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Spring 2016
Volume 7 Number 1

F refront
New Ideas on Economic Policy from the FEDERAL RESERVE BANK
of CLEVELAND

State of Employment:

Are Fourth District
Labor Markets Tight?

The people on both sides of any paycheck have a
vested stake in what’s changing in the labor market,
but for different reasons.

INSIDE:
The Innovation Roundtable: A Discussion of Growth in Northeast Ohio • Banking on the Cross-Sale • The Adversary Will Get In

F refront
New Ideas on Economic Policy from the FEDERAL RESERVE BANK
of CLEVELAND

		Spring 2016

Volume 7 Number 1

		CONTENTS
1	Presidential Pulls
2	Upfront

According to the March Beige Book, the Fourth District’s outlook is mixed;
Cleveland Fed representatives discuss regional concerns with Common
Good Ohio.

3	Banking on the Cross-Sale

Relationship banking is growing in popularity, and bank examiners expect
bankers to address resultant risks.

From the cover

6	
State of Employment:
Are Fourth District Labor Markets Tight?

		
Unemployment numbers have fallen, but compensation levels haven’t risen
equally across job sectors.

10 	The Adversary Will Get In

The Cleveland Fed is working with Northeast Ohio organizations to strengthen
the region’s cybersecurity measures.

10

15		State of the State: Pennsylvania

Pennsylvania’s employment growth in 2015 trailed the national growth rate.

18 	
Eastern Kentucky: A Region in Flux

		
Changes in eastern Kentucky’s coal production have led to increasing societal
difficulties. Part 1 of a 4-part series.

23 Research in the Works

18

24

24 The Innovation Roundtable:
A Discussion of Growth in Northeast Ohio
		

What does innovation mean for economic growth in Northeast Ohio?

28 Intersections of Place, Productivity, and Profit
		
		

28
The views expressed in Forefront are not necessarily those of
the Federal Reserve Bank of Cleveland or the Federal Reserve
System. Content may be reprinted with the disclaimer above
and credited to Forefront. Send copies of reprinted material to
the Corporate Communications and Engagement Department
of the Cleveland Fed.

Stuart Rosenthal sheds light on why businesses locate in tall buildings and
urban centers and how policymakers can use that knowledge.

32 From Coal to Craft:
Eastern Kentucky’s Changing Economy
		
		

We explore creative placemaking as a method of reviving eastern Kentucky’s 		
economy and communities. Part 2 of a 4-part series.

36 Financial Stability Work Continues
		

Read highlights of the third annual Financial Stability Conference.

President and CEO: Loretta J. Mester
Editor/Writer: Tasia Hane-Devore
Writer: Michelle Park Lazette

Forefront
Federal Reserve Bank of Cleveland
PO Box 6387
Cleveland, OH 44101-1387

Contributors:
Bonnie Blankenship
Jessica Ice
Matt Klesta
Karen Malec
April McClellan-Copeland
Christopher Vecchio
Guhan Venkatu

forefront@clev.frb.org
clevelandfed.org

Design:
Parente-Smith Design Inc.

Mark Schweitzer,
Senior Vice President, Outreach and
Regional Analytics
Lisa Vidacs,
Senior Vice President, Corporate
Communications and Engagement
Marilyn Wimp,
Vice President and Public Information Officer,
Corporate Communications and Engagement

Presidential Pulls
Loretta J. Mester, president and chief executive officer of the Federal Reserve
Bank of Cleveland, has spoken frequently in recent months about her views
on the strengthening labor market and data-dependent policymaking. Here is
some of what she’s had to say.

IMPROVING CONDITIONS
“Until we see further evidence to the contrary, my expectation
is that the US economy will work through the latest episode
of market turbulence and soft patch to regain its footing
for moderate growth, even as the energy and manufacturing
sectors remain challenged.”
—From a speech in New York, New York, February 4, 2016

ACCOMMODATIVE POLICY
“The actual path the fed funds rate will follow will depend on
the economic outlook as informed by incoming information, but
according to the FOMC’s [Federal Open Market Committee’s] 		
current assessment of the outlook, monetary policy is expected
to remain accommodative for some time to come, with rates 		
expected to move up only gradually to more normal levels.”
—From a speech in San Francisco, California, January 3, 2016

DATA-DEPENDENT POLICYMAKING
“Oil prices cannot continue to decline indefinitely, nor can the
dollar continue to appreciate forever. At some point, both
will regain some stability and the effect of previous changes
on inflation will dissipate. As that happens, with inflation
expectations remaining stable and economic growth continuing,
it is reasonable to expect that inflation will move back slowly
to 2 percent; it just might take a bit longer now.”
—From a speech in New York, New York, February 4, 2016

RESILIENCY
“[T]he message I take from US economic performance is that
despite financial market volatility, despite the pain inflicted
on the energy sector from falling oil prices, and despite the
relatively weak growth abroad, the US economy has proven to
be remarkably resilient.”
—From a speech in New York, New York, April 1, 2016

HOUSEHOLD BUDGETS
“The fact that consumer lending is rising is an indication
that, in general, consumers are feeling pretty positive about
their earnings prospects. This is a very reasonable view,
reflecting the cumulative progress that has been made in
the labor market.”
—From a speech in Sarasota, Florida, February 19, 2016

STRENGTHENED COMMUNICATIONS
“[In] my view, an important goal of FOMC [Federal Open
Market Committee] communications is to explain the rationale
of our decisions to the public so they will have a sense of
how policy is likely to change, in response not only to expected
changes in economic conditions but also to unforeseen
changes in conditions. I believe that the FOMC statements
have been evolving along these lines.”

STEADYING THE PACE
“I wouldn’t be surprised if the pace of job gains slowed somewhat, based on demographics and the stage of the business
cycle, but the gains should be strong enough to put additional
downward pressure on the unemployment rate and support
broader acceleration in wages.”
—From a speech in Sarasota, Florida, February 19, 2016

—From a speech in Sarasota, Florida, February 19, 2016
F refront

1

Upfr nt
Beige Book Updates
The Fourth District’s outlook is
once again mixed, according to
contacts consulted for the March
2, 2016, Beige Book, a report
that summarizes commentary
regarding current economic
conditions. While there’s been
some improvement in consumer
spending and general retailing
across the region, which comprises
Ohio, western Pennsylvania, the
northern panhandle of West
Virginia, and eastern Kentucky,
manufacturing is becoming a tale
of 2 supply chains.
The first 8 months of 2015 saw
disappointing results for general
retailers, but since Labor Day
weekend, same-store sales have
been increasing, and retail contacts’

outlook is more upbeat, though
mixed. Of note is that consumer
shopping preferences are shifting
from brick-and-mortar stores to
ecommerce outlets and mobile
technologies. And while consumers
appear to be gaining confidence
that lower energy prices may be
more than transitory, it may take a
year or longer of low energy prices
for people to start spending with
more confidence.
Manufacturers are experiencing
a mixed bag, as well, depending
on whom they are supplying. The
low energy prices help to maintain
manufacturing margins, but they
haven’t completely offset the
impact of the strong dollar. Those
manufacturers whose final products

are sold primarily to industrial
customers and to international
markets have been experiencing
flat to sluggish growth. In contrast,
suppliers to the motor vehicle,
construction, and aerospace
industries are seeing elevated activity.
The Beige Book covers 6 industry
sectors—manufacturing, real
estate and construction, consumer
spending, banking, energy, and
freight transportation—and is
published by the Federal Reserve
Board of Governors 8 times per
year. For the current Beige Book,
as well as archived releases, visit
federalreserve.gov/monetarypolicy/
beigebook. ■
— Tasia Hane-Devore

Connecting with the Community
In a meeting that grew out of a
connection on Twitter, Cleveland
Fed President Loretta J. Mester
met with members of 3 groups
on January 14, 2016: Common
Good Ohio, The Center for
Economics and Policy, and Policy
Matters Ohio.
Paul Kaboth, vice president and
community affairs officer, said
that Mester and members of
Community Development listened
to the nonprofit advocacy and
policy research organization
representatives, who covered
such topics as the strength of
the economic recovery, Federal

2

Spring 2016

Open Market Committee policy,
Federal Reserve System
governance, and the selection
of Reserve Bank presidents and
directors. Conversation about
organizing a meeting began over
the groups’ Twitter accounts.
“Under [President Mester’s]
leadership, we are committed
to listening to the widest range
of voices on the governance
and performance of the Federal
Reserve System and our Bank,”
Kaboth said. “We communicated
this sentiment to our visitors, who
welcomed our response. We may
not always agree, but we are

interested and willing to listen—
not only to our supporters, but
also to our critics.”
The Bank was pleased to meet
with Common Good Ohio and had
been attempting to do so since
June 2015. The group is aligned
with others that comprise Fed Up,
a movement that advocates for
low interest rates, full employment,
and other issues. ■
— April McClellan-Copeland

[

]

Banking on the
Cross-Sale

As financial institutions reach to do more business with existing
customers, Cleveland Fed examiners say institutions must keep an
eye on growing concentrations and the risks they pose.

It’s clear in billboard ads, help-wanted
descriptions, and financial institutions’
publicly disclosed strategies: Banks
are hungry to be the one-stop shop
for their customers.
The strategy is called “relationship
banking,” a way of doing business
that can both reduce risk and
increase it, Cleveland Fed banking
supervisors say.
For many firms, it’s meeting a
customer’s needs across multiple
financial products, for example,
having a business owner’s commercial
checking account plus his or her
mortgage, investment account,
and more.
The desire for multiple-touch-point
customer relationships isn’t new, but
Federal Reserve Bank of Cleveland
examiners say an increasing number
of institutions are spending more
resources and hiring relationshipfocused personnel to achieve it.

Heightened competition is one
reason. The low interest rate operating
environment is another.
“Many banks are trying to grow to
realize operating efficiencies,” says
Jenni M. Frazer, a Cleveland Fed
vice president. “There’s more
competition, but still a relatively
finite pool of customers.
“It used to be that customers just
came to banks,” she adds. “But
now, banks have had to get better
at sales and marketing. More
recently, the low interest rate
environment has certainly made
that more important. Banks are
spending money in ways that they

Michelle Park Lazette
Staff Writer

hadn’t before to get a greater share
of the customers’ relationship.”
And that investment is unlikely to
slow in the near term: Frazer and
other supervisors say relationship
banking is a strategy they expect will
have staying power based on what
they glean in the course of their
regulatory work.

Making 1 call instead of 7
The Cleveland Fed supervises
270 financial institutions
headquartered in the Fourth
Federal Reserve District, which
covers Ohio, western Pennsylvania,
the northern panhandle of West
Virginia, and eastern Kentucky.

Banks are spending money in ways that
they hadn’t before to get a greater share
of the customers’ relationship.
Jenni M. Frazer
F refront

3

[

]

Cross-functional conversations and
expertise are important as banks deepen
relationships with single customers, be
they individuals or businesses.
Banks in the District are among
those deploying relationship
banking strategies.
Cleveland-based KeyCorp describes
the practice in its 2015 annual
report: “Our 2015–2016 strategic
focus is to grow by building enduring
relationships through client-focused
solutions and service. We intend
to pursue this strategy by growing
profitably; acquiring and expanding
targeted client relationships; [and]
effectively managing risk and rewards.”
Columbus-based Huntington
Bancshares Inc. discloses in its 2015
report that a key strategic emphasis
is “for our business segments to
operate in cooperation to provide
products and services to our
customers and to build stronger
and more profitable relationships.”
A specific objective? To target
prospective customers who may
want multiple products and services
with the bank.
Pittsburgh-based PNC Financial
Services Group Inc., too, identifies
in its most recent annual report that it
seeks revenue growth by “deepening
our share of our customers’ financial
assets, such as savings and liquidity
deposits, loans and investable assets,
including retirement assets.”
When customers have multiple
touch points with one institution,

“they tend to stay with you longer,”
says Kip Clarke, executive vice
president and Cleveland market
president for KeyBank.
Kurt Kappa, senior vice president
and market leader for the Northeast
Ohio region for Westfield Bank,
agrees that a many-pronged
relationship leads to likelier client
longevity. Following 2 recent
acquisitions, Westfield Centerbased Westfield Bank has hatched
and is deploying plans to expand
the relationships it has with its
broadened customer base.
“Everybody’s flush with capital,”
Kappa says of banks. “Everybody’s
fighting for the same customer.
Keeping those customers is easier
if they have multiple products with
you. If you have your checking
account [with one bank] and your
direct deposits, your car loan, your
mortgage loan, it’s a lot harder
to switch overnight. It’s more of a
hassle to go to the other bank.”
And, Kappa asserts, relationship
banking strategies can save marketing
dollars, too.
“You already know that current
customers are qualified or not
qualified, so you’re not wasting your
time going out to the masses,” he
explains. “You have specific knowledge
of their creditworthiness, their

Everybody’s fighting for the same
customer. Keeping those customers
is easier if they have multiple
products with you.
Kurt Kappa

4

Spring 2016

income. You can see what kinds
of accounts they have at your bank.
It’s more profitable all around.”
Increased profitability is a definite
advantage in doing more business
with existing customers, Clarke notes.
“Instead of calling on 7 different
clients, if we’re working with that
1 client in 7 different ways, it’s fewer
meetings, it’s deeper relationships,”
Clarke says. “It’s geometrically
more profitable. If you do 2 or 3
more products for 1 client, your
profitability is more than just 2 or
3 times greater.”
For the small-business owner,
consultation on various products
and services is a real value-add
delivered through the relationship
banking strategy, according to Glenn
D. Leveridge, market president for
the Winchester market of Central
Bank, headquartered in Lexington.
He cites the example of a new
commercial client for whom Central
Bank is now handling credit card
processing, direct payroll, and more,
freeing up the businessman to focus
on his core business.
“‘Now I can do what I do best,’”
Leveridge quoted the businessman
as saying. “‘I don’t have to worry
about this stuff.’”

Two sides to the coin
While bank examiners note that
bankers’ having multiple eggs in a
single customer basket can increase
risk, they say it can improve risk
management, too.
“The focus on relationship banking
can reduce risks for particular
institutions because with relationship
banking, the bank focuses on really
knowing the customer, knowing
their needs, knowing their profiles,”
Frazer notes. “So the banks know
things like deposit activity, cash flow

For the small-business owner,
consultation on various products
and services is a real value-add.
Glenn D. Leveridge

transactions. It should allow for a
more accurate customer profile, risk
assessment, and better pricing for
what the risk of that customer is.”
The assumption therein, however,
is that the institutions deploying
relationship banking strategies have
the capability to connect all of those
dots and are doing it, Frazer says.
That’s particularly important in
the current landscape of increased
bank mergers and acquisitions
because those doing deals are at risk
for acquiring new customers they
don’t know.
“From a supervisory perspective, if
you’re going to focus on relationship
banking, we expect you to have the
infrastructure to really know the
customer, to have information to
aggregate the exposure and aggregate
the risk, to have the right tools to
price that risk, and, if you don’t like
what that risk profile is telling you,
to move that customer out of the
bank,” she explains. “One big risk
is if a bank isn’t able to quantify and
aggregate its total exposure to a
customer, then the bank is at risk
of having a greater exposure to a
customer than what it wants or
should have.”
Banking supervisors also are
watchful that banks maintain the
appropriate tolerances and limits,
adds Anulekha Mohanty, a
Cleveland Fed supervisory examiner.
“Sometimes through relationship
banking where you have more
information around a client there

can be a tendency to think, ‘Hey, I
understand the client,’ and there can
be the willingness to take exceptions
[when it comes to underwriting],”
Mohanty says. “We are keeping the
pulse of whether there is loosening
of underwriting practices.”
Cross-functional conversations
and expertise are important as banks
deepen relationships with single
customers, be they individuals or
businesses, sources say.
“No longer is risk going to be siloed
in 1 portfolio,” Mohanty explains.
“To do a good job of understanding
the global risk of that particular
customer, let’s say a retail customer
with private banking needs, both
sides need to talk through the risks
presented. The risk that the client
brings forth from a private banking
perspective may be different than
[that from] a mortgage perspective.
It is important to ensure risk
is evaluated holistically and for
any correlations.”
KeyBank’s Clarke is among those
who say relationship banking can
mean a financial institution better
manages risk.
“I would argue that if you have
deeper relationships with your
clients that you understand your
risks better,” he says.
Central Bank’s Leveridge agrees.
“If I’m a good personal banker, I’m
going to have access and see every
product and service that you have
with me,” he explains. “Wouldn’t

that be better if I’ve got them and
can monitor them rather than you
having other products elsewhere?”
There are other risks to mitigate
beyond client concentrations.
A sharpened focus on relationship
banking poses cultural and
operational risks, too, Clarke adds.
For one, transitioning a banking
team from product-focused to
relationship-focused, a switch
which can entail directing “product
people” not to call on clients because
relationship managers will, can cause
friction between bank employees.
Plus, when one person or one team
is tasked with delivering varied
solutions to one customer, the setup
can require additional cross-product
and cross-services training.
Another matter that banks need
to address is how people are
compensated, he says.
“Suddenly, you have a bunch of
people who are used to selling in one
way, and they’re thinking, ‘How do
I get paid here?’” Clarke explains.
“You’ve got to work through that.” ■
SUM AND SUBSTANCE
As relationship banking strategies gain
popularity, bank examiners expect bankers to
use appropriate measures to monitor how
their relationships with individual customers
are growing and to address the risks that
growth may pose.

F refront

5

State of Employment:

Are Fourth District Labor
Markets Tight?
The people on both sides of any paycheck have a vested stake in what’s changing in the labor
market, but for different reasons.

Mark Schweitzer
Senior Vice President

Christopher Vecchio
Senior Research Analyst

6		Spring 2016

Many District contacts have
been reporting tighter labor
market conditions. (p. 9)

Job seekers’ odds of finding employment are better in a tighter labor market, and in such a market
employees are better able to bargain for wage increases. But a tightening labor market also means
that employers may be challenged to fill vacancies and may see their labor costs rise. As it does for
the nation, here in the Fourth District, which comprises Ohio, western Pennsylvania, the northern
panhandle of West Virginia, and eastern Kentucky, labor market tightness varies.
Federal Reserve policymakers have their own reason
to be interested in labor market tightness.
The Federal Reserve’s “dual mandate” is price stability
and maximum employment. The Federal Open Market
Committee (FOMC), which sets the stance of monetary
policy for the United States, recently reaffirmed that
in its view price stability is achieved when the longerrun inflation rate is 2 percent.
Maximum employment is a harder concept to nail down.
In the language of the FOMC, the maximum employment
level is “largely determined by nonmonetary factors”
that “may change over time and may not be directly
measurable.” It’s inappropriate, then, to set a specific
unemployment rate as an objective.
But when are labor markets at their maximum sustainable
level, or, more colloquially, “tight”?
The unemployment rate is the primary indicator of
the tightness of labor markets, and, indeed, the national
unemployment rate has dropped considerably, from
10 percent in 2009 to just 5 percent at the end of 2015.
So here’s the question: What rate of unemployment
is the natural outcome of normal movement in and
out of jobs, movement that continues even when the
economy is operating at its potential?
This “natural rate of unemployment” is a difficult
concept to define, and it’s even harder to estimate. The
first quarter 2016 “Summary of Economic Projections”
released by the FOMC shows that a median projection
of longer-run normal unemployment would be
4.8 percent in a healthy economy. This number suggests
that the national labor market is at least close to the
FOMC’s current estimate.

However, the decisions households make pose challenges
in determining what a normal unemployment rate
in a healthy economy would be. For instance, there
may be people who are not currently looking for work
but who might take jobs as the labor market tightens,
thus affecting the rate.

The unemployment rate is the
primary indicator of the tightness
of labor markets, and, indeed, the
national unemployment rate has
dropped considerably.
Following the Great Recession, unemployment
numbers have risen in part because they include a rise
in the number of people who are not looking for or
who are otherwise unavailable for work. If growth in
the economy can bring those individuals back into
the labor market, then there would be less tightness
associated with today’s unemployment rate (that is,
more available workers).
There are many categories of potential workers, and
while “potential workers” may sound an amorphous
and difficult to calculate assembly, the Bureau of Labor
Statistics (BLS) does publish alternative unemployment
rates based on including some of the people who fall
into this category.
In one case, adding “marginally attached workers”—a
group that includes, among others, people who were
discouraged in their prospects of finding a job and
have thus stopped looking—produces a more inclusive
measurement of unemployment. In general, these are
people who are most likely to enter the labor force
once prospects open up. Taking the calculations a step
F refront

7

further, we could include anyone who expressed a
desire for full-time work, even if they have not looked
for work in the last year or are not currently available
to work. People in this group often have significant
impediments in their ability to work.
The number of potential workers has declined largely in parallel
to the official unemployment rate.
Percent of labor force, seasonally adjusted
16
12
10
8
U-WJ* (U-3 + want a job now)

4

U-5 (U-3 + marginally attached)

2
0
2006

Unemployment rate (U-3)
2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

Note: Shaded bar indicates a recession.
Sources: Bureau of Labor Statistics, authors’ calculations.

Two conclusions can be reached from accounting for
people who are not working but not included in the
official unemployment rate.
First, there are potential workers who could re-enter
the labor force, and the number of those individuals
rose during the Great Recession. Second, the number
of these potential workers has declined largely in
parallel to the official unemployment rate since early
2010, with the number nearly returning to 2007 levels
by the end of 2015.
These conclusions show why we should be cautious
about a single statistic such as the unemployment rate,
but also why using more-inclusive measures of labor
market tightness leaves today’s market in the rough
vicinity of the hard to define concept of maximum
employment, or a median value of 4.8 percent.
An alternative approach is to think about the effects of
a tight labor market: wage growth.
Nationally, we have seen relatively mild compensation
increases. The most encompassing compensation
measure, the Employment Cost Index (ECI), shows
relatively little compensation growth during the last
year—just 2 percent—including all benefits costs such
as health insurance and paid time off. In past recoveries,
the ECI has been considerably higher, suggesting that
8		Spring 2016

today’s labor market is not as tight as the unemployment
rate alone would indicate.
These national challenges are apparent, too, in the
Fourth District.
Regions have very distinct workforces and industries,
and these distinctions mean that they vary in the
level of unemployment rates they can sustain.
Rural northwestern Ohio counties often have an
unemployment rate under 4 percent, a rate that, at
least in part, reflects older workers in more stable
employment relationships that come with experience.

14

6

We should be cautious about
a single statistic such as the
unemployment rate.

On the other side of the spectrum within the District,
many eastern Kentucky counties have persistently
higher unemployment rates that in part reflect the low
education outcomes of residents. Individuals with
lower education levels have higher unemployment
rates nationally.
And, of course, in any county there can arise a significant
mismatch between sought-after skills and occupations
and the experience and schooling of the workforce.
Issues such as these make it very difficult to assess what
level of unemployment could be achieved in a region
through a stronger national economy.
The District shows promise, though.
One way to see labor market progress within the
region is to compare today’s unemployment rates to
the pre-recession levels of 2006, when the nation’s
unemployment rate was last near where many
economists might define maximum employment.
Doing so can give us a broad sense of whether local
unemployment rates are getting objectively low.
During this pre-recession period, unemployment was
quite low in the District. But by 2010, most counties
in the District were at least 4 percentage points over
their 2006 levels, with many counties experiencing rates
more than 6 percentage points higher. These numbers
are largely consistent with the national rise of 5 percentage
points in the unemployment rate during the same
period, from a 4.6 percent to a 9.6 percent annual average.
The decline in unemployment rates in the District since
2010 has been steep, as well. In 2015, many District

counties were between 0 and 2 percentage points lower
than the levels they sustained in 2006. And 2 counties,
Wyandot County, Ohio, and McCreary County, Kentucky,
had unemployment rates more than 2 percentage points
lower than their 2006 levels.
By 2010, most District counties
had unemployment rates at least
percentage
points
than
By42010,
most District
countieshigher
had unemployment
rates
percentage points higher
pre-recession
the4 pre-recession
ratesthan
of the
2006.
rates of 2006.

■ Less
0 to 4than -2
to 60
■ -24 to
6 to 8
■ 0Greater
to 4 than 8
■ 4 to 6
Sources: Bureau of Labor Statistics, authors' calculations.
■ 6 to 8
■ Greater than 8

Another way to examine the tightness of labor
markets is to compare the number of unemployed
individuals to the number of job vacancies. In
general, the easier employers find it to fill positions,
the greater the number of unemployed.

By 2015, unemployment rates for
most District counties had returned
to pre-recession levels or better.

By 2015, unemployment rates for most District counties
had returned to pre-recession levels or better.

The Conference Board’s HWOL program collects
data on online advertised job demand from over
16,000 online sources. Before the recession, major
metropolitan areas within the Fourth District had
about 2 unemployed individuals per single job
opening, a number similar to the national average.
Those figures all rose substantially during the Great
Recession but are now nearly 1 to 1.

Percentage points
Less than -2

Percentage points
Less than -2
Percentage
points
-2 to 0

Conference Board Help
Wanted Online (HWOL)

Percentage
-2 to 0 points

0 to than
4
■ Less
-2
■ -2 46tototo 068
■ 0 to
4 than 8
Greater
■ 4 to 6
Sources: Bureau of Labor Statistics, authors' calculations.
■ 6 to 8
■ Greater than 8

Sources: Bureau of Labor Statistics, authors’ calculations.

It remains impossible to tell how much lower District
counties’ unemployment rates might fall, but it’s clear
that many counties are seeing tighter labor market
conditions than they’ve experienced in the last decade.
Reflecting this downward trend, many District contacts
have been reporting tighter labor market conditions.
Of course, one would expect those conditions to result
in a gradual boost of compensation for affected workers.
While local compensation figures comparable to those
in the ECI are not available, the Cleveland Fed has asked
District contacts about their expected wage costs for
new employees. As of last December, only about 18 percent
of our contacts who were hiring “were raising wages
and/or salaries for most job categories.” Almost 50 percent
of our contacts who were hiring reported making
adjustments to only selected job categories, while roughly
30 percent reported no change in wages or salaries.
There is certainly evidence of a tighter labor market
in the District, but generally District contacts
have not witnessed a broad-based increase in wage
rates, a situation consistent with the national data on
compensation growth. ■
SUM AND SUBSTANCE
National and regional unemployment numbers have
fallen markedly since the Great Recession, and
while compensation levels have risen in some areas,
that rise hasn’t been seen across the board.

The number of unemployed per online job posting has declined
since the Great Recession’s end.
Unemployed people per job posting
7
United States
Pittsburgh
Cincinnati
Cleveland
Columbus

6
5
4
3
2
1
0
2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

Note: Shaded bar indicates a recession.
Sources: Bureau of Labor Statistics, authors’ calculations.

This type of data should be a great way to examine
labor market tightness going forward. Over the
recent past, though, the nature of job postings has
changed dramatically from newspaper advertisements
as the primary approach to online advertisements
for open positions, skewing the comparative data.
This trend tends to increase the number of “counted”
job postings, but it doesn’t necessarily affect the
number of people looking for jobs. This is true even
if the overall number of postings, including newspapers
and other traditional methods, has not changed.

Read more
Pennsylvania’s exposure to the oil and gas industry is affecting
its jobs numbers. For a look at employment growth in the state,
check out “State of the State: Pennsylvania,” the first of a 4-part
series on state economies within the Cleveland Fed’s region:
page 15.

For more information on the Conference Board HWOL, see
tinyurl.com/zfwv3td.
F refront

9

The Adversary
Will Get In

The stakes are high when it comes to cyber-attacks. The
new Northeast Ohio CyberConsortium, of which the Federal
Reserve Bank of Cleveland is a founding member, is committed
to helping companies better defend themselves through
cross-sector sharing.

10		

Spring 2016

“If you talk to CEOs or their
boards, they all recognize
cybersecurity within their top
3 risks—if not their top risk.”
(p. 13)

When James B. Comey, the director of the FBI, was asked to
identify which industries are at greatest risk of cyber-attacks, he
didn’t hesitate to name the top: “Obviously the financial industry,
because that’s where the money is,” Comey replied, speaking
at the inaugural Cyber Security & Resiliency Conference in
Cleveland, Ohio.
Carole S. Rendon, first assistant US attorney for the Northern
District of Ohio, understands why he started there.
“Financial institutions have a tremendous amount of information
about their clients, which in and of itself is incredibly valuable,”
says Rendon. “But then, they also have everybody’s money. And
so for the criminal, if you can get in and divert money from the
bank, that is a huge windfall. For hacktivists, if you can shut
down a bank with a denial-of-service attack,” making a resource
or network unavailable to its intended users, “you can terrify
the entire economy very quickly.”
This is precisely why Rendon says it’s important that the
Federal Reserve Bank of Cleveland has been involved from
the beginning in the formation of the new Northeast
Ohio CyberConsortium.

Michelle Park Lazette
Staff Writer

It’s important that the Federal Reserve
Bank of Cleveland has been involved
from the beginning in the formation of
the new Northeast Ohio CyberConsortium.
F refront

11

Unlike some information-sharing centers that
facilitate collaboration around cybersecurity in a
narrower, sector-specific way, the Northeast Ohio
CyberConsortium is purposely cross-sector, and
its founders, including Goodyear, the Cleveland
Clinic, and the US Attorney’s Office for the Northern
District of Ohio, which prosecutes criminal and
civil matters across the 40 Ohio counties north of
Columbus, reflect that cross-sector makeup.
One role the Federal Reserve Bank of Cleveland can
play in the local consortium is that of facilitator,
and it’s motivated to do so, and not just because the
financial sector is at risk, notes William D. Fosnight,
senior vice president and general counsel for the Bank.
“Obviously, confidence in your financial services is
of paramount importance,” Fosnight begins. “Nobody
wants to see money being stolen from within the
financial system. Maybe equally as important, though,
is we as the central bank are concerned about the
economy, about economic growth. Cyber threats pose
a real and serious problem for the economy if a
company can lose all of its intellectual property in
a matter of seconds.”
Globally, cyber-attacks cost businesses at least
$315 billion over a 12-month span, according to a
Grant Thornton survey released in September 2015.
In addition, Fosnight notes, it can take a long time
for a business to recover from the reputational damage
of a hack, and it’s sometimes only a matter of days
before class-action lawsuits are filed against organizations
that lose people’s information to criminals.
One aim of the new consortium is to eliminate the
potential that one local company becomes aware of
a new threat but doesn’t share that information with
another down the street, organizers say. Instead,
participants want face-to-face sharing of such information,
as real-time as possible.
“What we’ve learned is that what hits us in financial
services today is very likely to be applied against
our friends in medical care,” said James Caulfield, an
assistant vice president with the Federal Reserve Bank
of Richmond who spoke on a panel about combatting
cyber intrusions. “It’s part of our DNA as security

12		

Spring 2016

Globally, cyber-attacks
cost businesses at
least $315 billion over
a 12-month span.

people to not necessarily share. We share war stories
from 1 year ago, 2 years ago.”
But, Caulfield said, organizations need to share
more with one another about what’s happening today.
Rendon agrees.
“If we could have someone be the canary in the coal
mine, they could warn everyone in our region, and
the consortium could work to create a defense, could
encircle our region with a level of protection that
doesn’t exist in other parts of the country,” she says.
“Cyber intrusions are happening every day across
America. There is no sector of our nation and of our
economy that is not affected.”

Top-of-mind risk
Cyber-attackers can be nation states, hacktivists, or
insiders, both malicious and unintended. The threat
they pose takes many forms, from malware to data
exfiltration to distributed denial-of-service attacks.
FBI Director Comey’s identification of the financial
sector as one of those facing the greatest risk likely
comes as no surprise to those responsible for protecting
banking assets against such attackers and such threats.
It was probably the year 2012 when the sophistication
of cyber-attacks became clearer to the financial sector,
according to Jason Tarnowski, an assistant vice president
with the Cleveland Fed. Between 2012 and 2014, a
number of distributed denial-of-service attacks became
public knowledge, raising bankers’ awareness of offenders’
abilities and how quickly their tactics were evolving.
Following that, the Federal Reserve System and other
financial sector regulators increased oversight of the
cybersecurity efforts of the companies they regulate.
Handbooks were updated and guidance letters and
alerts published, all to illuminate the increasing risk,
notes Tarnowski, who plays a role in establishing
cybersecurity intelligence and incident management
for the Federal Reserve System.

Some of the ways in which people bank today didn’t
exist 5 years ago. Large and small institutions alike
now own and operate websites. Electronic banking
and electronic bill pay are increasingly prevalent.
More mobile apps connect customers to the cash they
deposit in banks.
And not only has banks’ collective web expanded, but
so, too, has the constellation of vendors that bankers
use to make it all a reality. There are more cooks in this
kitchen today, and that creates risk.
From a regulatory vantage point, the concern is certainly
not isolated to the impact of a cyber-attack on single
institutions; there is a broader impact to mitigate, the
impact on payment systems and financial stability.
“If you have a successful attack on the financial sector,
that could jeopardize consumer confidence and overall
financial stability,” Tarnowski explains. “Imagine not
being able to get your money out of the bank.”
Institutions in the Fourth Federal Reserve District,
which is the region the Cleveland Fed serves and
comprises Ohio, western Pennsylvania, the northern
panhandle of West Virginia, and eastern Kentucky, are
building their budgets and expertise to protect themselves.
“If you talk to CEOs or their boards, they all recognize
cybersecurity within their top 3 risks—if not their top
risk,” Tarnowski says.
Those polling the industry’s people know it to be true:
In mid-October, for example, a survey by Wolters
Kluwer Financial Services revealed that 66 percent of
respondents, when asked about escalated risk priorities
for 2016, cited cybersecurity as their top concern.
Conducted in August 2015, the survey generated 539
responses among banks, credit unions, and other lenders.

Building resiliency
Though the risk of cyber-attacks may be shared, the
approaches and needs for mitigating it are not.
“Each financial institution is different,” Tarnowski
notes. “What works at one institution might not work
at another. If you have a wholesale type of institution
that doesn’t deal with [retail] customers, you’re not
going to have the exposures that you’ll have with mobile
banking and electronic banking. That looks a lot

different than a retail-focused institution that’s dealing
with a lot of customers.”
What’s important, he adds, is ensuring that a bank’s
cyber-informed are embedded early when business
decisions are being made. That way, the experts can vet
the risks a product, strategy, or service carries and
ensure that an institution’s operations center can monitor
those risks.
It’s also important that companies undertake
cyber-event exercises to ensure that those who bear
responsibilities in the event of an attack know how
to react, Tarnowski asserts.
The tone at the top of an organization is important
to regulators, he adds. Do a company’s people, from the
C-suite on down, understand the level of cyber risk and
their responsibility for protecting the institution’s assets
and customer information? Is the institution proactively
engaged in threat intelligence and monitoring?

One aim of the new consortium is to
eliminate the potential that one local
company becomes aware of a new threat
but doesn’t share that information with
another down the street.
“The landscape is always changing, and the individuals
who are perpetrating these events are very persistent
and continue to refine their capabilities on carrying
out these types of attacks,” Tarnowski says. “They
[institutions] have to have intelligence coming in, they
have to have their cyber operations center monitoring
the risks affecting the institution, and they should
have an inventory of their assets and data management
systems so that they can take appropriate steps to
address vulnerabilities.”
All of it requires banks to clear a hurdle that every sector
faces: the reported scarcity of people with the cyberrelated skill sets companies need. And it’s especially
hard in districts such as the Cleveland Fed’s region,
Tarnowski asserts, to compete for that talent with cities
such as New York or Chicago.

F refront

13

There is a broader impact to mitigate,
the impact on payment systems and
financial stability.

Among the workforce-development frustrations
shared by attendees of the Cyber Security & Resiliency
Conference in October were limited cybersecurity
curricula in the region and a lack of people who think
creatively about cybersecurity.
The timing of the conference and the consortium
likely has a lot to do with the news of attacks on the
likes of Anthem, Sony Pictures, and the Office of
Personnel Management, Rendon notes.
“I’m not sure that people were as focused 5 years
ago on the dangers that exist on the Internet as they
are now,” she says.
If the conference’s more than 300 registrants provide
any indication, people seem well aware of the dangers
now. In fact, Dr. Toby Cosgrove, president and
chief executive officer of the Cleveland Clinic, called
cybersecurity “the most urgent security issue of
our time.”
“They’re going to get in,” one speaker later said of
cyber-attackers. “They’re going to get a beachhead.
What you need to do is think about this in terms of a
good baseball team. You don’t have the expectation
[that the pitcher] will throw a perfect game. You can
let people get on first base. You can walk somebody.
Keeping their team from crossing the [home] plate
is how you win the game.
“You want to be the ones who are resilient in this
world,” the speaker said. ■
SUM AND SUBSTANCE
Given the risk of cyber-attacks to both the
financial sector and the broader economy, the
Federal Reserve Bank of Cleveland is
collaborating with other leading organizations
to strengthen Northeast Ohio’s collective
cybersecurity.

14

Spring 2016

Fortify Your Organization
Grow what you know
• When an organization falls prey to a particular type
of attack, ask yourself this: Are you vulnerable to the
same type of attack?
• Bring your cybersecurity folks to the table to have
conversations on a more ongoing basis. Ask them to
identify what policy changes they’d make to improve
your firm’s cybersecurity.

Deepen your defenses
• Segregate your human resources information from
your intellectual property information, and so on, so
that if an attacker successfully infiltrates your system,
said access doesn’t give her or him everything.
• Educate your employees about threats such
as phishing. And practice good cyber hygiene:
Encourage or require employees to keep passwords
strong and to change them periodically, and urge
them to restrict access to the equipment they use.
• Remember that what really matter are the data you
possess. Too often, companies defend entryways
and operating systems. Defend the data your enemy
wants. Ask yourself this: Who and what touches my
data now?
• Detect what’s unusual such as abnormal file transfers
or an employee’s taking too much data from the
server. A number of automated products can do this
for you.
• Know that it’s not only your own defenses that you
must safeguard, but also those of your third-party
vendors. Make demands of your supply chain.

Don’t be frozen
• When you find the tendrils of a compromise or
anomalies, hunt for who or what is behind them.
• Evolve. Hackers do, and so must you. High-level
adversaries aren’t going to use the same tradecraft
they used to exploit someone else in order to
exploit you.
• Don’t bury breaches and other problems in order
to protect your reputation or out of fear of law
enforcement. Own it when you have an issue, and
work with law enforcement so that the frequency
of the prosecution of cyber-attackers improves. There
has been too much reward and not enough risk to
cyber-attackers.
Source: Cyber Security & Resiliency Conference participants and attendees.

The Federal Reserve Bank of Cleveland serves the Fourth Federal
Reserve District, which comprises Ohio, western Pennsylvania, the
northern panhandle of West Virginia, and eastern Kentucky. Like the
other Federal Reserve Banks, the Cleveland Fed collects anecdotal
reports and analyzes data about the region it serves in order to inform
national monetary policy. The Bank’s State of the State series will
share some of what regional researchers find.

State of the State:

Pennsylvania
Pennsylvania's employment growth in 2015 trailed that of most other states. The
state's exposure to the oil and gas industry as well as demographic tends have a good
deal to do with it.

Employment growth in 2015 in
Pennsylvania trailed that of most
other states and the nation,
according to recent data, and that
modest growth is very likely driven
by the commonwealth’s exposure
to the oil and gas industry plus
demographic trends.

Guhan Venkatu
Vice President and
Senior Regional Officer

For 5 consecutive years, Pennsylvania’s annual payroll employment
growth has trailed the US growth rate by sizable margins.
Percent change
2.5
2

US
Pennsylvania
1.5

1.5
1

2.2
1.6

0.8

1.6

1.2
0.8

0.5
0

0.7
0.4

2010

Source: Bureau of Labor Statistics..

1.9

1.7

2011

2012

Employment in Pennsylvania grew
0.7 percent in 2015, less than half
the employment growth posted
nationally (1.9 percent), according
to recent Bureau of Labor Statistics
data. That 0.7 percent placed the
commonwealth in the bottom
quartile among the 50 states and
also marked a deceleration from its
employment growth the year prior
(1.2 percent in 2014).
One of the developments driving
recent employment changes is,
of course, related to energy. Given
Pennsylvania’s status as one of
the largest producers of energy
in the country, it’s perhaps not
surprising that the recent downturn
in energy markets has had an
outsized impact on Pennsylvania.

0.4
2013

2014

2015
F refront

15

All 10 states with the highest employment growth from December 2014
to December 2015 are in the South or West.
Employment growth (percent)

While mining numbers don’t tell
the full employment story anywhere,
it’s clear that those states that
enjoyed a boom in recent years as
natural gas and oil development
took off are now sharing in the
misfortune of retreating numbers.

Idaho
South Carolina
Utah
Florida
California
Washington
Oregon
Hawaii
Arizona
Tennessee
0

.5

1

1.5

2

2.5

3

3.5

4

4.5

5

Source: Bureau of Labor Statistics.

According to the US Department
of Energy, Pennsylvania was the
second-largest producer of natural
gas in 2014, behind Texas. Its
production roughly doubled
between 2012 and 2014 and was
more than 20 times higher in
2014 than in 2008. The state also
ranked fourth in coal production
among states in 2013.

The mining industry, which
includes activities related to the
extraction of both coal and natural
gas, experienced an employment
decline in Pennsylvania of nearly
11 percent in 2015, after growing
about 4 percent in 2014, thus
returning employment in the
industry to levels not seen since
early 2011.

Of the 7 states that saw their total
employment decline in 2015, all
were among the top 10 energy
producers in 2013 except Alaska,
which—though not among the
top 10—is still a major energy
producer. The states among the
top 10 in energy production that
avoided employment declines
in 2015—Texas, Pennsylvania,
Colorado, and New Mexico—
did so, in part, because of betterdiversified economies.
Then there are demographics.
If local labor resources are close

State of the State: Pennsylvania
Pennsylvania’s employment growth in 2015 trailed that of most other states. The state’s exposure to the oil and gas
The good news is there was job growth in Pennsylvania in 2015.
But that growth rate was not as high as the rate experienced by
most other states.

1

2

Pennsylvania’s employment growth from December 2014 to
December 2015 ranked 39th of 50.1

Idaho
South Carolina
Utah
Florida
California
Washington
Oregon
Hawaii
Arizona
Tennessee
Pennsylvania
New Hampshire
Kansas
New Mexico
Illinois
Alaska
Oklahoma
Louisiana
West Virginia
Wyoming
North Dakota
-5

16

If Pennsylvania is compared only to itself, it’s clear there’s been
some improvement in employment year over year.

The year-over-year increase in Pennsylvania’s employment in
2015 marked the state’s highest growth rate since 2011.1
Percent change
3
2
1
0
-1

Top 10 states, percent
employment change

-4

Spring 2016

-3

-2

-1

0

1

-2

Pennsylvania, percent
employment change

-3

Bottom 10 states, percent
employment change

-4

2

3

4

5

Nonfarm payroll employment (percent change)
2000 01

02

03 04 05

06 07

08 09

10

11

12

13

14 2015

to fully employed (Pennsylvania’s
unemployment rate was 4.8 percent
in December, similar to the US’s
unemployment rate of 5.0 percent),
then employment growth will
come largely from new entrants
to the labor market, and thus
employment growth will roughly
parallel population growth.
Population growth in this neck
of the woods pales in comparison
to that in some others. According
to the Census Bureau, “From
2000 to 2010, regional growth
was much faster for the South
and West (14.3 percent and
13.8 percent, respectively) than
for the Midwest (3.9 percent)
and Northeast (3.2 percent).”

such, we shouldn’t have the same
employment growth expectations
for Pennsylvania that we do for a
state such as Texas, and we would
expect employment growth in
Pennsylvania over the longer term
naturally to be slower than that
for the US as a whole. And that’s
precisely what we’ve seen in this
expansion. Over the 78 months of
the current expansion, employment
in Pennsylvania has grown at an
annual rate of 0.7 percent while
US employment has grown at
twice that rate, 1.4 percent. This
1:2 ratio roughly holds for the
2 previous expansions, as well.

industry as well as demographic trends have a good deal to do with it.
The recent downturn in energy markets has had an outsized
impact on Pennsylvania and other large energy-producing states.

Read more
Despite the weakening sentiment of Cleveland
Fed District contacts’ reports, 3 Cleveland Fed
officials continue to expect growth across
the District in coming months. They explain
why here: ow.ly/YKsui.
For more information about our regional
advisory officers and boards, please visit
ow.ly/YKsEi.

Demographic trends influence employment’s trajectory. Population
growth in the Midwest and Northeast was much slower from
2000 to 2010 than that in the South and West,2 and it’s not unusual to
see stronger employment growth in states to which people tend to move.

4

Seven states experienced declines in population from 2014 to 2015.
With a growth rate of 0.07 percent, Pennsylvania narrowly avoided a
decline in population.

Pennsylvania’s mining employment spiked in 2010 and 2011,
but growth has slowed and even reversed in recent years.1

On the other end of the spectrum, North Dakota led the country in
population growth, and 5 of the 7 places where such growth was greatest
were, indeed, in the South and West.

40
35
30

Population change

25
20

Mining employment (thousands)

15
10
5
0
2000 01

SUM AND SUBSTANCE
Pennsylvania’s employment growth in 2015
trailed the national growth rate, something likely
driven by energy-related job losses and
demographic tends.

Discussions about Pennsylvania’s
employment trends occur regularly
at our regional advisory council
meetings. Our sources confirm that
entities in manufacturing and oil

It’s not unusual to see stronger
employment growth in states to
which people tend to move. As

3

and gas face headwinds because of
supply issues and concerns about
global growth. ■

02

03

04

05

06

07

08

09

10

11

12

13

14 2015

Sources: 1Bureau of Labor Statistics; 2US Census Bureau. BLS data as of January 2016. Census data as of December 2015.

West Virginia
Illinois
Vermont
Connecticut
Maine
Mississippi
New Mexico
Pennsylvania
Utah
Texas
Florida
Nevada
Washington DC
Colorado
North Dakota

-0.25
-0.17
-0.12
-0.11
-0.07
-0.04
-0.02
0.07
1.75
1.82
1.84
1.85
1.88
1.89
2.28

Washington DC

F refront

17

1
PA R T

Eastern Kentucky:
A Region in Flux
Part 1 of a 4-part Forefront series examining eastern
Kentucky’s transition away from a coal-centric economy.

A recent Bloomberg headline says it all: “Coal’s decline is choking
Appalachia towns.”

Matt Klesta
Policy Analyst

Eastern Kentucky has a long and storied history, with coal mining
the principal player. The spectacular fall and subsequent bankruptcies
of some of the largest coal mining firms in the country may come
as a surprise, but recent events in eastern Kentucky have been years
in the making. The confluence of cost, competition, and regulation
has accelerated the economic decline, yet at the same time it’s
stimulated action to counter it.
In this region, 26 of 31 counties are considered “distressed” by the
Appalachian Regional Commission, a designation based on continued
high unemployment rates, low per capita income, and high poverty
rates. While headlines continue to tout the region’s dire present
state, others are imagining a “post-coal” Appalachia.

18

Spring 2016

Closed mine in Lynch, Kentucky. Photo courtesy of Timothy D. Hudson.

A little history
Eastern Kentucky is a tangled landscape of mountains and valleys
with a hardscrabble reputation and a long history with coal
dating back more than 200 years to the first recorded commercial
production: 20 tons in 1790. Production didn’t truly take off
until after the Civil War when land speculators crawled across the
region purchasing leases for the coal below the ground. Rail lines
constructed in the late 1800s ferried loads of coal to the nation’s
growing industrial markets. Coal production grew exponentially
as eastern Kentucky mines produced 1 million tons in 1888,
surpassed 10 million tons in 1913, and peaked in 1990 at nearly
131 million tons.

1

Four things to know
Coal production in eastern
Kentucky has been declining for
a quarter century

The eastern Kentucky coal industry
has seen its share of booms and
busts, but none as long as the
current 25-year slide, which since
its peak has seen production drop
79 percent. At first, the impact was
felt primarily in the coal mines of
Central Appalachia, which includes
eastern Kentucky, but more recent
developments have since impacted
coal production nationally.
Early on, accessibility was an issue,
as easier to reach coal seams were
exhausted, leaving harder to reach
deposits. This contributed to higher
coal production rates in western
states such as Wyoming, where
production costs were lower.

Roughly 31 counties make up eastern Kentucky
coal country.

Source: Kentucky Coal Facts: 1989-1990 Pocket Guide, prepared by the
Governor’s Office for Coal and Energy Policy and the Kentucky Coal Association,
November 15, 1989.
Note: Defined as 31 counties that produced coal in 1988.

The national share of coal produced
in eastern Kentucky declined from
13 percent in 1984 to 4 percent
in 2014, while Wyoming’s share
increased from 15 percent to
40 percent over that same period.
However, recent more stringent
emission regulations have caused
many coal-fired electrical power
plants across the country to either
shut down or convert to natural gas.
This decline in demand has led
some of the largest US coal producers
to declare bankruptcy, affecting coal
mines across the country.

F refront

19

Coal production and coal mining employment have seen decades of decline
(1927–2015)
Coal mining employment

Coal production (million tons)

70,000

140

60,000

1990: Production
peak (131 million
tons) 120

50,000

100

1948: Employment
peak (66,410)

40,000

80

38,643 in 1979

30,000

28.0 million
tons in 2015*

20,000

3

60
40

1970s coal boom

10,000

20

2012

2007

2002

1997

1992

1987

1982

1977

1972

1967

1962

1957

1952

1947

1942

1937

1932

0

1927

5,077 in 2015*
0

Source: Kentucky Coal Facts, 15th edition, prepared by the Kentucky Energy and Environment Cabinet, the Department for
Energy Development and Independence, and the Kentucky Coal Association, August 28, 2015. *Preliminary data.

2

Coal mining employment has been
declining for more than 60 years,
but it’s still important to the region

Around 1950, eastern Kentucky’s
coal production and employment
decoupled and began moving in
different directions. Production
continued to surge, while
employment, aside from a brief
resurgence in the late 1970s,
declined as a result of improved
mechanization and the increased
use of surface mining that requires
less labor.
All told, coal mining employment
declined 92 percent in eastern
Kentucky from its 1948 peak, a loss
of more than 61,000 jobs, or 900
jobs per year since 1979.

20

Spring 2016

Yet, even with this constant decline,
the state still contains an aboveaverage share of coal mining jobs.
In 2014, the state of Kentucky had
a location quotient (the comparison
of the share of an industry in one
region against that of a larger
geographic area) of 11.20 for coal
mining employment, 11 times
greater than the national average.
Although a decline from the 2001
rate of 15.34, it still indicates the
coal mining industry’s importance
to the state economy.
This impact of the sustained loss of
coal jobs ripples through the local
economy. While the rest of the state
and nation recovered from the
Great Recession, eastern Kentucky
didn’t, and it’s been declining the
past 4 years. Incomes have been
impacted, too. In 2014, the average
annual income in eastern Kentucky
was $35,982, while the average coal
miner earned $72,809 per year, nearly
double the region’s average.
The loss of thousands of high-paying
coal mining jobs represents a significant decline in local spending power.

The decline in production and jobs
is hitting local governments hard
as coal-related tax revenue declines

Decreasing coal production has led
to a dramatic decline in severance
tax revenue for the state, nearly
40 percent, from $298 million
collected in 2011–2012 to $180
million collected in 2014–2015,
straining city and county budgets
that have become dependent on the
tax revenue for maintaining services.
Letcher County, for example, until
a few years ago had been receiving
payments in excess of $1 million per
quarter, but lately that number has
dropped to $350,000. Kentucky
collects a severance tax, a tax imposed
on a nonrenewable resource that
is “severed” or extracted within a
specified taxing jurisdiction, on coal
at a current rate of 4.5 percent of
the gross value of mined coal in the
state. Revenue from this tax goes in
a few directions:
• 50 percent, Kentucky’s general fund
• 35 percent, local government
economic development fund,
where it’s available as grants for
eligible counties to use on projects
helping to diversify their economies
• 15 percent, local government
economic assistance fund, a
revenue-sharing fund that cities
and counties in coal-impacted
regions receive automatically
One additional related strain is
population decline. According to
US Census Bureau estimates, from
1996 to 2009 eastern Kentucky’s
overall population was essentially
unchanged. Since 2009, though, it’s
declined by nearly 14,000 people,
shrinking the tax base cities rely on
to maintain services.

Working toward a Post-Coal Economy
While the slow, steady decline in coal employment and production has exacerbated the region’s economic
malaise, there are numerous groups, partnerships, and projects looking to a post-coal economy.
Here are a few examples.
Shaping Our
Appalachian Region
(SOAR)
The Appalachian
Funders Network
(AFN)

SOAR began as a partnership between the Kentucky governor’s office and Hal Rogers, the US
congressman serving eastern Kentucky. Its annual conference and ongoing working committees
seek to bring together organizations and stakeholders to discuss the region’s future.
On the philanthropic side is the Appalachian Funders Network (AFN), a collection of 80 grant
makers focused on Central Appalachia, which includes eastern Kentucky. Its goal is to build stronger
relationships among grant-making participants in order to help the region transition economically.
A recent project is the Just Transition Fund, designed to help communities impacted by the
declining coal industry to develop economic and workforce development plans.

Eastern Kentucky
Concentrated
Employment Program
(EKCEP)

In a region where thousands of unemployed coal miners need retraining for new careers, the
Eastern Kentucky Concentrated Employment Program (EKCEP) manages workforce development,
job training, and unemployment programs in a 23-county region. Formed in 1968, it was one of
87 Concentrated Employment Programs (CEPs) developed during the Johnson Administration.
CEPs were designed to focus on employment programs and related services in areas with high
unemployment rates. Of note is the Hiring Our Miners Everyday (H.O.M.E) program, which retrains
unemployed miners and their spouses in hopes that they will be re-employed in the region.

Arts and culture as
economic development

The idea of using arts and culture to stimulate a local economy is not new, but in eastern Kentucky,
it has become another tool in the economic development toolbox. From 1998 to 2015, grants from
the National Endowment for the Arts have averaged nearly $150,000 annually to fund art- and
culture-related projects in the region.

Broadband

Infrastructure typically conjures up images of roads, bridges, and sewers, but broadband
Internet access falls into this category, as well. KentuckyWired, a state initiative, is committed
to bringing Internet access to every county in the state by 2018. Such a feat is of particular
importance to eastern Kentucky, where it is hoped that broadband access will stimulate job
creation and entrepreneurship to help diversify the economy.

Total private employment hasn’t rebounded in
eastern Kentucky.

There are few alternatives in the region
that pay as well as coal mining.

110
Eastern Kentucky
Remainder of Kentucky
United States

105

Dollars

75,000

Recession

100

50,000

95

25,000

90
2001

Average Kentucky coal
mining income (2014)
Average eastern
Kentucky income for a ll
private employment

0
02 03

04 05

06 07 08

09 10 11 12 13 2014

Source: Quarterly Census of Employment and Wages – Bureau of Labor Statistics.

Source: Quarterly Census of Employment and Wages – Bureau of Labor Statistics.

F refront

21

All told, coal mining employment declined
92 percent in eastern Kentucky from its 1948
peak, a loss of more than 61,000 jobs, or
900 jobs per year since 1979.

4

Eastern Kentucky is a region with
deep-rooted social issues

This is what makes finding a
solution to eastern Kentucky’s
economic problem so difficult.
It’s not as simple as attracting new
jobs: The region has been wracked
with a host of social issues spanning
generations. The poverty rate for
eastern Kentucky has declined from a
staggeringly high 61 percent in 1960
to 26 percent in 2010, but that’s still
nearly double the national average
of 15 percent—and is 9 percentage
points higher than that of the state,
which comes in at 17 percent.
Drug abuse, too, is becoming a
bane across the country, and eastern
Kentucky is firmly in its grasp.
According to an analysis by the
Kentucky Injury Prevention and
Research Center, in 2013 Kentucky
had the second-highest number of
drug overdoses per 100,000 people
in the US. West Virginia, its neighbor
to the east, had the highest. In fact,
total statewide drug overdose deaths
in Kentucky have increased a
stunning 347 percent, from 241
in 2000 to 1,077 in 2014. Rates in
eastern Kentucky counties are some
of the highest in the state, with the
majority of overdoses there caused by
prescription drugs commonly used to
treat pain, anxiety, and insomnia.

Pulling it together
So what is eastern Kentucky? It’s a
region tied to coal—economically,
personally—for more than 200 years.
It has seen coal production and
employment decline for decades.
The boom and bust cycle inherent
to natural resource extraction caused
many to hope the next boom was just
around the corner. Both international
and domestic changes in energy
production, pricing, and policy
make the next boom increasingly
improbable, and communities are
suffering financially as tax revenue
lags and more residents become
unemployed. All of this is occurring
in a region that suffers historically
from a slew of social issues such as
high poverty and drug abuse rates.
What can turn this around that hasn’t
already been attempted? ■
SUM AND SUBSTANCE
Decreasing coal production in
eastern Kentucky has exacerbated
the region’s difficulties.

Stay tuned
We have more work focusing on eastern
Kentucky planned for this year, including future
articles on ways regions can diversify their
economies and a look at migration data to see
what trends are occurring in eastern Kentucky.

22

Spring 2016

Research in the Works
Banking panics, wage rigidity, neighborhood dynamics, and more. Explore recent work produced by
Cleveland Fed researchers.

How Did Pre-Fed Banking Panics End?
Gary Gorton and Ellis W. Tallman
WP 16-03 | January 14, 2016
How were financial crises resolved in the United States when
the country had no central bank? Between 1863 and 1914,
the New York Clearing House Association ended panics by
taking actions similar to those taken by central banks and fiscal
authorities during modern crises. The authors argue that
ending a financial crisis requires convincing depositors that
the banking system is solvent, not just their own banks.
The Clearing House made loans to member banks, cut off
information about the condition of individual banks, and
issued public statements about member solvency. These
actions effectively united member banks into a single entity
and led depositors to focus on the solvency of the Clearing
House rather than of individual banks. Similar actions by the
Federal Reserve in 2007 through 2009 were the anonymous
lending programs (TAF, TSLF), the prohibition on short
sales of financial firms (information suppression), and
stress tests to indicate bank solvency. This explicit support
of the banking system by the Federal Reserve System and
the US Treasury after the Lehman failure reduced the risk
of generating additional runs.
bit.ly/1OkUzED

Downward Nominal Wage Rigidity in
the United States during and after the
Great Recession
Bruce Fallick, Michael Lettau, and William Wascher
WP 16-02 | January 6, 2016
Are employers and workers reluctant to lower wages when
changing economic conditions would warrant it? For
example, wage rates should, in theory, fall when the economy
sours sufficiently. But evidence suggests employers choose
other options first, such as cutting workers. The authors of
this study analyze data obtained from surveys of businesses
to determine whether such rigidity in wages exists and
whether rigidity is more severe at low rates of inflation or
during bad economic times. They find evidence that wages
are more rigid than economic conditions would warrant.
They also find some evidence that wages may have become
even more inflexible during the Great Recession, when
the labor market experienced a high degree of stress.

Industrial Composition and
Intergenerational Mobility
Stephan Whitaker
WP 15-33 | December 31, 2015
Industries such as healthcare and education are college
degree-intensive, meaning the share of the industry’s
employees with a college degree is greater than the average
in the labor force. Children whose parents did not finish
college are more likely to earn an undergraduate degree if
they live in a metropolitan area with a higher fraction of
adults working in degree-intensive industries. For more
recent cohorts, employment in manufacturing is also
associated with more young people rising above their
parents’ education level. Thirty years ago, children of parents
without college degrees were less likely to obtain a degree
if they grew up in a manufacturing center.
bit.ly/1JusL1N

Neighborhood Dynamics and the
Distribution of Opportunity
Dionissi Aliprantis and Daniel Carroll
WP 15-25 | October 21, 2015
This paper brings a new set of tools to bear on William Julius
Wilson’s highly influential hypothesis that racial equality
under the law would not ensure equality of opportunity
because of neighborhood effects. Neighborhood effects refer
to influences that the community has on the individuals
living there. The authors offer insight into Wilson’s hypothesis
by predicting how neighborhoods change in the presence
of laws designed to achieve racial equality such as those
allowing people to move where they choose or those improving
neighborhood institutions including schools and police.
The authors find that permitting households to move where
they want has negative effects if the neighborhoods differ
in the quality of their institutions. On the other hand,
improving the institutions in a neighborhood can lead to
good results for residents in terms of their incomes, even
when residents are free to move out of the neighborhood.
bit.ly/1k7Eck9

bit.ly/1Tz2FJA

F refront

23

“[A] real strength in the regional economy, according
to roundtable participants, is research and development
by large established firms.” (p. 26)

The Innovation
Roundtable:
A Discussion
of Growth in
Northeast Ohio
24

Spring 2016

Jessica Faith Ice
Senior Research Analyst

Innovation may be a buzzword among
the business community, but what does
it mean for economic growth?
Late last year, the Federal Reserve Bank of Cleveland brought together leaders
from the medical and technology sectors and educational and financial
institutions to discuss both this question and up-and-coming drivers of the
Northeast Ohio economy. The conversations centered on workforce development
and education and on research, financing, and commercialization.
Workforce development and education
Roundtable participants said finding and retaining
high-skilled employees was one of the major challenges
for growth in the region. Within the biomedical and
tech sectors—electrical and biomedical and software
engineers—data scientists were the most difficult
employees to find. In addition, finding enough human
resource organizational specialists has become a challenge
for these sectors because of increased recruiting efforts
and thus increased need for such specialists. In the newly
developing additive manufacturing sector, contacts cited
machinists, welders, and even hourly factory workers as
hard to attract.
The reason participants think there is scarcity?
A skills gap.
More than 1 roundtable participant suggested an increase
in work-based learning, internships, and co-op opportunities
to fill that gap, or at least help minimize it. Although
educational institutions are eager to partner with firms to
provide their students these hands-on opportunities, such
opportunities are often costly and difficult to administer.

One source of optimism, though, is the growth in
numbers of highly educated individuals in the region.
The data argue that more than 33 percent of individuals
aged 25 to 34 in Northeast Ohio have obtained a
bachelor’s degree, compared to 27.3 percent for all
individuals over 25, suggesting that the educational
attainment rate has been increasing in recent years.
Although Northeast Ohio has made progress in this
arena, it still lags behind some nearby metro areas and
the nation.
PERCENT WITH A BACHELOR’S DEGREE OR HIGHER

AGES 25+

AGES 25-34

Akron

29.9

34.9

Canton

21.3

28.7

Cleveland

29.5

35.2

Youngstown

20.4

26.5

NEO MSAs*

27.3

33.1

Cincinnati

31.4

37.7

Pittsburgh

31.6

44.9

Columbus

34.7

41.2

Dayton

27.3

29.1

Nation**

33.5

37.2

*Population-weighted average of the NEO MSAs.
**Population-weighted average of the top 100 MSAs.
Source: 2014 American Community Survey.

F refront

25

Company culture is an important factor
for attracting and retaining talent.

Some in Northeast Ohio are making efforts to form
partnerships between educational institutions and
industry to facilitate research, development, and
commercialization of new technologies.
For instance, local universities have partnered with the
Cleveland Clinic to provide joint graduate programs.
Case Western Reserve University launched think[box]
in 2012, a makerspace for students, faculty, alumni, and
members of the community to learn about 3D printing,
industrial design, woodworking, and a range of other
skills. Think[box] has partnered with business innovation
and product design firm Nottingham Spirk to help bring
ideas from the space to fruition. It doesn’t stop with
Case Western, however.
The Liquid Crystal Institute at Kent State University
served as the birthplace of liquid crystal technologies and
has sponsored-research programs, and Lorain County
Community College has developed a Fab Lab open to
students, faculty, nearby high schoolers, and members
of the public. The college has partnered with several
organizations dedicated to supporting and advancing the
manufacturing industry, including Weld-Ed, MAGNET,
and the National Association of Manufacturers. Programs
like these help bring new skills to future graduates and
also serve to retrain and familiarize existing workforces
with new technologies and career paths.
There are efforts underway in Northeast Ohio to close the
skills gap, it’s clear. But this gap wasn’t the only issue up for
discussion at the Innovation Roundtable.
Company culture is an important factor for attracting and
retaining talent, as well. Smaller firms and startups noted
that it was easier to recruit millennials who are attracted to
the startup culture. There’s a caveat, though: Startups will
often have to pay a wage premium over established firms
for more experienced talent. Larger firms have also been
thinking critically about their corporate cultures and have
made investments to improve the work environment to
attract the best talent. But some participants noted that
it’s slow going.

26

Spring|2016

Research, financing, and commercialization
Another real strength in the regional economy, according
to roundtable participants, is research and development
by large established firms. Manufacturing still plays a very
important role in research and commercialization, and the
industry has undergone a transformation to become more
high-tech than ever.
The evolution of 3D, or additive, printing and polymer
science has facilitated partnerships between the traditional
manufacturing sector and biomedical researchers. These
partnerships have resulted in a vibrant and growing
medical device industry. Public financing for research and
development in the medical sector has been traditionally
funded by federal and state sources, the National Institutes
of Health and Ohio Third Frontier, respectively.
The growth in research centers in Northeast Ohio has led
to strong patenting activity across the region, as is shown
in data from the US Patent and Trademark Office. From
2009 through 2013, Northeast Ohio developed 6,382
patents and had a patenting rate of 0.34 per 1,000 people,
the second highest patenting area in the Fourth District
after Cincinnati. Both Akron and Canton have patenting
rates that exceed the national average.
TOTAL PATENTS AND PATENTS PER
1,000 CITIZENS BY METRO AREA

Total Patents
(2009–2013)

MSA Rank*

Patents per
1,000 Citizens

Akron

1,728

55

0.49

Canton

783

87

0.39

Cleveland

3,592

27

0.35

Youngstown

279

153

0.10

NEO MSAs*

6,382

Cincinnati

4,376

22

0.41

Pittsburgh

3,693

26

0.31

Columbus

2,282

48

0.24

0.34

Dayton

1,001

78

0.25

Nation**

553,414

N/A

0.35

*By total patents
Sources: US Patent and Trademark Office, author’s calculations.

Although the importance of manufacturing in innovation
and patenting is still substantial, in the past 5 years
healthcare and education institutions in the region have
increased their patenting volume as they continue to
invest in research and development.

The total business-creation rate has trended downward since the 1990s
in Northeast Ohio, the region, and the nation.
Number of businesses less than 1 year old/total establishments
14
13
12
11

TOP PATENTING ORGANIZATIONS IN NORTHEAST OHIO METROS,
2009 THROUGH 2013

AKRON

CANTON

CLEVELAND

YOUNGSTOWN

Goodyear Tire
(166)

Diebold*
(302)

Rockwell
Automation (160)

Delphi
Technologies (63)

Bridgestone
(164)*

Goodyear Tire
(45)

Cleveland Clinic
Foundation (148)

Werner Co.
(27)

Cisco Technology, Inc
(73)

Timken Company
(31)

Lincoln Global
(131)

R & L Marketing
and Sales (9)

INDIVIDUAL PATENTS PER METRO AREA

AKRON

CANTON

CLEVELAND

YOUNGSTOWN

146

121

432

80

Note: The number in parentheses is the total patents for this time period.
*Total of all patenting activity across multiple legal entities.
Sources: US Patent and Trademark Office, author’s calculations.

Participants noted that technological change includes but
is more than just new inventions. It can also come in the
form of new and improved services and processes. These
innovations might not be patented, but can manifest in the
form of new businesses. The total business-creation rate in
Northeast Ohio has trended downward since the 1990s.
In 2013, new firms accounted for about 5.3 percent of
total firms in Northeast Ohio, down from around 8.6
percent in 1995. But this decline is roughly equivalent to
the decline seen in nearby metro areas.
Participants also reminded everyone that finding funding
can be difficult, as well.

A major challenge facing startups
in the region is the availability of
Series A funding by local venture
capital and angel investors.

10
9
8
7
United States
Columbus
Cincinnati

6
5
4
1990

1992

1994

Northeast Ohio
Pittsburgh
Dayton
1996

1998

2000

2002

2004

2006

2008

2010

2012

Sources: Business Dynamic Statistics, US Census Bureau.

A major challenge facing startups in the region is the
availability of Series A funding by local venture capital and
angel investors. Startup capital in the region tends to be
tied to more traditional industries such as manufacturing,
so many new businesses have had to seek their startup
funding from entities outside the region.
Several initiatives promote startup creation through
incubator and co-working spaces in Northeast Ohio such
as JumpStart Inc., BioEnterprise, Youngstown Business
Incubator, BlackRock, LaunchHouse, and StartMart.
On the public side, participants viewed Ohio Third
Frontier, a $2.1 billion technology-based economic
development initiative by the State of Ohio, as a positive
source for growth funding in established firms and as
seed-stage funding for new firms.
Overall, Innovation Roundtable participants were
optimistic about future growth opportunities for
Northeast Ohio. ■
SUM AND SUBSTANCE
Participants at the Cleveland Fed’s second Innovation
Roundtable believe there are many opportunities—and
some challenges—for growth in Northeast Ohio.

Learn more
High-growth enterprises comprise only a small portion of new business
creation. Traditional new and small businesses will have different
financing challenges. Read “Protecting Small-Business Borrowers”
for more information: ow.ly/Y5xIJ.
F refront

27

Intersections of Place,
Productivity, and Profit
Stuart S. Rosenthal sheds light on why businesses locate in tall buildings
and urban centers and how policymakers can use that knowledge.

Skyscrapers’ mammoth scale can change city skylines, and they house an
enormous number of people, but it’s only recently that academic researchers
began to uncover the way businesses organize within them and why.
If access to the top floor of tall buildings is far more costly and cumbersome
than lower floors, why do companies pay significantly more to locate higher?
Are rents within commercial office towers driven not just by employment
outside their four walls, but also by employment inside?

“In order to have any chance
of proactively attracting and
retaining quality jobs in your
town, you need to understand
what it is that businesses
care about and what causes
cities to be productive in the
first place.” (p. 31)

The audience of a workshop this year at the Federal Reserve Bank of
Cleveland had a front-row seat to hear from Stuart S. Rosenthal, a prominent
urban economics researcher.
The 2-day Workshop on Public, Urban, and Regional Economics drew a
maximum-capacity crowd to focus on how city policies and the structure of
cities—such as where business districts are and the ease of transportation
within cities—affect the productivity of local economies.
Rosenthal keynoted the event, presenting the findings of his paper “The
Vertical City: Rent Gradients and Spatial Structure.” He and his co-authors,
Crocker H. Liu and William C. Strange, used novel data, including confidential
offering memoranda information, to reveal more about the spatial patterns
within tall buildings.
Forefront sat for an exclusive interview to ask Rosenthal how policymakers
might use those findings and, given Rosenthal’s prominence in urban
economics, how cities and what we know about them are changing. An
edited transcript of our conversation follows.

28

Spring 2016

Forefront: You describe the

research you presented during
the workshop as work that’s
not been done previously. What
did you find?
Rosenthal: The urban field has devoted

extensive effort to understanding
why we have different spatial patterns
of development and land rent within
cities, why cities are productive
places and by how much, and what
contributes to city skylines. But all
of that has mostly been done in a
2-dimensional plane. We understand
that there’s more densification in the
downtown than farther out into the
suburbs. We have lots of papers that
have sought to understand better
why we have stratification of types of
activity: residential versus commercial
versus industrial. But almost all of
that research has ignored the vertical,
3-dimensional aspect of cities.
Nobody until now has really dug
into what is happening inside these
tall buildings: What is the spatial
pattern of activity within tall buildings?
Are there meaningful differences
in commercial rents?
It’s important to recognize that tall
buildings are huge. The amount of
space in the World Trade towers that
came down was roughly 10 million
square feet. The number of people
employed was on the order of 50,000.
These were like small cities themselves.

So what do we find when we look
within these tall buildings? First,
it’s not the case that there’s a single
cost of space at a given latitude
and longitude. There’s a whole
family of rents present. That’s a new
insight. The commercial developers
have known this, but the academic
world has overlooked it. There’s a
very systematic and substantial
vertical rent gradient, with a very
sharp rent premium for ground-level
activity, after which rents fall and
then they rise gradually and at an
increasing rate.
We see important stratification of
activity when we look at location
vertically within tall buildings.
Companies have better access to the
street, of course, at ground level, and
perhaps intuitively we see a lot of
retail concentrating at ground level,
with office-oriented activities above.
As you move up in a tall building, the
cost of accessing the space increases.
What we observe and document
for the first time is a positive rent
gradient. Once you get up above the
2nd floor, rents rise, and they rise
at an increasing rate.
The only way that can happen in a
commercial office building that is
populated by for-profit companies is
if there’s something about being high
up off the ground that is valuable.
One possibility is the amenity effect:

Workers value the spectacular
view from the 50th floor. Another
possibility is a signaling effect.
Anecdotally, we’ve heard if you’re
anybody, you want that office high
up. It’s more impressive.
We see that nearby employment
has a very compelling impact on
commercial rent. We also see that
your location vertically has a
compelling impact on rent. The
vertical location is as important for
the cost of space as is the horizontal
location. And what we also find is
the impact of employment inside
the building is a couple times larger
on commercial rent as compared to
employment of the zip code outside.
Forefront: You write that this

verticality you studied matters.
Why? How should its significance
influence policymakers and
civic decision makers?
Rosenthal: The more we understand

about what it is that makes a location
attractive in a world where local
government officials would love
to have better-quality employment
nearby, the more effective the
policymakers are going to be.
Otherwise, they’re shooting in
the dark.
Is there something about being high
up that is going to attract high-end
headquarters, for instance? Do you
want those companies to be present
in your town?

There’s a very systematic and substantial
vertical rent gradient, with a very sharp rent
premium for ground-level activity, after which
rents fall and then they rise gradually and
at an increasing rate.
F refront

29

From the city’s perspective, one
question arises: Is this going to
enhance employment opportunities
in the community, or are we going
to simply generate a massive amount
of unoccupied vacant commercial
space that is going to be a boondoggle
and undermine the health and vitality
of other buildings nearby? How
about, instead of an 80-story tower,
two 40-story towers?
So understanding what different
companies seek when they look for
space in an urban area is important
if you are the town official who has
the authority to say, “We’re going
to grant that permit” or “We’re not
going to grant that permit.”
There are serious for-profit motives
at work here, and that means
somebody who is willing to put
up his or her investment capital
and the town officials who are
willing to authorize the building
permits are hoping this is going
to be a source of enhanced
productivity and greater and betterquality employment opportunities
for the local community.
Forefront: Name a significant

insight we’ve gained about
city structure and policies in
the past 5 years.

Rosenthal: Cities are, of course,

expensive places. And you could
ask yourself, why would a for-profit
company ever want to do business
where it’s so expensive? Space is
expensive, labor is expensive.
The answer is we get something
back in exchange for operating in
that space, in that location. There’s
something about cities that is
enormously productivity enhancing
that makes it easier for businesses
to get the job done. If that wasn’t the
case, companies would move away
from cities.
One of the really important sets of
insights in the last 20 years has been
to better understand the nature of
what is it about cities that causes
labor and causes businesses to be
that much more productive. The
same worker is going to be a lot
more productive in Manhattan than
in Syracuse. So then there’s the
question of why. What’s driving
that? And we are increasingly learning
about what those mechanisms are
and how important they are.
A very fanciful but real mechanism
is that we learn from each other.
When we are in proximity, we see
each other more readily. It’s easier
to have face-to-face interactions.

So understanding what different companies seek when
they look for space in an urban area is important if
you are the town official who has the authority to say,
“We’re going to grant that permit” or “We’re not going
to grant that permit.”

30

Spring 2016

One possibility is that if I’m operating
in an area where there are other
innovative companies in my industry
nearby, maybe I’m a little quicker
at learning new ways to get the job
done. One place where we hear
this sort of story quite frequently is
in the high-tech area, research and
development, computer technology.
Silicon Valley is the most famous
example, but it’s not the only one.
Part of it also is about the ability
to tap into a pool of skilled workers.
If you lose your key technical
worker and you need to replace that
person—if you are trying to operate
a facility that has industry-specific
skill requirements, and you’re in the
middle of North Dakota—you’re
probably out of luck. There’s no
one else nearby. If you operate that
facility in an urban area, where
there are other companies similar
to yours, you have a much greater
chance of being able to replace that
key individual.
In the last several years, the academic
literature surrounding what is it
that makes cities productive places
has been increasingly successful
at providing evidence of both the
nature and the magnitude of these
sorts of underlying factors.

The same worker is going to be a lot more
productive in Manhattan than in Syracuse.
So then there’s the question of why.
Stuart S. Rosenthal
Every town mayor has a desire to
bring more effective employment
to his or her community. If you
have good quality employment
opportunities in the community,
all kinds of things are easier. Income
is going to be higher. There’s going to
be less stress socially, more resources
to fund local services, including
schools, fire, crime protection,
you name it. In order to have any
chance of proactively attracting and
retaining quality jobs in your town,
you need to understand what it is
that businesses care about and what
causes cities to be productive in
the first place.
Forefront: You are the managing

editor of the Journal of Urban
Economics. We wonder what
you see as the key policy issues
in the near and/or long term for
urban economics. Why?
Rosenthal: I think climate is one

factor that’s going to come up. There
is a paper in the Journal of Urban
Economics called “The Greenness of
Cities” that argues that densification
is an energy-efficient way, a lowimpact way for us to organize
ourselves. Those sorts of energy
and climatic issues are going to remain

important and grow in importance
over time, concerns about CO2
emissions, for example. How we
organize ourselves spatially makes
a difference for the environment.
There are enduring challenges for
cities that include the downside
of cities. They are, by definition,
congested places. We tend to have
higher crime rates in cities. That’s
going to be a challenge for every
city going forward.
Technology is going to continue
to impact the function of cities.
If you go back in time, cities began
primarily as manufacturing centers.
As technology has changed, as our
ability to move people and products
has changed, manufacturing has
moved away from the downtown
cores, and the function of cities
has changed and become much
more information oriented. So
any policies associated with
urban development are going to
be influenced by the nature of the
activity that takes place in cities. ■

Position

Maxwell Advisory Board Professor
of Economics, Department of
Economics and Center for Policy
Research, Syracuse University
Editor, Journal of Urban Economics
Education

Bowdoin College
BA in Economics, May 1980
University of Wisconsin–Madison
MA in Economics, December 1984
University of Wisconsin–Madison
PhD in Economics, May 1986

— Michelle Park Lazette

SUM AND SUBSTANCE
Understanding what drives businesses to
locate in tall buildings and in cities can arm
policymakers with important information
to consider when making decisions.

On the reel
Two questions in fewer than 4 minutes: Stuart S.
Rosenthal shares what he thinks are the best and
worst things policymakers can do as cities evolve.
tinyurl.com/z289hbs
F refront

31

2

PA R T

Bonnie Blankenship
Regional Community Development Advisor

32

Spring 2016

From Coal to Craft:
Eastern Kentucky’s
Changing Economy
Part 2 of a 4-part Forefront series examining eastern
Kentucky’s transition away from a coal-centric economy.

Swiftly changing economic conditions, highly
competitive trade growth, and a future relying on
evolving technology, a transition is taking place
in eastern Kentucky.

Artisan Center in Knox County, Kentucky. Photo courtesy of Timothy D. Hudson.

The decline of the coal industry
and loss of thousands of mining
jobs creates a need to reexamine
a new economic direction for eastern
Kentucky. One option is through
“creative placemaking” in which
partners from disparate sectors
use arts and culture activities to
strategically shape the character
of a region or neighborhood. It’s an
integrative approach to neighborhood
planning and economic development,
encouraging local communities to
use their distinctive resources,
cultural diversity, and unique attributes
to stimulate their economies.

The economic impact of
creative placemaking
Creative placemaking is a significant
economic development tool and can
be highly transformative for a region
in terms of income generation and
job creation. The Arts and Cultural
Production Satellite Account
(ACPSA) is a partnership between
the National Endowment for the
Arts (NEA) and the Department of

Creative placemaking is
a significant economic
development tool and can
be highly transformative
for a region in terms
of income generation
and job creation.

Commerce’s Bureau of Economic
Analysis. This partnership produced
the first federal in-depth analysis of
the impact that arts and culture have
on economic conditions.
In 2012, the ACPSA reported
that arts and culture production
contributed more than $698 billion
to the US economy, or 4.3 percent
of the US gross domestic product.
To put this in perspective, that’s
more than either the construction
($586.7 billion) or the transportation
and warehousing sectors ($464.1
billion). There were 4.7 million

F refront

33

Creative placemaking is broader than just
an organization or an artist. It’s about
community transformation. And it’s about
dollars and cents—and what makes sense.
workers employed in the production
of arts and culture activities, generating
$334.9 billion in compensation.
Arts and culture spending has a
ripple effect on the overall economy,
boosting ancillary businesses. The
ACPSA calculated that for every 100
jobs created in the arts, 62 additional
jobs are also created in fields such
as retail, information technology,
manufacturing, and food service, to
name just a few. That’s a big impact.
The creative industry ranks on
the same level with many other
sectors, for instance, information
technologies, communications,
transportation, distribution, and
logistics. Within Kentucky’s creative
industry, according to the 2014
Creative Industry Report issued by
the Kentucky Arts Council, there are
approximately 60,000 direct jobs,
a number which places the creative
industry ahead of other key industries
such as bioscience and auto and
aircraft manufacturing in terms of
employment. Including creative
occupations, indirect jobs associated
with suppliers, and spending by
those employed within the creative
industry, creative occupations add
up to 108,500 jobs.

A case for investment:
two examples
Creative placemaking has occurred
in communities throughout eastern
Kentucky for some time. The region
traditionally has been known for its

34		

Spring 2016

creative assets, but during the past
few years new funding mechanisms
have been created by the NEA,
ArtsPlace, and Kentucky Arts Council
to stimulate economic development
in rural communities.

Berea College
Berea College is a small liberal arts
college recognized nationally for its
labor program in which all students
participate in work study. Aptly
termed “work colleges” offer students
enhanced learning opportunities
by integrating work, learning, and
service during students’ college
experience. Located in Berea,
Kentucky, Berea College is distinctive
among post-secondary institutions for
providing free education to students
from selected counties: Every admitted
student from an Appalachian county
is provided the equivalent of a
4-year full-tuition scholarship.
Late in 2015, the college received
a $100,000 Our Town grant from
the NEA to help spur economic
development for rural communities
in eastern Kentucky. The award is
given to projects that could make
communities more lively, beautiful,
and resilient with the help of the
arts. Berea College’s project goal is
to map out areas of rural Kentucky
where a creative culture may be used
to help create economic development.
The college is partnering with 8 rural
communities, the Kentucky Arts
Council, and Kentucky Highlands
Investment Corporation. This
initiative is relatively new, enacted
as coal production in the region
has declined.

The college will focus its project
efforts within several HUD “Promise
Zones,” communities with high
poverty rates where the federal
government and local leaders
work together to increase economic
activity, improve educational
opportunities, leverage private
investment, reduce violent crime,
enhance public health, and address
other priorities. The counties of
Bell, Clay, Harlan, Knox, Letcher,
Perry, and Whitley, some of the
hardest hit economically by the
downturn in coal production,
comprise Berea College’s zones.
Overall, they have a poverty rate
of 30 percent, with 2,724 direct
coal jobs lost since 2002.

Appalshop
Appalshop was founded in 1969
as a project of the US government’s
War on Poverty and is located in
Letcher County, Kentucky, a region
hit hard by the loss of coal jobs and
is battling high unemployment. The
organization is 1 of 10 Community
Film Workshops conceived through
a partnership between the Federal
Office of Economic Opportunity
and the American Film Institute.
In 1974, the initial worker-operated
organization evolved into a nonprofit
company now called Appalshop
and established itself as a hub of
filmmaking in Appalachia. Since
that time, it’s produced more than
100 films covering subjects such as

The Major Players
In the last 2 years, strategic partners from a group of foundations and government agencies have jointly invested in creative
placemaking initiatives across the eastern Kentucky region.
The National
Endowment for
the Arts (NEA)

ArtPlace America

The Kentucky
Arts Council

The NEA is a federally funded organization. Its funding provides individuals and communities the chance
to participate in the arts on many levels, be it creative or experiential. In its first round of grants for fiscal
year 2016, the NEA has awarded $200,000 total to 8 Kentucky arts organizations. Grantees include Berea
College in Berea and Appalshop in Whitesburg. It also requires a creditor to notify the applicant of its decision
within 30 days from receipt of a completed application.
ArtPlace is a 10-year collaboration among a number of foundations, federal agencies, and financial institutions.
Its mission is to position arts and culture as a core sector of comprehensive community planning and development
in order to strengthen the social, physical, and economic fabric of local communities. Since 2012, it has awarded
approximately $1.2 million to 4 communities in eastern Kentucky. These 4 grants will incorporate landscape
design, public art, spaces for performance, and temporary installations alongside a walking path in a rural
Appalachian coalfield county. Grantees include the River Arts Greenway in Hazard, the Higher Ground Project
in Cumberland, Mining the Meaning in Whitesburg, and LuigART Makers Spaces in Lexington.
A state government agency responsible for developing and promoting support for the arts in Kentucky,
the Council awarded 73 grants totaling over $415,000 in eastern Kentucky in 2015.

coal mining, the environment,
traditional culture, and the economy.
It has branched out to include
theater, music and spoken-word
recordings, radio, photography,
multimedia, and books. Appalshop’s
goals are to increase arts, media, and
technology training opportunities
for young people in the mountains
and to strengthen longstanding
cultural institutions in the county.
In addition, it contributes to
diversifying Letcher County’s
economy by helping develop
tourism opportunities celebrating
place-based traditions and creating
conditions that can support
entrepreneurs building creative
businesses in the community. Selected
from a pool of nearly 1,300 applicants,
Appalshop received a grant of
$450,000 from ArtPlace America’s
2015 National Grants Program.

Making dollars and sense
Creative placemaking is broader
than just an organization or an artist.
It’s about community transformation.
And it’s about dollars and cents—
and what makes sense.
Artisans bring new life into the
community. Foot traffic from
arts and culture events is a bonus
for secondary businesses, restaurants,
bars, and hotels. Creative placemaking
stimulates public and private spaces,
revitalizes structures and streetscapes,
and improves local business
sustainability. It brings diverse
people together to celebrate, inspire,
and be inspired in small towns.
The creative culture is an enticement
for tourism through the promise of
a unique regional experience. Data
presented at the Kentucky Travel
Industry Association’s annual
conference in October 2015 indicate
that travel and tourism in Kentucky
is larger than ever: The industry

increased by more than $2.2 billion
over the past 5 years and has reached
$13 billion.
The story continues to emerge from
Kentucky’s rising creative industry,
developing from the data and
narrative of Kentucky’s artists who
participate in the sector. The story
is one of an entrepreneurial drive
and the role artists play in the
development of Kentucky businesses.
It emerges from the challenges
present in rapidly evolving new
technologies and the transition from
a regional economy dependent upon
natural resource extraction to one
that will draw upon more diverse
assets, talents, and skills. And the
story’s not over yet. ■
SUM AND SUBSTANCE
Creative placemaking is
reinvigorating eastern Kentucky’s
economy and communities.

Stay tuned
We have more work focusing on eastern
Kentucky planned for this year, including future
articles on ways regions can diversify their
economies and a look at migration data to see
what trends are occurring in eastern Kentucky.
F refront

35

In Case You Missed It

Financial Stability Work Continues
The third annual Financial Stability Conference highlights research and advances
in data requirements for macroprudential policy, systemic risk measurement, and
forecasting tools.

Karen Malec
Communications Advisor

Approximately 160 attendees from around
the world convened on December 3 and 4 in
Washington DC to attend the third annual
Financial Stability Conference, co-sponsored
by the Federal Reserve Bank of Cleveland, the
Office of Financial Research, and the Journal
of Financial Stability.
The conference brought together a variety
of speakers, panelists, and participants, including
members of academia, economists, and
banking supervisors. The program organizers
reviewed nearly 140 submissions from researchers
in Europe, Africa, Asia, North America, and
South America.

36

Spring 2016

The theme for this year’s conference was “Financial
Stability: Policy Analysis and Data Needs.” The event
highlighted research and advances in data requirements
for macroprudential policy, systemic risk measurement,
and forecasting tools.
Several topics that have been discussed in past
conferences came to the forefront this year, and topics
had enhanced depth and sharpened focus. One such
topic related to the global implementation of LEI,
or Legal Entity Identifier, which is used to uniquely
identify entities that engage in financial transactions.
Richard Berner, director, Office of Financial Research
(OFR), reinforced in his welcome speech the need for
the global implementation of LEI and also elaborated
on ways in which the OFR is looking across financial
systems to measure and to analyze risks. Some of
that work, including related papers, is featured on the
OFR website (financialresearch.gov).
Communication between researchers and banking
supervisors is growing. This dialogue and information
sharing is expected to improve policy recommendations
and banking supervision. Federal Reserve Bank of
Cleveland President and Chief Executive Officer
Loretta J. Mester thanked the audience in her welcome
remarks, letting them know their participation in the
discussion of papers and panel presentations was
crucial to the success of moving forward the dialogue
on financial stability.

Better models and data are needed, both by
policymakers and researchers, to understand
the interconnections between the banking
system and nonbanking institutions.

Mester reflected on the theme of the conference
and said that “the field of financial stability is actually
a relatively new one in terms of microeconomic and
macroeconomic foundations and modeling, yet
policymakers, regulators, and supervisors have had
to devise and implement tools for monitoring and
mitigating risks, even as the models and theories are
being developed.”
Mester discussed how this work came alive as she
participated in a tabletop exercise undertaken by the
financial stability subcommittee of the Fed’s Conference
of Presidents, the group representing the heads of the
12 Reserve Banks: “The idea of the exercise was to
investigate the use of various macroprudential policy
tools, as well as monetary policy, in a macroeconomicfinancial scenario that incorporated financial stability
risks.” Mester elaborated that the exercise underscored
the need for the work that is being done by the authors,
presenters, and discussants participating in the conference.
Stanley Fischer, vice chairman, Board of Governors
of the Federal Reserve System, spoke of how financialsystem vulnerabilities have been greatly reduced
from those of a decade ago. That being said, he noted
that regulators still lack the data that are needed to
illuminate important segments of the financial system
such as activities by asset managers and other
nonbanking areas.
Fischer noted that better models and data are needed,
both by policymakers and researchers, to understand
the interconnections between the banking system and
nonbanking institutions. He felt that these linkages
are critical to continue oversight and regulation of all
areas of the financial system.
“The essential element of that infrastructure is learning the
lessons of history—both the lessons of what happened
and the fact that supervisors and regulators will on

occasion be surprised.” Fischer felt that learning those
lessons was “certainly a far more important task than
it sounds.”
Stephen J. Ong, Cleveland Fed vice president, Supervision,
thought that Fischer’s perspective has a relevancy that
is current: “One of the Cleveland Fed’s focus areas in
2016 will be on risks to the banking sector and financial
system from nonbank financial firms, so Vice Chairman
Fischer’s remarks are a very timely precursor.”
Trent Reasons, director of analysis, Financial Stability
Oversight Council, US Department of the Treasury,
spoke about “Financial Stability and Improvements
in Risk Analysis: Lessons for Cybersecurity.” Reasons
talked about the lessons learned about cyber risks
and was encouraged that cyber legislation is currently
working its way through Congress. He noted that there
is no anonymized central repository for capturing all
information regarding cyber breaches (for example,
customers will be notified by their institution, but
the federal government may or may not be notified).
Reasons stated that the benefits of a central repository
would be huge and that modeling the data could cascade
into information on how to prevent breaches and/or to
mitigate risks.
Attendees walked away from this year’s conference
with insights into the progress that has been made in
developing models to identify and measure risks to
the financial system and financial stability, despite the
data needs that still are present. ■
Watch for yourself
The Board of Governors’ Vice Chairman Stanley Fischer delivers his
luncheon keynote speech. Check it out here: ow.ly/XnmM2.
Read more
Conference papers are available at ow.ly/Xnn6x.
Also look for a special issue forthcoming from the Journal of Financial
Stability containing research papers from this conference.
F refront

37

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Next in F refront, online and in print:
Economic Changes

Population and migration trends are shifting in eastern
Kentucky. Check out parts 3 and 4 of a 4-part series
on Kentucky’s changing economy.

Small-Business Survey

In our next issue, we discuss the results of the 2015
Small Business Credit Survey and whether credit has
become more readily available to small businesses.

Save the Date

The Cleveland Fed’s Regional Workforce Development
Forum occurs on June 1. The forum will provide a
comprehensive picture of the region’s labor market as
well as successful programs that address workforce
needs in innovative ways. Register by May 25, 2016,
on clevelandfed.org.

To subscribe, email forefront@clev.frb.org

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