Computer Science Jobs on the Rise

Many recent high school graduates are likely considering a postsecondary education in computer science because those jobs are growing quickly today. But what will demand be when those graduates enter the job market?

State-Level Gross Domestic Product (GDP) Now Available by Quarter

State-level gross domestic product (GDP) is now available by quarter. Previously, the U.S. Bureau of Economic Analysis (BEA) only provided state-level GDP on an annual basis. The agency’s news release explains “These new statistics provide a more complete picture of economic growth across states that can be used with other regional data to gain a better understanding of regional economies as they evolve from quarter to quarter.”

Don't Mess with Texas - Federal Contract Spending Cuts and the Texas Economy

Today Chmura released the second in a series of white papers examining the reliance of states on federal contract spending. Firms in Texas received $39.0 billion in federal contract awards in fiscal year (FY) 2013 in the United States —more than all other states except Virginia ($51.2 billion) and California ($47.6 billion). The Lone Star State boasts plentiful natural resources and an advanced industrial sector which are two of the reasons it is a large recipient of federal spending. Major metropolitan statistical areas such as Dallas, Houston, and San Antonio rely on this spending to support economic growth, particularly since the slow recovery from the Great Recession of 2007 to 2009.

Recent Industry Reclassifications Have Major Impact on Analysis in Health Care, Finance Sectors

In the first quarter of 2013, many establishments that provide home care for the elderly were reclassified from NAICS 814110 (private households) to 624120 (services for the elderly). This reclassification, while appropriate according to the BLS, may cause problems for anyone analyzing the health care industry, especially in the regions that were most affected.

Improving Unemployment Claims Data Masks Decade's High Variance between the States

Over the past several months the labor market has been sending out some mixed signals in terms of its relative strength. For instance, initial unemployment claims data—typically a reasonable signal of the overall labor market—has been trending downward and is not far off from a new 35-year low. Once adjusted for the size of the current population, the September figure of the seasonally adjusted 4-week moving average of 305,000 initial claims would “traditionally” be associated with a very strong labor market. In October the number of claims have edged upwards, but still remain fairly low.

Recently several economists & bloggers—Marginal RevolutionThe Money AllusionCalculated Risk, and others—have noted the disconnect between the recent unemployment claim numbers and the rest of the labor market—job creation, the unemployment rate, and wage growth. Some have taken it as a sign that the labor market is not really as weak as the headline unemployment rate suggests, while others see it as a symptom of the decline of manufacturing, which frequently relies on mass layoffs to adjust output. At its lowest in early 2000 there were 0.94 claims per 1,000 people in the country. The only other periods to approach this—1989 and in 2006—the same metric was 1.16 and .96 respectively. As of the end of September, the current rate was .96 claims per 1,000 citizens—given a U.S. population estimate of 316.4 million in 2013.

National Initial Unemployment Claims 1989-2013


However, masked in these national numbers is the marked difference in claims data between the states. Similar to our analysis that showed great disparity in job gains by state, the claims data shows a very different picture when examined at the state level. While some states are at or near record lows in terms of the level of unemployment claims per 1,000 residents, other states are still well above the number of monthly unemployment claims that would signal a return to a healthy labor market.

Claims per 1,000 Residents (September-2013)

In contrast to the past two recoveries where a vast majority of states had also seen their claim data nadir in close correlation with the national job market, this recovery has seen several states lag well behind the leaders in terms of layoff declines. One simple measure is to see how the average state was doing in terms of its claims per 1,000 residents when the national economy experienced a new low in initial claims. The elevated figure for this simple average among the 50 states and the District of Columbia in 2013 also features a higher weighted variance for these claims per 1,000 people currently among the states as compared to the corresponding periods in 2000 and 2006.

National Low in 52-Week Moving Average of Initial Claims per 1,000 People 0.94 0.96 0.96
Average of All States 52-Week Moving Average of Initial Claims per 1,000 People (same week as national low) 1.01 1.04 1.11
Source: Federal Reserve Bank of St. Louis and Chmura Economics & Analytics

Another way to examine this is look at the 52-week moving average of claims by state to see in each of these periods—1989, 2000, 2006, and 2013—how close each state was to its lowest ever ratio of claims per 1,000 residents. For instance in 2000 and 2006, on average when the nation claims rate bottomed out in terms of initial claims the average state was within 14 and 17 percentage points respectively above its historic low of number of claims per 1,000 residents. In contrast in 2013, as the nation approaches its historic low for initial claims per 1,000 residents, on average the states are 26 percentage points above their previous historic low.

Essentially many states approached their historic lows in 2000 and in 2006, but much fewer states are close to their historic lows currently despite the healthy national numbers in terms of initial claims. Another way to think about it would be to posit that the economic expansions in the late 1990s and mid 2000s were rising tides that spread business activity relatively broadly across most states and MSAs. Whereas today’s expansion is a more of story of states that have and have not, where several states are beginning to forge new records for employment and many other states lag significantly behind in terms of their labor market.

Distribution of State Claims per 1,000 Residents in Terms of State Historic Low 1988-2013

While it is possible that the average of initial claims per 1,000 will narrow across many more states as the nation actually reaches new 35-year low of claims per 1,000 citizens, it is unlikely that the states which have the highest current claims rate will make enough progress in the next several months to fundamentally change the shape of this distribution. This would require large drop of in claims in Alaska, Wisconsin, Pennsylvania, Oregon, and New Jersey all of which have more been averaging more than 1.5 claims per 1,000 residents for the past year. Furthermore, we find little preliminary evidence lately that the level of initial unemployment claims are associated with the size of the manufacturing sector—as gauged by the location quotient, but we will explore this relationship more fully in subsequent blogs.

Does Manufacturing Matter?