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“Higher Education and the Economy”
Remarks at New England Board of Higher Education’s “New
England Works” Summit on Bridging Higher Education and
the Workforce
Eric S. Rosengren
President & Chief Executive Officer
Federal Reserve Bank of Boston
November 7, 2011
Boston, Massachusetts

It is a great pleasure to be with you today. I want to welcome all of you to the Boston
Fed and especially commend all the educators in the room for the work that you do. I benefited
immeasurably from my experience at Colby College as an undergraduate and at the University of
Wisconsin-Madison in graduate school. I am pleased now to have the opportunity to “give back”
to both schools, in that I serve on an advisory committee for the economics department at
Madison, and on Colby College’s Board of Trustees. These experiences give me a window into
some of the daunting challenges that you face, particularly in the current economic environment.
Today I want to spend a few minutes discussing the nexus between what you do as
educators and what I do as a central banker. Like a central banker should, let me first note that
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my comments represent my perspectives, and not necessarily those of my colleagues on the
Federal Reserve’s Board of Governors or the Federal Open Market Committee. Returning to
that nexus between what you and I do, at first glance it might seem as if there is not much
commonality. A case in point – generally when setting monetary policy, we assume we have
little impact on demographic variables including the educational attainment of the workforce.1
Not that such variables are unimportant, by any stretch, because we all know that the educational
characteristics of the workforce play an important role in the dynamics of an economy. A welleducated work force is likely to be more productive, and highly skilled workers tend to have
much lower unemployment rates in economic downturns.
On the other hand, as senior officials at colleges and universities, you likely view
macroeconomic conditions as something you have little control over. You focus instead on key
matters like educating students, worrying about raising funds for the endowments that are a key
ingredient to financial aid, and affording new and engaging educational programs. So while you
might take them as “given,” the recent recession has only highlighted how economic conditions
affect how you go about educating students.
I would like to suggest, however, that what educators do matters to the Fed and what the
Fed does matters to educators. I’ll touch briefly on some of the reasons why.
As you all probably know, the monthly U.S. employment report was released last Friday.
The unemployment rate is now 9.0 percent – a rate that remains stubbornly, and unacceptably,
high. The Federal Reserve has taken unprecedented actions to improve the growth rate in the
economy. But economic “headwinds” – stemming from the previous financial crisis and
concerns about possible future financial shocks – have meant that despite Federal Reserve

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actions, economic growth has been lethargic and job growth has been too slow to make
significant inroads into reducing the unemployment rate.
However, underlying the average unemployment statistics are a vast range of
circumstances, depending on educational attainment.
Today I want to discuss some of those statistics and propose that as you and your peers
are making admissions, financial aid, and retention-program decisions at your schools, you are
powerfully shaping the outcomes for individuals – and society more generally. I also want to
emphasize that institutions represented in this room play an important role in economic
development in the communities in which you are located. There are important synergies
between communities and schools of higher education. Schools are important anchors for their
communities. They provide good and stable jobs for people in the area, and businesses that
support the academic community benefit as well. They also bring in highly motivated students,
some of whom choose to use their education to form businesses in the communities where they
were educated. And of course the schools benefits, in many ways, from their communities.

Educational Attainment and the Work Force
It is stating the obvious, but educational attainment is one of the defining characteristics
of a workforce. Particularly in New England we tend to have highly skilled and highly educated
workers.

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I would like to take just a moment to show how educational attainment is important not
only to individuals, but also to the communities they inhabit. In the current economic
environment, the variation in unemployment by educational attainment is particularly striking.
To begin, let me draw your attention to Figure 1. As a result of a long and severe
recession, the unemployment rate has gone up dramatically for people in all categories of
educational attainment, but no one will be surprised to hear that the levels of unemployment are
dramatically different depending on educational attainment. Those with no high school diploma
are experiencing more than three times the unemployment rate of those with at least a bachelor’s
degree. While the current unemployment rate is 9.0 percent percent, for those with at least a
college education it is only 4.4 percent.
It is important to note that while the level of unemployment has varied by educational
attainment, Figure 1 is not supportive of what economists call a “structural” unemployment
explanation for persistently high unemployment – such as when there are lots of open jobs that
cannot be filled because the available workers have the wrong skill sets for those positions. As
you may know, evidence of a change in the structural level of unemployment has been a matter
of significant debate among economists and policymakers. Figure 1 might provide some
evidence that structural unemployment was a problem if, for example, unemployment had risen
dramatically for lower-skilled workers but there was a shortage of highly skilled workers (that is,
their unemployment rate had fallen).
Stimulating an economy where most of the unemployment is structural would place
additional demand on high-skilled jobs – causing rapid increases in compensation for those

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workers without generating improvement in the overall unemployment rate, as the supply of
highly educated workers would be slow to respond.
But we see quite the opposite right now, because people at all levels of educational
attainment have experienced a substantial increase in unemployment, as shown in Figure 2. In
fact, if one compares the percentage increase in unemployment by category of educational
attainment, it is striking what a high percentage increase in unemployment has occurred in each
category. This is consistent not with the “mismatch” dynamic of structural unemployment but
with a story of weak demand throughout the economy.
On this subject I would recommend a recent paper by economists Bob Triest and Bill
Dickens, presented last month at the Boston Fed’s annual economic conference. They provide
important evidence on employment flows – evidence that is consistent with most of the
unemployment being driven by inadequate demand, rather than structural problems.2
A look at the compensation data in Figure 3 provides additional evidence that structural
unemployment cannot explain the persistently high unemployment rate. If most of the current
unemployment were structural, we would expect to see compensation increasing as employers
bid for scarce high-skilled workers. But as the figure shows, compensation growth has slowed,
and remains quite low relative to compensation over the past 30 years.
Similarly, Figure 4 shows there has been no great divergence in compensation trends
across occupations. If a skills mismatch existed, one would expect wages in the sectors where
supply is short to be accelerating, while wages would be declining in sectors where there was
excess labor supply. We do not see this happening. Growth in compensation for management
and professionals – presumably a higher skilled occupational category – has not shown evidence
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of sharp acceleration relative to occupations that one would presume have somewhat lower skill
requirements, such as work in natural resources, construction, and maintenance.
In fact, Figure 5 presents the increase in labor costs over the past nine quarters (since the
beginning of the recovery) by occupation, and it does not show dramatically different growth in
compensation by job type. In fact, management and professional occupations have seen
compensation grow less than workers in natural resources, construction, and maintenance over
these nine quarters of recovery.
This is just some of the evidence that suggests why the notion of rising structural
unemployment cannot explain the high aggregate unemployment rate we are unfortunately
experiencing. This distinction is very important to the policy response. Of course, for
individuals it should be noted that employment prospects are significantly improved with
educational attainment.
But educational attainment affects far more than just employment prospects. The lefthand chart in Figure 6 shows the relationship between median household income and
educational attainment. While the median income of all households is approximately $50,000,
there are substantial differences based on educational attainment. Those with no high school
diploma have less than half the median income, and those with just a high school diploma (no
college experience) have about three-quarters of the median income. And those with
professional degrees have more than twice the median income.
And the right panel of the figure shows that growth in median income over the past two
decades also varies substantially by educational attainment. For example, those with only a high

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school education have experienced a significant decline in median real income where the most
rapid growth has been for those that have received doctorate or master’s degrees.
Figure 7 shows that educational attainment also translates into significant differences in
net worth. Those with college degrees have more than triple the net worth of those that do not.
Over the last two decades, those with college degrees have had a significant increase in their real
net worth – while in contrast, those with no high school diploma have substantially less net
worth, and their real net worth has declined over the past two decades. Of course, the causation
can work in both directions here, especially with regard to inherited net worth – that is, parental
wealth makes it easier to afford higher education.

The Implications
Figure 8 shows that the U.S. workforce is becoming more educated. There has been a
substantial increase in the number of people in the workforce that have a bachelor’s degree or
higher. Given the employment, income, and net worth differentials shown in earlier charts, it is
not surprising that an increasing number of high school students are realizing that higher
educational attainment is in their interest.
However, underlying this positive trend are sharp differences across racial categories.
Figure 9 shows that educational attainment differs substantially by race. While Asian
individuals have been particularly successful in obtaining college degrees, African-Americans
and Hispanics in the labor force significantly lag in educational attainment. This lack of
education makes it much more difficult for them to maximize their potential, given the evolving
work-force needs in the US economy.
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I think there are a number of potential implications for educational leaders from this
analysis. As you consider whom to admit, how much of an endowment to spend to provide
financial aid, whether financial aid should be in the form of grants or loans, and how those scarce
funds should be allocated, I would urge you to keep in mind that you are making choices that are
not only important for individuals but for society more generally. And I would urge public
policymakers to keep similar notions in mind when they consider budgetary investments in
public and community institutions.
Indeed, income and net worth differences are highly related to educational attainment, as
I have shown. Insuring that children have adequate preparation, from early childhood education
through high school, is critically important. And it is critical that those whose families have
limited financial means are not shut out from the opportunities an education provides. In short,
finding ways to encourage greater educational attainment – particularly for low and moderate
income families and those racial groups that have traditionally been underrepresented – will be
an important determinant of the quality of the U.S. work force and the income distribution in our
country.
Similarly, many of your institutions are in cities that have been hard hit by the economic
downturn and tepid recovery, making it even more important – to a macroeconomic policymaker
– that you reach out to affected communities, and view your institutions as anchors of
community economic development. Certainly the location of this conference, in Boston,
highlights the tangible benefits that can accrue to a community when it has great colleges, and
college leaders that take the development of their communities seriously.

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Finally, I am pleased to note that many schools have become better at bridging their
students to the working world. I would strongly encourage using alumni networks and other
resources to provide students with internship opportunities. A vibrant New England needs a
vibrant work force, and internships can be an important way for communities to attract and retain
top talent.
Helping the region attract and retain talented college students is one reason the Boston
Fed partnered with the Greater Boston Chamber of Commerce to provide a better clearinghouse
for college internships in the Boston area. I would encourage your institutions’ career offices to
direct students looking for internship opportunities to the web site that has been set up.3 We and
our partners hope it will continue to grow and provide many opportunities in the greater Boston
area over time.
I have described the Boston Fed’s research that highlights the important role that
education plays in our regional development. Let me touch briefly on other policy work that we
do and describe what is currently a major concern to us. At the Boston Fed it is central to our
mission to explore ways that U.S. monetary policy – entrusted by Congress to the Federal
Reserve System – can promote maximum employment with stable prices. My own forecast is
that inflation is likely to be below 2 percent over the next several years, in part because of the
very weak labor markets. Given the very weak labor market conditions and the low expected
inflation rate, the Federal Reserve should in my view continue to take action to aggressively try
to reduce the stubbornly high U.S. unemployment rate.
But clearly the Federal Reserve cannot do it alone. Given the sobering macroeconomic
situation, it is important that fiscal policy, controlled by the federal government and the states, do

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its part. It is also important for international policy makers to take actions that provide more
stable world markets. But at the same time, in my view the Federal Reserve should continue to
use the tools at its disposal to boost demand in the economy. And at the same time, we would do
well to work on addressing any impediments to students getting the employment opportunities
that will serve them, their communities, and the macroeconomy.
It is a pleasure to be here with you today, and to take a few minutes to explore the nexus
between higher education and the macroeconomy. Thank you for having me.

NOTES:
1

I am aware, of course, that investment in human capital through schooling may have a degree of sensitivity to
interest rates.
2

See their paper at http://www.bostonfed.org/economic/conf/LTE2011/papers/dickens-triest.pdf. The rest of the
conference materials are available at http://www.bostonfed.org/economic/conf/lte2011/agenda.htm.
3

The website is http://intern.bostonchamber.com/about-chamber-intern-connect/

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Higher Education and the Economy
Eric S. Rosengren
President & CEO
Federal Reserve Bank of Boston
New England Board of Higher Education
November 7, 2011
EMBARGOED UNTIL MONDAY, NOVEMBER 7, 2011 AT 8:30 A.M. U.S. EASTERN TIME OR UPON DELIVERY

www.bostonfed.org

Figure 1
U.S. Unemployment Rate for Population
Age 25 and Older by Educational Attainment
January 1992 - October 2011

Percent
18

1

This
Less than High School Diploma
High School Diploma, No College
Some College or Associate's Degree
Bachelor's Degree or Higher

16
14
12

1

1

10
8

0

6
4

0

2
0

0

Jan-1992
th

Jan-1995

Jan-1998

Jan-2001

Recession

Source: BLS, Census Bureau, NBER / Haver Analytics

Jan-2004

Jan-2007

Jan-2010

Figure 2
Changes in Unemployment Rate
by Educational Attainment
Unemployment Rate
Education Attainment

Business Cycle Peak
December 2007

Current
October 2011

Peak-to-Current
Percent Change

Less than High School Diploma

7.7%

13.8%

+ 79%

High School Diploma, No College

4.7%

9.6%

+104%

Some College or Associate’s Degree

3.8%

8.3%

+118%

Bachelor’s Degree or Higher

2.1%

4.4%

+110%

Note: Figures are for population age 25 and older
Source: BLS, Census Bureau / Haver Analytics

Figure 3
Employment Cost Index for Civilian Workers
1983:Q1 - 2011:Q3

Percent Change from Year Earlier
7

1

6
1

5
4
3

1

0

2
0

1
0
1983:Q1 1986:Q1 1989:Q1 1992:Q1 1995:Q1 1998:Q1 2001:Q1 2004:Q1 2007:Q1 2010:Q1
Recession

Source: BLS, NBER / Haver Analytics

0

Figure 4
Employment Cost Index for Civilian Workers
by Occupational Group
2007:Q1 - 2011:Q3

Percent Change from Year Earlier
5
Management and Professional
Sales and Office

4

Natural Resources, Construction and Maintenance
Production, Transportation and Material Moving
Service Occupations

3
2
1
0
2007:Q1

2008:Q1

Source: BLS / Haver Analytics

2009:Q1

2010:Q1

2011:Q1

Figure 5
Employment Cost Index for Civilian Workers
by Occupational Group
2009:Q2 - 2011:Q3

Percent Change
6
Nine Quarters of Current Recovery
(2009:Q2 - 2011:Q3)

4

2

0
Total

Management and
Professional

Source: BLS / Haver Analytics

Sales and Office

Natural Resources,
Production,
Construction and Transportation and
Maintenance
Material Moving

Service
Occupations

Figure 6
Median Real Household Income by
Educational Attainment: Level and Change
2010 Level and Percent Change from 1991

Level

Percent Change
Doctorate Degree

Doctorate Degree

Professional Degree

Professional Degree

Master's Degree

Master's Degree

Bachelor's Degree or More

Bachelor's Degree or More
Bachelor's Degree

Bachelor's Degree

Associate's Degree

Associate's Degree
Some College

Some College

High School Diploma

High School Diploma

Some High School

Some High School

No High School

No High School
Percent Change
1991 - 2010

Thousands of 2010 Dollars

Total
0

50

100

Thousands of 2010 Dollars

150

-15

-10

-5

Total
0

5

10

Percent Change

Source: Census Bureau (Annual Social and Economic Supplement to the Current Population Survey) / Haver Analytics

Figure 7
Median Value of Net Worth for
Families with Holdings by Education of Head
1989 and 2009

Thousands of 2007 Dollars
250

1989

2009

200
150
100
50
0
No High School
Diploma

High School Diploma

Some College

College Degree

Note: 2009 figures are estimates based on a follow-up survey of 2007 families and use education of head in 2007
Source: Federal Reserve Board, Survey of Consumer Finances

Figure 8
Educational Attainment of Labor Force
Age 25 and Older
1992 - 2010

Millions of Workers
140
120

Bachelor's Degree or
Higher

100
Some College or
Associate's Degree

80
60

High School Diploma,
No College

40
Less than High School
Diploma

20
0
1992

1996

2000

Source: BLS, Census Bureau / Haver Analytics

2004

2008

Figure 9
Educational Attainment of Labor Force
Age 25 and Older by Race and Ethnicity
2010

Percent
60
Less than High School
Diploma

50
40

High School Diploma,
No College

30
Some College or
Associate's Degree

20
10

Bachelor's Degree or
Higher

0
White

Black

Source: BLS, Census Bureau / Haver Analytics

Asian

Hispanic