family has only become possible with some other inflation-proof source of income.  Removal of the gold standard allowed the Fed to inflate the dollar as needed, creating a true fiat currency, and it was only a matter of time before MMT become normalized through toxic rationalization.  Now it’s “Katy bar the door.”
Mish
Mish
5 years ago
Added another Tweet
1. Real wages are a function of global wage arbitrage.
2. GWA is a function of Nixon closing the gold window, allowing deficits to explode.
3. Factor in the Fed inflating assets for the benefit of the wealthy
4. Factor in bailouts and deficits by Congress
5. Assign Percentages
Mish
Mish
5 years ago
Chart Added to Post
Distribution of Lifetime Income by year someone turned 25.

In addition to trade distortions inaccurately blamed on NAFTA, this is another data series that goes back to Nixon closing the gold window in 1971.

Lance Manly
Lance Manly
5 years ago
“In short, it’s no wonder the study shows a rise in income inequality since the 1970s”
No kidding, after Reagan the little people became smaller.
whirlaway
whirlaway
5 years ago
Reply to  Lance Manly
Yes.  The little people became smaller.  Middle-class people became poor.   Poor people became poorer.  Rich people got richer.  And the mentally ill became homeless.
All hail Saint Ronnie! /s
dtj
dtj
5 years ago
The decline in real wages is due to the decline in bargaining power of workers since 1967. 1968 is when the minimum wage (in real terms) peaked. Women entering the workforce is a huge factor in the decline as employers no longer had to pay men as if they were the sole breadwinners. Fast forward to today and it now takes 2 incomes to support a family, buy a house, etc.
The other big factor between then and now is immigration, both legal and illegal. Nothing hurts bargaining power more than someone who’s willing to work for peanuts as jobs always go to the lowest bidder.
The final factor is the decline of unions. The mere “threat” of unionization was enough to keep employers on their toes and make sure they treated and compensated their employees well “or else”. No longer a problem in 2021.
The $17 an hour Amazon is paying in 2021 is less than what a minimum wage worker made in 1968.
TexasTim65
TexasTim65
5 years ago
Reply to  dtj
This is correct. The labor force practically doubled between 70-85 so basic supply and demand took over. There was a huge supply of labor so it could not demand high wages. Especially since it was quasi-legal until the mid 80’s to pay women less for doing the same job.
xbizo
xbizo
5 years ago
Reply to  TexasTim65
supply and demand for labor is now global.  That is also a big difference.  In 1970, no China industrial complex, no shipping infrastructure, no Mexican factories either.  Now the economic value of simple work is the global wage, plus local productivity plus the cost of transportation.  It will no sustain itself much higher than that.
threeblindmice
threeblindmice
5 years ago
from memory:
1. women started entering higher education en masse in the 60s and 70s at a time when “muscle work” was being replaced by machines, then computers.
2. “muscle work” became devalued.
3.  women started from a lower base than men, but pay is converging.
4.  apples to apples, there is little to no wage gap between women and men.  The average male worker age is higher than the average woman, the proportions of full time to part time differ, the choice of industry matters.  All of these create the mirage of a like for like gender wage gap.  
5.  family income inequality is partly driven by the associative marriage phenomenon: high status (earning) women marry high status men.  In the past, high status men married less educated, lower earning women.  Old way: high earner + low/no earner.  Now: 2 high earners.  Viola.  PIketty is no longer necessary.
I’d need more convincing to believe that the downward kink is all due to the Fed.
Eddie_T
Eddie_T
5 years ago
Reply to  threeblindmice
Nice work Mish….Great topic.
@threeblindmice…. these are good insights. Number five is a great observation
Also, the need for worker bees in general is going down for men and women, so now we have 2X the number of workers we would have if family trends and the cost of living were what it was  back when labor had real clout…and an ever declining number of jobs for them to compete to fill.
The reason female pay is rising has a lot to do with society trying to raise women up…..but the unintended consequence has been to bring men down a bit…..not that surprising, when you think about it. 
RonJ
RonJ
5 years ago
“This all goes back to Nixon closing the gold window in 1971.”
The peak in the chart goes back to 1967. The gold window closed because of what came before it, just as Volker raised the FED rate to 20% because of what came before it, causing an inflection point that changed the rate of inflation from then, forward, until some 30 years later, the FED rate sat at virtually ZERO.
 
Mish
Mish
5 years ago
Reply to  RonJ
There was a near double top in 1972 or so
anoop
anoop
5 years ago
I refuse to comment on this post.
threeblindmice
threeblindmice
5 years ago
Reply to  anoop
I refuse to acknowledge your comment.

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