Category Archives: Seventh District

The Fiscal Performance of Seventh District States in the 2000s

In a recent Chicago Fed Letter, Thom Walstrum examined the fiscal performance of Illinois’s state and local governments beginning in the late 1980s. His analysis showed that since at least the late 1980s, Illinois’s governments (as a whole) have consistently run a budget deficit. His analysis also revealed that the degree of overspending (or alternatively, undertaxing) by Illinois was greater than that of the average U.S. state and that growing pension liabilities have contributed significantly to Illinois’s budget deficit.

In this blog post, we expand the analysis to the other states in the Seventh Federal Reserve District.[1] Specifically, we document the expenditure and revenue patterns of District states since the early 2000s and compare them to those of the typical U.S. state.[2] We also examine the effect of the Great Recession on the fiscal performance of District states because it plays an outsized role in the overall fiscal performance of certain states over the period we examine.

As in the Fed Letter, we combine the expenditure and revenue data for state and local governments because states differ in which activities they fund at the state or local level. Also, as in the Fed Letter, to account for differences in the sizes of states’ economies, we report expenditure figures as percentages of gross state product (GSP) and revenues.[3]

Our analysis yields a number of interesting results. First, we find that the size of state and local governments (in terms of spending as a percentage of GSP) varies quite a bit among District states. Second, we find that the fiscal performance of state and local governments (in terms of spending as a percentage of revenues) also varies quite a bit. And finally, we find that though the Great Recession had a large negative impact on the fiscal performances of all District states, Illinois and Wisconsin were especially affected, primarily because the value of their pension systems’ assets declined sharply.

We first look at the size of state and local governments in District states in terms of spending as a percentage of GSP. Figure 1 shows total government expenditures as a percentage of GSP for the average U.S. state and for Seventh District states during fiscal years (FY) 2002–13. Indiana is consistently the lowest spender during this span, and it is well below the U.S. average. Iowa and Illinois are also below the national average for most of this period, though they catch up to it by FY2012. In contrast, Wisconsin’s spending is roughly the same as the typical U.S. state. Michigan tracked the national average closely until FY2007, but has been consistently above average since then. Figure 1 also shows a ramp-up in spending across all states in FY2010–11. This is the largely the result of states spending federal funds received through the American Recovery and Reinvestment Act.

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Table 1 summarizes figure 1 by taking the average of the percentages over FY2002–13. It also shows a breakdown of average spending by category. We now discuss the unique features of each state’s spending (as a percentage of GSP).

  • Illinois’s total spending was below the U.S. average largely because of lower expenditures on education services and social services (and income maintenance). That said, Illinois spent more than the typical U.S. state on its insurance trust and pension liability increases, both of which are compensation for government workers, including those providing education and social services.
  • Indiana’s total spending was below the U.S. average because of lower spending on most categories, though it spent a particularly low amount on pension liability increases compared with other states.
  • Iowa’s total spending was below the national average (in spite of above-average spending on education and social services) because of below-average spending on its insurance trust and pension liability growth.
  • Michigan’s spending was above the U.S. average largely because of higher spending on education services and its insurance trust.
  • Wisconsin’s spending was quite close to the U.S. average; compared with the typical state, Wisconsin spent more on education services and its insurance trust, but less on pension liability growth.

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Next we look at each District state’s fiscal performance, which we define as total expenditures as a percentage of total revenues. We interpret lower percentages as better performance. It is important to note here that fiscal performance is independent of the overall size of a state’s governments, because all that matters is that the governments have enough revenues to cover their expenses. While small governments generally do not require the level of revenues that large governments do, small governments could still perform worse than their large counterparts if their revenues are not high enough. Figure 2 shows the time trends for expenditures as a percentage of revenues for each District state and the typical U.S. state. Two features of the figure stick out: First, with the exception of Illinois, District states are quite close to the U.S. average in terms of spending as a percentage of revenues. Second, while most states’ governments were hurt by the Great Recession (FY2008–09), Illinois’s and Wisconsin’s were hit particularly hard, while Indiana’s was not hit that bad.

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The first row of table 2 summarizes figure 2 by taking the average of the percentages over FY2002–13. Illinois and Wisconsin spent more out of their revenues than the typical U.S. state during this period, while Indiana, Iowa, and Michigan spent less. Because FY2009 was such an anomaly on account of the Great Recession, we also calculate the averages excluding it (second row). This changes the story quite a bit for Wisconsin governments, which then perform better than the U.S. average. (With this adjustment, Michigan governments perform slightly worse than the U.S. average.)

Table 2 also shows the percentage of total revenues that each spending category represents (calculated excluding FY2009). Examining expenditures in terms of revenue, as opposed to GSP, tells a different story for several states.

  • Illinois’s total expenditures percentage is well above the U.S. average. Spending out of revenues on education is above that of the typical U.S. state, though it remains below that of the other District states. Illinois also spends more than the national average on public safety, environment and housing, interest on general government debt, its insurance trust, and pension liability growth.
  • Indiana’s total expenditures percentage is below the U.S. average. It spends less than the national average on transportation, utilities, its insurance trust, and pension liability growth.
  • Iowa’s total expenditures percentage is not only below the U.S. average but also the lowest among District states. Notably, its spending on public safety, utilities, its insurance trust, and pension liability growth is lower relative to the national average.
  • Michigan’s total expenditures percentage is slightly above the U.S. average. Its education spending is the highest among District states and markedly higher than that of the typical U.S. state. But its spending on transportation, utilities, and pension liability growth is lower than the national average.
  • Wisconsin’s total expenditures percentage is below the U.S. average. While its expenditures for education, public safety, and its insurance trust are above average, its expenditures for pension liability growth are below average.

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Table 2 shows that Illinois and Wisconsin were hit hardest by the Great Recession. After excluding FY2009, Illinois’s spending as a percentage of revenue decreases 6 percentage points and Wisconsin’s decreases 11 percentage points. These decreases are much larger than those for other District states and the typical U.S. state, which range from 1 to 4 percentage points. What is behind the substantial differences in fiscal performances in FY2009? We found that the source was not changes in expenditures, but changes in revenues. Table 3 shows revenues as a percentage of GSP for the typical U.S. state and states in the Seventh District. The first row is the average value during FY2002–13 excluding FY2009, the second row is the value for only FY2009, and the third row is the difference between the two. All states had lower-than-normal revenues in FY2009, but Illinois and Wisconsin fared particularly poorly. To understand why, we calculated the difference between FY2009 values and the average values of the other fiscal years for all revenue categories. General revenues were actually higher in FY2009 for the typical U.S. state and all District states. The source of the revenue declines was states’ insurance trusts. Most states saw the value of the assets in their insurance trusts fall during the Great Recession, and such declines are treated as negative revenues in the U.S. Census’s accounting framework. The insurance trust funds for Illinois and Wisconsin fared particularly badly in FY2009, which is why their expenditures-to-revenues ratios were so high over the period FY2002–13 (see the first row of table 2). That one bad year made a huge difference in Wisconsin’s overall fiscal performance over the period FY2002–13.

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Our exploration of the size and performance of District state governments reveals a surprising number of differences among them. There are states with relatively small governments that perform poorly (Illinois) and well (Indiana) and states with relatively large governments that perform poorly (Wisconsin) and well (Michigan). Some states were hit much harder than others during the Great Recession (compare Wisconsin and Indiana), and Wisconsin’s terrible performance in FY2009 shifted the state from being a good fiscal performer to being a bad one over our study period (FY2002–13). The most important reason for the differences in fiscal performance across states is differences in pension system management. Illinois would be closer in performance to the national average if its pension spending matched the national average, and Wisconsin would be better than average if its pension system’s assets hadn’t lost so much value during the Great Recession.

[1] The Seventh Federal Reserve District (which is served by the Chicago Fed) comprises all of Iowa and most of Illinois, Indiana, Michigan, and Wisconsin. In this blog post, we analyze the entirety of each state that falls within the District.

[2] Unlike for the analysis of just Illinois, we are limited to the period after 1999 because we do not have pension system data for other states before 2000.

[3] For more details on the methodology, see the Fed Letter. Note that data on pension liabilities for the Seventh District states, excluding those for Illinois, come from the Board of Governors of the Federal Reserve System.

Our First Look at Job Growth in the Seventh District in 2016—New Estimates Using Early Benchmarking

Last week we received the December 2016 report from the U.S. Bureau of Labor Statistics’ (BLS) state payroll employment survey (also known as the Current Employment Statistics, or CES), so it’s our first opportunity to look at how well the Seventh Federal Reserve District[1] did in 2016. The recent report is not the final word on job growth in 2016 because the data will eventually be benchmarked against more complete data, primarily those from the Quarterly Census of Employment and Wages (QCEW).[2] Data for January through September 2016 will be benchmarked by the BLS in the middle of March of this year, while data for October through December 2016 will not be benchmarked by the BLS until March of next year.

In June 2015, I wrote a blog post detailing a method called early benchmarking, which predicts how the BLS will revise the CES data (the method was first introduced by our colleagues at the Dallas Fed). The BLS rebenchmarks the CES using QCEW data only once a year. However, QCEW data are released quarterly, so it’s possible to use the QCEW data to predict how the BLS will revise the CES (this process is explained in detail in my earlier post). The benchmark revisions to the CES can be quite large, and last year, I found that for the District and most District states, the early benchmarked jobs numbers were closer to the final benchmarked numbers than the non-benchmarked numbers were.

Table 1 shows that for 2016, the early benchmark procedure is predicting employment in the District grew by 106,000 rather than the 164,000 that the BLS’s current estimates indicate. This difference is largely the result of lower job growth numbers for Illinois and Wisconsin, though Iowa’s job growth number is also lower. The early benchmark procedure also suggests that Indiana’s job growth will be revised up, and Michigan’s will be unchanged.

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Figures 1 through 6 show the employment series as currently published by the BLS (in blue) and the early benchmarked series (in red) for the District and District states. The dashed portions of the series represent data that have not yet been benchmarked using the QCEW. The lines are identical through September 2015, but then the lines follow different paths because the early benchmarked series use growth rates from the QCEW until June 2016. While their levels differ, both series have the same growth rates starting in July 2016 (again, for more details on the early benchmarking procedure, see my earlier post).

After the BLS releases newly benchmarked data in March, I will review how well the early benchmarking procedure performed at predicting job growth in the District.

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[1] The Seventh District comprises all of Iowa and most of Illinois, Indiana, Michigan, and Wisconsin.

[2] For more information on the BLS’s benchmarking process, go here.

Seventh District Update, January 2017

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A summary of economic conditions in the Seventh District from the latest release of the Beige Book and from other indicators of regional business activity:

  • Overall conditions: Growth in economic activity in the Seventh District continued at a modest pace in late November and December, though contacts expected it to move up to a moderate pace over the next six to twelve months.
  • Employment and Wages: Employment growth slowed to a modest rate, though contacts continued to indicate that the labor market is tight. Wage growth picked up to a moderate pace.
  • Prices: Prices again rose modestly. Retail prices increased only slightly, but contacts reported rallies in energy and metals prices.
  • Consumer spending: Growth in consumer spending picked up to a modest pace. Sales of new light vehicles strengthened further and many dealers reported record sales for 2016.
  • Business Spending: Growth in business spending remained at a moderate pace overall. Retail and manufacturing inventories were generally at desired levels. Current capital expenditures grew at a moderate pace.
  • Construction and Real Estate: Construction and real estate activity edged up. Demand for residential construction, residential real estate, nonresidential construction, and commercial real estate all increased slightly.
  • Manufacturing: Growth in manufacturing production picked up to a robust pace. Growth continued to be strong in autos and aerospace (though it slowed a bit in autos) and was moderate overall among other industries.
  • Banking and finance: Conditions improved on balance. Financial market participants reported broad-based growth in equity prices and low volatility. Loan demand from middle-market businesses increased slightly and consumer loan demand was little changed.
  • Agriculture: Farm incomes were little changed. Corn sales picked up some, but inventories remained high. Soybean sales were up moderately, and exports remained strong.

The Chicago Fed Survey of Business Conditions (CFSBC) Activity Index increased to –8 from –19, suggesting that growth in economic activity remained at a modest pace in late November and December. The CFSBC Manufacturing Activity Index rose to +20 from a neutral reading, and the CFSBC Nonmanufacturing Activity Index moved up to –23 from –30.

The Midwest Economy Index (MEI) decreased slightly to –0.01 in November from a neutral reading in October. The relative MEI decreased to +0.20 in November from +0.22 in October. November’s value for the relative MEI indicates that Midwest economic growth was somewhat higher than what would typically be suggested by the growth rate of the national economy.

Seventh District Update, November 2016

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First, a different special announcement: The Federal Reserve announced on November 30, 2016, changes that will be incorporated into its Beige Book report starting in 2017. For more information, see the press release.

And now, a summary of economic conditions in the Seventh District from the latest release of the Beige Book and from other indicators of regional business activity:

  • Overall conditions: Growth in economic activity in the Seventh District slowed to a modest pace in October and early November, but contacts expect growth to return to a moderate pace over the next six to twelve months.
  • Consumer spending: Consumer spending increased slightly over the reporting period, primarily reflecting gains at middle-market retailers. Sales of new light vehicles remained strong in the District.
  • Business Spending: Growth in business spending continued at a moderate pace. Retail and manufacturing inventories were generally at desired levels. Current capital expenditures and employment both grew at a moderate pace.
  • Construction and Real Estate: Activity increased slightly overall. Demand for residential construction, residential real estate, nonresidential construction, and commercial real estate all edged up.
  • Manufacturing: Growth in manufacturing production continued at a moderate pace in October and early November, with strong increases in autos and aerospace (though slowing a bit again in autos) and modest gains overall among other industries.
  • Banking and finance: Conditions were little changed. While U.S. Treasury bond yields were up after the U.S. elections, corporate bond spreads declined. Loan demand from small and middle market businesses was little changed, as was consumer loan demand.
  • Prices and Costs: Cost pressures increased modestly, but remained mild. Energy prices remained low, but industrial metals prices rallied. Retail prices changed little, wage pressures were steady overall, and non-wage labor costs picked up some.
  • Agriculture: Record corn and soybean yields, combined with stable corn prices and rising soybean prices, implied that more crop operations than previously expected would at least break even this year.

The Midwest Economy Index (MEI) rose to −0.01 in October from −0.11 in September. The relative MEI increased to +0.25 in October from +0.16 in September. October’s value for the relative MEI indicates that Midwest economic growth was somewhat higher than what would typically be suggested by the growth rate of the national economy.

The Chicago Fed Survey of Business Conditions (CFSBC) Activity Index decreased to −20 from +9, suggesting that growth in economic activity slowed to a modest pace in October and early November. The CFSBC Manufacturing Activity Index remained at +3, and the CFSBC Nonmanufacturing Activity Index decreased to −33 from +12.

Where are the Jobs? Midwest Jobs Recovery by State and Sector

The Great Recession, which lasted from December 2007 through June 2009, had a profound effect on U.S. employment. At its height, U.S. unemployment reached 9.5% and job losses totaled approximately 7.3 million. The current recovery is now entering its eighth year, so it may be a good time to take a look at how many jobs lost during the recession have been recovered as one measure of the nature of the labor recovery. In this blog, we examine the pattern of recovery for all five Seventh District states (Iowa, Illinois, Indiana, Michigan, and Wisconsin) in four industry sectors that were heavily impacted by the recession—construction, finance (finance, insurance and real estate or FIRE), manufacturing, and professional and business services.

Figure 1 provides evidence of the job recovery through September 2016 across industries for the U.S. and the five Seventh District states. The first column for each state shows the number of jobs lost in that sector during the Great Recession (in thousands). The second column shows the number of jobs added during the current recovery (in thousands). And the third column shows the recovery rate (jobs added divided by jobs lost in percent). To provide some perspective on the concentration of each industry’s employment within the state relative to the U.S. total, the fourth column shows an employment location quotient. For example, if you look at Illinois, employment in professional and business services is 1.10 (or 10%) above the U.S. total.

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The first thing to notice is that there is considerable variation in job loss and recovery both within sectors and across states. Two industries, health and education and government, actually added jobs during the recession (except in Michigan, where government employment decreased). However, while job gains have been sustained for the health and education sector, government has actually contracted during the recovery. At the other end of the spectrum, job losses were largest in manufacturing, construction (mining, logging, and construction), and transportation (trade, transportation, and utilities). While transportation has seen a strong recovery (143.6% nationally), the job recovery in manufacturing is only 29.7%, and in construction the figure is 48.1%. On a state level, total non-farm employment recovery ranges from a low of 114.2% to 240.9%. Based solely on this measure, the best job recovery rate among Seventh District states would appear to be in Iowa and the worst in Illinois.

Iowa has consistently outperformed the region and the U.S. in job recovery, both in aggregate and by sector, since the end of the Great Recession (figure 1). A clear contributor was the role of agricultural production and rising farm incomes that the state experienced up until 2015. Currently, low crop prices are weighing on farm incomes, so it may be that this pattern of growth is starting to flatten out. As figure 2 shows, over the longer time horizon, Iowa tracked the rate of U.S. job growth coming out of recession but shows a noticeable divergence starting in 2014.

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Michigan entered the Great Recession significantly weaker than other states in the region and the U.S. as a whole, having continued to lose jobs and suffer economic decline through the recovery from the 2000–01 recession. However, since the end of the Great Recession, the state’s job recovery has accelerated. Particularly noticeable is that Michigan has almost fully recovered its lost manufacturing jobs (98.2%), far exceeding the U.S. (29.7%) and significantly better than Indiana, the most manufacturing-intensive state in the region (73%). Clearly, the auto recovery has been a boon to the state.

Illinois has clearly underperformed both the region and the nation in post Great Recession job recovery, both in aggregate and across industry sectors. While Illinois has more than recovered the total number of jobs it lost during the recession (114.2%), only two sectors of the state’s economy have significantly gained jobs. The leisure and hospitality sector is up 482.3% and the professional and business services sector is up 191.5%. While wages in professional and business service jobs are relatively good, the gains in leisure and hospitality are likely to be lower paying jobs. Now, we look at job performance since January 2000 in four key industries—construction, finance, manufacturing, and professional and business services.

Construction

As we see in figure 3, construction employment in the Seventh District states has underperformed the U.S. with the clear exception of Iowa, which has seen a gain of 40% over the 2000 level. U.S. construction employment has returned to its 2000 level, while the remaining four Seventh District states have yet to reach their January 2000 level, with Michigan particularly hard hit—off roughly 25% over the period. The loss in jobs was particularly sharp in 2009 through 2012. Since then, jobs have gradually but steadily come back.

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Finance, Insurance and Real Estate

Like construction, finance experienced a boom running up to the Great Recession, followed by a sharp contraction during the recession. Figure 4 indicates that the employment declines in this sector were most pronounced in Illinois, Indiana, and Michigan.  Recovery rates are now above the 2000 level for the U.S., Wisconsin, Iowa, and Michigan. Where recovery has clearly lagged is in Illinois and Indiana.

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Manufacturing

Manufacturing has been seen as a relatively good news story during the recent recovery. Particularly in the automobile industry, production levels have been consistently high. In addition, export-led capital goods had strong sales growth until the past couple of years. The question is has the rebound in output been reflected in employment? Figure 5 shows that manufacturing continues to follow a stair-step path when it comes to employment. Since 2000, after a shock, employment steps down; during recovery it tends to level off and not fully recover. Manufacturing continues to see a trend toward higher production with fewer labor inputs. For example, even in Michigan, with record-level auto production, manufacturing employment is still 30% below its 2000 level. Similarly in Indiana, the most manufacturing-intensive state in the Seventh District, employment is still roughly 25% below the 2000 level.

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Professional and Business Services

The sturdiest employment performance emerging from the recession has been in professional and business services. Figure 6 shows that all five Seventh District states (and the U.S.) now have professional and business service employment levels above the 2000 level. Admittedly, the sector was not hit as hard by the recession as many others. Indeed, in many cases employment levels remained above the 2000 level during the worst months of the recession. The clear laggard is Michigan. As the figure shows, Michigan was shedding professional service jobs during the expansionary period emerging from the 2000 recession and then faced an even sharper downturn during the Great Recession. As such, it had had more ground to make up, and by early 2016 it had moved back up to its January 2000 level.

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Conclusion

There is little doubt that aggregate employment growth has rebounded from the depths of the Great Recession. However, as we see in the data, the distribution of those gains has been uneven across states and industry sectors.

Seventh District Update, October 2016

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First, our ongoing special announcement: As a Midwest Economy blog reader, you may also want to sign up to follow our new Chicago Fed Survey of Business Conditions (CFSBC), which is a survey of business contacts conducted to support the Seventh Federal Reserve District’s contribution to the Beige Book. The Chicago Fed produces diffusion indexes based on the quantitative questions in the survey. Click here to sign up for email alerts and click here to view the latest release.

If you are a Seventh District business leader and would like to share your perspective on current economic conditions with us, you are welcome to participate in the CFSBC. Please send an email with your contact information to thomas.walstrum@chi.frb.org.

And now, a summary of economic conditions in the Seventh District from the latest release of the Beige Book and from other indicators of regional business activity:

  • Overall conditions: Growth in economic activity in the Seventh District continued at a moderate pace in late August and September, and contacts expect growth to remain moderate over the next six to twelve months.
  • Consumer spending: Growth in consumer spending increased only slightly and store traffic remained low. The sales pace of autos in the District remained strong, but slowed slightly.
  • Business Spending: Growth in business spending remained at a moderate pace. Retail and manufacturing inventories were generally at desired levels. Current capital expenditures and employment both grew at a moderate pace.
  • Construction and Real Estate: Activity increased modestly overall. Residential construction was little changed, while nonresidential construction, residential real estate, and commercial real estate activity all increased slightly.
  • Manufacturing: Growth in manufacturing production picked up to a moderate pace. Activity continued to be strong in autos and aerospace, while gains remained modest overall among other industries.
  • Banking and finance: Conditions were little changed. Equity prices declined slightly and volatility was low. Loan demand from small and middle market businesses continued to rise. Consumer loan demand increased modestly.
  • Prices and Costs: Cost pressures were unchanged and remained mild. Most energy and metals prices were flat and remained low, though steel prices fell some. Retail prices changed little and wage pressures were steady.
  • Agriculture: Low expectations for farm incomes continued, with contacts expecting that a profitable soybean harvest would not be enough to offset an unprofitable corn harvest.

The Midwest Economy Index (MEI) increased to –0.04 in August from –0.16 in July. The relative MEI moved up to +0.11 in August from +0.01 in July. August’s value for the relative MEI indicates that Midwest economic growth was slightly higher than what would typically be suggested by the growth rate of the national economy.

The Chicago Fed Survey of Business Conditions (CFSBC) Activity Index increased to +7 from −16, suggesting that growth in economic activity picked up to a moderate pace in late August and September. The CFSBC Manufacturing Activity Index increased to +6 from +3, and the CFSBC Nonmanufacturing Activity Index increased to +8 from −27.

Seventh District Update, September 2016

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First, a (repeat) repeat special announcement: As a Midwest Economy blog reader, you may also want to sign up to follow our new Chicago Fed Survey of Business Conditions (CFSBC), which is a survey of business contacts conducted to support the Seventh Federal Reserve District’s contribution to the Beige Book. The Chicago Fed produces diffusion indexes based on the quantitative questions in the survey. Click here to sign up for email alerts and click here to view the latest release.

If you are a Seventh District business leader and would like to share your perspective on current economic conditions with us, you are welcome to participate in the CFSBC. Please send an email with your contact information to thomas.walstrum@chi.frb.org.

And now, a summary of economic conditions in the Seventh District from the latest release of the Beige Book and from other indicators of regional business activity:

  • Overall conditions: Growth in economic activity in the Seventh District picked up to a moderate pace in July and early August, and contacts expect growth to remain moderate over the next six to twelve months.
  • Consumer spending: Growth in consumer spending slowed notably with most segments reporting little change in sales. Auto sales slowed some, but remained strong.
  • Business Spending: Growth in business spending picked up to a moderate pace. Retail inventories were somewhat higher than desired because of softer sales. Current capital expenditures picked up to a moderate pace, while hiring continued at a modest rate.
  • Construction and Real Estate: Activity increased slightly overall. Residential construction and home sales increased slightly. Demand for nonresidential construction picked up some, and commercial real estate activity increased slightly.
  • Manufacturing: Growth in manufacturing production picked up to a moderate pace. Activity continued to be strong in autos and aerospace, and increased in most other industries.
  • Banking and finance: Conditions improved modestly. Equity prices were higher, volatility was low, and loan demand from small and middle market businesses grew modestly. Consumer loan demand increased slightly.
  • Prices and Costs: Cost pressures were unchanged and remained mild. Most energy and metals prices were flat and remained low. Retail prices changed little and labor cost pressures were steady.
  • Agriculture: Already low expectations for farm incomes deteriorated over the reporting period as the potential for a record national harvest pushed prices down further.

The Midwest Economy Index (MEI) decreased to −0.14 in July from −0.04 in June. The relative MEI moved down to +0.03 in July from +0.38 in June. July’s value for the relative MEI indicates that Midwest economic growth was quite close to what would typically be suggested by the growth rate of the national economy.

The Chicago Fed Survey of Business Conditions (CFSBC) Activity Index increased to −18 from −23, suggesting that growth in economic activity remained at a modest pace in July and early August. The CFSBC Manufacturing Activity Index increased to a neutral value from −31, while the CFSBC Nonmanufacturing Activity Index declined to −27 from −18.

Seventh District Update, July 2016

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First, a (repeat) repeat special announcement: As a Midwest Economy blog reader, you may also want to sign up to follow our new Chicago Fed Survey of Business Conditions (CFSBC), which is a survey of business contacts conducted to support the Seventh Federal Reserve District’s contribution to the Beige Book. The Chicago Fed produces diffusion indexes based on the quantitative questions in the survey. Click here to sign up for email alerts and click here to view the latest release.

If you are a Seventh District business leader and would like to share your perspective on current economic conditions with us, you are welcome to participate in the CFSBC. Please send an email with your contact information to thomas.walstrum@chi.frb.org.

And now, a summary of economic conditions in the Seventh District from the latest release of the Beige Book and from other indicators of regional business activity:

  • Overall conditions: Growth in economic activity in the Seventh District continued at a modest pace in late May and June, and contacts expect growth to remain modest over the next 6 to 12 months.
  • Consumer spending: Growth continued at a moderate pace. Auto sales remained robust.
  • Business Spending: Growth remained modest. Most retailers and manufacturers reported comfortable inventory levels. Current capital outlays remained modest and plans for future outlays declined. Hiring continued at a modest rate, and there was an uptick in expectations for future hiring.
  • Construction and Real Estate: Activity increased slightly overall. Residential construction was little changed, while home sales increased in most locations. Demand for nonresidential construction increased slightly and commercial real estate activity rose modestly.
  • Manufacturing: Growth remained modest. Activity continued to be strong in autos and aerospace, but remained weaker in most other industries.
  • Banking and finance: Developments were mixed. Financial market volatility increased significantly, driven primarily by the United Kingdom’s vote to exit the European Union. Business and consumer loan demand grew slightly.
  • Prices and Costs: Cost pressures were unchanged and remained mild. Most energy and metals prices were flat and remained low. Retail prices were flat and labor cost pressures were steady.
  • Agriculture: Corn and soybean price gains led more farmers to lock in prices for the fall harvest, though the increases were not enough to change contacts’ expectations that farm incomes will be weak this year.

The Midwest Economy Index (MEI) decreased to +0.12 in May from +0.28 in April. The relative MEI declined to +0.53 in May from +0.71 in April. May’s value for the relative MEI indicates that Midwest economic growth was somewhat higher than what would typically be suggested by the growth rate of the national economy.

The Chicago Fed Survey of Business Conditions (CFSBC) Activity Index decreased to −24 from −21, suggesting that growth in economic activity remained modest in late May and June. The CFSBC Manufacturing Activity Index declined to −28 from −17, while the CFSBC Nonmanufacturing Activity Index ticked up to −22 from −23.

Seventh District Update, June 2016

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First, a (repeat) special announcement: As a Midwest Economy blog reader, you may also want to sign up to follow our new Chicago Fed Survey of Business Conditions (CFSBC), which is a survey of business contacts conducted to support the Seventh Federal Reserve District’s contribution to the Beige Book. The Chicago Fed produces diffusion indexes based on the quantitative questions in the survey. Click here to sign up for email alerts and click here to view the latest release.

And now, a summary of economic conditions in the Seventh District from the latest release of the Beige Book and from other indicators of regional business activity:

  • Overall conditions: Growth in economic activity in the Seventh District slowed to a modest pace in April and early May, tempering contacts’ optimism about growth over the next 6 to 12 months.
  • Consumer spending: Growth in consumer spending picked up to a moderate pace. Retailers in Michigan indicated that sales were the best they had seen in over a year. Auto sales remained robust.
  • Business Spending: Most retailers and manufacturers reported comfortable inventory levels. Current capital outlays and plans for future outlays slowed to a modest pace. Hiring also slowed to a more modest rate, as did expectations for future hiring.
  • Construction and Real Estate: Residential construction rose slightly, and residential rents and home prices rose moderately. Demand for nonresidential construction was little changed and commercial real estate activity rose modestly.
  • Manufacturing: Manufacturing production grew at a modest pace. Activity remained strong in autos and aerospace, but was slower in most other industries.
  • Banking and finance: On balance, financial conditions improved marginally. Market volatility decreased, high yield debt issuance rebounded, and upgrades outpaced downgrades for credit ratings of U.S. public financial firms. Business and consumer loan demand was little changed on balance.
  • Prices and Costs: Cost pressures again tightened some, but remained mild overall. Most energy and metals prices increased (steel in particular), but the level remained low. Retail prices increased slightly, as did wage costs. Growth in non-wage labor costs was steady.
  • Agriculture: Corn and soybean prices rose, improving farmers’ earnings prospects.

The Midwest Economy Index (MEI) was unchanged at +0.25 in April. The relative MEI increased to +0.71 in April from +0.67 in March. April’s value for the relative MEI indicates that Midwest economic growth was moderately higher than what would typically be suggested by the growth rate of the national economy.

The Chicago Fed Survey of Business Conditions (CFSBC) Activity Index decreased to –23 from zero, suggesting that growth in economic activity slowed to a modest pace in April and early May. The CFSBC Manufacturing Activity Index declined to –23 from +27, while the CFSBC Nonmanufacturing Activity Index decreased to –24 from –15.

Updated Forecasts of Seventh District GSP Growth

Several years ago, the Chicago Fed began providing estimates of annual gross state product (GSP) growth for each of the five states in the Seventh Federal Reserve District.1 The U.S. Bureau of Economic Analysis (BEA) releases annual GSP data for the prior year each June. This post discusses GSP projections for 2015 and presents an alternative forecasting model using quarterly GSP data from the BEA.2

The 2015 Growth Picture

To provide context for our projections, we first take a brief look at the main indicators of our model. Figure 1 shows annual U.S. gross domestic product (GDP) growth and GSP growth aggregated across the five states in the Seventh District from 2005 through 2014. Actual GSP data for 2015 will not be released for another month. However, we can get a sense of what this data is likely to show by comparing the recent histories in the figure. While growth in the Seventh District has lagged behind the nation in recent years, it has tended to follow a similar trend over longer periods. The U.S. maintained an annual growth rate of around 2.4% from 2014 to 2015, providing a reasonable starting point for our estimate of District growth in 2015.

fig1

The Chicago Fed’s Midwest Economy Index (MEI) then provides a useful link between national and regional growth that can give us a sense of the likely persistence of the recent shortfall between District and national growth. As figure 2 shows, the MEI indicated that the Midwest economy experienced growth that was somewhat above trend in the first half of 2015 and slightly below trend in the second half. Additionally, the relative MEI dipped below zero in the third quarter, suggesting that Midwest economic growth was further below its trend than national growth was in the second half of the year. Though the MEI does not explicitly pertain to GSP growth, historically a zero value for the index has been roughly consistent with 1.5% annual GSP growth for the District. In light of this, both the MEI and relative MEI suggest that District GSP growth in 2015 likely rebounded from its 2014 rate of 1.1% to somewhat above its trend rate of 1.5%, but still below the national growth rate of 2.4%.

fig2

Finally, we turn to annualized quarterly growth of state real personal income over 2015which provides an indication of how state-specific factors may have affected District GSP growth in 2015. Figure 3 shows that both Illinois and Michigan experienced strong income growth in the first quarter of 2015. Though the District states generally experienced weak income growth in the second quarter in comparison with the national average, growth rates in the remaining quarters of 2015 were of similar magnitudes to the national rate. Taken together, these data suggest some likely variation in GSP growth rates across the District states, but for the most part, they are consistent with the MEI and U.S. GDP growth data in figures 1 and 2.

fig3

Forecasts for 2015

Our forecasts for 2015 combine the information in the indicators discussed in the previous section to arrive at an estimate of annual GSP growth for the District states and the District as a whole. Since 2011, the Chicago Fed has used the following statistical model to estimate annual GSP growth:

formula

This model explains the annual GSP growth rate of each Seventh District state as a function of national GDP growth, regional economic conditions as captured by the monthly MEI and relative MEI, and state-specific conditions (specifically, quarterly real personal income growth and annual GSP growth in the previous year).3 We aggregate state projections into a District-wide forecast using each state’s respective share of nominal District GSP.

Figure 4 shows for each District state and the entire District their respective historical GSP growth (blue bars), in-sample fits (orange lines) of GSP growth obtained from our statistical model, and 2015 out-of-sample projections (green lines). With the exception of Iowa, the model predicts an increase in the GSP growth rate for the Seventh District states, as well as the District as a whole. Interestingly, this seems out of line with the national GDP data and the MEI and relative MEI data discussed earlier. It is of note, however, that for 2014 the model also estimated higher GSP growth than what was realized for each state.

fgi4

Motivated by our model’s recent shortcomings, we developed a similar model estimated using the experimental quarterly GSP data recently published by the BEA. Figure 4 also contains projections of annual GSP growth (red bars) obtained from this new model. At the time of writing, these data were available through the third quarter of 2015. To obtain a GSP growth projection for all of 2015 with these data, we need only estimate the fourth quarter’s value. Using the new statistical model to obtain this estimate and combining it with the data from the first three quarters, we arrive at an alternative forecast for 2015.

Figure 4 clearly shows a large difference between our two forecasting models. As table 1 further demonstrates, the projections from our new quarterly model (Q4 forecasted column) are below those of our original annual model in every instance, and often by quite large magnitudes. For the District as a whole, our quarterly model predicts more modest GSP growth of 1.6%, compared with 2.5% as forecasted by the annual model. This estimate from our quarterly model is also in line with the previous evidence suggesting growth was slightly above the historical trend of 1.5% but below the national growth rate of 2.4% for 2015.

Table 1. Annual GSP Growth Forecasts for 20154

table1_GSP

To illustrate the sources of the discrepancy between our model forecasts, we plot in figure 5 the annualized quarterly GSP growth data from the BEA (blue bars) for 2015, including our fourth quarter estimates (red bars) and fitted values from the model (orange lines). It is important to note that both our annual and quarterly models use the same 2015 data for the variables that they share in common, with the exception of the three quarters of GSP data that we have for 2015. These data show sharp contractions in GSP for every District state (with the exception of Illinois) in the first quarter. More than anything else, this feature of the quarterly data is the dominant source of the discrepancies between our annual and quarterly model projections. The model fits in figure 5 make this clear, as they demonstrate very large negative residuals in the first quarter and only small misses in the other quarters, reflecting the fact that the declines in GSP in the first quarter are not consistent with the indicators in our statistical model.

fig5

It is possible that the quarterly GSP data for 2015 will be revised upon the release of the annual figure next month. As noted previously, our model predicts weak first quarters for the District states, but not nearly as dramatically as what has been released by the BEA thus far. Considering the apparent inconsistency between the quarterly data and the model, we also generate a forecast for 2015 that uses the fitted values for the first three quarters of 2015 GSP growth instead of the quarterly data. These projections, presented in the Q1–Q4 forecasted column of table 1, are larger than the quarterly model’s estimates using the quarterly values for 2015, but are still below those of the annual model. Moreover, these projections suggest that at 2.0%, District GSP growth improved in 2015 and was closer to the national average, but still below it.

Conclusion

We will continue to monitor the performance of both our annual and quarterly forecasting models. However, based on the results presented here, we intend to report annual GSP growth rates for each District state from our new quarterly model combined with the available quarterly data for the 2015 forecast (as presented in the Q4 forecasted column in table 1). From now on, we will continue to report estimates from this model as long as the quarterly data from the BEA make it possible to do so.

  1. The Seventh District comprises parts of Illinois, Indiana, Michigan and Wisconsin, as well as all of Iowa.
  2. The quarterly GSP data provided by the BEA is still in an experimental phase. For more information, visit https://www.bea.gov/regional/index.htm.
  3. The model is explained in more detail in Brave and Wang (2012).
  4. To allow for “like-for-like” comparisons among District forecasts, we aggregate state-specific annual forecasts to the District level using annual nominal GSP shares. The 2015 projections were aggregated using the 2014 shares.