The Arizona Department of Transportation, the Arizona Game & Fish Department and the Arizona State Parks Board are required to conduct a study every three years on watercraft fuel consumption and recreational watercraft usage. The fuel consumption data is collected to determine the allocation of motor vehicle fuel tax to the State Lake Improvement Fund. The information on recreational watercraft usage patterns on Arizona’s lakes and rivers is necessary, in part, to determine the distribution of SLIF funds to applicants.

In fiscal year 2012, Scottsdale Unified School District’s student achievement was similar to peer districts’, on average, but it compared less favorably in operational efficiencies. The District’s food service program operated efficiently with a cost per meal that was lower than the peer district average. However, the District’s administrative costs were higher than peer districts’, primarily because it employed more administrative staff. In addition, the District inaccurately reported its costs on its Annual Financial Report and it lacked sufficient computer controls. The District’s plant operations cost per pupil was higher than peer districts’, on average, because the District maintained more square footage per student than the peer districts’ and many of its schools operated far below their designed capacities. Further, the District’s transportation cost per mile was much higher than the peer districts’ average, in part, because of inefficient bus routes.

The best way to evaluate job quality would be to analyze a dataset that presents both occupational and industrial data, but the only dataset of this nature available by state comes from the decennial census. It is severely limited by small sample size, the latest data are for 1999, and the 1999 data are not consistent with the 1989 data. Thus, the initial work by the Seidman Institute on job quality ("Job Quality in Arizona," March 2005) presented data on Arizona job quality from several sources of either industrial or occupational data. "Job Quality in Arizona Compared to All States" (June 2005), is an extension of the March 2005 report. Arizona’s job quality in the latest year and its change over time is compared to the national
average and is ranked among the 51 “states” (including the District of Columbia).

Available data on the cost of living indicate that living costs in Arizona are close to the national average — thus, the state’s lower-than-average wages are not offset by low living costs. No productivity data exist for Arizona. Worker productivity in Arizona could be below the national average due to lesser investments in physical or human capital, which would result in lower wages. Labor market supply and demand factors are a likely cause of the low wages in Arizona. A substantial number of people seem willing to move to Arizona and accept a substandard wage in exchange for perceived qualitative advantages to living in Arizona, primarily climate.

The long-term trend toward lower-quality jobs in the United States continued between 2001 and 2004. Industrial job quality fell 1.6 percent nationally between 2001 and 2004. The decrease in occupational job quality was not quite as great at 0.9 percent. Thus, overall U.S. job quality dropped 2.5 percent during the three years, causing the U.S. average wage to be 2.5 percent less than it otherwise would have been. Arizona’s job quality fell between 2001 and 2004 at a pace worse than the national average. Relative to the national average, the industrial and occupational job mixes each slipped a bit more than 0.3 percent during the three years, for an overall decline of 0.7 percent. In Arizona, job quality in 2004 was 2.0 percent below the national average, but Arizona ranked 23rd among all states.

The quality of jobs in the United States became a national concern in the 1980s after a long period of losses of relatively high-paying manufacturing jobs and gains of frequently low-paying service jobs. National job quality remains a concern today, as witnessed by the debate in the 2004 presidential campaign. The overall average wage is a measure of prosperity or well-being, but is not in itself a measure of job quality since job quality is just one of several factors — including cost of living, productivity, and desirability of an area — that affect the overall average wage. Little information on these factors is available by state. Adjusting for job quality reduces the state-by-state variation in wages. However, even after adjusting for job quality, the average wage still varies substantially by state.