July 13, 2010
Comparing Jobless Recoveries
The term “jobless recovery” was coined in the aftermath of the 1990–91 recession because job growth following the end of that recession was quite slow. Job growth was also slow after the 2001 recession. A similar pattern in job growth has emerged for the most recent recession: At midyear in 2010, the economic recovery is under way, although again job growth is not nearly as robust as desired.
The arbiters who date the beginnings and ends of recessionary periods—i.e., members of the National Bureau of Economic Research’s (NBER) Business Cycle Dating Committee—have not yet formally decided on the end date of the most recent recession. However, the latest recession is widely thought to have ended in May or June of 2009. At that time, U.S. nonfarm payroll employment had declined by approximately 7 million from its previous peak. Yet, as measured on a month-to-month basis, employment continued to decline through December 2009, albeit at a slower pace. The chart below indexes total employment from the U.S. employment peak in 2001 for the nation, as well as for the Seventh District states of Illinois, Indiana, Iowa, Michigan, and Wisconsin.
As the figure above suggests, payroll employment began to turn upward in January of 2010 for the U.S. But to date, job gains in the nation and in the District have been tepid when compared against the peak-to-trough job declines. Accordingly, public opinions on the overall economic recovery have been somewhat negative. Consumer sentiment readings, for example, have largely remained flat since their partial recovery during 2009, when financial market conditions had improved.
In my analysis, I assume that the most recent recession concluded in May 2009, which may not turn out to be the case according to the NBER. Over the period June 2009 through May 2010 (the first 12 months of the recovery overall job growth closely resembled that of the first 12 months following the end of the 2001 recession (December 2001 through November 2002). For the nation, the U.S. lost a net 560,000 jobs from June 2009 through May 2010, versus 562,000 during the first twelve months following the 2001 recession. Similarly, the Seventh District states lost 74,000 jobs over this recent 12-month span, versus 67,000 during the first twelve months after the 2001 recession .
Although the current labor market rebound is proceeding at about the same pace as the 2001–02 experience, it falls well short of expectations. That is because, this time around, the amount of jobs lost that need to be regained through job growth is much larger. As the chart above again illustrates, the recent recession was much greater in both depth and duration. Nationally, from the most recent peak in employment to its trough, over 8 million jobs were lost. Over the course of 2010, the economic recovery has resulted in new jobs totaling a little over 10 percent of that loss. For this reason, indicators of labor market stress—such as the average duration of those who are unemployed and the unemployment rate—remain at elevated levels that have been scarcely seen in many decades.
By comparing individual industry sectors’ job growth over the period June 2009 through May 2010, we can see that the character of this recession’s recovery is quite different from that of the 2001 recession’s recovery. The tables below show industry-specific payroll job gains or losses in the 12 months following the 2001 recession; and for the sake of comparison, they also show these gains and losses in the 12 months following the 2008–09 recession (again, I assume that the most recession concluded in May 2009).
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Notably, recent job losses in construction evidence the continued weakness in both residential and commercial construction in both the Seventh District and the U.S. As compared with the 12 months following the 2001 recession, the recent construction job losses in the nation continue to unfold at a pace seven times as great (versus three to four times as great in the District). In the U.S. as a whole, 516, 000 construction jobs have been lost from June 2009 through May 2010.
In contrast, the manufacturing sector is faring relatively better, experiencing a net job loss one-fourth as large as the job loss during the aftermath of the 2001 recession. During the current recovery, manufacturers have been furiously rebuilding their inventories after a long period of depletion. As expectations of economic growth were revised upward during 2009, producers realized the need to rebuild inventories in anticipation of sales. In turn, hours worked in manufacturing plants were raised, and net hiring took place, especially as the recovery unfolded.
During the six months ending in May, 2010, net jobs in manufacturing grew (rather than declined) by 109,000 nationally; and they grew by 34,000 across the Seventh District states. In the District, hikes in manufacturing production took place broadly across the regions industries—especially in durable goods -- especially in automotive, steel and machinery industries. Growth in exports to other recovering regions of the world, especially countries in Asia and South America, have helped sustain this sector’s hiring.
Unfortunately, job growth in the financial activities sector has thus far not mirrored what has happened in manufacturing. The financial activities sector contributed to net job loss during the first twelve months following the recession in both the nation and in the District, as real estate activity and related lending activities continued to falter. In the post-2001 recovery, employment in this sector grew in both the nation and the District.
The ongoing recovery in professional and business services employment seemingly outperforms what happened following the 2001 recession. However, massive hiring taking place in a single sub-category of professional services, namely, the temporary help category, throws this resurgence into question. Most of the gains taking place represent temporary help that is being taken on by firms who are reluctant to (yet) commit to permanent hires. [1]
Job gains in both education and health care services are contributing to net job growth during the recent recovery. However, the pace of job growth in both remains slower than in the post-2001 recovery period.
The leisure and hospitality industries continued to add employment during the post-2001 economic recovery, but these sectors are shedding jobs this time around. The depleted wealth of households following the declines in the financial markets and residential real estate markets has raised saving rates, and dampened enthusiasm for leisure and entertainment services.
Finally, state and local government hiring provided a bulwark to the post-2001 recovery period. However, financial stresses in these sectors today are resulting in real budget cuts—including cuts in employment. In the Seventh District, the state-local government sector added 29,000 net jobs in the post-2001 recovery period, but they have already cut 27,000 jobs over the period June 2009 through May 2010. Such cuts are expected to continue as federal recovery assistance funds are depleted—and as states face up to budget realities created by shortfalls in state and local tax revenue.
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[1] Contract and temporary workers are classified within the business and professional businesses sector, though such workers may be performing work in any sector. (Return to text)
Posted by Testa at 4:18 PM | Comments (0)
March 22, 2010
Job Revisions Downward
Over the past few years, the drop in employment has been steep and painful. A recent reassessment of the job count shows that even steeper declines have taken place than initially thought—both across the U.S. as a whole and in the Seventh Federal Reserve District, which covers all of Iowa and most of Illinois, Indiana, Michigan, and Wisconsin.
The U.S. Bureau of Labor Statistics (BLS) releases much awaited monthly estimates of payroll jobs for the nation. These estimates, which exclude self-employed individuals, are derived from a sample of reporting firms. Once each year, these monthly estimates of payroll employment levels are revised in a major way by the BLS. The BLS revisions are reported during the first quarter of each year to reflect an almost complete count of nonfarm payroll jobs that becomes available for the month of March of the previous year[1]. In a separate release , state payroll job estimates are similarly revised.
This year’s BLS revisions were unfavorable to both the U.S and to Seventh District states. On an average monthly basis for the year 2009 in its entirety, the revisions indicated further job decline in the U.S., by more than 1 million payroll jobs, or approximately 0.8 percent (table below). All five Seventh District states also reported downward revisions. Only Indiana’s downward revision of 1.2 percent exceeded the nation’s. Revisions for the states of Wisconsin and Michigan were relatively minor.
These downward revisions constitute more bad news because the original estimates already indicated rather sharp job declines (chart below). In the chart below, yearly decline is measured by the 12-month percent change from December 2008 to December 2009 (red bars)[2]. In examining the annual rates of decline before the revisions, payroll job counts for the Seventh District region were off 4.1 percent. Prior to the revisions, the U.S. as a whole showed a net decline of 3.1 percent of total payroll employment over the same period. The revisions to these data widen the U.S.–Seventh District gap, from 1 percentage point to 1.3 percentage points.
Among individual states, Illinois and Indiana have the sharpest revisions—both at 0.9 percentage points. And the revisions for Wisconsin and Iowa are just behind, at 0.8 percentage points and 0.7 percentage points, respectively. After the revisions, Michigan was actually 0.1 percentage point higher than before—a small bit of good news for a state that lost 840,000 nonfarm payroll jobs since mid-year 2000, an 18 percent decline; by comparison, the U.S. experienced a 1.7 percent decline since that time.
Note: Chenfei Lu and Christian Delgado de Jesús assisted with this essay.
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[1]These BLS counts are not of workers but of jobs. A worker may hold one or more jobs. Data in the chart are seasonally adjusted. (Return to text)
[2]The region reported covers the full state boundaries of those states. As mentioned before, the Seventh Federal Reserve District covers only the parts of Illinois, Indiana, Michigan, and Winsconsin. (Return to text)
Posted by Testa at 9:18 AM | Comments (0)
January 11, 2010
State population growth: What does it tell us about the states in the Seventh Federal Reserve District?
The degree to which a state’s population has grown can tell us a lot about that state’s economic conditions and prospects. Many U.S. households move very far to find a better quality of life. They seek not only more sunshine and recreational amenities, but also higher income and wages, more employment opportunities, and better housing affordability. Local public leaders and businesses care deeply about population growth. Lately, such concerns focus on possible loss of highly educated “knowledge workers,” who help drive local economic growth. More generally, a decline in population in a local area can create difficult problems in public infrastructure. If a state’s population shrinks unexpectedly, many public services and facilities, such as roadways and water and electricity infrastructure, are not easily reduced in scope or size. And if current population estimates hold up through the end of 2010, national political representation is likely to shift. In particular, the Seventh Federal Reserve District states of Michigan, Illinois, and Iowa could each lose one seat in the House of Representatives.
The U.S. Census Bureau recently released its state population estimates through mid-2009, with a breakdown of population change. The Seventh District comprises all of Iowa and most of Illinois, Indiana, Michigan, and Wisconsin; of these five states, Michigan alone is estimated to have experienced a decline in population between July 1, 2008, and July 1, 2009[1]. This marks the fourth year in a row, beginning with 2006, that Michigan has had that distinction. Michigan also lags every state in the nation in cumulative growth since 2005. Michigan has cumulatively lost 121,000 people over the period 2005–09.
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The “natural increase” in population, namely, births minus deaths, is typically the largest component of year-to-year population change. But the states’ different migration trends can tell us the most about their relative attractiveness. A state’s “net domestic migration” measures how many people come in from other states to live there versus how many residents leave for other states. In the table below, it’s clear that all five Seventh District states experienced domestic out-migration in 2009. This has been their typical experience over the past decade. Only Indiana experienced any years of positive domestic net migration during the decade (over the period 2006–08).
Converting net domestic migration to a rate of migration (per 1,000 residents) helps us to scale these figures relative to the size of each state. Here, Michigan’s rate of domestic out-migration easily outweighs the other states’, though Illinois’s is also quite high. For 2009, Illinois’s rate of domestic net-migration, at -3.8 residents per thousand ranked 46th in the nation; Michigan ranked 50th.
Illinois and Michigan differ greatly in the degree to which net foreign in-migration offsets domestic out-migration. Illinois’s net gain of 36,000 individuals through foreign in-migration in 2008–09 offset virtually three-fourths of the state’s domestic out-migration. In contrast, for example, Michigan’s net foreign in-migration offset only 15 percent of the state’s domestic out-migration. According to demographer William Frey, states having important “gateway” cities for immigrants, such as Chicago, are especially advantaged in this regard.
Surprisingly, even though Michigan’s economy has foundered over the past decade, the state’s pace of domestic out-migration held steady rather than climbed in 2009. Michigan’s state demographer, Kenneth Darga, has carefully documented the state’s demographic trends over many years, including net migration back to 1961. As seen below, net out-migration during the early years of the 1980s easily outpaced those of recent years. By way of possible explanation, in comparison to today, there were more states back then having labor market opportunities that unemployed Michiganders found attractive, compelling them to move away. Recall that some energy-producing states, such as Texas and Louisiana, were then faring well; and other states were benefiting from surging national defense expenditures and a technology boom in personal computers and related equipment and software.
Other explanations have been offered. Demographer Frey and others note that the overall U.S. domestic migration rate has been declining; it is currently at its lowest point since such statistics have been reported, back in the late 1940s. Americans are less likely to move far away from their current homes for economic opportunities out of state, as both average age and homeownership rates have climbed. Michigan—with 76 percent of its households being homeowners—does have among the nation’s highest rates of homeownership. At the same time, because of its flagging economy, the share of Michigan homes whose current market value exceeds the size of the mortgage debt on the property is also among the highest. In contemplating a move to another state in search of employment, some of these Michigan households may find themselves too cash-constrained to finance job searches outside the state. That is, even if they managed to sell their homes and move away, they would likely need to pay off the remaining balances to their homes’ existing mortgages.
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[1]Among all 50 states, only Michigan, Maine, and Rhode Island lost population year over year over this time period. (Return to text)
Posted by Testa at 3:25 PM | Comments (2)
March 12, 2009
Midwest in Recession: Then and Now
By Bill Testa and Vanessa Haleco-Meyer
Longtime Midwest residents may be befuddled by ongoing comparisons of the current national recession with those of 1974-75 and 1981-82. While the headlines suggest this recession compares, so far, with the deepest recessions of the past 50 years[1], we in the Midwest have a somewhat different perspective. For us, the recessions of 1974-75 and 1981-82 were far worse, at least so far. An exception may be made here for Michigan, which has been experiencing a recession of sorts all decade long.
Statistical comparisons of regional recessions with the nation are difficult for a number of reasons. Arguably, the best basis of comparison can be made using payroll employment data which are available monthly from the Bureau of Labor Statistics.[2] In the charts that follow, we index job levels in states, the Seventh District (Illinois, Iowa, Indiana, Michigan, and Wisconsin), and the U.S. to a beginning value of 1.0. We begin the time series at the quarter in which employment levels peaked in the state, region, or nation. Since employment peaks may differ between a state or region and the U.S., we sometimes begin comparative series at slightly different dates. For example, employment in the Seventh District last peaked in the second quarter of 2007, but the U.S. peaked in the fourth quarter of 2007. (On the charts, the indexed lines will appear to begin in the same quarter). We use seasonal adjustment to iron out variations in employment that typically occur every year.
The chart below compares payroll job growth for the Seventh District versus the U.S. during the 1974-75 downturn, the 1980s downturn(s), and the 2008 downturn. The U.S. economy officially recorded two back-to-back recessionary periods in the early 1980s. Since the episodes took place so close together, and since the Midwest experienced virtually no pause between downturns, we index jobs beginning from the previous peak (1980-Q1 for the U.S. and 1979-Q2 for the Seventh District) through to the final trough.
In examining payroll job performance during these recessionary periods, the first thing to note is that payroll employment dropped more rapidly in the 1974-75 recession (blue lines) than in subsequent recessions. Seventh District payroll job levels fell by 4% in the four quarters following their peak in the third quarter of 1974 (before turning upwards). In comparison, and despite the dramatic declines over the past few months, the current recession has experienced a shallower and slower decline from the previous employment peak (green lines).
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Recent job declines have also been shallower so far than the fairly dramatic declines the Midwest experienced in the 1980s (red lines). After reaching a peak in 1979, payroll jobs in the District fell for four years, reaching bottom in the first quarter of 1983 at 10% below the peak. The U.S. experience of that time was quite different. Following a slight decline in 1980, national employment growth resumed briefly before falling 3% during the 1981-82 recession. Over the entire length of both recessions, the pace of job decline in the Seventh District was more than five times that of the nation.
The dismal experience of having no post-recession recovery is one that the state of Michigan is now experiencing. The chart below indexes payroll job decline and growth circa the 2001 recessionary period. From its second quarter peak in year 2000, Michigan’s employment has fallen by over 10% (green line). The remaining states of the Seventh District—Indiana, Illinois, Wisconsin, and Iowa—have fared somewhat better, but in the aggregate the four-state region only recently regained its previous peak. In contrast, national employment had regained its previous peak by the end of 2004.
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The final charts (below) display the employment experiences of each Seventh District state for the three aforementioned periods. In each state, the 1980s look worse than the current recession. This is even true for Michigan, which underwent a 15% job decline from its peak in the second quarter of 1979 to the fourth quarter of 1982. However, Michigan and its troubled automotive industry enjoyed a big bounce in 1982 when U.S. consumers returned to auto showrooms and began to buy cars at a rapid pace as gasoline prices eased. This time around, Michigan and much of the surrounding Midwest automotive belt hope for a repeat performance. However, Michigan’s current automotive challenges are surely more structural and deeply rooted. It will take more than an upturn in national automotive sales to pull along the state’s employment and income.
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[1]The nation also experienced less serious downturns, during 1969-70, 1990-91, and 2001. See http://www.nber.org/cycles.html. (Return to text)
[2]Payroll employment numbers are subject to revision in March of every year. See http://www.bls.gov/sae/790over.htm#employ. (Return to text)
Posted by Testa at 10:14 AM | Comments (0)
February 3, 2009
Seventh District Labor Markets at Year-end
by Bill Testa and Vanessa Haleco-Meyer
Government agencies regularly report statistics that reflect state and local labor market conditions. These measures are far from perfect in their accuracy, and they often seem to conflict. Yet, these measures currently agree to a negative view of the labor markets in the Seventh Federal Reserve District.
State unemployment rates, using a household sample survey, measure those people of working age who are actively looking for work as a fraction of the work force (both employed and unemployed). Since it is sample based, the measure is imprecise, especially readings for a single given month. The chart below shows that the unemployment rates for the nation and the Seventh District began to move up moderately off of their cyclical lows throughout 2007. During 2008, the unemployment rates accelerated primarily because of net job destruction. The gap between the Seventh District’s higher unemployment rate and that of the nation remained fairly steady in recent years, even as unemployment rates were climbing in each of the District’s states and in the nation as a whole.
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Not all states of the District maintained a higher-than-average unemployment rate over the past few years. As measured in the fourth quarter of 2006 (chart below), Michigan’s high unemployment rate accounted for the bulk of the gap between the District’s rate and the nation’s. By the fourth quarter of 2008, Illinois’ unemployment rate had climbed above that of the nation, and Indiana’s unemployment rate also topped the national average. In contrast, Iowa’s and Wisconsin’s rates of unemployment in 2008 were seemingly lower than those of the overall District and the nation.
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Federal and state government agencies also track and report payroll employment. These data, released on a monthly basis, are drawn from a sample survey of firms that provide information on their employees; and so, unlike the unemployment figures, the data are not counting those in the work force who are self-employed. Since it is only sample-based, the payroll survey, too, contains measurement error. These errors tend to be more pronounced during times of sharp turns in economic direction (such as the present). During economic downturns, some firms may drop out of the sample as they cease operations. This has tended to understate net job declines, since the sampling methods cannot distinguish between a failed firm and one that is simply late or negligent in reporting. State payroll figures are adjusted for such biases during the first quarter, but even with such adjustments, revised figures do not cover the recent months, but are rather “re-benchmarked” up to a point early in the previous year.
The chart below displays the change in total payroll jobs in the fourth quarter of 2008 relative to fourth quarter in 2006. All states except Iowa lost jobs on net. Over much of this two-year period, Iowa continued to enjoy a boom in farm commodity prices and strong production and sales of related equipment. In the chart, job losses in Michigan and Indiana are especially prominent, reflecting their troubles with their automotive sectors. Using this measure, Wisconsin’s job losses seem to be more severe than what its unemployment rate may have suggested.
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Labor market indicators often conflict both because of inherent measurement error and because they measure different features of the labor market.[1] Accordingly, it is often best to gather an array of indicators in assessing labor market conditions. Reported figures from each state’s unemployment insurance (UI) system are also followed. Each state’s UI system records weekly data on new applications or claims for insurance by those who have recently lost their jobs. (Data also report the number of people who have lost jobs and continue to receive unemployment benefits.) These data do not comprehensively reflect labor market conditions. That is because layoffs or other job separation events are only part of the process of net job gain or loss. In particular, job hires or emerging self-employment may be taking place in a state at the same time that job separations are on the rise. The chart below displays changes in initial claims for UI in the fourth quarter of 2008 relative to the fourth quarter of 2006. As compared with the final quarter of 2006, layoffs and other involuntary unemployment events were emerging much more rapidly in late 2008. This is so in the nation and in each of the District’s states. Indiana’s job separations were running especially high late in 2008 as compared with the fourth quarter of 2006—well in excess of the increase experienced nationally. And separations in Iowa have also begun to rise sharply in the fourth quarter.
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The severity and speed with which labor markets deteriorated during the final three months of 2008 has been especially disconcerting. In the District, jobs declined at a 5.1% pace. Nationally, payroll jobs declined at a 3.7% annualized rate during the fourth quarter of 2008 (1.3 million). Since 1960, payroll job decline in the nation has exceeded this pace in only one quarter, that being the first quarter of 1975 (-6.1%). And currently, most forecasts predict economic output to bottom out no sooner than the second half of this year.
Such concerns are especially acute because job markets recovered slowly in the aftermath of the past two national recessions. Slowly recovering job markets often reflect structural imbalances that have preceded and accompanied recessionary periods. The 2001 recession partly reflected the fallout from overspending on technology-oriented enterprises, such as telecommunications, and other capital equipment. Workers displaced from these sectors might have found it difficult to find jobs in new industries, or the impacted sectors themselves were slow to recover and begin hiring anew. This time around, sharp structural imbalances in housing construction and financial services are underway.
Imbalances that can emerge among different multistate regions in the U.S. can also play a role in achieving “full employment.”[2] An industry shock to a particular sector that is highly concentrated in one region may displace workers whose job opportunities may be emerging in another region. Past Midwest experiences are a case in point. The region suffered inordinately through the double-dip national recessions of 1980 and 1981–82. The chart below compares the District’s unemployment rates with those of the nation from two periods: the 1980s and the current decade. By the end of 1982, the nation’s unemployment rate approached 11%, while the District’s unemployment exceeded 13%.
This wide gap of the early 1980s came about from underlying currents having distinct geographical accents. In particular, high oil and natural gas prices were buoying energy exploration activities in many parts of the West and Southwest; rapidly expanding federal spending to rebuild national defense stocks were lifting many regions of the South and West; and the rapidly rising value of the U.S. dollar contributed to moribund exports of farm products and manufactured goods from the Midwest (as well as to stiff import competition).
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In contrast, the recession of 2001 and its immediate economic aftermath had fewer inter-regional differences. As seen above, unemployment rates between the District and the nation were very similar. As the remainder of the decade unfolded, however, the profound structural changes going on in the automotive industry did begin to negatively affect District labor markets; the District’s unemployment rate began to rise higher relative to the national average. The Detroit Three automakers (Chrysler LLC, Ford Motor Co., and General Motors Corp.) and their suppliers experienced significant losses to foreign-domiciled auto plants located in other regions and to imported automotive products as well. While (post-2001) job levels largely recovered in the District, Michigan experienced continuous year-over-year job losses.
Now, amid a sharp regional downturn, employment statistics will be keenly watched to help guide our decisions regarding job search, education and training, local investment, home sales, and migration.
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[1]Note: Unemployment rates do not necessarily reflect job trends because working age people can drop out of the work force in response to a lack of job opportunities, thereby lowering the unemployment rate, even though payroll jobs and job vacancies are falling. A worker who drops out of the labor force no longer reports as being “unemployed” in the survey. The reverse can also take place by the same reasoning: Even with a rising number of jobs and employed persons, there can be rising unemployment. (Return to text)
[2]Note: Comparing levels of unemployment between periods can be somewhat difficult. The “natural rate of unemployment,” or normal benchmark for a “full employment economy,” is thought to have been higher in the 1980s than today—by about 1 to 1.5 percentage points. The natural rate depends on demographics of the population, such as age and education (affecting labor force participation rates by age). For a discussion, see study by David Brauer, among others. (Return to text)
Posted by Testa at 11:15 AM | Comments (0)
December 3, 2008
Exports and the 2008 Economic Slowdown
Back in the 1930s, policy makers perhaps contributed to the economic downturn by sharply lifting tariffs on imports into the U.S.—the infamous Smoot-Hawley legislation passed on June 17, 1930 that raised import tariffs on over 20,000 goods. In response to these policy actions, our trading partners raised tariffs (and nontariff barriers) on U.S. exports. If the U.S. intention was to keep jobs at home, the effect was probably to aggravate unemployment here and abroad.
In recent years, trading activity with other nations has been a definite engine of growth for the U.S. Exports are contributing much to an otherwise faltering pace of economic growth. Though exports comprise only 12.4 percent of U.S. output, export growth accounted for one-half of the nation’s (2.0) percent GDP growth in 2007; exports accounted for one-third of GDP growth over 2006 and 2007. Indeed, in every year since 2002, the growth of exports has added at least one-half percentage point to national output growth.
Per the graph below, export growth has similarly lifted incomes and output in the Seventh District. Overall, nominal export value climbed by $54.7 billion, or 58.7 percent, from 2003 through 2007, with every District state joining in the expansion. Per the table below, our NAFTA partners, Canada and Mexico continue to be our largest export destinations, with China growing rapidly over the 1997-2007 period.
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The strong role of our NAFTA partners as an export destination reminds us that growth in trade often comes about from the hard policy work involved in negotiating trade agreements with other countries. The graph below illustrates the growing number of countries that now receive exports from producers in Seventh District states. Each District state has added a fair number of trading partners since 1997.
Aside from avoiding the (past) mistake of squelching international trade, the U.S. also has the opportunity to expand its export opportunities in the years ahead. Awaiting enabling legislation from the U.S. Congress, bilateral or two-nation agreements have been negotiated with Panama, Columbia and South Korea. To learn more about these agreements and those that have preceded it, one source of information is TradeAgreements.gov (this web site is a joint effort between the Departments of Agriculture, Commerce, State, Treasury and the Office of the United States Trade Representative).
Note: Vanessa Haleco-Meyer contributed to this weblog.
Posted by Testa at 1:32 PM | Comments (0)
July 2, 2008
Michigan—Brakes and Shocks
Few outside the state of Michigan are fully aware of its economic woes. Nationally, the U.S. economic slowdown, housing market decline, and rising gasoline prices have captured the headlines. Even within the Midwest, spring and early summer flooding have dominated our news. Somewhat lost in the shuffle, Michigan payroll jobs are down more than 10% from their peak in June, 2000, representing over 486,000 jobs. Recent developments are no more encouraging. The state's (preliminary) unemployment rate rose by 1.6 percentage points in May, to a seasonally adjusted 8.5% percent—topping the U.S. rate of 5.5% by 3 full percentage points. Preliminary statistics estimate that payroll jobs in Michigan fell by 68,000 over the month (seasonally adjusted). Minus Michigan, reported U.S. employment would have grown by 19,000.
Michigan’s economy currently suffers from unfortunate industry composition, with an added dose of structural shocks to several of its prominent lines of business. In particular, the automotive, tourism, and office furniture sectors are highly sensitive to national swings in economic activity. As the U.S. economy slows, such industries tend to decline even more. Moreover, in the case of automotive and tourism, structural changes are tending to further dampen economic production and hiring in Michigan.
Michigan’s economy remains far and away the nation’s most concentrated in motor vehicle manufacturing. Its overall employment concentration lies 8.5 times the national average in combined automotive parts and assembly, with many attendant jobs in manufacturing, distribution, and professional service companies that are customers or vendors to automotive producers.
While U.S. automotive sales remained robust until recently, the former Big Three automakers (now more appropriately called the Detroit Three) and their suppliers have been steadily losing market share to imports and to foreign nameplate producers located elsewhere in the U.S. As of May 2008, market share of the Detroit Three automakers had fallen from 67.8% in 2000 to 47.2%. Prominent parts supply companies, including Delphi, Dana, Tower, and Collins & Aikman, have folded, merged, or are currently trying to emerge from bankruptcy.
With the recent economic slowdown, automotive sales are resuming their cyclical pattern of retrenchment. To some degree, the historical behavior of sales declines was allayed in the aftermath of September 11, 2001, when automakers offered generous sales and financing incentives to prospective buyers. However, today’s slowing economy appears to be leading consumers to avoid the purchase of new autos. As discussed recently at our annual Automotive Outlook Symposium, rising gasoline prices are curbing driving behavior while draining household income.
The recent run-up in gasoline prices has magnified loss of market share and erosion of profitability of the Detroit Three automakers and their suppliers. Over the past year, the Detroit 3 share of domestic sales has fallen by 7.1 percentage points. To some degree, this repeats the pattern of the 1970s when U.S. consumers turned to (imported) foreign-domiciled automakers who offered vehicles with greater fuel efficiency. Domestic automakers are more reliant on trucks than on cars, and they tend to lag foreign manufacturers on fuel efficiency.
Not only the automotive sector has been impacted by rising energy prices. Michigan’s tourism, recreation, and hospitality industry has taken on added importance in the wake of the state’s waning automotive industry presence. Many parts of western and northern Michigan feature attractive scenic and semi-rural locales for retirement, recreational living, and seasonal tourism. In addition to its many inland lakes, the state is endowed with 3,126 miles of Great Lakes shoreline, which is attractive for boating, fishing, and other recreational activities like hiking, cycling, and golf. In particular, the state registers nearly as many boats as Florida or California. Such activities in Michigan are especially related to vacation and seasonal homes. As of the last Census, 5.6 percent of homes in Michigan were of this variety versus a national average of 3.1 percent.
The map below shows recreational counties as designated by demographers Calvin Beale and Kenneth Johnson. The northern tier counties of Michigan and Wisconsin have long been recreational destinations, especially for Michiganders and residents of the greater Midwest region.
Recreational spending is highly discretionary on the part of consumers. As household income falls, recreational spending can be easily curtailed by households in an effort to maintain spending on necessities.
Recent declines in Michigan recreational spending are reflected in data collected by the State of Michigan on sales tax collections imposed on overnight lodging. These accord with declining lodging occupancy rates collected by the industry. Both are down so far in 2008 on a year over year basis. A broader index of Michigan’s tourism activity is displaying a modest uptick for the first quarter of 2008 versus one year ago. However, with rising gasoline prices, the index (and activity) is expected to trend lower in coming months.
Two additional factors may be restraining recreation sector growth in Michigan. Michigan’s recreational counties are characterized by ownership of second homes. The run-up in housing prices and the subsequent rash of foreclosures and price declines have been especially severe in recreational/seasonal home locales. Seasonal home residents who have experienced asset price losses on their second homes may be especially aggressive in re-building their household balance sheets by restraining current spending in the second-home locales.
The second, more obvious, factor affecting recreation this year is rising gasoline prices which raise both travel costs to vacation locales and, in Michigan's case, the cost of boating. However, some domestic vacation locales may benefit from a backwash effect as households choose nearby attractions rather than long distance adventures. Nonetheless, in most instances, the overall effect tends to be a dampening. For these reasons, tourism industry analysts in Michigan are forecasting declines in tourism activity for 2008.
In addition to automotive and recreation sectors, Michigan has a strong presence in the furniture sector. Indeed, Western Michigan hosts the nation’s largest concentration of makers of office furniture. This industry took shape in the late nineteenth century during rapid industrial growth, which was accompanied by rapid growth in office employment. Taking advantage of the region’s abundant hardwoods and skilled immigrant craftsmen, most furniture companies in the area had developed as manufacturers of high-end traditional style home furnishings. However, the labor-intensive wood furniture industry declined in Grand Rapids and other northern centers by the mid-1900s due to competition from Southern producers. In response, the Grand Rapids industry shifted its focus from household to office furniture, led by companies that would become industry giants: Steelcase, Haworth, and Herman Miller.
The U.S. Census reports that the state is the nation’s leading producer of office furniture and fixtures, with 17,000 direct employees in 2005. Broadly defined, the state’s industry share accounts for 24% of the nation’s shipments. (Michigan’s share is larger according to the way that the industry trade association defines the industry).
Michigan’s office furniture companies have been affected by competition from China and other low-cost locales. Despite competitive pressures, the companies have successfully responded in two ways. To some extent, producers have moved or offshored production of select product lines to low-cost locales while maintaining high value added and custom design services domestically. More importantly, these companies are characterized by great innovation in product and processes. They have succeeded and grown by offering custom and advanced products and services.
However, office furniture sales and production have been highly cyclical. The industry experienced sagging sales in the late 1980s and early 1990s when U.S. businesses downsized middle management positions and as the U.S. economy sagged. So too, the “technology bust” years that began the current decade saw a falloff in demand for office systems and furniture, especially in the IT sector.
So far in the current environment, industry production has been holding up well. However, if industry observers are correct, office furniture may be “one more shoe about to drop” in Michigan. An opinion poll of office furniture executives has been flashing negative for the near term outlook, and the industry association has recently lowered its forecast of 2008 production.
If such expectations develop, this would further dampen economic activity and the labor market in Michigan. Cyclicality of certain businesses can be planned for and absorbed by states such as Michigan and its neighbors. However, cyclical episodes in the economy can be exceptionally severe when shocks such as rising energy prices are in play and when longer term structural changes are taking place, as they are in Michigan’s automotive sector.
Thanks to Graham McKee and Vanessa Haleco-Meyer for assistance.
Posted by Testa at 11:57 AM | Comments (0)
June 5, 2008
2007 Economic Growth in the Seventh District
For nations, gross domestic product (GDP) is the most widely used yardstick to measure economic activity and growth. Conceptually, GDP measures the value of output produced by the market economy within a year or other period. In addition, GDP is defined as output produced within a designated geographic area such as a nation’s boundaries.
There is one more major wrinkle in this measure; GDP is typically reported as “real” GDP, meaning that the dollar values of goods and services are adjusted to reflect price changes. Such adjustments are made so that, for example, output growth reflects real gains in both the quantity and quality of what a nation produces, and not merely dollars transacted.
GDP matters to people, workers, and households because what is produced gives rise to what is earned in wages, salaries, and earnings on capital and savings. Accordingly, in many economics textbooks, the GDP concept is presented alongside its equivalent yardstick, gross national income.
In the U.S., the Bureau of Economic Analysis (BEA) produces data on GDP so that the pace of overall economic activity and its many components can be tracked on a timely basis. More recently, BEA has begun to provide timely GDP estimates for states and regions. On June 5, for example, the BEA released preliminary estimates for states and regions covering the calendar year 2007.
BEA data on GDP growth by individual states for 2007 shows a general economic slowdown that mirrors the national slowdown from 3.1 percent in 2006 to 2.0 percent in 2007. In all, 36 states experienced slowing GDP growth in 2007 versus 2006, with weakness centered in finance and in construction—especially housing.
The BEA’s map, reproduced below, shows several features of GDP growth in the Seventh District states—Illinois, Indiana, Iowa, Michigan, and Wisconsin.
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GDP growth in all five states of the Seventh District fell short of the national level in 2007. Michigan recorded a decline of 1.2 percent, marking the state’s second year in a row of economic output decline and its third such year over the past four.
In contrast to Michigan’s ongoing slow growth, many previously high-growth states in other regions experienced sharp declines in growth for 2007 versus their 2006 pace of growth. In particular, Arizona’s growth pace slowed from a 6.7 percent pace in 2006 to 1.8 percent in 2007; California went from 3.8 percent to 1.5 percent, Florida from 3.6 percent to flat, and Nevada from 5.4 percent to 0.6 percent.
The overall pace of growth in the Seventh District states slowed much less dramatically—from a pace of 0.9 percent in 2006 to 0.6 percent in 2007. This can be attributed to two major developments. First, the size of the highly impacted residential construction industry is much larger in high-growth states such as Arizona, Nevada, and Florida. While Midwestern states have experienced similarly sharp declines in housing activity, the impact has been proportionately larger outside of the region.
Another factor is that the U.S. manufacturing sector did not decline to the same extent in 2007 as it has in previous economic slowdowns. The falloff in new home sales and construction has exerted a drag on certain manufacturing industries, such as building materials and home appliances. However, other industries, such as machinery and computing equipment, continue to be buoyed by rapid growth in exports abroad, while others, such as mining and farm machinery, are being lifted by the global surge in commodity demand. For the manufacturing-intensive Midwest, then, the pace of overall economic growth has not slowed as much as it has in most previous episodes.
Another notable trend can be seen from the differing pace of growth within the Seventh District (see map above). Starting from the eastern states of the Seventh District, GDP growth in Indiana and Michigan significantly underperformed the western states of Illinois, Wisconsin, and Iowa. By way of explanation, the sagging domestically domiciled U.S. automotive industry exerts a heavier influence on Indiana and Michigan (and Ohio, too).
Posted by Testa at 2:06 PM | Comments (0)
May 22, 2008
Tracking Seventh District Manufacturing
By Emily Engel, Associate Economist
There is a greater concentration in manufacturing among the five states of the Seventh Federal Reserve District than in the nation. For example, as measured by the share of payroll jobs in manufacturing, Indiana ranked first among the 50 states in 2007; Wisconsin, second; Iowa, fourth; Michigan, seventh; and Illinois, 19th. For this reason, we at the Federal Reserve Bank of Chicago tend to closely watch the manufacturing sector. In fact, our watchfulness often becomes close scrutiny during times like the present when the U.S. economy shows signs of slowing. (Manufacturing activity has tended to be highly sensitive to general business downturns.)
The Chicago Fed Midwest Manufacturing Index (CFMMI) is a public statistical release that the Federal Reserve Bank of Chicago has been producing since 1987. This monthly release tracks manufacturing output for the Seventh District states (Illinois, Indiana, Michigan, Iowa, and Wisconsin) and compares it to the manufacturing component of the Industrial Production Index (IPMFG) produced by the Federal Reserve Board of Governors. The chart below, taken directly from the March release of the CFMMI, shows historical data comparing the CFMMI to the IPMFG. Over the decade, Midwest output growth has lagged the nation. During the current slowdown in national economic activity, both the IPMFG and the CFMMI have slowed and declined at a very mild rate in comparison with past episodes.
Industry concentration in specific industrial sectors influences economic performance among District states. In particular, transportation equipment and machinery are bellwethers of state economic performance in the District.
Since the beginning of this decade, the automotive-intensive states of Indiana and especially Michigan have experienced a softening of their labor markets relative to the national average.
Meanwhile, by the same measure, the machinery-intensive states of Illinois and Iowa have outperformed the nation. The remaining state, Wisconsin, deviates from this pattern, being a machinery-intensive state with an unemployment rate that has deteriorated relative to the national average.
The charts below compare these states’ concentration in both machinery and transportation equipment, respectively. Manufacturing activity in these industries is compiled by the U.S. Census Bureau’s Annual Survey of Manufactures (ASM). Specifically, the Census data measure “value added” by manufacturing establishments within each state. Value added roughly corresponds to the value of shipments of manufactured establishments, net of intermediate inputs to production, such as fuel, materials, parts, and components that are purchased from other establishments. In this sense, value added is manufacturing output.
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It takes much time and effort for the U.S. Census Bureau to compile these data, so that detailed information on output by specific industry sector and location are issued with a one or two year lag. The data above, for example, refer to 2005 and 2006.
To keep more current than the Census statistics allow, our CFMMI constructs sector-specific estimates of manufacturing output for the overall Seventh District. These estimates are primarily based on data reported on payroll hours worked in manufacturing establishments across the District, and these data are usually available with only one month’s lag. When complete data on value added are issued by the U.S. Census Bureau, we adjust or benchmark our CFMMI data series to correspond to that data.
There are four major sectors of the CFMMI: auto, steel, machinery, and resource. The CFMMI is made up of 15 North American Industry Classification System (NAICS) codes of hours worked data. The breakdown of the NAICS codes is given under each graph (such as the one below) on the press release every month. The auto sector components are plastics & rubber products (326) and transportation equipment (336). Primary metal (331) and fabricated metal products (332) compose the steel sector. The machinery sector is made up of machinery (333), computer & electronic product (334), and electrical equipment, appliance, & components (335). There are five categories for the resource sector: food manufacturing (311), wood product (321), paper (322), chemical (325), and nonmetallic mineral product (327). The overall CFMMI is composed of the four sector components as well as these industries: printing & related support activities (323), furniture & related product (337), and miscellaneous manufacturing (339).
As seen by the two sector charts below, taken directly from the March CFMMI release, the District’s output growth paths in the machinery and auto sectors have diverged. While the machinery sector of the CFMMI is slowly outpacing the overall CFMMI, the auto sector of the CFMMI continues to fall below the overall CFMMI. Such developments can help us understand differences in economic performance around the Seventh District.
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To see more information about the CFMMI, please check the Federal Reserve Bank of Chicago’s website. Additionally, some of the other Federal Reserve Banks also have manufacturing indexes/surveys. Please see below for some of those links:
Federal Reserve Bank of Philadelphia Business Outlook Survey
Federal Reserve Bank of New York Empire State Manufacturing Survey
Federal Reserve Bank of Richmond Manufacturing Conditions Survey
Federal Reserve Bank of Kansas City Survey of Tenth District Manufactures
Federal Reserve Bank of Dallas Texas Manufacturing Outlook Survey
Posted by Testa at 6:12 AM | Comments (3)
May 15, 2008
Foreign Direct Investment in the Midwest--Update
Americans sometimes harbor mixed feelings about investment in enterprises on U.S. soil that are owned and directed by companies domiciled abroad. Yet for the most part, investment from overseas represents a validation of the productive business climate in the domestic economy. Here, our system of law and contracts, along with productive workers and well-conceived public infrastructure, offer conditions that are conducive to value creation. In turn, foreign direct investment (FDI) activities can benefit our workers and households. New investment and ownership often bring new technology and ideas to American shores, thereby boosting our own growth, wages, and standards of living.
In recent decades, FDI has grown rapidly to comprise a larger share of the U.S. economy. As documented in our recent article, the share of employees working for all companies that are U.S. affiliates (those in which a foreign investor owns at least 10%) grew from 1.8% in 1979 to 4.7% in 2000. According to more recent data, this share has remained fairly constant through the middle of the current decade—now 3.9% by that estimate.
Much of recent growth in inbound FDI has resulted from accelerated globalization and rapid world economic growth. Due to a greater ease of communication and lower cost of personal travel and goods shipment, global breadth of enterprises has expanded. General Electric employs 316,000 worldwide, 155,000 outside of the U.S. General Motors employs 335,000 worldwide, 193,000 abroad.
In addition, although the U.S. has maintained its economic prominence in the world economy, the U.S. economy now comprises a smaller share of global production (27% as of 2006). And so, without any countervailing forces, this simple arithmetic would suggest more inbound FDI as a share of the U.S. economy. By one estimate, the U.S. share of global outbound FDI outflows have in fact declined from its 1970 value of 54% of global FDI to 18% in 2006.
While global economic growth is the largest generator of inbound FDI to the U.S., the exchange value of the U.S. dollar versus other currencies can also be influential. The value of the dollar has fallen by 25% since 2002, measured against a basket of currencies weighted by our trade with other countries. For this reason, investment in productive capacity on U.S. soil may look increasingly attractive to foreign-domiciled companies. For one, for those foreign companies that hold their earnings and assets in foreign currencies, the purchase price of physical capital in the U.S. such as real estate, intellectual property, and factories will be cheaper. For companies that now sell into the U.S. market from production facilities abroad, the shifting of production to the U.S. may be advantageous in generating production costs in the same currency as their sales.
Further, for those companies that use their U.S. facilities as a platform from which to export to markets outside of the U.S., earnings on sales will likely be denominated in foreign currency rather than in U.S. dollars. Recent developments in FDI in the U.S. automotive sector may be reflective of these considerations. Several European carmakers are currently considering setting up production in North America, among them Volkswagen and Audi. And exports of U.S.-produced light vehicles have been rising, according to Chicago Fed economist Thomas Klier. From 2002 to 2007, the share of U.S. production that is exported to non-NAFTA countries alone has risen from 3.0% to 11.6%.
In recent years, the state of Indiana has done well by FDI in automotive and other (mostly manufacturing) investments from abroad. The Business Research Center at Indiana University (BRC) has recently issued an extensive report that reviews the global environment for FDI with an emphasis on Indiana and surrounding Midwest states. According to U.S. government data as of 2005, Indiana’s economy ranks 8th in the nation and first in the region as measured by the ratio of FDI to state economic output. (Michigan also exceeds the U.S. average.) As measured by jobs, the United Kingdom and Japan were virtually tied as the number one source of FDI into Indiana, each accounting for 32,000 jobs.
The U.S. government data on FDI for states does not necessarily reflect new investment or added jobs. Rather, most FDI transactions are mergers and acquisitions. For this reason, and because government data are not very timely, the BRC also gathered information from a private vendor on announcements of FDI expansions and new facilities. Since these are announcements rather than completed transactions, we cannot be certain these investments will actually take place. But according to BRC estimates, Indiana will gain nearly 5,000 jobs from 2007 announcements, mostly in the automotive industry. The implication is that Indiana will widen its lead among Midwestern states in the FDI category. An appendix to the BRC report proudly maps the specific FDI projects in which Indiana’s state development agency has completed or participated.
Competing state and local development agencies throughout the Midwest will surely take note.
Posted by Testa at 2:15 PM | Comments (0)
June 15, 2007
The Stability of State Economies
By Guest Blogger Michael Munley
In recent years, Fed Chairman Bernanke and other economists have been analyzing the causes of the increased stability in the U.S. economy, a phenomenon known as "The Great Moderation." Most of their analyses have focused on the national economy, noting that the fluctuations, or volatility, in GDP growth, employment growth and inflation have declined noticeably over the past 25 years or so. But a Philadelphia Fed economist, Jerry Carlino, recently wrote a paper that looks at the issue at the state level and finds that every state has shared in the decline in employment volatility.
Increased stability has numerous benefits for both households and businesses. When employment is growing at more stable rates, people can be more certain of their job prospects, which makes it easier to decide whether to buy a new car, for example. Similarly, businesses have an easier time deciding whether to invest in new machinery when they can be more certain about the state of the economy. In turn, better decision-making by people and businesses can minimize the potential waste in the economy created by bankruptcies and other problems that can arise when people make decisions that turn out poorly.
Comparing the average volatility (measured in Carlino’s paper as the standard deviation of quarterly changes in employment) before and after 1984, Carlino’s results show that the states of the Seventh District all had declines that ranked in the top half of all U.S. states. Michigan ranked 2nd with a 63.6% drop in volatility, Indiana 4th with 57.1%, Wisconsin 8th with 52.5%, Iowa 16th with 45.3%, and Illinois 20th with 42.7%.
The following graph illustrates how the volatility in total employment has changed over time in each of the District states, converging toward the national average.
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One reason for the relatively bigger declines in employment volatility in the Midwest is our concentration in manufacturing and, specifically, our concentration in durable goods manufacturing. Carlino reports that volatility in U.S. factory employment was cut in half after 1984, whereas the declines in employment volatility in services were much smaller. And by my estimates, the volatility reduction in durable goods manufacturing employment was much sharper than that in nondurable goods.
As a result, Seventh District states ranked in the top half of all states in terms of the magnitude of the decline in manufacturing employment volatility. Michigan ranked 1st with a 66.3% drop, Indiana 3rd with 63.1%, Wisconsin 7th with 56.9%, Illinois 12th with 55.7%, and Iowa 22nd with 48.8%.
I’ve also looked at other state-level data series to see if they too reveal evidence of the Great Moderation. The quarterly changes in unemployment rates show similar reductions in volatility to those seen in employment (though the state-level unemployment data only go back to 1976). Real per capita income also shows a reduction in volatility, but the relative reductions are smaller.
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Interestingly, whereas the District’s concentration in durable goods manufacturing seemed to lead to larger reductions in volatility compared with other states, that is not the case with changes in unemployment rates and personal income. As shown in the following table, the Midwest states’ reductions in unemployment and income volatility were rather middling.
Carlino notes that the economists who have been tracking the Great Moderation have proposed numerous reasons for the decline in volatility nationwide. Explanations include better monetary policy, structural changes (such as improved inventory management, the decline of unionization, the redistribution of jobs from manufacturing to services, banking deregulation), and plain good luck, in that the economy has not faced any significant crises like the oil embargo of the 1970s.
Regardless of the causes, it is clear that changes in employment and other variables are much more stable here in the Midwest than they were 25 years or so ago. Yet while lower volatility has its benefits, it does not uniformly deliver positive outcomes. Typically, volatility rises during a recession (as shown in the graphs above) then settles back down when the economy recovers and employment expands again.
However, that has not been the case in Michigan. Its volatility in all three variables increased during the 2001 recession and retreated since then, but the state economy has not recovered. Michigan's employment has been stabilizing around an average decline in jobs (-0.2 percent per quarter over the past five years). Its unemployment is high; in April the unemployment rate in Michigan was 7.1%, the highest in the nation. And per capita incomes in Michigan are stabilizing around slow growth of 0.1% per quarter, which is below the national average and among the slowest in the nation.
If you buy the assumption that the observed volatility affects the confidence of business and household decision-making, this means that Michiganders could be getting more certain that the local economy is heading in the wrong direction.
Posted by Testa at 6:34 AM | Comments (0)
March 5, 2007
Manufacturing exports continue to excel
Even as much of the Midwest’s automotive industry remains troubled, the region’s overall manufacturing exports continue to impress. In the Seventh District, manufactured exports make up around 7% of gross state product; this is on par with the nation’s economy (also discussed in a previous blog). While this share is not huge, the manufacturing sector’s rapid growth of exports in recent years translates into an outsized contribution to the region’s growth. Export growth of manufactured products will exceed 11% in 2006, which marks the third consecutive year of similar growth. By our reckoning, strong export growth from manufacturing made up roughly one-sixth of the Seventh District's overall output growth in 2006.
What’s propelling these exports? For the most part, it’s been due to continued strong global economic recovery and expansion. Following two years of weak growth in 2001 and 2002, the global economy began to recover. According to estimates gathered and reported by the IMF, the global economy grew by 5.1% in 2006. This followed three years of similarly strong expansion. As of early 2007, forecasts and expectations for this year are equally robust.
Among our major trading partners, Mainland China has exhibited the strongest growth; it has been reporting growth rates of 8% to10% over the past seven years. Accordingly, Seventh District manufacturing exports to China have been growing rapidly at an average annual pace of 9.3% per year since 1997.
The chart below illustrates that Midwestern exports to China have come to represent an increasing share of the region's overall exports to Asia. In 1997, overall goods exports to China, including agriculuture, mining, and manufacturing, accounted for only 13.7% of the Seventh District’s exports to Asia. By last year, however, China’s share almost reached 20 percent. (See black line).
Manufactured goods exports accounted for most of this expansion. Moreover, expanding manufactured exports were widespread across broad industry sectors including transportation equipment, machinery and metals.
The second chart below ranks manufactured exports to destination nations in 1997 and 2006. While Canada remains far and away the region’s predominant export destination, China now ranks fifth, behind Canada, Mexico, the U.K., and Japan. The Seventh District states exported $4.9 billion of manufactured goods to China-Hong Kong last year.
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The Seventh District’s manufacturing sector continues to be large and export oriented. This means that global economic growth will continue to figure prominently in the region’s growth. However, this assumes that U.S. policies of open world trade and investment will continue to be expanded. Agreements to open our trade across the globe help develop and stimulate the economies of our trading partners. In response, our trading partners turn to the industrial Midwest for many of their purchases.
Posted by Testa at 1:13 PM | Comments (0)
February 5, 2007
Michigan Labor Market--Still Awaiting Recovery
Following the 2001 national recession, the labor market remained somewhat slack and slow-growing until mid-2003. Subsequently, the national economy accelerated, pulling along labor demand and employment growth. The year 2006 marks the third consecutive year of strong year-over-year employment growth (and falling unemployment) nationally.
Meanwhile, the Seventh District, which includes the state of Iowa and most of Michigan, Indiana, Illinois, and Wisconsin, also experienced an employment recovery. However, the pace of job growth in the Seventh District has fallen somewhat short of the nation over most of the post-recession period. From the fourth quarter of 2001 until the fourth quarter of 2006, payroll job growth is currently reported to have risen by 3.9 percent in the nation, versus 0.7 in the Seventh District states overall.
Much of the Seventh District weakness is confined to Michigan, and recent indications show little sign that the Michigan labor market performance is turning around. As illustrated below by a 3-month moving average of monthly unemployment rates, the U.S. and the rest of the Seventh District states (excluding Michigan) have reported a falling rate of unemployment over much of the past 3 years. Currently, the region’s unemployment rate lies very close to the nation at around 4.5 percent. In contrast, Michigan’s current unemployment rate, after improving in 2005, is now back where it was in 2004.
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Unemployment rates are not fool-proof indicators of labor market performance because they are conducted by household surveys which are subject to sampling bias. However, other independent indicators tend to corroborate these survey indicators. Among the other indicators, the survey of payroll employment at business establishments is reported for states by the Bureau of Labor Statistics. It too is based on a survey, and it is revised later as more information becomes available.
Below, year-over-year growth in payroll employment is shown for Michigan versus the District and the U.S. The payroll survey suggests that Seventh District job growth, though slower than the U.S., has shown steady growth over the past three years. Michigan’s year-over-year job growth has continued to decline—at an accelerating pace.
So too, reported information on initial claims for unemployment insurance by laid off (or otherwise severed) workers exhibits the same pattern: deterioration at an accelerated pace over the past three years in Michigan, and improvement outside the state.
In past decades, weak automotive-related performance in Michigan has sometimes been appraised as temporary or cyclical. However, this time around, as indicated by labor market performance in surrounding states, weak economic performance in Michigan appears to reflect structural problems for auto makers and automotive supply companies. Since early 2004, Michigan has lost 17.6 thousand net jobs at auto assembly establishments (a 24 percent decline) and 27.5 thousand jobs in motor vehicle parts production (a 15.8 percent decline).
Overall domestic automotive production is being eroded by imports and by enhanced production and sales of transplant automotive companies who largely produce outside the state of Michigan. Recent employee buyout programs at Ford, General Motors, and Delphi will result in a head count reduction of nearly 100,000 across the U.S. Approximately one-third of those jobs are situated in Michigan.
At least for the near future, the Michigan labor market situations does not yet look to be improving. The Michigan-domiciled auto assembly companies foresee or have announced continued employment reductions and facilities closings in both production and in administrative/R&D employees. Longer term, the Michigan economy's sharp automotive concentration means that the labor market will continued to be driven by developments in the industry.
Posted by Testa at 9:14 AM | Comments (2)
October 11, 2006
Global Agriculture Conference
On average, rural America has not been faring as well as metropolitan America in terms of population and income growth. Is this trend yet another painful adjustment that can be attributed to globalization?
Globalization policies continue to be closely intertwined with agricultural markets, which have been the historic lifeblood of rural communities in the Midwest. Last month, the Chicago Fed held a conference on “Globally Competitive Agriculture in the Midwest.” The event included the Midwest release of a task force report by the Chicago Council on Global Affairs, Modernizing America’s Food and Farm Policy. Conference discussion concerned how current global trends and policy debates are affecting agriculture and rural communities, and how prospective policies such as the next Federal farm bill and the Doha round of the world trade talks might play out.
During the conference discussion, several presenters expressed the opinion, without challenges from the audience, that globalization was in some way responsible for the lagging economic performance and stark challenges facing the rural Midwest. However, I think that it is somewhat mistaken to confuse globalization with technological advances and associated structural changes now taking place in the production of agriculture.
First, to concede some ground to the opposition, several forces of globalization have hastened structural adjustments taking place in smaller towns and rural communities. In particular, an expansion of the world market for goods and services has sharpened the economic specializations of many countries and their subnational regions. For the U.S., as global markets in goods, services, and capital have been opened up, the domestic economy has shifted away from manufacturing production and less-skilled services such as back office processing, some software production, and call center activity in favor of advanced services such as finance, investment, and management. For such advanced services, the large urban form, rather than the smaller city or rural town, is the more productive and favorable locale. This preference of industries performing such advanced services has contributed to the growth of large metropolitan areas, such as New York, Chicago, Washington, D.C., Atlanta, and San Francisco.
Aside from that, there is little to argue about globalization as a detriment to rural economic growth. And even at that, I would argue that technological advancements, rather than globalization, account for most of the structural changes that are moving us toward an advanced services economy in the U.S. New technologies, particularly their adaptation in wireless communication and in advanced computing, are highly complementary to such service production, with or without globalization. This is evident the world over as wages, salaries, and employment opportunities have risen sharply for those workers who have the education and technical skills to work with advanced communication and technical tools.
While rural areas have not fared as well in advanced services, the net effects of globalization on commodity production and income in rural areas are mixed rather than one-sided. In much of rural America, the local economy is highly dependent on commodity agriculture or on commodity materials such as energy products, minerals, and timber. Here, relentless productivity advances, especially in agriculture, have obviated the need for as much labor as in the past. In turn, lessened labor demand has put pressure on rural growth.
Yet, such labor substitution is hardly related to globalization. It is true that global markets can introduce competition into commodity markets. Yet, on the flip side, falling transport costs and more open markets also increase possibilities for heightened exports and firmer prices for the commodities produced in rural areas. In the Midwest, for example, global exports in soybean and corn have helped to sustain jobs and income. More recently, as developing countries have improved their diets, U.S. exports of beef, pork, chicken, and poultry have grown. Here, the competitive advantage in grain production translates into local livestock production. The processing of grains and livestock (in order to shed weight and volume before exports) is kept close to the location of grain and livestock production, that is, rural communities.
Growing global growth has also boosted prices of carbon-based fuels. As a result, exploration, mining, and production of fuel sources are providing more jobs and lifting income in many rural communities. In corn-producing states, federal subsidies have combined with rising prices of fossil fuels to spur rapid expansion of corn-based ethanol capacity as a viable energy source. As a result, prices for corn have been raised and are expected to remain so. Moreover, ethanol plants are being built near corn production in rural communities, thereby boosting associated manufacturing jobs.
But ethanol production has not been the only source of manufacturing jobs in rural communities. In the Midwest, as shown below, rural and nonmetropolitan counties have been gaining share of manufacturing jobs at the expense of metropolitan counties for several decades. There are several reasons for this shift, but the dominant factor points to technological changes in production. In particular, areas with lower population density are favored for many types of production due to easier transportation access and lower land costs. And if these forces have been accelerated by global competition, rural areas are the beneficiaries. Income from manufacturing is replacing income earned on farms as the dominant economic base across the Midwest.
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Of course, rural communities in the Midwest face many challenges in the years ahead. For one, manufacturing production centers sited in rural communities are highly vulnerable to global competition. So, too, commodity prices have historically been volatile such that commodity-based economies have often been whipsawed by downward price swings. Global markets show no promise of easing the variability of commodity price swings.
For these reasons, rural communities are striving to avail themselves of development opportunities as they present themselves. On October 24–25, 2006, the Chicago Fed will be partnering with Iowa groups on an informational conference in Ames, Iowa, called “Expanding the Rural Economy through Alternative Energy, Sustainable Agriculture, and Entrepreneurship.”
The question of whether globalization has been a net plus or a net negative for rural areas is not an easy one. Yet, more than ever, rural communities will want to stay closely attuned to trends and policies related to global affairs.
Posted by Testa at 2:01 PM | Comments (0)
September 20, 2006
Midwest housing market update
Following unprecedented home price appreciation nationwide in recent years, homeowners are much concerned about price reversal. In their current Economic Perspectives article, Chicago Fed economists Jonas Fisher and Saad Quayyum find that, on average, much of the recent surge in housing can be attributed to fundamentals such as rising income and favorable demographics, as well as innovations in home lending markets that have allowed renters to become homeowners. (Many of these innovations—such as interest-only loans and adjustable rate mortgages—were discussed in detail at the Chicago Fed's Bank Structure Conference this spring. The proceedings of the conference were summarized in the September issue of the Chicago Fed Letter.)
While such arguments may provide some comfort to those who worry about the possibility of a bubble in average U.S. home prices, experiences and current conditions differ widely from place to place. Should Midwestern homeowners be more or less concerned about the cooling of residential real estate markets?
Senior Business Economist Mike Munley has been tracking home price developments in the Midwest. Mike reports that, on September 5, the Office of Federal Housing Enterprise Oversight (OFHEO) released its estimates for home price appreciation in the second quarter of 2006. The report included data on the national average of home price changes as well as state averages.
Home prices for the U.S. increased at a 4.8% annual rate between the first and second quarters, the slowest quarterly appreciation since the end of 1999 and just below the average since 1980. As measured year over year, U.S. home prices were up 10% from the second quarter of 2005, which was also slower than the rate of appreciation has been—it topped out at 14% in the middle of 2005.
Recent home price appreciation here in the Midwest has also slowed noticeably, and the long term back drop has been much less robust. For the most part, home prices in the Seventh District states have been increasing more slowly than the national average of home prices (see figure 1). On a year-over-year basis, price appreciation in every District state lagged behind the national average in the second quarter of 2006, and Michigan had the lowest appreciation of any state in the nation. In comparison to the first quarter, home values in Indiana and Michigan actually declined. (Maine, Massachusetts, and Ohio were the only other states with declines.) However, home values in Iowa managed to rise slightly faster than the national average.
The city-level data told a similar story. Of the District MSAs (Metropolitan Statistical Areas) covered by OFHEO, only Michigan City-La Porte, IN, showed year-over-year appreciation (10.6%) faster than the national average. Of the bottom 20 MSAs in the U.S., 14 were in the Seventh District, and Ann Arbor, MI, was at the bottom with home prices, down 1.3% from a year ago.
The OFHEO home price data is only one of several sources of information about home prices for the U.S. and some cities. The National Association of Realtors (NAR) releases data on the median sale price of existing single-family homes. In general, the two data series tend to tell the same story—that is, the trends in both data series are similar over time. But, their results are often different in a given month (for regional and national data) or quarter (for city data). The NAR data tends to be more volatile. The NAR data set measures exactly what it sounds like: it is the price of the typical home sold during that quarter. Still, the median price depends on the mix of homes sold during that quarter. If, for example, a large number of inexpensive, starter homes were sold in the second quarter, this would lower the median sale price. By contrast, the OFHEO index is designed to track how the value of an individual home changes over time. OFHEO looks at the appraised value of homes each time a new mortgage is taken out—it is updated when a home gets sold or when the homeowner decides to refinance. OFHEO looks at the value of a large number of homes and is able to estimate the index quarterly. One drawback to the OFHEO index is that it only looks at home mortgages serviced by Fannie Mae and Freddie Mac, and those agencies only service mortgages that are less than $417,000—so the OFHEO index excludes most luxury housing.
The NAR publishes price breakdowns for regions and select metropolitan areas (but not states). In the second quarter of 2006, median home prices nationally were up 3.7% from a year earlier, while median sales prices in the Midwest (which includes the Seventh District, Ohio, and some plains states) were down 2.0%. Of the 24 District MSAs covered by the NAR, five (Chicago, Champaign, Milwaukee, Peoria, and Waterloo, IA) beat the national average, and 14 saw home sale prices down from a year ago. Although the NAR data are more volatile, this data series does confirm that home prices in the Midwest have been increasing more slowly than prices nationally.
There are a couple of reasons why home values have been rising more slowly in the Midwest than the rest of the country. Looking over the long term, the Midwest has generally seen slower home price appreciation since the early 1980s. As shown in figure 1, home values nationally have increased an average of 5.4% per year since then, whereas average appreciation in the District states has ranged from 3.5% in Iowa to 5.1% in Illinois. In part this difference reflects the slower population growth in the Midwest than in the rest of the nation. Since 1980, the U.S. population has increased an average of 1.1% per year, while population growth in Seventh District states has averaged only 0.4%. It follows that demand for housing in the District is not growing as rapidly, which in turn puts relatively less pressure on prices.
Regional differences in home prices also arise from the supply side of the market. In many metropolitan areas, available land for home building is limited by natural barriers such as mountains and waterways. In the face of rising demand for housing, such barriers to expanded supply tend to drive up land and home prices, especially for single-family homes. Further, some areas have chosen to place legal restrictions on home building by imposing growth boundaries or strict zoning requirements and building codes. In some cases where regulations are not well-crafted, evidence suggests that the effect is the same; rising demand for homes is met by rapidly rising prices rather than by expansion of the housing stock. A recent survey report of land use regulations verifies that the Midwest is not especially noted for manmade barriers to housing expansion. Over the long term, the elastic nature of home building in the Midwest region has likely contributed to less pressure on home prices.
More recently, much of the relative weakness in home prices can further be explained by the relatively sluggish economic growth in the region. As I discussed in my recent Mid-Year Jobs Report, job growth here has lagged behind national job growth. That limits income growth in the Midwest, which in turn restricts demand for housing. So while the U.S. has seen a sharp rise in home price appreciation in the past several years, the run-up in the District was less extensive or non-existent. (See figure 2.)
Among states, home price appreciation has recently been running in direct relation to the pace of economic growth. In particular, appreciation has been lowest in Michigan and Indiana, the two states with economies weighed down by structural change in automotive industries.
The figure below illustrates home price appreciation over the past year among metropolitan areas. Those metro areas experiencing depreciation tend to be found in Michigan and in central Indiana. A look back at the metropolitan area map of auto industry job concentration in figure 1 of last week’s blog shows a fairly close correlation between auto-intensity and weak home price appreciation.
The relative stability of home prices in some Midwest locations is a double-edged sword for the region. Homeowners in other parts of the country were able to cash in on the sharp increases in the value of their homes and use those funds to support their spending. Midwesterners weren't able to cash in as extensively, limiting growth in retail sales locally.
On the plus side, given all of the popular concerns about a home price bubble, steady appreciation helps abate those worries here. If a sharp run-up in prices is a warning sign of a potential bubble, that sign is largely absent in the Midwest. But this is not to say that the Midwest is immune from the risk of a slowdown in appreciation or price declines going forward. Certainly, overall economic conditions will feed into home prices, as they have in parts of Michigan.
Less appreciation in home prices can also be advantageous in that it keeps homes here more affordable. According to the NAR's affordability index, homes have historically been affordable in the Midwest in relation to other regions and recently this affordability advantage has improved. Midwestern cities can use this attribute to help attract new businesses and workers.
Posted by Testa at 10:24 AM | Comments (0)
September 13, 2006
Where is automotive employment in the Seventh District?
Perhaps the most notable economic development taking place in the Seventh District is the market shift away from the traditional "Big 3" domestic auto makers--General Motors, Ford, and (Daimler)-Chrysler--and their parts suppliers. Lost sales are shifting toward the "new domestics" such as Toyota and Nissan and their parts suppliers. The sales gainers tend to be located outside of the Midwest to a greater degree than the Big 3. This shift is documented and analyzed in a recent Economic Perspectives article by Thomas Klier and Dan McMillen. This market upheaval is tending to idle and displace workers in many Midwest communities. Per Klier and McMillen, Michigan automotive employment is down almost one-third since 1979 while southern states such as Kentucky, Tennessee, Alabama, and the Carolinas have experienced a tripling of jobs.
But despite these shifts, Detroit and much of the Midwest continues to be the center of the production. Which particular communities remain most sensitive to future swings in automotive fortunes? The data below attribute automotive employment to particular metropolitan areas in the Seventh District. Those metropolitan areas with green shading had an employment concentration in automotive that exceeded the nation; those shaded in red had a lesser concentration. Looking across metropolitan areas in the entire Seventh District region, an east-west split in auto employment concentration becomes very apparent. The Michigan-Indiana corridor contains most of the metropolitan areas having an above-average concentration. Darkly-shaded metropolitan areas in southeast Michigan are exceptionally concentrated in automotive. So too, an east-west band of metropolitan areas across north central Indiana is steeped in automotive employment.
A numerical listing of automotive employment below shows just how concentrated some communities can be. Metropolitan areas including Detroit/Livonia/Deaborn, Flint, Holland, Saginaw, Battle Creek, and Lansing/East Lansing in Michigan all reported concentrations over 5 times the national average, as did the Kokomo and Lafayette metro areas in Indiana.
The final table below further illustrates the sharp geographic rift in employment fortunes over the 1990-2005 period. As a whole, the state of Michigan lost over 64,000 jobs in automotive, on net accounting for all job losses nationally. Largely due to the Michigan experience, the Seventh District states experienced an 18 percent decline in automotive jobs since 1990 while the remainder of the U.S. experienced a 3 percent gain in similar employment.
Posted by Testa at 10:05 AM | Comments (0)
September 6, 2006
What industries are key to Midwest economic performance?
Urban economist Wilbur Thompson once said, “Tell me your industries, and I’ll tell you your future.” A region’s industries do tell us a lot about its economy. In the Midwest, manufacturing industries often drive fluctuations and trends in the region’s overall economic growth because manufacturing is a much larger part of its economy, on average, than the rest of the nation’s. So, too, manufactured goods are traded far and wide—that is, they are exported and imported across national boundaries as well as across regions that make up the U.S. economy. Accordingly, shifts in demand for manufactured goods can have an outsized impact on states and communities in the Midwest. For example, a national shift in buying behavior toward foreign nameplate autos, or toward smaller and more energy efficient autos, may well impact automotive production, investment, and employment in some parts of the Midwest region.
On a short-term basis, fluctuations in aggregate economic activity, such as recessions, diminish demands for durable goods such as capital equipment, thereby making the Midwest economy more sensitive to national “business cycle” fluctuations.
So, too, many Midwest manufacturing industries are impacted by global competitive shifts. Production operations of some home appliance manufacturers have shifted to Mexico, for instance.
But how can we identify which particular industries to observe and follow in the Seventh District? First, we must ascertain how concentrated is an industry in a local economy as compared with the national economy. Analysts often construct a “location quotient” to do so. In one such application, each industry’s employment share of total employment in the region is compared with its national counterpart. The comparison is constructed as a ratio with the local share on top. For example, if a locality’s labor force had 20 percent of its workers in manufacturing as compared with 10 percent nationally, the index (ratio) takes on a value of 2.0, i.e., 20/10. Parity with the nation would take on a value of 1.0.
While such an index is useful by way of comparison, it says little about the actual size of a particular industry in a state or region. For this reason, the chart below identifies manufacturing industries in the Seventh District states by relative concentration and by employment size. The horizontal scale depicts the concentration, and it is centered at the index value of one, or parity with the nation. The vertical scale is centered at the value of the median-sized manufacturing industry in the District (as measured by payroll employment).
By construction then, we may quickly characterize the most prominent industries in the District as they are located in the upper right hand quadrant of the graph. For the District, it is clear that transportation, food processing, and machinery are the most prominent industries, with transportation (representing automotive) winning hands down. The fabricated metal products sector also looms large; however, these industries represent many diverse intermediate products that are eventually used to produce more final goods such as autos or machinery. Primary metals, principally steel foundries as designated by the industry code 331 on the chart, is the most concentrated industry (as measured by employment) in the District. Yet, its employment is relatively small in comparison.
Charts for each individual state will soon be available on our Midwest Regional Website. Iowa is reproduced below. As the chart suggests, employment in food processing stands out as the largest and the most concentrated in the state. In large part, this activity represents Iowa’s further processing of corn and soybeans into meals and oils, as well as its meat packing industry, chiefly pork. Iowa’s large and highly concentrated machinery industry reflects its focus on its manufacturing of farm machinery and equipment.
Analysis of the District’s lesser industries can also be informative. In the overall U.S., the computing and electronic products industries have grown rapidly into a large component of overall U.S. manufacturing. In virtually every Seventh District state, for example, employment in this sector exceeds the median manufacturing sector. But at the same time, the states’ concentration of this sector is universally below the national average. In this instance, the sector’s lower concentration and lesser expansion here have contributed to a slower pace of overall economic growth.
Of course, these glimpses are only a superficial beginning to understanding the structure and behavior the region’s economy. For one, individually identified sectors often have important linkages to others that merit further consideration. Such industries as machinery and autos, for example, purchase great volumes of intermediate materials and parts locally, including those found in rubber and plastics, fabricated metals, and machinery (e.g., tool and die and metal cutting machinery). Also, in varying degrees, sectors may purchase local services as diverse as management consulting and transportation. Specific industry linkages can be found in the input–output tables of the U.S., which are produced by the U.S. Bureau of Economic Analysis (BEA).
However, the U.S. input–output tables may often be misleading for regional analysis. That is because specific inter-sector buying and selling relationships will differ greatly and vary widely from region to region. For one, local firms will purchase intermediate goods and services from many possible places. For the most part, we know little about the varying geography of such relationships. In response, the BEA has adapted and estimated the national relationships for individual regions of the U.S. in its RIMS II modeling system. This system and others like it, which are available commercially, are often used to estimate the broader economic impacts of small changes to a community or local industry.
Posted by Testa at 8:42 AM | Comments (0)
August 30, 2006
Are U.S. and Seventh District business cycles alike?
This question is posed by Michael Kouparitsas and Daisuke Nakajima (K-N) in a current Economic Perspectives article. The answer, in general, is “yes,” and, in their analysis, many additional insights are gained about the structure and behavior of the Seventh District regional economy and its five component states of Illinois, Indiana, Michigan, Iowa and Wisconsin.
The so-called business cycle refers to the way that cyclical fluctuations of aggregate income relate to cyclical fluctuations of individual economic components, such as consumer spending, business investment, and job creation, and the ways that these components relate to each other. In this regard, academic economists have found that national economies around the world behave similarly, and a lesser body of evidence now suggests that sub-national or regional economies do, too.
The K-N article gathers some long time series of data on the overall Seventh District economy along with component parts that are analogs to U.S. economic series. The figure below from K-N juxtaposes the aggregate business cycle of the Seventh District and each state with the overall U.S. economic cycle.
In their analyses, K-N show that the timing of swings in Seventh District state economies is very similar to the nation. Most likely, this is explained by the fact that the economies of the U.S. and the District are affected by common “shocks” such as energy price surges. One exception is a weak tendency for Michigan and Indiana economies to lead the direction of the overall Seventh District by one quarter of a year, perhaps because of those states’ sharp concentrations in durable goods production.
Behaviors of various components of the District economy also mimic their counterparts in the U.S. and world economies. Residential investment and consumption in general tend to lead business cycles. As a leading indicator, average weekly hours of workers in the manufacturing sector also tend to precede swings in aggregate income, as does initial claims for unemployment insurance. Total employment often is a coincident or lagging indicator.
Such information can be further used to construct economic indexes that lead, lag or are coincident with a region’s business cycle. These indexes can be useful for short-term planning and forecasting, especially because there is no timely measure of aggregate economic activity for states and regions that is akin to GDP for the nation.
While the timing of the swings in District state economies are similar to those of the nation’s, there are some differences in the behavior of the states. Iowa’s overall economy is less synchronous with the nation than other District states. Presumably, Iowa’s much larger economic concentration in agriculture means that its economy fluctuates with commodity prices to a greater extent. For Indiana and Michigan, the amplitude of their economic swings are more profound—something that Michiganders, for example, have long tried to consider in their mechanisms to fund state government.
Michael Kouparitsas has previously researched the relative coincidence of business cycles among regions of the U.S (EP article). From a policy perspective, such studies reveal those instances, such as in the U.S., where adjacent regional economies are closely aligned. This alignment indicates that there are gains to having a common currency for our national economy (which we do, the U.S. dollar) as well as gains to conducting a common monetary policy for the overall economy (which we do through the Federal Reserve System). In addition to these policy implications, such research is helpful in understanding particular regional economies such as the Seventh District.
Posted by Testa at 10:00 AM | Comments (0)
