| Quarter
2, 2001
by Yolanda K. Kodrzycki
With growth in demand for highly skilled workers expected
to continue for the long term, many states are wondering what
they can do to retain and attract recent college graduates.
Some business leaders and policy makers in New England have
expressed particular concern, citing the region’s high housing
costs and noting that the southern and western sections of
the country have gained population over the past twenty years
at the expense of the North and East.
Using the National Longitudinal Survey of Youth (NLSY),
I have been able to track the migration patterns of young
people between 1979 and 1996, and make some calculated guesses
as to what factors influenced these moves. My research suggests
that New England may well face some disadvantages, in part
because many of its residents destined for college were mobile
as children or leave the area to attend college. Both factors
increase the likelihood of graduates living outside the region
after finishing their studies.
But New England also has some strong advantages, in particular,
a vibrant economy with high pay for college grads. College
graduates also appear to be attracted to states with a seacoast
and the amenities that tend to locate in those areas. Perhaps
surprising, high housing costs do not appear, at least in
this sample, to be a major determinant of where recent college
graduates move.
Have education will travel
While the highly skilled are highly prized by policy makers
and business firms, they are also relatively hard to hold
onto; more highly educated American workers typically exhibit
substantially greater mobility. About 19 percent of NLSY respondents
with just a high school diploma changed their state of residence
at least once between 1979 and 1996; the figure was almost
37 percent for those completing four years of college, and
45 percent for those with even more schooling.
The greater mobility of the college-educated can also be
expressed in terms of their frequency of movement. For young
adult high school graduates, about 5 percent of sample members
(on average) moved to a different state in any given year;
for those completing college, the rate was about double.
Some of these moves were indeed the result of attending
college out of state; about 27 percent of the sample graduated
from college outside the state where they attended high school.
But the highly educated continued to be mobile even after
graduation. By 1996, 35 percent lived outside their state
of high school attendance; the figure rose to 44 percent for
those with education beyond college.
Most moves took place fairly shortly after college graduation.
One year after college graduation, about 30 percent of grads
were living in a state other than where they attended high
school. This proportion rose to about 40 percent by year six,
but then stayed roughly unchanged through year ten.
Regional differences
Although U.S. college grads had a high propensity to move,
they didn’t move around the country evenly. Individual regions
of the country experienced different net migration rates.
Consider first the movement of college grads relative to their
state of high school graduation. Recent college graduates
were far more likely to move into the South Atlantic, Mountain,
and Pacific divisions than other regions of the country. The
South Atlantic and Pacific also saw below-average proportions
of college graduates leaving those regions. As a result, net
in-migration rates were highest for the South Atlantic, Mountain,
and Pacific census divisions.
By contrast, New England gained about 20 percent more college
graduates through in-migration (relative to the number who
had finished high school here), but lost about 30 percent
more to out-migration, for a net migration rate of -10 percent.
Yet, this does not necessarily indicate a “brain drain,” since
the NLSY sample doesn’t include migration from foreign countries,
inflows more than five years after college graduation, or
other potential sources of college graduates, such as an increase
in the fraction of high school students from the region who
obtain a college degree.
For the most part, the broad conclusions
about migration patterns remain unchanged after comparing
the location of recent college graduates to their college
state, with the South Atlantic, Mountain, and Pacific states
still big net gainers. But, some areas look relatively weaker
or stronger by this measure. New England, for example, continues
to show net domestic out-migration but at a more modest rate.
This suggests that New England is better at retaining students
who attended college in the region than in retaining its high
school students who left the region to attend college elsewhere.
Is it the economy?
Not surprisingly, the economy played
a significant role in regional migration patterns. Recent
college graduates whose home states offered relatively high
employment growth (compared to the national average) were
less likely to move to other states. Six of the ten states
with the highest employment growth during the period were
in the South Atlantic and Pacific regions (Florida, Georgia,
Virginia, Washington, Delaware, and North Carolina)—regions
that also experienced among the lowest out-migration rates
among college graduates. Recent college graduates were also
less likely to move from their home state if it offered high
average pay. Pay for college graduates tended to be highest
in heavily urban states in the East—New Jersey, Maryland,
Connecticut, the District of Columbia, New York, Massachusetts,
and Virginia were all in the top ten (as were Alaska, California,
and Michigan)—and lowest in heavily rural states.
One might also expect that regional
differences in the cost of living would impact migration decisions,
particularly high housing costs. But, the effect of high housing
costs is difficult to assess. First, the states with the highest
house prices changed over time. In 1980, seven of the top
ten were in the west; by 1990, although Hawaii and California
continued to rank one and two, the remaining top ten were
all on the East Coast—with four in New England: Connecticut,
Massachusetts, Rhode Island, and New Hampshire. New England
and the Middle Atlantic states (as well as Hawaii and California)
remained far above the national average in housing costs through
1996.
So young college graduates may have
been discouraged from migrating into New England. Movers into
New England, for example, faced housing prices about 40 percent
above their high school state—second only to the differential
faced by those moving to the Pacific region. Nonetheless,
analysis using the NLSY sample fails to show that high house
prices led to out-migration. This is because states with high
house prices also tend to have other characteristics such
as high pay, a low unemployment rate, and a coastal location,
which are valued by recent college grads. Once these other
variables are taken into account, house prices by themselves
have an insignificant effect, although perhaps further research
would show that housing costs become more important as individuals
get older.
Past moving experience is the
strongest predictor
Despite widespread attention paid
to economic motivations for migration, personal experiences
also turn out to play an important role. Someone who has moved
in the past is more likely to do so again.
Attending college out-of-state was
especially important. A person who moved to attend college
was 54 percent more likely to live out-of-state five years
after graduation than someone who went to college in-state.
Someone who moved between birth and high school was 17 percent
more likely to change states again than someone who had not
done so. A past move was more important than either economic
factors or amenities in determining who relocated after finishing
school, explaining about 20 percent of the variation in individual
migration patterns.
Yet, different parts of the country
differ with respect to how geographically mobile young adults
were during childhood. Those growing up in the East North
Central and Middle Atlantic regions were the most likely to
have been born in the state where they attended high school.
By contrast, childhood mobility for college-bound New Englanders
was very high, with about one-half graduating from high school
in a different state than the one where they were born.
Regions also differ in the propensity
for individuals to attend college out-of-state. The Pacific
states had the lowest proportion leaving for college and the
lowest proportion living out-of-state five years after college.
College-bound students from New England were almost three
times as likely to go out-of-state for college and to remain
out-of-state after college.
This suggests that regional differences
in the structure of higher education may influence migration
patterns. The Pacific states—notably California—have an extensive,
relatively low-cost, public higher education system, so most
college-bound students choose to remain in the region. In
California, more than three-quarters of all bachelors’ degrees
in 1997 were granted by public institutions. In Massachusetts,
by contrast, their share was less than one-third. This, along
with high childhood mobility, contributed to the likelihood
that young college graduates who went to high school in New
England ended up locating elsewhere after completing their
studies.
What can we learn?
What are the pertinent lessons for
employers and policy makers?
The majority of young college graduates
in a state are likely to be people who went to high school
or college in that state. However, recent graduates also show
a high degree of willingness to undertake long-distance moves.
The majority of moves are to states
offering improved conditions along several dimensions—high
job growth, lower unemployment, higher pay, lower housing
costs, or better amenities. Young adults moving to the South
Atlantic and Mountain states enjoyed greater-than-average
increases in employment growth and greater decreases in unemployment
than movers to most other regions. The clearest attraction
of the Pacific region seems to be its seacoast location. College
grads have moved there despite a mixed economic picture with
housing costs, in particular, far higher than most other parts
of the nation.
Although state economies are influential
in determining where new college graduates move, it is important
to keep in mind that over 40 percent of the observed moves
were to states with lower employment growth. This suggests
that location preferences vary from individual to individual,
and circumstances unobservable to researchers (such as specific
job offers or personal relationships) also help determine
location decisions. An employer in a slow-growing or otherwise
“unattractive” state that is trying to fill a relatively small
number of slots may not be at a marked disadvantage. Recruiting
success depends largely on matching particular individuals
to particular jobs, rather than on being located in a particular
part of the nation.
 |
| *Sample members were between the ages
of 14 and 22 in 1979 Source: Authors calculations
using the National Longitudinal Survey of Youth |
 |
Note: Based
on place of residence five years after college graduation.
Does not include migration from outside the United States.
Net migration may not exactly equal moved into
minus left because of rounding.
Source: Authors calculations using the National
Longitudinal Survey of Youth, 1979 to 1991 |
Yolanda K. Kodrzycki is Assistant Vice President and Economist
at the Federal Reserve Bank of Boston. Her article, “The
Migration of Recent College Graduates: Evidence from the National
Longitudinal Survey of Youth,” appeared in the January/February
2001 issue of the New England Economic Review. |