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Steven Strauss

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The Connection Between Education, Income Inequality, and Unemployment

Posted: 11/02/11 12:50 PM ET

High and rising income inequality in the United States has recently been widely commented upon. What has not been as widely discussed is the role educational attainment has played in these disparities. Indeed, America is in some ways two different countries economically, segregated by educational achievement.

Table 1 below shows a significant relationship between income levels and educational attainment. Basically, the higher the education level, the higher the income. For example, people with professional degrees earned 6x as much as people who did not graduate from high school (in 2009: $128,000 vs. $20,000).

However, this is not just an income effect. Table 2 demonstrates that US unemployment rates and educational attainment are also strongly related to each other. The better educated the group, the lower the unemployment rate -- and this striking result is consistent over a ten-year period and is highly significant. These figures strongly suggest weak demand in our economy -- over a long period -- for less educated workers, and greater demand for more educated workers. Even assuming an imperfect labor market, this indicates rising wages for workers in demand (high educational attainment), and weak-to-flat wages for workers not in demand (low educational attainment).

At the extremes, if you have less than a high school education, you've spent the last 10 years in a recession -- with the lowest unemployment rate being 7%, and the highest reaching 15%. If you have a four-year college degree and at least some graduate school, recessions have been mild -- with current unemployment rates of 4.5%, compared to an overall rate of 9%.

In many ways, our two economies have created two separate societies. Those with low educational attainment drift permanently between recessions and depressions, with little stability. Those with high educational attainment experience increased wealth, only mild recessions, and interesting projects with personal growth.

Additionally, these numbers suggest that our lack of highly-skilled knowledge workers is a major binding constraint on the growth of the American economy. In 2006 and 2007, unemployment rates for the highly-skilled group were as low as 2% -- a figure viewed as basically beyond full employment. These results also imply that further economic growth in 2007 would have resulted in even higher wages (and more income inequality) for the more highly educated group.

Interestingly, it appears that high school students are already reacting to these price signals from the market. In 2000, 63% of high school completers enrolled in college. By 2009, this number approached 70% (SAUS, Table 276).

Some potential policy implications:

  1. Finding employment for older workers with limited educational attainment may be challenging. A significant number of people may prematurely withdraw permanently from the labor force.
  2. The next cyclical economic upswing will likely again see shortages of highly-skilled workers. Visa reform allowing increased importation (or retention) of 'top talent' would greatly benefit our economy, by reducing a major constraint on economic growth.
  3. Most flat tax proposals appear to only increase income inequality (by lowering taxes for higher income groups) without addressing the structural unemployment issues.


With due respect to our presidential hopefuls -- flat taxes, regulatory reform and fiscal austerity don't address a major cause underlying income inequality and unemployment. Instead, their proposals might just make things worse.


Table 1: Mean Earnings by Highest Degree Earned, $: 2009 (SAUS, table 232)

2011-11-02-Screenshot20111102at11.52.53AM.png


Table 2: Unemployment Rates by Educational Attainment, % (BLS)

2011-11-02-Screenshot20111102at11.50.09AM.png


Notes: All amounts are in real terms; SAUS (Statistical Abstract of the United States) published by the US Census Bureau.

Steven Strauss was founding Managing Director of the Center for Economic Transformation at the New York City Economic Development Corporation. He will be an Advanced Leadership Fellow at Harvard University for 2011-2012. He has a Ph.D. in Management from Yale University. Follow him on Twitter @steven_strauss.

 

Follow Steven Strauss on Twitter: www.twitter.com/steven_strauss

 
 
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06:39 PM on 11/07/2011
I'm very good at integral and differential calculus.I can certainly name the four forces of the universe. But, I drew a blank at Advanced Leadership Fellow. Larry Summers was corect
11:14 PM on 11/02/2011
Big deal, a college grad doubles what a high school grad makes. Everybody gets that. The important question is what has happened with the vast wealth created over the last 30 years. Productivity advances on the one hand allow businesses owners to make more with less payroll, and at the same time bankers made a fortune managing all that excess capital. Less payroll, more capital, less demand for goods, less employment.... of course it will hit the least educated the hardest. But if everyone had a PHD, the result would be the same.
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ImmanuelGoldstein
Founder of the "Brotherhood"
04:02 AM on 11/03/2011
And indeed that is the whole fallacy of the argument. If I were a genie and granted everyone a degree with a wave of my hand , does it follow that jobs will sudden appear for them?
02:43 PM on 11/03/2011
We should really be asking why it's no longer feasible to get an affordable living wage job without a college education. Why are we forcing people to spend 20, 30, 40, and + thousands of dollars to get a college education that many already can't afford.
Additionally, doesn't it make sense that people who "make more money" have college educations? This is merely a reflection of the class which can most easily put itself through a 4(+) year college program and walk out with a decent level job, which they've probably been afford through some interpersonal relation established, in some proximity, due to their families wealth and standing.

The upper strat's of the system have always been cherry rigged. They've just duped millions of people that they might have access too them too through an institution (which they manage) like education.
08:09 PM on 11/03/2011
I agree, 'education as an equaliser' fails for the exact same reason the SEC fails to make investing equitable: they both presuppose a level playing field that is the complete antithesis of reality.
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jeanrenoir
10:50 PM on 11/02/2011
Most American parents are simply TERRIBLE at making sure their kids study hard, make great grades, and get excellent educations, the kids' only hope in an ever more ruthlessly competitive world in which the dumb and uneducated kids are going to be road kill for the successful ones.
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MarioFZ1
Welcome to the henhouse
10:32 PM on 11/02/2011
That's all fine and dandy, but not the whole picture.....they just haven't figure out how to outsource white collar jobs...yet. Of course the country still will need doctors, lawyers, etc. The manufacturing jobs are all practically gone, so it begs the question....not everybody is cut out for a second round of education, so what do we do with the people that are not professionals?....is it really their fault that they can get job.?...specially one that pays a living wage? Or are we going to buy on that GOP mathematical impossibility that the 99% can be part of the 1% if they work hard?
09:16 PM on 11/02/2011
Thanks for these stats. The unemployment picture is even more troubling as the cost of education in both public and private universities rises without check http://bit.ly/vDZ45q
08:16 PM on 11/02/2011
Two major things can be done to help this problem. For one, post secondary education needs to be more affordable, or the cycle of poverty will continue. If A high school diploma is no longer enough to make a living, post secondary education needs to be more accessible. Secondly, and perhaps more importantly, high school needs to be more... useful. Getting everyone into post secondary education is impossible in the near future, so high school needs to offer real skills to people who will be going right to work.
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jeanrenoir
10:52 PM on 11/02/2011
Most American kids are doomed in the new world economy because they are so poorly educated. Until American parents work like Tiger Moms, or Jewish immigrant parents a century ago, to make SURE their kids work their butts off in school, the kids will be economically doomed in the 21stC global economy. Simple as that.
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ImmanuelGoldstein
Founder of the "Brotherhood"
04:03 AM on 11/03/2011
Offshoring has very little to do with education and everything to do with wage differentials.
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montanasian
Still trying to make it up the learning curve.
10:51 PM on 11/03/2011
You are so correct. Americans, in general, have been led down this rosy path that they are number 1 when in fact they are no. 14, 24, 31 in the important categories such as math and science in comparison with other industrial nations. We have become the europe of twenties and thirties in they relished that they were the epicener of the world when in fact it was thinly disguiesed mask that gave rise to the Hitlers of the world. We are in trouble!
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CMontalvo
stranger in a strange land
08:09 PM on 11/02/2011
Finally an article that acknowledges what should have been apparent to most all along. The decline of the middle class has less to do with the top 1% "stealing" all the wealth for themselves and more to do with the fact that those having less than a college degree are simply no longer competitive in a global economy...certainly not if they expect a middle-class living standard.

Much was made of a report last week showing that the top 1% of income earners had income growth of 275% over 32 years, compared to only 80% for the middle 60% and 40% for the bottom 20%. But what they failed to acknowledge was that the "income spike" for those at the top amounted to only 3.2% per year, compounded. That probably didn't even keep them up with inflation! So it ain't the rich making a killing. It's the lower income levels that are not keeping up.

A report yesterday showed 34% of 3rd and 4th graders scoring proficient. The dropout rate is the highest it's ever been and many HS grads are functionally illiterate.

As Pogo famously said, "We have met the enemy and he is us."
07:28 PM on 11/02/2011
It is a terrible economy out there now. An education helps, but is not enough. My Ph.D. in materials science / metallurgy would not help much, but fortunately I moved into computer security more than 20 years ago. So I am still hanging in - and need to for another 10 years to get my youngest through college.

What the author didn't point out, and what is probably far more important, is that the children of highly educated parents grow up in far more stable and supportive environments (lower unwed mothers, lower divorce, lower poverty, more emphasis upon education) and are far more prepared to achieve in schools that the children of less educated parents (higher unwed mothers, higher divorce, higher poverty, higher instability, less emphasis upon education).
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Steven Strauss
08:38 PM on 11/02/2011
Thank you for your comment. And, you raise a very good point, access to higher education is not available equally to everyone, and home life is a significant factor on education.
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gateking
09:03 PM on 11/02/2011
Actually the commenter didn't say anything about access to education.
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07:03 PM on 11/02/2011
It's a good idea to remember that the fact that college graduates often end up working in a different field to the one they majored in, is a testament to the mental adaptability that higher education imparts.
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CMontalvo
stranger in a strange land
07:55 PM on 11/02/2011
So true. In my case, a BS in engineering and an MBA in marketing/finance from UCLA resulted in a career in...what else? Human resources!

And my first job out of college was driving a taxi...for a YEAR. This isn't the FIRST recession to hit the US. Despite all that, I retired at 55 with more money than I'll ever spend. "Adaptability" can really pay off!
06:52 PM on 11/02/2011
There are an awful lot of us with very high educational attainment, but no correlated employment/income improvements. Part of this is the student loan debt issue. One may be highly educated, and have a decent income, but that does not equal greater wealth when student loan payments are taken into account. Then there is the hard fact that there have been, for the last several years, more newly-minted graduates than there are positions. PhDs are working the bookstore counter, the bike repair stand, waiting on you in restaurants, not earning enough to make full payment on their loans. There are many like my husband and myself, who embarked on a degree 20 years ago and planned to get graduate degrees and teach at the college level. We were assured that this was a good and safe route, as there were a large number of professors slated to retire. Great, except that with funding cuts and rising salaries among administrators, there were fewer and fewer tenure track positions. Our local community college this year eliminated 1000 classes. There are more adjuncts taking the classes that used to be taught by tenured, salaried professors. If one is incredibly fortunate, there will be a job that will allow a better standard of living at the end of the process, after loan payments are made.
I wouldn't go the college route again, based on the experience I've had of being more in poverty WITH a degree than I ever was without one.
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gateking
09:04 PM on 11/02/2011
The facts suggest that your situation is far from the norm. On average, unemployment is much lower among the highly educated and compensation is much higher.
01:53 PM on 11/06/2011
I know many folks with whom we went to college who are in similar situations. Averages don't represent anything in reality. The average number of children in a family is 2.7. What exactly is a .7 child? The average income is high because some make really a lot, and it pulls the average number higher than the majority of people have. If a few make 300,000 and the average is 65,000 that means many make around 19,000.
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umen
Proud 47%er; I earned that.
06:39 PM on 11/02/2011
This is all well and good, but in the current economic situation, I'm finding that my bachelor's degree does not outweigh my age (over 60) as a factor in my employability. I always believed that a BA would stand me in good stead when looking for work, but right now, when there are 100 people applying for every job opening in my community, I am constantly being passed over for younger applicants. It's a shame, because I know that what I have lost in speed and energy level is more than made up for in experience and knowledge. But you can't convince employers of that in a 5 minute interview.
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CMontalvo
stranger in a strange land
07:57 PM on 11/02/2011
Maybe your problem is too narrow a scope, looking only in "your community". In a labor market like this, you look at EVERY job, EVERYWHERE before you start blaming age discrimination.
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gateking
09:06 PM on 11/02/2011
You look very young in your picture!
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mlaiuppa
Pres. Sarcasm Society. Like we need your approval.
05:14 PM on 11/02/2011
The Economic Policy Institute publishes an ongoing policy brief on the gap in wages between public-school teachers and better-paid private-sector workers with similar college degrees. Since 1996, that difference, or “wage penalty,” has increased from a 4.3 percent difference to 12 percent last year. Among men, the wage disparity increased from 15 percent to 23 percent in the same period.

Researchers for the same organization wrote in September 2010 that public-employee compensation in general lags behind the private sector, to the tune of nearly $23,000 for bachelor’s holders and $33,600 for those with a master’s.
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05:11 PM on 11/02/2011
As long as politicians and voters respond like the rest of us don't expect much progress in income redistribution or education reform. Strauss wants progress. The people want bad guys and good guys. Democrats and Republicans are me and you sitting in the orchestra.

At what point do diminishing returns impact voting? Sure Democrats are the better choice for education and progress but their answers are so far from where we need to be that Occupy Anything seems better. The answer is obvious. Power will be manipulated by money.

Education is a lamb. Girls and futurists care. If it mattered there'd be a Dept of Endangered Brains.
nothingchanges
too soon old, too late smart
05:04 PM on 11/02/2011
If a High School education is no longer adequate to obtain a living wage, why does public funding for education stop at grade 12?

When only the wealthy can afford a higher education for their children, only the children of the wealthy will thrive.

Sounds like a plan to me, and it looks like it's working............................
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CMontalvo
stranger in a strange land
08:16 PM on 11/02/2011
Part of the problem is that a high school education TODAY is NOT what it was in the past...social promotion, grade inflation, inept teachers who can't be dismissed for cause, teachers paid for education rather than merit, trendy teaching techniques which lack proven results, discontinuance of industrial education courses, the highest dropout rates EVER and HS grads who are functionally illiterate. Fix THOSE things and those who can't afford college likely wouldn't need it to earn a living wage.
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gateking
09:09 PM on 11/02/2011
Don't disagree with most of what you said, but I think there is a bigger issue. The proportion of the society that not only doesn't value education but abuses those in the community who attempt to excel, has grown to be a much larger share.
08:02 PM on 11/03/2011
Education is today is not what it was. We teachers are expected to prepare ALL students for college, we have trendy teaching techniques rammed down our throats and are expected to comply with conflicting and educationally harmful practices before we ever see a raise. Please realise that social promotion, grade inflation and discontinuance of industrial education courses are examples of pressures we respond to, not our agenda. The vast majority of teachers care, do what they can, and put up with crusaders insulting us as a bonus. BTW, I've never seen a school have much trouble getting rid of lousy teachers, please quit throwing that blanket over us all.
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des946
Consultant
04:22 PM on 11/02/2011
There has never been any 100% guarntees of a degree, even a PHd, in getting a high paying job. As I recall, the statisticcs used to be that 90% of people with degrees wind up working in a business that is dfferent from their study major. a lot in life has to do with luck, timing, and bing in the right palce at the right time. People who put themselves into horrific debt getting degrees are foolsih; and no one, not even society in general, owes them anything. If these people had any common sense they would not put themselves so deeply in debt as they start their adult careers.

We as a society do not "owe it to ANY students" to "forgive ANY of their tuition debts". If they were truly intelligent people with COMMON SENSE they would not have put themselves into the position of such heavy debt without a reasonable expectation to be able to pay it off. We, as a society, do not owe ANY of them ANYTHING . . . like their parents and their ancestors, they are resposible to handle their won finances and their adublt lives, INCLUDING the indebtedness that they incor of their own volition. It would be morally CRIMINAL to expect "society" to bail them out . . . what about those pwople who didn't foolishly incur such indebtedness? Would we then owe them an equal amount for having been prudent about NOT going into debt for tuition?
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06:56 PM on 11/02/2011
Actually, we don't seem to owe those "people who didn't foolishly incur such indebtedne­ss" any welfare support either, when they experience the almost-inevitablely higher level of unemployment associated with lack of education.

You may consider it criminal to expect "society" to bail them out too. In fact, it would appear that only the obscene losses made by the finance sector deserves forgiveness for their foolishly incurred indebtedness.