The University of Georgia Center for Agribusiness and Economic Development College of Agricultural and Environmental Sciences Calculating Georgia’s Economic Vitality Index: 2012 Update Prepared by: John C. McKissick and Sharon P. Kane Center Report: CR-12-03 January 2012 Table of Contents Table of Contents .................................................................................................................................. i Brief Data Description ......................................................................................................................... 1 Data Calculations Overview................................................................................................................. 1 Grading Scale/Benchmark.................................................................................................................... 2 Data/Methodology Limitations ............................................................................................................ 2 Interpreting the Index ........................................................................................................................... 3 Appendix I: 2009 Southeast Index County Grades & Averages ........................................................ 10 Appendix II: 2009 U.S. Index County Grades & Averages. .............................................................. 12 Appendix III: Individual County Variable for 2009 .......................................................................... 14 Appendix IV: 1980 Southeast Index County Grades & Averages ..................................................... 16 Appendix V: 1980 U.S. Index County Grades & Averages............................................................... 18 Appendix VI: Individual County Variable for 1980 .......................................................................... 20 Appendix VII: 1980-2009 SE Index Grade Changes by Variable and Average ................................ 22 Appendix VIII: 1980-2009 U.S. Index Grade Changes by Variable and Average ............................ 24 List of Tables Table 1. Grading Classification Scale .................................................................................................. 2 Table 2. 1980 Grading Scale in Comparison to the Southeast (Ratio of County to SE Average for Grade Point) ......................................................................................................................................... 2 Table 3. 1980 Grading Scale in Comparison to the United States (Ratio of County to US Average for Grade Point) .................................................................................................................................... 2 Table 4. Summary of Economic Vitality “Grades”, 1980 and 2009 .................................................... 3 Table 5. Avg. County Grades by Indicator, 2009 vs. Base 1980 ......................................................... 4 Table 6. Grade Change Summary, 1980-2009 ..................................................................................... 5 Table 7. Grade Average by Variable, SE Benchmark 1980 & 2009.................................................... 5 Table 8. Grade Average by Variable, US Benchmark 1980 & 2009 ................................................... 5 List of Figures Figure 1. U.S. Benchmark, 1980 and 2009 .......................................................................................... 6 Figure 2. U.S. Grade Change, 1980 to 2009 ........................................................................................ 7 Figure 3. S.E. Benchmark, 1980 and 2009........................................................................................... 8 Figure 4. S.E. Grade Change, 1980 to 2009 ......................................................................................... 9 i Calculating Georgia’s Economic Vitality Index The Economic Vitality Index was developed by the Georgia Rural Development Council in order to evaluate the overall county economic conditions using a number of different indicators and to be able to measure progress over time. In addition, the index was to be an aid in: • • • • Prioritization and allocation of resources Evaluation of relative economic progress Evaluation of policy success Evaluation of policy options In order to rank the index relative to a meaningful benchmark, the data calculations are performed in relation to how Georgia counties compare to the average of the Southeastern States (Alabama, Florida, Georgia, Mississippi, North Carolina, South Carolina, and Tennessee) and to the overall average in the United States for an initial year (1980) and then compared to that year in order to view progression over time. Further, this task required the use of consistent data that is readily available for calculations, collected on a regular basis, and the same across all of the counties and states to be analyzed. Brief Data Description The calculations for the Economic Vitality Index as recommended by the Governor’s Rural Development council are based on the following variables. • • • • • • Employment – 3 year moving average of growth rate (employment figures are by place of work). Data source: Bureau of Economic Analysis Population – 3 year moving average of growth rate. Data source: U.S. Census Bureau Poverty Rate – last Census figure as applicable, model-based estimate for yearly following Census. Data source: U.S. Census Bureau Wages – 3 year moving average of growth rate in average weekly wage (average wage and salary disbursements/number of wage and salary jobs). Data source: Bureau of Economic Analysis Unemployment Rate – 3 year moving average of unemployment rate. Data source: U.S. Bureau of Labor Statistics, historical Georgia data from Georgia Department of Labor. Per Capita Income – 3 year moving average of per capita income. Data source: Bureau of Economic Analysis. Data Calculations Overview To form the basis for the initial “grade”, the variables described above are calculated for each Georgia County and for the Southeast (SE) and U.S. (US) for 1980. Then, each Georgia county figure is compared to the figure for SE and US in the form of a ratio and ranked from “good” to “bad” in order to make the initial grade assignment per variable. Note that for some variables, “good” would be a high number (i.e. per capita income) and for others “good” would be a low number (i.e. unemployment rate). Then the ratio is assigned an initial grade based on separation by quintiles, resulting in a classification ranging from 0 to 4 for each individual variable. For each county, the average of all six quintile classifications is determined and assigned a grade based on Calculating Georgia’s Economic Vitality Index 1 this average. Future year’s analysis will be assigned grades based on the individual variable ratio quintile cut points of the 1980 data in order to show progression over time (Tables 2 and 3). Table 1. Grading Classification Scale Average Range Grade Classification 0 to .49 F .50 to 1.49 D 1.50 to 2.49 C 2.50 to 3.49 B 3.50 to 4.00 A Grading Scale/Benchmark Table 2. 1980 Grading Scale in Comparison to the Southeast (Ratio of County to SE Average for Grade Point) Avg. Weekly Wage % of % of % of Grade SE Grade SE Grade SE Avg Avg Avg 4 154.04 4 172.14 4 114.49 3 92.64 3 96.50 3 104.10 2 57.31 2 56.38 2 94.38 1 3.24 1 11.73 1 86.29 0 < 3.24 0 <11.73 0 <86.29 1980 Overall average of counties – 2.00 Employment Population Per Capita Income % of Grade SE Avg 4 92.62 3 86.37 2 79.67 1 73.07 0 <73.07 Poverty Unemployment Grade % of SE Avg Grade % of SE Avg 4 3 2 1 0 85.76 106.62 126.32 158.77 >158.77 4 3 2 1 0 84.67 95.45 105.70 119.72 >119.72 Table 3. 1980 Grading Scale in Comparison to the United States (Ratio of County to US Average for Grade Point) Avg. Weekly Wage % of % of % of Grade SE Grade SE Grade SE Avg Avg Avg 4 152.63 4 255.42 4 121.75 3 91.79 3 143.19 3 110.71 2 56.78 2 83.65 2 100.36 1 3.21 1 17.41 1 91.77 0 < 3.21 0 <17.41 0 <91.77 1980 Overall average of counties – 2.00 Employment Population Per Capita Income % of Grade SE Avg 4 75.18 3 70.11 2 64.67 1 59.31 0 <59.31 Poverty Unemployment Grade % of SE Avg Grade % of SE Avg 4 3 2 1 0 120.16 148.39 175.81 220.97 >220.97 4 3 2 1 0 82.63 93.16 103.16 116.84 >116.84 Data/Methodology Limitations The calculation method of comparing Georgia County variables to a SE or US variable, though valuable in pursuit of stated goals, has some limitations including the following. First, many of the variables compare percentage changes, which can result in apparently inflated numbers depending on the starting point. For example, if looking at the percentage change in employment in a county that went from 50 to 100 employees over a time period would be a 100% change, which might be a great deal larger than the percentage change in the SE or US. Therefore, individual variables with very high scores might require further analysis at times. Further, in Calculating Georgia’s Economic Vitality Index 2 comparing the county figures with the SE or US figures, an average across the states in the Southeast (or US), not the average of the calculation for the counties in each of these states is used. Another methodology issue would be present the SE or US average figure were negative in the case of change variables. If this were the case, adjustments to the ratio would be necessary to account for sign and magnitude based on negative values in the denominator of the ratio comparison. The data itself might have some limitations, though an in-depth analysis of each of these variables and how and when they are collected are beyond the scope of this research. However, it is important to keep in mind that there are imperfections in any type of data collection process. For example, the poverty figures used in calculating the index utilize a decennial census data point for the 1980, 1990, and 2000 calculations. However, for the 2011 update using the most recent data (2009), there is no updated census estimate yet available, so we use the model-based estimates that are available because they represent the most current and valid figure. Further, because the index needs to be calculated on a regular basis and consistent across all geographic regions considered, researchers must use the best available information in the construction of the figures. Interpreting the Index It is critical to remember when viewing the Economic Vitality Indices over time that the figures are relative not only to the base year of 1980, but are also relative to the comparative region of either the SE or the US. For example, if a county receives an “F” ranking in 1980, this means that the county’s average of all six variables in comparison to the SE or US resulted in a grade point below .49. If that county then moves up to another rating, it means that the variable combinations compared to 1980 and the SE or US improved over the time period. It is also important to remember the indices are averages of all 159 Georgia counties, each counting the same in weight. Fulton and Echols counties, for instance, both count for 1/159th of Georgia’s total even though each is vastly different is size and population. Table 4 summarizes the 2009 SE index and US index county grades as compared to the 1980 benchmark. In 2009, 12 fewer Georgia counties ranked a C or higher than in 1980 and the overall “grade point average” dropped from 2.00 to 1.89 as compared to 1980’s position against the rest of the Southeastern states. This means that Georgia lost ground relative to the Southeast in the six variable composite grades as compared to their position in 1980. By the US index, 11 more counties fell below the C grade than in 1980 and the overall “grade point average” dropped from 2.00 to 1.89 as compared to 1980’s position against all other US states. As with the SE index, the average Georgia county fell from the 1980 position in the six variable composite as compared to other US states. Table 4. Summary of Economic Vitality “Grades”, 1980 and 2009 1980 Grade (Benchmark)* A B C D F # of Counties % of Counties 10 35 76 34 4 6.29 22.01 47.80 21.38 2.52 2009 SE Grade A B C D F # of Counties % of Counties 7 44 58 46 4 4.40 27.67 36.48 28.93 2.52 2009 US Grade A B C D F # of Counties % of Counties 6 37 67 47 2 3.77 23.27 42.14 29.56 1.26 Total 159 100.00 Total 159 100.00 Total 159 100.00 2009 Overall average of counties compared to SE – 1.89, 2009. Overall average of counties compared to US – 1.89 *Based on the methodology, the initial benchmark is the same for both the SE and US comparisons. Calculating Georgia’s Economic Vitality Index 3 Table 5 breaks the overall grade into the county average for each of the 6 grading variables. As can be seen, Georgia did lose ground against most variables in both the SE and US index. However, the average Georgia County improved significantly in the employment variable as measured against the SE and in poverty rates as compared to the US. Table 5. Avg. County Grades by Indicator, 2009 vs. Base 1980 SE Benchmark U.S. Benchmark Employment Population Poverty Avg. Wkly Wage Unemployment PCI Grade Point Average 2.26 1.89 1.91 1.77 1.74 1.79 1.89 or C- 2.03 1.74 2.47 1.72 1.10 2.30 1.89 or C- Figures 1 and 3 “map” the 1980 and 2009 county grades for the US and SE index with shades of red indicating the upper grades and blue the lower grades. The overall pattern shows that top grades and bottom grades exist around the state. However, the overall cluster of top grades has moved away from the metro Atlanta area to other areas of the state. Clusters of poorer performing 1980 counties in deep southwest and Southeast Georgia have been replaced with a solid string of counties from Northeast Georgia to Southwest Georgia in 2009. Most coastal area counties improved in overall grades. Only one county, Columbia, remained in the very top county grade in both time periods and no counties repeated in the lowest grade. Almost all the A counties are near major employment centers, have highly regarded public school systems, superior medical facilities, and continue to maintain and support rural open space inside the county. Such community characteristics appear to make desirable communities in which to live while working in nearby counties with limited commutes. Table 6 summarizes how counties changed in grade during the time period and Figures 2 and 4 reveal the location and pattern of change for each comparison. An analysis of the factors leading to change in the county economic vitality score during the time period may suggest strategies and policy choices which could lead to EVI increase in other counties. While a detailed analysis is beyond the scope of this paper, the maps and individual variable changes can provide insight. As can be seen in Table 6, 40 Georgia counties improved at least one grade level as compared to other US states and 45 counties against other SE states. Figures 2 and 4 show that most of these counties are outside major metropolitan centers and, most notably, none are in the central Atlanta metro area. Further, these figures highlight the fact that the counties improving the most are found in South Georgia, while only two Northeast Georgia counties show an improvement of two grade levels in either the SE or US index. In both indices, two counties improved from C to A counties (Chatham in both indices, Banks in US and neighboring Stephens in the SE). All other counties showing two or more grade level changes lie mostly in deep Southwest or Southeast Georgia and moved from a very bottom level county to a C county. A casual look at the characteristics leading to grade improvement from 1980 to 2009 shows that the counties moving from the middle to top grades had major employment and/or natural attraction infrastructure investments near or inside the county. Those counties moving from the bottom to the middle grades share their starting point in 1980 in most characteristics, at or close to the bottom rank. They also are mostly rural, agricultural/forestry counties. The counties showing the greatest loss in grade are scattered across the state including several in and around metro Atlanta. Many of the negative grade change counties suffered major industry loss during the time period. Tables 7 and 8 show how individual variables fared in each grade-change group. In both indices, the variable average weekly wage seems most important to both positive and negative grade change Calculating Georgia’s Economic Vitality Index 4 counties. Interesting and notable differences exist in the other variables linked to the grade-change groups. A more detailed examination of policies and or other characteristics explaining the EVI grade change by county could provide further insight into specific policies or resources that are most linked to either negative or positive changes in an area’s economic vitality Grade Change +2 +1 0 -1 -2 Total Table 6. Grade Change Summary, 1980-2009 1980-2009 1980-2009 US Benchmark SE Benchmark Number of Percent of Number of Grade Change Counties Counties Counties 5 3.1 +2 7 35 22.0 +1 38 63 39.6 0 60 52 32.7 -1 47 4 2.5 -2 7 159 100.00 Total 159 Percent of Counties 4.40 23.9 37.7 29.6 4.40 100.00 Table 7. Grade Average by Variable, SE Benchmark 1980 & 2009 Employment Population Poverty Avg. Wkly. Wage Unemployment PCI Overall Avg. Grade 1980 2009 1980 2009 1980 2009 1980 2009 1980 2009 1980 2009 1980 2009 +2 +1 0 -1 -2 Ga. Avg. 0.43 1.87 1.87 2.26 3.43 2.00 2.86 2.76 2.32 1.83 1.29 2.26 0.29 2.03 1.87 2.23 2.86 2.00 1.86 2.47 1.88 1.60 0.71 1.89 1.14 1.79 1.98 2.26 2.14 2.00 1.29 2.29 1.85 1.87 1.29 1.91 0.57 1.47 1.72 2.83 2.86 2.00 3.29 2.92 1.60 1.06 0.29 1.77 0.71 2.18 1.83 2.23 1.86 2.00 1.86 2.79 1.58 1.30 0.29 1.74 1.14 1.84 1.88 2.32 2.29 2.00 1.86 2.39 1.55 1.74 0.86 1.79 0.71 1.86 1.86 2.35 2.57 2.00 2.17 2.61 1.80 1.57 0.79 1.89 Table 8. Grade Average by Variable, US Benchmark 1980 & 2009 Employment Population Poverty Avg. Wkly. Wage Unemployment PCI Overall Avg. Grade 1980 2009 1980 2009 1980 2009 1980 2009 1980 2009 1980 2009 1980 2009 +2 +1 0 -1 -2 Ga. Avg 0.40 1.71 1.87 2.35 3.50 2.00 2.80 2.46 2.16 1.56 1.50 2.03 0.80 1.89 1.86 2.25 3.00 2.00 1.40 2.14 1.78 1.56 0.50 1.74 1.40 1.49 2.10 2.19 2.75 2.00 2.60 2.51 2.49 2.40 2.50 2.47 0.80 1.49 1.60 2.85 2.75 2.00 3.40 2.94 1.57 1.06 0.00 1.72 1.20 2.00 1.86 2.19 2.25 2.00 2.00 1.86 0.95 0.77 0.00 1.10 1.20 1.49 2.11 2.21 2.50 2.00 3.00 2.57 2.30 2.10 1.50 2.30 0.97 1.68 1.90 2.34 2.79 2.00 2.53 2.41 1.88 1.57 1.00 1.89 Calculating Georgia’s Economic Vitality Index 5 Figure 1. U.S. Benchmark, 1980 and 2009 Calculating Georgia’s Economic Vitality Index 6 Figure 2. U.S. Grade Change, 1980 to 2009 Change: +2=5 +1=35 No Change=63 -1=52 -2=4 Calculating Georgia’s Economic Vitality Index 7 Figure 3. S.E. Benchmark, 1980 and 2009 Calculating Georgia’s Economic Vitality Index 8 Figure 4. S.E. Grade Change, 1980 to 2009 -2 -1 No change +1 +2 Change: +2=7 +1=38 No Change=60 -1=47 -2=7 Calculating Georgia’s Economic Vitality Index 9 Appendix I: 2009 Southeast Index County Grades & Averages County Appling County Atkinson County Bacon County Baker County Baldwin County Banks County Barrow County Bartow County Ben Hill County Berrien County Bibb County Bleckley County Brantley County Brooks County Bryan County Bulloch County Burke County Butts County Calhoun County Camden County Candler County Carroll County Catoosa County Charlton County Chatham County Chattahoochee County Chattooga County Cherokee County Clarke County Clay County Clayton County Clinch County Cobb County Coffee County Colquitt County Columbia County Cook County Coweta County Crawford County Crisp County Dade County Dawson County Decatur County DeKalb County Dodge County Dooly County Dougherty County Douglas County Early County Echols County Effingham County Elbert County Emanuel County Evans County Fannin County Fayette County Floyd County Forsyth County Franklin County Fulton County Gilmer County Glascock County Glynn County Gordon County Grady County Greene County Gwinnett County Habersham County Hall County Hancock County Haralson County Harris County Hart County Heard County Henry County Houston County Irwin County Jackson County Jasper County Employment Population Poverty Avg. Wkly. Wage Unemployment Per Capita Incom Average. Grade 2009 3 1 2 4 1 3 3 1 1 1 3 4 1 1 3 3 4 1 2 2 1 3 1 1 4 4 1 3 3 1 3 2 4 1 2 4 1 4 1 1 1 3 1 3 1 3 3 2 3 4 4 2 1 2 2 2 1 4 1 2 1 3 2 1 1 4 2 2 4 4 3 2 1 4 4 3 1 2 1 2009 1 2 2 0 1 3 4 3 0 1 1 2 1 0 4 4 0 3 3 3 3 3 3 0 3 4 1 4 3 0 2 1 3 2 2 4 2 4 0 1 1 4 1 2 0 1 1 4 0 2 4 0 2 2 2 1 1 4 1 4 2 2 3 3 2 1 4 4 4 0 2 3 0 1 4 3 0 4 3 2009 1 1 1 0 2 3 4 3 1 1 2 2 2 1 4 1 1 3 0 3 1 3 4 1 3 1 2 4 0 0 3 1 4 1 1 4 1 4 2 0 3 4 1 3 1 0 0 4 0 1 4 2 1 0 2 4 2 4 2 3 2 2 3 3 1 2 4 3 3 0 2 4 2 2 4 4 1 4 3 2009 2 0 0 4 4 4 0 4 0 0 0 0 4 2 1 4 4 0 4 4 4 3 2 3 4 4 2 0 0 0 0 0 0 3 4 2 4 2 0 1 4 0 2 1 3 0 4 4 0 4 0 0 2 0 0 2 4 0 0 1 1 0 0 4 4 0 0 2 0 0 0 3 0 4 0 4 3 0 0 2009 2 0 2 2 0 4 2 1 0 1 2 2 2 3 4 3 0 1 0 3 3 2 4 2 3 0 0 4 4 2 1 1 3 0 3 4 0 3 2 0 2 3 0 2 2 2 1 2 1 4 4 0 1 3 2 4 2 4 1 2 3 1 4 1 3 1 3 3 3 0 1 4 0 0 3 4 0 2 0 2009 1 0 0 3 1 3 2 3 1 2 4 1 0 2 4 0 0 1 0 3 0 2 2 0 4 1 0 4 1 2 0 0 4 0 1 4 0 4 2 1 1 4 1 4 0 0 2 3 3 0 3 2 0 1 2 4 3 4 2 4 2 0 4 1 1 4 4 2 3 0 2 4 1 1 3 4 0 2 2 2009 1.67 0.67 1.17 2.17 1.50 3.33 2.50 2.50 0.50 1.00 2.00 1.83 1.67 1.50 3.33 2.50 1.50 1.50 1.50 3.00 2.00 2.67 2.67 1.17 3.50 2.33 1.00 3.17 1.83 0.83 1.50 0.83 3.00 1.17 2.17 3.67 1.33 3.50 1.17 0.67 2.00 3.00 1.00 2.50 1.17 1.00 1.83 3.17 1.17 2.50 3.17 1.00 1.17 1.33 1.67 2.83 2.17 3.33 1.17 2.67 1.83 1.33 2.67 2.17 2.00 2.00 2.83 2.67 2.83 0.67 1.67 3.33 0.67 2.00 3.00 3.67 0.83 2.33 1.50 2009 C D D C C B B B D D C C C C B B C C C B C B B D A C D B C D C D B D C A D A D D C B D B D D C B D B B D D D C B C B D B C D B C C C B B B D C B D C B A D C C Calculating Georgia's Economic Vitality Index 10 Appendix I: 2009 Southeast Index County Grades & Averages County Jeff Davis County Jefferson County Jenkins County Johnson County Jones County Lamar County Lanier County Laurens County Lee County Liberty County Lincoln County Long County Lowndes County Lumpkin County McDuffie County McIntosh County Macon County Madison County Marion County Meriwether County Miller County Mitchell County Monroe County Montgomery County Morgan County Murray County Muscogee County Newton County Oconee County Oglethorpe County Paulding County Peach County Pickens County Pierce County Pike County Polk County Pulaski County Putnam County Quitman County Rabun County Randolph County Richmond County Rockdale County Schley County Screven County Seminole County Spalding County Stephens County Stewart County Sumter County Talbot County Taliaferro County Tattnall County Taylor County Telfair County Terrell County Thomas County Tift County Toombs County Towns County Treutlen County Troup County Turner County Twiggs County Union County Upson County Walker County Walton County Ware County Warren County Washington County Wayne County Webster County Wheeler County White County Whitfield County Wilcox County Wilkes County Wilkinson County Worth County Georgia County Avg. Employment Population Poverty 1 1 1 1 4 4 4 1 3 4 3 4 4 3 1 1 1 1 2 2 2 2 4 3 2 1 3 3 1 3 4 4 4 2 4 3 2 1 2 1 1 4 1 2 1 3 1 4 4 1 4 1 3 4 1 3 1 1 4 1 4 2 1 1 3 2 1 2 2 1 1 2 1 2 1 1 3 1 3 4 2.26 2 0 0 3 2 3 4 2 4 2 0 4 3 3 1 2 0 2 0 0 1 1 3 0 3 0 0 4 4 3 4 4 4 4 4 2 1 2 1 1 0 1 3 4 0 1 3 2 0 0 0 0 4 0 0 0 2 2 2 2 2 2 0 0 3 1 1 4 1 0 1 2 0 2 2 2 2 0 1 0 1.89 1 1 0 0 4 2 2 1 4 3 2 1 1 3 2 2 0 3 1 2 1 1 4 1 3 2 3 4 4 3 4 1 4 2 4 1 1 3 1 3 1 1 4 3 1 1 2 2 1 0 1 0 0 1 0 0 1 1 0 3 0 2 0 1 3 2 3 4 1 1 1 1 2 0 3 1 0 1 2 2 1.91 Avg. Wkly. Wage 0 1 0 0 0 0 2 4 4 4 4 3 4 0 0 4 1 0 3 0 4 4 4 0 0 1 4 0 4 0 0 2 0 3 0 1 4 0 0 0 0 4 4 0 0 4 0 3 4 0 0 0 2 4 4 4 4 2 4 4 0 3 4 0 0 4 0 4 4 0 0 0 0 4 0 0 4 0 4 4 1.77 Unemployment 0 0 0 0 3 0 3 1 4 3 1 4 4 1 0 3 0 4 2 0 4 2 3 2 3 1 2 1 4 4 3 1 3 3 2 2 4 2 0 1 0 1 1 1 0 1 0 2 1 0 1 0 2 1 0 1 3 1 2 3 0 0 0 1 3 0 2 2 2 0 0 1 3 2 3 1 0 0 1 2 1.74 Calculating Georgia's Economic Vitality Index Per Capita Incom 1 0 0 0 4 2 1 2 2 2 2 0 3 2 3 1 0 2 3 0 2 0 4 0 4 0 4 0 4 3 4 2 4 1 2 1 3 4 0 3 1 2 4 0 1 2 2 3 2 1 0 1 0 0 0 1 4 1 2 4 0 3 1 1 3 1 2 3 1 1 2 2 3 0 1 3 0 2 1 3 1.79 Average. Grade 0.83 0.50 0.17 0.67 2.83 1.83 2.67 1.83 3.50 3.00 2.00 2.67 3.17 2.00 1.17 2.17 0.33 2.00 1.83 0.67 2.33 1.67 3.67 1.00 2.50 0.83 2.67 2.00 3.50 2.67 3.17 2.33 3.17 2.50 2.67 1.67 2.50 2.00 0.67 1.50 0.50 2.17 2.83 1.67 0.50 2.00 1.33 2.67 2.00 0.33 1.00 0.33 1.83 1.67 0.83 1.50 2.50 1.33 2.33 2.83 1.00 2.00 1.00 0.67 2.50 1.67 1.50 3.17 1.83 0.50 0.83 1.33 1.50 1.67 1.67 1.33 1.50 0.67 2.00 2.50 1.89 D D F D B C B C A B C B B C D C F C C D C C A D B D B C A B B C B B B C B C D C D C B C D C D B C F D F C C D C B D C B D C D D B C C B C D D D C C C D C D C B C 11 Appendix II: U.S. Index County Grades & Averages County Appling County Atkinson County Bacon County Baker County Baldwin County Banks County Barrow County Bartow County Ben Hill County Berrien County Bibb County Bleckley County Brantley County Brooks County Bryan County Bulloch County Burke County Butts County Calhoun County Camden County Candler County Carroll County Catoosa County Charlton County Chatham County Chattahoochee County Chattooga County Cherokee County Clarke County Clay County Clayton County Clinch County Cobb County Coffee County Colquitt County Columbia County Cook County Coweta County Crawford County Crisp County Dade County Dawson County Decatur County DeKalb County Dodge County Dooly County Dougherty County Douglas County Early County Echols County Effingham County Elbert County Emanuel County Evans County Fannin County Fayette County Floyd County Forsyth County Franklin County Fulton County Gilmer County Glascock County Glynn County Gordon County Grady County Greene County Gwinnett County Habersham County Hall County Hancock County Haralson County Harris County Hart County Heard County Henry County Houston County Irwin County Jackson County Jasper County Employment Population Poverty Avg. Wkly. Wage Unemployment Per Capita Income Average. Grade 2009 4 1 2 4 1 3 2 1 1 1 2 4 1 1 3 3 4 1 1 2 1 2 1 1 4 4 1 3 3 1 3 1 4 1 2 4 1 4 1 1 1 4 1 3 1 3 2 1 2 4 4 1 1 1 1 1 1 4 1 1 1 3 2 1 1 4 1 2 4 3 3 2 1 4 4 3 1 2 1 2009 1 1 2 0 1 3 4 3 0 1 1 2 1 0 4 3 0 3 2 3 3 3 3 0 3 3 1 4 3 0 2 1 3 2 2 3 1 4 0 1 1 4 1 2 0 1 1 4 0 2 4 0 2 2 2 1 1 4 0 3 2 2 3 3 1 1 4 3 4 0 1 3 0 1 4 3 0 4 2 2009 2 1 2 1 3 4 4 4 1 2 2 3 3 2 4 1 1 4 0 4 1 3 4 1 4 1 3 4 0 1 4 2 4 1 2 4 2 4 3 0 3 4 1 4 2 1 1 4 0 1 4 3 1 1 3 4 3 4 3 3 3 3 4 3 2 3 4 3 4 0 3 4 3 3 4 4 2 4 4 2009 2 0 0 4 4 4 0 4 0 0 0 0 4 2 1 4 4 0 4 4 4 3 2 3 4 4 2 0 0 0 0 0 0 3 4 2 4 2 0 1 4 0 2 1 3 0 3 4 0 4 0 0 1 0 0 2 4 0 0 1 1 0 0 4 4 0 0 2 0 0 0 2 0 4 0 3 3 0 0 2009 1 0 1 1 0 4 1 0 0 0 1 1 1 2 4 2 0 0 0 2 2 1 3 1 3 0 0 3 3 1 0 0 2 0 2 4 0 2 1 0 1 2 0 1 1 1 0 1 1 4 3 0 0 2 1 3 1 3 0 1 2 0 3 0 2 0 2 2 2 0 0 4 0 0 2 3 0 1 0 2009 1 0 1 3 2 4 2 3 2 3 4 2 1 3 4 1 1 1 0 4 1 2 2 0 4 2 0 4 1 3 1 0 4 1 1 4 1 4 3 2 2 4 2 4 1 1 3 3 3 0 4 3 1 1 3 4 4 4 3 4 2 0 4 2 1 4 4 2 3 0 3 4 2 2 4 4 1 3 3 2009 1.83 0.50 1.33 2.17 1.83 3.67 2.17 2.50 0.67 1.17 1.67 2.00 1.83 1.67 3.33 2.33 1.67 1.50 1.17 3.17 2.00 2.33 2.50 1.00 3.67 2.33 1.17 3.00 1.67 1.00 1.67 0.67 2.83 1.33 2.17 3.50 1.50 3.33 1.33 0.83 2.00 3.00 1.17 2.50 1.33 1.17 1.67 2.83 1.00 2.50 3.17 1.17 1.00 1.17 1.67 2.50 2.33 3.17 1.17 2.17 1.83 1.33 2.67 2.17 1.83 2.00 2.50 2.33 2.83 0.50 1.67 3.17 1.00 2.33 3.00 3.33 1.17 2.33 1.67 2009 C D D C C A C B D D C C C C B C C C D B C C B D A C D B C D C D B D C A C B D D C B D B D D C B D B B D D D C B C B D C C D B C C C B C B D C B D C B B D C C Calculating Georgia's Economic Vitality Index 12 Appendix II: U.S. Index County Grades & Averages County Jeff Davis County Jefferson County Jenkins County Johnson County Jones County Lamar County Lanier County Laurens County Lee County Liberty County Lincoln County Long County Lowndes County Lumpkin County McDuffie County McIntosh County Macon County Madison County Marion County Meriwether County Miller County Mitchell County Monroe County Montgomery County Morgan County Murray County Muscogee County Newton County Oconee County Oglethorpe County Paulding County Peach County Pickens County Pierce County Pike County Polk County Pulaski County Putnam County Quitman County Rabun County Randolph County Richmond County Rockdale County Schley County Screven County Seminole County Spalding County Stephens County Stewart County Sumter County Talbot County Taliaferro County Tattnall County Taylor County Telfair County Terrell County Thomas County Tift County Toombs County Towns County Treutlen County Troup County Turner County Twiggs County Union County Upson County Walker County Walton County Ware County Warren County Washington County Wayne County Webster County Wheeler County White County Whitfield County Wilcox County Wilkes County Wilkinson County Worth County Georgia County Avg. Employment Population Poverty 1 1 1 1 3 3 4 1 3 4 3 4 4 2 1 1 1 1 1 2 1 2 4 2 1 1 2 3 1 3 4 4 4 1 4 2 1 1 1 1 1 4 1 1 1 3 1 3 4 1 4 1 3 4 1 2 1 1 3 1 4 2 1 1 3 1 1 1 1 1 1 1 1 1 1 1 3 1 2 3 2.03 2 0 0 2 2 3 4 2 3 2 0 4 3 3 1 1 0 2 0 0 1 0 3 0 3 0 0 4 4 3 4 4 3 3 3 2 1 2 1 1 0 1 3 4 0 1 2 1 0 0 0 0 3 0 0 0 2 2 2 2 2 2 0 0 3 0 1 4 1 0 1 2 0 2 2 2 2 0 1 0 1.74 2 1 1 1 4 3 2 2 4 3 3 2 2 4 3 3 1 3 2 3 2 1 4 1 4 3 3 4 4 4 4 2 4 3 4 2 2 4 1 3 2 2 4 3 2 1 3 3 1 1 2 0 1 1 0 1 2 1 1 4 1 3 1 2 3 3 3 4 2 1 2 2 3 0 3 2 1 2 3 3 2.47 Avg. Wkly. Wage 0 1 0 0 0 0 2 4 4 4 3 3 4 0 0 4 1 0 3 0 4 4 4 0 0 0 4 0 4 0 0 2 0 3 0 1 4 0 0 0 0 4 4 0 0 4 0 3 4 0 0 0 1 4 3 4 4 2 4 4 0 3 4 0 0 4 0 4 4 0 0 0 0 4 0 0 4 0 4 4 1.72 Unemployment 0 0 0 0 2 0 2 0 4 2 0 4 3 1 0 2 0 3 1 0 3 1 2 1 2 0 1 0 4 3 2 1 2 2 1 1 3 1 0 1 0 0 1 0 0 0 0 1 0 0 1 0 1 0 0 1 2 0 1 3 0 0 0 0 2 0 1 1 1 0 0 0 2 1 2 0 0 0 0 1 1.1 Calculating Georgia's Economic Vitality Index Per Capita Income 1 1 0 0 4 2 2 3 3 2 2 0 3 3 4 2 0 3 4 1 3 1 4 1 4 1 4 1 4 3 4 3 4 2 3 1 4 4 1 3 1 3 4 1 1 3 3 3 3 2 1 1 1 1 0 2 4 2 3 4 0 4 1 2 4 1 2 4 2 1 3 2 4 0 2 4 0 2 1 4 2.3 Average. Grade 1.00 0.67 0.33 0.67 2.50 1.83 2.67 2.00 3.50 2.83 1.83 2.83 3.17 2.17 1.50 2.17 0.50 2.00 1.83 1.00 2.33 1.50 3.50 0.83 2.33 0.83 2.33 2.00 3.50 2.67 3.00 2.67 2.83 2.33 2.50 1.50 2.50 2.00 0.67 1.50 0.67 2.33 2.83 1.50 0.67 2.00 1.50 2.33 2.00 0.67 1.33 0.33 1.67 1.67 0.67 1.67 2.50 1.33 2.33 3.00 1.17 2.33 1.17 0.83 2.50 1.50 1.33 3.00 1.83 0.50 1.17 1.17 1.67 1.33 1.67 1.50 1.67 0.83 1.83 2.50 1.89 D D F D B C B C A B C B B C C C D C C D C C A D C D C C A B B B B C B C B C D C D C B C D C C C C D D F C C D C B D C B D C D D B C D B C D D D C D C C C D C B C 13 Appendix III: Individual County Variable for 2009 County Appling Atkinson Bacon Baker Baldwin Banks Barrow Bartow Ben Hill Berrien Bibb Bleckley Brantley Brooks Bryan Bulloch Burke B tt Butts Calhoun Camden Candler Carroll Catoosa Charlton Chatham Chattahoochee Chattooga Cherokee Clarke Clay Clayton Clinch Cobb Coffee Colquitt Columbia Cook Coweta Crawford Crisp D d Dade Dawson Decatur DeKalb Dodge Dooly Dougherty Douglas Early Echols Effingham Elbert Emanuel Evans Fannin Fayette Floyd Forsyth Franklin Fulton Gilmer Glascock Glynn G d Gordon Grady Greene Gwinnett Habersham Hall Hancock Haralson Harris Hart Heard Henry Houston Irwin Jackson Jasper Employ. Growth Rate Avg. Pop. Growth Avg. Poverty Rate Avg. Wkly Wage Unempl. Avg. PCI Avg. 2009 0.77 -3.88 -1.87 -0.14 -4.07 0.61 -1.40 -3.40 -8.85 -7.73 -1.61 -0.75 -3.63 -3.33 0.12 0.06 -0.29 -3.57 3 57 -2.57 -2.02 -4.19 -1.65 -3.64 -3.58 -0.78 4.98 -6.06 -1.28 0.38 -4.58 -1.16 -2.16 -0.68 -4.95 -1.97 -0.26 -3.54 -0.18 -4.77 -4.33 -6.53 6 53 0.83 -3.01 0.24 -4.07 -1.25 -1.66 -2.62 -1.37 4.87 1.75 -2.19 2.19 -3.43 -2.27 -2.27 -2.23 -3.05 2.20 -5.18 -2.55 -3.93 0.33 -2.02 -5.86 5 86 -2.95 1.48 -2.28 -2.09 -0.69 -1.00 -1.19 -1.97 -4.47 5.69 1.13 0.58 -4.38 -1.98 -6.17 2009 0.62 0.75 0.82 -2.29 0.43 1.38 4.46 2.11 0.12 0.69 0.26 1.16 0.60 0.06 4.16 2.19 0.10 1 84 1.84 1.21 1.93 1.39 1.97 1.63 -0.12 1.78 2.30 0.58 3.47 1.42 -0.52 0.85 0.26 1.69 0.82 1.12 2.29 0.76 3.60 -1.00 0.45 0 23 0.23 2.87 0.54 0.92 0.11 0.35 0.30 2.99 -1.14 0.80 3.15 -0.50 0.50 0.91 1.13 1.06 0.62 0.45 5.61 0.16 2.37 1.02 1.14 1.51 1 52 1.52 0.76 0.55 2.66 2.19 2.99 -0.73 0.74 2.13 -0.08 0.43 3.35 1.91 -0.43 4.46 1.28 2009 22.8 26.1 22.3 29.2 21.2 16.2 12.2 14.9 26.0 23.0 21.8 20.2 19.9 22.3 12.1 26.1 26.9 16 1 16.1 33.5 15.2 25.2 17.4 13.1 25.8 16.3 26.5 19.9 8.3 36.3 31.5 16.4 25.0 11.4 25.9 22.0 6.8 22.0 10.1 20.2 31.8 18 3 18.3 11.9 25.2 17.0 23.4 30.1 28.0 12.3 35.9 27.2 10.9 20.8 26.5 27.9 18.8 5.5 19.8 6.6 20.0 17.6 20.5 18.5 16.8 17 7 17.7 23.8 19.9 13.7 17.7 15.1 31.6 19.2 8.8 19.7 20.4 7.6 13.7 23.3 14.3 15.5 2009 2.47 1.14 2.14 5.04 3.22 3.49 1.25 3.09 -1.26 2.02 1.76 -7.47 3.32 2.54 2.28 3.17 3.66 2 05 2.05 5.34 3.75 3.52 2.82 2.59 2.85 2.96 4.19 2.54 1.44 2.13 0.00 2.05 1.56 1.95 2.85 3.40 2.57 3.78 2.44 1.41 2.32 4 58 4.58 0.41 2.58 2.25 2.76 0.74 2.90 2.92 -0.92 4.65 1.36 1.16 2.39 1.38 1.75 2.55 3.13 1.84 1.02 2.28 2.22 1.86 1.88 3 01 3.01 3.20 1.83 0.36 2.59 1.67 2.06 2.03 2.64 1.84 15.97 1.85 2.88 2.78 1.04 0.38 2009 7.47 9.60 6.80 6.93 8.63 5.07 7.03 8.03 11.13 8.13 7.17 7.50 7.27 6.20 5.40 6.60 9.43 8 23 8.23 8.67 6.17 6.70 7.47 5.73 7.47 6.10 12.20 9.70 5.90 5.53 7.13 8.37 7.87 6.23 9.87 6.53 5.17 8.70 6.50 6.90 8.57 6 80 6.80 6.53 8.77 7.07 7.47 7.30 7.73 7.30 7.60 4.83 5.47 8.77 7.77 6.47 6.83 5.80 7.23 5.43 7.90 7.13 6.60 7.77 5.70 8 33 8.33 6.57 7.83 6.20 6.57 6.13 13.67 7.77 5.20 9.60 8.57 6.73 5.43 10.37 7.17 8.53 2009 $25,288 $21,431 $24,503 $29,870 $27,085 $31,449 $27,841 $29,751 $25,923 $29,409 $34,984 $27,230 $24,864 $28,057 $35,843 $24,152 $24,811 $25 412 $25,412 $22,549 $30,192 $24,625 $27,944 $27,977 $21,494 $40,479 $26,308 $21,966 $35,005 $25,654 $28,167 $24,569 $22,546 $44,598 $24,793 $25,713 $41,877 $24,203 $32,065 $28,816 $26,433 $26 584 $26,584 $33,030 $26,446 $37,863 $24,547 $24,488 $28,376 $29,670 $29,923 $21,075 $31,205 $28,180 $24,341 $25,594 $28,202 $44,740 $31,736 $38,357 $28,290 $53,071 $27,409 $23,613 $39,171 $26 736 $26,736 $25,796 $35,985 $33,381 $27,412 $29,955 $20,118 $28,522 $43,837 $26,247 $26,186 $30,342 $32,832 $23,870 $28,217 $28,155 Calculating Georgia's Economic Vitality Index 14 Appendix III: Individual County Variable for 2009 County Jeff Davis Jefferson Jenkins Johnson Jones Lamar Lanier Laurens Lee Liberty Lincoln Long Lowndes Lumpkin McDuffie McIntosh Macon Madison Marion Meriwether Miller Mitchell Monroe Montgomery Morgan Murray Muscogee Newton Oconee Oglethorpe Paulding Peach Pickens Pierce Pike Polk Pulaski Putnam Quitman Rabun Randolph Richmond Rockdale Schley Screven Seminole Spalding Stephens Stewart Sumter Talbot Taliaferro Tattnall Taylor Telfair Terrell Thomas Tift Toombs Towns Treutlen Troup Turner Twiggs Union Upson Walker Walton Ware Warren Washington Wayne Webster Wheeler White Whitfield Wilcox Wilkes Wilkinson Worth SE Average US Average Employ. Growth Rate Avg. -3.91 -3.96 -17.67 -4.50 -0.81 -0.83 -0.28 -3.01 0.08 3.17 -1.14 3.80 -0.08 -1.78 -4.74 -4.03 -3.87 -3.57 -2.73 2 73 -2.04 -2.34 -2.02 -0.52 -1.71 -2.31 -5.39 -1.65 -1.23 -2.95 0.28 0.90 2.79 -0.68 -2.22 2.04 -1.55 -2.74 -2.92 -2.26 -4.23 -3.94 -0.37 0 37 -3.51 -2.41 -3.08 0.25 -3.72 -0.96 7.68 -4.16 2.93 -3.62 0.59 -0.19 -5.98 -1.60 -4.57 -3.38 -0.90 -3.31 3.29 -2.01 -7.05 -7.17 0 31 0.31 -2.45 -3.36 -2.22 -2.35 -3.71 -4.13 -2.48 -3.97 -2.47 -3.32 -5.67 0.19 -4.87 -1.51 -0.85 -1.67 -1.20 Pop. Growth Avg. Poverty Rate Avg. Wkly Wage Unempl. Avg. PCI Avg. 1.18 -0.07 -0.63 1.25 1.00 1.79 3.15 0.80 2.26 1.06 -0.68 3.10 2.06 2.01 0.46 0.77 -0.33 0.94 -0.38 0 38 -0.28 0.52 0.15 1.49 -0.30 1.82 -0.03 -0.18 3.32 3.05 1.54 4.45 2.69 2.27 2.19 2.20 1.09 0.46 1.00 0.23 0.57 -0.75 0 44 0.44 2.04 2.84 0.07 0.17 1.31 0.72 -0.85 -0.43 -1.05 -0.89 2.15 -0.09 -0.97 -0.35 1.05 1.15 0.81 1.10 1.03 1.05 -0.54 -0.59 1 42 1.42 0.15 0.55 3.27 0.35 -0.99 0.58 0.97 -0.58 0.88 1.14 0.86 0.93 -0.12 0.19 -0.40 1.24 0.93 23.8 26.5 28.7 31.0 13.3 18.8 21.3 22.4 10.0 17.3 20.9 23.0 23.6 16.5 20.2 21.2 28.1 18.3 24 7 24.7 20.0 23.6 26.1 13.0 25.3 15.5 20.6 17.5 12.8 8.4 15.8 7.2 22.5 12.0 20.2 12.1 22.5 23.2 16.9 26.0 17.2 24.8 22 6 22.6 13.2 18.2 23.6 27.2 20.4 21.0 26.4 29.8 24.9 31.6 27.6 26.9 33.7 30.2 24.2 27.3 28.8 16.6 31.3 21.2 27.7 23.1 17 7 17.7 19.8 17.4 12.5 25.0 27.4 24.6 23.5 19.0 40.8 17.7 23.1 30.2 23.2 20.9 20.5 17.3 14.3 0.79 2.29 1.58 2.07 1.84 0.88 2.57 3.17 4.07 3.23 2.91 2.83 3.42 2.09 2.03 4.76 2.21 0.54 2 79 2.79 1.22 3.33 3.36 3.44 -1.84 0.91 2.16 3.65 1.27 4.01 1.18 1.71 2.46 1.42 2.84 1.67 2.23 3.59 0.04 2.02 -0.20 2.00 3 20 3.20 3.48 1.47 1.88 3.88 1.61 2.66 8.43 1.97 -1.00 2.03 2.37 3.21 2.87 4.19 3.70 2.45 4.71 4.68 1.94 2.80 4.08 -1.79 1 65 1.65 3.95 0.22 3.02 4.06 1.00 1.74 2.14 0.91 3.03 1.26 1.91 3.40 1.40 3.79 3.44 2.50 2.40 10.13 10.47 14.70 8.80 6.20 8.67 6.20 7.80 5.13 6.57 7.93 4.90 5.93 7.60 8.53 6.70 9.40 5.87 6 97 6.97 9.37 6.00 7.33 6.27 7.00 6.77 8.30 6.87 8.33 4.43 5.87 6.70 7.63 6.77 6.23 7.27 7.20 5.70 7.43 8.60 7.53 9.07 7 83 7.83 7.67 8.43 8.93 7.87 9.43 7.23 8.27 9.27 7.53 10.23 6.80 8.43 10.83 7.67 6.37 7.77 7.30 6.10 8.57 8.90 9.60 7.87 6 30 6.30 9.23 7.33 7.13 7.43 11.97 9.07 8.30 6.57 7.30 6.30 8.30 8.70 8.97 7.83 7.40 7.10 6.57 $25,439 $25,049 $23,123 $20,792 $31,939 $27,980 $26,287 $29,288 $29,446 $27,441 $27,402 $23,065 $29,665 $28,499 $30,875 $26,541 $23,384 $29,314 $30 692 $30,692 $24,991 $29,437 $24,712 $36,331 $24,620 $34,136 $24,863 $37,898 $24,905 $45,920 $29,885 $32,816 $28,868 $33,742 $26,141 $29,565 $25,185 $30,418 $34,151 $23,964 $29,771 $25,275 $29 435 $29,435 $32,477 $24,908 $25,187 $28,739 $28,135 $29,659 $28,944 $27,307 $25,058 $25,250 $24,621 $24,746 $20,257 $26,799 $32,732 $27,132 $28,491 $33,745 $22,143 $30,105 $25,262 $25,893 $30 253 $30,253 $25,570 $27,566 $30,824 $26,200 $25,240 $28,967 $27,366 $30,510 $18,609 $26,775 $30,364 $23,609 $27,791 $25,579 $30,159 $34,308 $39,923 Calculating Georgia's Economic Vitality Index 15 Appendix IV: 1980 Southeast Index County Grades & Averages County Appling County Atkinson County Bacon County Baker County Baldwin County Banks County Barrow County Bartow County Ben Hill County Berrien County Bibb County Bleckley County Brantley County Brooks County Bryan County Bulloch County Burke County B tt County Butts C t Calhoun County Camden County Candler County Carroll County Catoosa County Charlton County Chatham County Chattahoochee County Chattooga County Cherokee County Clarke County Clay County Clayton County Clinch County Cobb County Coffee County Colquitt County Columbia County Cook County Coweta County Crawford County Crisp County D d C Dade County t Dawson County Decatur County DeKalb County Dodge County Dooly County Dougherty County Douglas County Early County Echols County Effingham County Elbert County Emanuel County Evans County Fannin County Fayette County Floyd County Forsyth County Franklin County Fulton County Gilmer County Glascock County Glynn County G d C Gordon County t Grady County Greene County Gwinnett County Habersham County Hall County Hancock County Haralson County Harris County Hart County Heard County Henry County Houston County Irwin County Jackson County Jasper County Employment Population Poverty Avg. Wkly. Wage Unemployment Per Capita Incom Average. Grade 1980 0 3 1 2 3 1 3 2 3 3 1 1 4 2 4 4 4 2 0 4 0 2 4 0 1 1 1 4 2 0 4 3 4 3 2 4 0 2 2 0 2 4 0 4 2 0 3 4 2 4 0 2 1 0 0 4 1 4 1 3 3 1 3 3 3 3 4 3 4 0 2 0 0 0 4 1 0 3 1 1980 0 1 0 0 0 3 3 2 3 1 0 1 4 3 4 3 0 2 0 4 3 1 4 1 1 4 0 4 3 0 3 1 4 2 2 4 2 3 4 0 2 4 2 0 0 0 2 4 1 3 4 1 1 1 1 4 0 4 1 2 0 4 3 3 1 1 4 1 3 0 2 3 2 3 4 3 2 2 0 1980 0 0 1 1 3 4 3 4 1 2 2 3 2 0 2 2 0 3 0 1 0 3 4 2 3 4 3 4 2 0 4 1 4 1 2 4 2 3 2 0 3 2 1 4 1 0 2 4 0 1 3 2 1 1 1 4 4 4 2 2 2 2 3 4 1 1 4 4 4 0 3 3 3 3 4 4 1 4 2 1980 0 1 0 0 2 1 2 0 4 4 3 3 0 1 4 2 4 1 0 1 0 1 0 2 2 0 0 2 2 4 3 2 3 1 2 4 1 2 2 3 3 1 3 1 3 3 4 2 4 3 0 3 3 0 2 1 1 2 2 1 0 0 1 2 3 3 3 0 2 4 1 0 2 0 2 0 0 2 1 1980 0 0 2 3 4 3 1 1 2 3 2 4 0 4 1 4 0 0 1 3 4 1 4 2 2 0 0 4 4 2 3 3 4 0 2 4 2 3 1 1 3 1 3 4 2 1 0 4 3 3 4 0 0 4 0 4 1 4 1 2 0 0 4 0 4 3 4 2 2 1 1 4 1 2 4 4 3 3 3 1980 1 0 1 1 3 1 3 3 2 1 4 2 1 0 2 1 2 2 0 4 0 3 3 2 4 0 2 4 4 0 4 0 4 1 2 4 1 4 3 1 2 3 1 4 1 0 4 4 0 0 3 3 0 2 1 4 4 4 2 4 2 4 4 2 1 0 4 2 4 0 4 4 2 2 4 4 0 2 3 1980 0.17 0.83 0.83 1.17 2.50 2.17 2.50 2.00 2.50 2.33 2.00 2.33 1.83 1.67 2.83 2.67 1.67 1 67 1.67 0.17 2.83 1.17 1.83 3.17 1.50 2.17 1.50 1.00 3.67 2.83 1.00 3.50 1.67 3.83 1.33 2.00 4.00 1.33 2.83 2.33 0.83 2 50 2.50 2.50 1.67 2.83 1.50 0.67 2.50 3.67 1.67 2.33 2.33 1.83 1.00 1.33 0.83 3.50 1.83 3.67 1.50 2.33 1.17 1.83 3.00 2 33 2.33 2.17 1.83 3.83 2.00 3.17 0.83 2.17 2.33 1.67 1.67 3.67 2.67 1.00 2.67 1.67 1980 F D D D B C B C B C C C C C B B C C F B D C B C C C D A B D A C A D C A D B C D B B C B C D B A C C C C D D D A C A C C D C B C C C A C B D C C C C A B D B C Calculating Georgia's Economic Vitality Index 16 Appendix IV: 1980 Southeast Index County Grades & Averages County Jeff Davis County Jefferson County Jenkins County Johnson County Jones County Lamar County Lanier Countyy Laurens County Lee County Liberty County Lincoln County Long County Lowndes County Lumpkin County McDuffie County McIntosh County Macon County Madison County Marion County Meriwether County Miller County Mitchell County Monroe County Montgomery County Morgan County Murray County Muscogee County Newton County Oconee County Oglethorpe County Paulding County Peach County Pickens County Pierce County Pike County Polk County Pulaski County Putnam County Quitman County Rabun County Randolph County Richmond County Rockdale County Schley County Screven County Seminole County Spalding County Stephens County Stewart County Sumter County Talbot County Taliaferro County Tattnall County Taylor County Telfair County Terrell County Thomas County Tift County Toombs County Towns County Treutlen County Troup County Turner County Twiggs County Union County Upson County Walker County Walton County Ware County Warren County Washington County Wayne County Webster County Wheeler County White County Whitfield County Wilcox County Wilkes County Wilkinson County Worth County Georgia County Avg. Employment Population Poverty 2 2 0 0 0 2 1 3 4 4 2 2 1 3 1 4 4 1 0 0 1 2 4 2 3 4 1 4 3 1 4 1 2 1 3 1 0 4 0 2 1 2 4 3 3 1 2 1 0 4 0 2 1 0 3 0 2 2 1 3 2 1 3 0 4 2 0 3 1 0 3 3 1 0 2 2 1 3 3 3 2 0 2 3 1 3 2 3 2 4 4 0 4 1 3 3 0 4 4 0 1 3 3 4 0 3 4 1 2 4 2 4 3 2 1 3 0 2 4 2 4 1 3 4 3 2 2 2 0 0 2 0 0 0 0 1 0 1 1 1 4 0 3 2 3 4 2 1 1 0 3 1 2 1 2 3 2 1 2 2 1 2 3 0 0 1 4 3 0 2 3 2 3 1 2 3 2 0 0 3 0 2 1 0 3 1 2 4 3 4 4 2 4 1 3 1 4 3 1 2 0 3 0 3 4 1 0 1 3 4 0 1 2 0 0 0 1 0 2 1 1 1 0 3 0 2 1 4 4 3 2 0 1 2 0 0 3 4 0 2 3 1 2 Avg. Wkly. Wage 4 3 4 4 4 0 1 4 0 0 3 3 3 1 3 1 4 4 1 4 1 1 4 1 4 1 1 2 1 2 2 4 1 1 0 2 3 4 3 4 0 0 4 1 3 3 1 0 3 4 4 0 2 4 4 0 2 3 1 2 2 2 4 3 0 0 2 2 3 0 3 4 4 3 1 0 2 3 4 3 2 Unemployment 2 0 1 3 4 2 4 1 3 1 1 2 3 3 0 1 0 3 1 1 4 0 2 3 1 1 2 2 4 3 3 2 0 1 2 0 3 3 0 2 2 2 4 0 2 4 3 0 0 1 3 0 4 0 0 0 3 2 2 4 1 2 0 1 3 3 0 2 1 0 2 1 1 3 2 2 1 3 4 1 2 Calculating Georgia's Economic Vitality Index Per Capita Incom 3 1 0 1 3 3 1 3 3 1 1 0 3 2 3 0 0 2 0 1 1 1 3 1 3 2 4 3 4 1 3 4 3 1 3 3 2 3 0 1 0 4 4 2 1 1 4 2 0 2 0 2 0 2 0 0 3 2 2 0 0 3 0 0 0 3 3 3 2 1 3 2 1 1 2 4 0 2 3 1 2 Average. Grade 2.33 1.33 1.33 1.67 3.00 2.00 1.67 2.50 2.83 2.00 1.67 2.00 2.17 2.50 2.00 1.00 2.00 2.83 0 33 0.33 1.50 1.83 1.17 3.33 1.33 2.67 2.67 2.00 2.83 3.33 1.83 3.33 2.50 1.83 1.00 2.50 1.50 1.83 3.33 0.83 2.67 0.67 2 33 2.33 4.00 1.67 1.83 2.00 2.50 1.17 0.50 2.33 1.50 0.67 1.17 1.00 1.50 0.00 2.17 1.83 1.33 2.33 0.83 2.33 1.50 1.50 2 00 2.00 2.33 1.67 2.33 1.50 0.67 2.17 2.33 1.33 1.50 2.17 2.33 0.83 2.50 3.17 1.67 2 C D D C B C C B B C C C C B C D C B F C C D B D B B C B B C B B C D B C C B D B D C A C C C B D D C C D D D C F C C D C D C C C C C C C C D C C D C C C D B B C C 17 Appendix V: 1980 U.S. Index County Grades & Averages County Appling County Atkinson County Bacon County Baker County Baldwin County Banks County Barrow County Bartow County Ben Hill County Berrien County Bibb County Bleckley County Brantley County Brooks County Bryan County Bulloch County Burke County B tt County Butts C t Calhoun County Camden County Candler County Carroll County Catoosa County Charlton County Chatham County Chattahoochee County Chattooga County Cherokee County Clarke County Clay County Clayton County Clinch County Cobb County Coffee County Colquitt County Columbia County Cook County Coweta County Crawford County Crisp County D d C Dade County t Dawson County Decatur County DeKalb County Dodge County Dooly County Dougherty County Douglas County Early County Echols County Effingham County Elbert County Emanuel County Evans County Fannin County Fayette County Floyd County Forsyth County Franklin County Fulton County Gilmer County Glascock County Glynn County G d C Gordon County t Grady County Greene County Gwinnett County Habersham County Hall County Hancock County Haralson County Harris County Hart County Heard County Henry County Houston County Irwin County Jackson County Jasper County Employment Population Poverty Avg. Wkly. Wage Unemployment Per Capita Incom Average. Grade 1980 0 3 1 2 3 1 3 2 3 3 1 1 4 2 4 4 4 2 0 4 0 2 4 0 1 1 1 4 2 0 4 3 4 3 2 4 0 2 2 0 2 4 0 4 2 0 3 4 2 4 0 2 1 0 0 4 1 4 1 3 3 1 3 3 3 3 4 3 4 0 2 0 0 0 4 1 0 3 1 1980 0 1 0 0 0 3 3 2 3 1 0 1 4 3 4 3 0 2 0 4 3 1 4 1 1 4 0 4 3 0 3 1 4 2 2 4 2 3 4 0 2 4 2 0 0 0 2 4 1 3 4 1 1 1 1 4 0 4 1 2 0 4 3 3 1 1 4 1 3 0 2 3 2 3 4 3 2 2 0 1980 0 0 1 1 3 4 3 4 1 2 2 3 2 0 2 2 0 3 0 1 0 3 4 2 3 4 3 4 2 0 4 1 4 1 2 4 2 3 2 0 3 2 1 4 1 0 2 4 0 1 3 2 1 1 1 4 4 4 2 2 2 2 3 4 1 1 4 4 4 0 3 3 3 3 4 4 1 4 2 1980 0 1 0 0 2 1 2 0 4 4 3 3 0 1 4 2 4 1 0 1 0 1 0 2 2 0 0 2 2 4 3 2 3 1 2 4 1 2 2 3 3 1 3 1 3 3 4 2 4 3 0 3 3 0 2 1 1 2 2 1 0 0 1 2 3 3 3 0 2 4 1 0 2 0 2 0 0 2 1 1980 0 0 2 3 4 3 1 1 2 3 2 4 0 4 1 4 0 0 1 3 4 1 4 2 2 0 0 4 4 2 3 3 4 0 2 4 2 3 1 1 3 1 3 4 2 1 0 4 3 3 4 0 0 4 0 4 1 4 1 2 0 0 4 0 4 3 4 2 2 1 1 4 1 2 4 4 3 3 3 1980 1 0 1 1 3 1 3 3 2 1 4 2 1 0 2 1 2 2 0 4 0 3 3 2 4 0 2 4 4 0 4 0 4 1 2 4 1 4 3 1 2 3 1 4 1 0 4 4 0 0 3 3 0 2 1 4 4 4 2 4 2 4 4 2 1 0 4 2 4 0 4 4 2 2 4 4 0 2 3 1980 0.17 0.83 0.83 1.17 2.50 2.17 2.50 2.00 2.50 2.33 2.00 2.33 1.83 1.67 2.83 2.67 1.67 1 67 1.67 0.17 2.83 1.17 1.83 3.17 1.50 2.17 1.50 1.00 3.67 2.83 1.00 3.50 1.67 3.83 1.33 2.00 4.00 1.33 2.83 2.33 0.83 2 50 2.50 2.50 1.67 2.83 1.50 0.67 2.50 3.67 1.67 2.33 2.33 1.83 1.00 1.33 0.83 3.50 1.83 3.67 1.50 2.33 1.17 1.83 3.00 2 33 2.33 2.17 1.83 3.83 2.00 3.17 0.83 2.17 2.33 1.67 1.67 3.67 2.67 1.00 2.67 1.67 1980 F D D D B C B C B C C C C C B B C C F B D C B C C C D A B D A C A D C A D B C D B B C B C D B A C C C C D D D A C A C C D C B C C C A C B D C C C C A B D B C Calculating Georgia's Economic Vitality Index 18 Appendix V: 1980 U.S. Index County Grades & Averages County Jeff Davis County Jefferson County Jenkins County Johnson County Jones County Lamar County Lanier Countyy Laurens County Lee County Liberty County Lincoln County Long County Lowndes County Lumpkin County McDuffie County McIntosh County Macon County Madison County Marion County Meriwether County Miller County Mitchell County Monroe County Montgomery County Morgan County Murray County Muscogee County Newton County Oconee County Oglethorpe County Paulding County Peach County Pickens County Pierce County Pike County Polk County Pulaski County Putnam County Quitman County Rabun County Randolph County Richmond County Rockdale County Schley County Screven County Seminole County Spalding County Stephens County Stewart County Sumter County Talbot County Taliaferro County Tattnall County Taylor County Telfair County Terrell County Thomas County Tift County Toombs County Towns County Treutlen County Troup County Turner County Twiggs County Union County Upson County Walker County Walton County Ware County Warren County Washington County Wayne County Webster County Wheeler County White County Whitfield County Wilcox County Wilkes County Wilkinson County Worth County Georgia County Avg. Employment Population Poverty 2 2 0 0 0 2 1 3 4 4 2 2 1 3 1 4 4 1 0 0 1 2 4 2 3 4 1 4 3 1 4 1 2 1 3 1 0 4 0 2 1 2 4 3 3 1 2 1 0 4 0 2 1 0 3 0 2 2 1 3 2 1 3 0 4 2 0 3 1 0 3 3 1 0 2 2 1 3 3 3 2 0 2 3 1 3 2 3 2 4 4 0 4 1 3 3 0 4 4 0 1 3 3 4 0 3 4 1 2 4 2 4 3 2 1 3 0 2 4 2 4 1 3 4 3 2 2 2 0 0 2 0 0 0 0 1 0 1 1 1 4 0 3 2 3 4 2 1 1 0 3 1 2 1 2 3 2 1 2 2 1 2 3 0 0 1 4 3 0 2 3 2 3 1 2 3 2 0 0 3 0 2 1 0 3 1 2 4 3 4 4 2 4 1 3 1 4 3 1 2 0 3 0 3 4 1 0 1 3 4 0 1 2 0 0 0 1 0 2 1 1 1 0 3 0 2 1 4 4 3 2 0 1 2 0 0 3 4 0 2 3 1 2 Avg. Wkly. Wage 4 3 4 4 4 0 1 4 0 0 3 3 3 1 3 1 4 4 1 4 1 1 4 1 4 1 1 2 1 2 2 4 1 1 0 2 3 4 3 4 0 0 4 1 3 3 1 0 3 4 4 0 2 4 4 0 2 3 1 2 2 2 4 3 0 0 2 2 3 0 3 4 4 3 1 0 2 3 4 3 2 Unemployment 2 0 1 3 4 2 4 1 3 1 1 2 3 3 0 1 0 3 1 1 4 0 2 3 1 1 2 2 4 3 3 2 0 1 2 0 3 3 0 2 2 2 4 0 2 4 3 0 0 1 3 0 4 0 0 0 3 2 2 4 1 2 0 1 3 3 0 2 1 0 2 1 1 3 2 2 1 3 4 1 2 Calculating Georgia's Economic Vitality Index Per Capita Incom 3 1 0 1 3 3 1 3 3 1 1 0 3 2 3 0 0 2 0 1 1 1 3 1 3 2 4 3 4 1 3 4 3 1 3 3 2 3 0 1 0 4 4 2 1 1 4 2 0 2 0 2 0 2 0 0 3 2 2 0 0 3 0 0 0 3 3 3 2 1 3 2 1 1 2 4 0 2 3 1 2 Average. Grade 2.33 1.33 1.33 1.67 3.00 2.00 1.67 2.50 2.83 2.00 1.67 2.00 2.17 2.50 2.00 1.00 2.00 2.83 0 33 0.33 1.50 1.83 1.17 3.33 1.33 2.67 2.67 2.00 2.83 3.33 1.83 3.33 2.50 1.83 1.00 2.50 1.50 1.83 3.33 0.83 2.67 0.67 2 33 2.33 4.00 1.67 1.83 2.00 2.50 1.17 0.50 2.33 1.50 0.67 1.17 1.00 1.50 0.00 2.17 1.83 1.33 2.33 0.83 2.33 1.50 1.50 2 00 2.00 2.33 1.67 2.33 1.50 0.67 2.17 2.33 1.33 1.50 2.17 2.33 0.83 2.50 3.17 1.67 2 C D D C B C C B B C C C C B C D C B F C C D B D B B C B B C B B C D B C C B D B D C A C C C B D D C C D D D C F C C D C D C C C C C C C C D C C D C C C D B B C C 19 Appendix VI: Individual County Variable for 1980 County Appling Atkinson Bacon Baker Baldwin Banks Barrow Bartow Ben Hill Berrien Bibb Bleckley Brantley Brooks Bryan Bulloch Burke Butts Calhoun Camden Candler Carroll Catoosa Charlton Chatham Chattahoochee Chattooga Cherokee Clarke Clay Clayton Clinch Cobb Coffee Colquitt Columbia Cook Coweta Crawford Crisp Dade Dawson Decatur DeKalb Dodge Dooly Dougherty Douglas Early Echols Effingham Elbert Emanuel Evans Fannin Fayette Floyd Forsyth Franklin Fulton Gilmer Glascock Glynn Gordon Grady Greene Gwinnett Habersham Hall Hancock Haralson Harris Hart Heard Henry Houston Irwin Jackson Jasper Employ. Growth Rate Avg. Pop. Growth Avg. Poverty Rate Avg. Wkly Wage Unempl. Avg. PCI Avg. 1980 -0.60 2.97 0.38 2.05 3.70 1.07 4.25 2.46 3.13 2.64 0.86 0.16 5.18 1.87 8.71 5.02 6.31 1.70 -0.50 21.43 -1.64 2.24 4.94 -0.82 1.52 0.53 0.21 4.78 1.65 -1.66 7.67 3.21 8.40 2.64 2.32 10.86 -0.59 2.06 1.66 -0.70 2.11 10.16 0.00 7.05 1.63 -0.33 3.39 6.33 2.62 6.80 -1.55 2.63 1.16 -1.42 -0.37 10.61 0.48 4.55 1.60 3.01 3.15 0.10 3.29 3.22 2.68 3.06 13.79 3.27 4.38 -1.62 2.11 -2.16 -0.28 -16.63 4.71 0.88 -0.49 3.14 0.67 1980 0.16 0.23 -0.06 0.09 -0.09 2.42 2.21 1.40 2.40 0.57 -0.10 0.21 6.62 1.98 4.97 1.82 0.09 1.43 -2.14 6.26 1.46 0.81 3.26 0.69 0.47 11.20 -0.96 5.29 1.48 -0.44 2.24 0.82 3.85 1.27 1.04 5.50 1.24 2.19 3.16 0.16 1.45 2.76 0.93 -0.32 -0.08 -0.83 1.26 4.09 0.66 1.60 3.57 0.83 0.32 0.55 0.34 11.60 -0.29 4.65 0.41 1.34 0.05 2.76 1.49 1.69 0.24 0.27 7.20 0.30 2.04 -0.12 0.98 2.41 0.89 2.25 6.10 1.64 1.10 1.00 -0.94 1979 29.0 31.3 23.1 27.4 16.4 11.6 16.8 12.9 24.6 20.2 19.5 18.3 18.6 32.2 20.0 21.8 28.5 16.5 29.2 21.8 28.9 15.7 11.3 21.3 18.4 11.8 16.4 10.7 20.7 40.7 8.0 26.4 6.3 24.0 19.5 10.9 19.1 16.7 18.5 28.6 17.3 19.1 23.7 9.7 27.4 34.0 20.8 7.9 31.1 25.6 16.9 19.7 26.5 25.4 23.1 5.3 12.4 10.7 19.8 21.2 20.4 20.7 16.1 12.9 25.8 26.6 5.6 14.7 10.9 39.3 15.2 17.2 16.6 16.8 10.5 11.2 24.7 14.1 20.4 1980 6.92 8.41 5.91 6.55 9.14 8.02 9.20 7.01 12.70 10.41 9.77 9.30 7.07 8.29 14.85 8.59 16.68 8.02 7.17 8.33 7.55 7.70 6.76 8.44 9.16 5.88 6.99 8.45 8.90 10.26 9.53 8.89 10.20 7.99 9.23 12.41 7.97 9.16 8.82 9.49 9.72 8.18 9.34 8.10 9.79 9.37 10.57 8.44 10.27 9.49 7.24 10.11 9.43 6.19 8.61 8.31 8.31 8.90 8.77 7.81 7.28 1.26 8.04 8.56 9.50 9.54 9.46 7.63 9.27 10.58 8.14 6.79 8.51 -1.54 8.98 4.10 6.55 8.82 8.00 1980 7.73 7.57 6.43 5.60 5.03 5.43 7.27 7.30 6.23 5.33 6.30 4.80 7.43 4.40 6.53 4.93 10.70 7.57 6.70 5.47 4.83 6.53 5.13 6.43 6.10 13.47 9.03 5.20 5.20 6.10 5.37 5.70 4.43 7.87 6.10 4.23 6.20 5.67 6.93 7.40 5.83 6.87 5.67 5.07 6.53 6.57 7.67 4.47 5.50 5.87 4.90 7.67 7.57 4.97 8.57 3.27 7.20 4.90 7.20 6.47 7.50 7.77 5.17 7.77 5.10 5.70 4.93 6.27 5.93 7.27 6.73 5.00 6.70 6.20 4.97 5.07 5.37 5.50 5.60 1980 $5,735 $5,003 $5,493 $5,445 $6,537 $5,775 $6,784 $6,843 $5,946 $5,674 $7,581 $6,173 $5,822 $4,684 $6,322 $5,713 $6,043 $6,382 $5,031 $7,440 $5,393 $6,829 $6,747 $6,202 $8,266 $5,102 $6,106 $7,535 $7,105 $3,717 $8,277 $5,415 $9,926 $5,562 $6,340 $7,649 $5,490 $7,615 $6,631 $5,780 $6,005 $6,581 $5,871 $9,715 $5,815 $5,137 $6,893 $7,440 $5,381 $4,975 $6,783 $6,595 $5,277 $5,969 $5,481 $10,368 $7,384 $8,009 $6,015 $10,160 $6,126 $7,580 $7,955 $6,189 $5,438 $5,277 $9,506 $6,069 $7,478 $4,814 $6,950 $7,113 $6,241 $6,229 $8,247 $7,304 $5,257 $6,163 $6,702 Calculating Georgia's Economic Vitality Index 20 Appendix VI: Individual County Variable for 1980 County Jeff Davis Jefferson Jenkins Johnson Jones Lamar Lanier Laurens Lee Liberty Lincoln Long Lowndes Lumpkin McDuffie McIntosh Macon Madison Marion Meriwether Miller Mitchell Monroe Montgomery Morgan Murray Muscogee Newton Oconee Oglethorpe Paulding Peach Pickens Pierce Pike Polk Pulaski Putnam Quitman Rabun Randolph Richmond Rockdale Schley Screven Seminole Spalding Stephens Stewart Sumter Talbot Taliaferro Tattnall Taylor Telfair Terrell Thomas Tift Toombs Towns Treutlen Troup Turner Twiggs Union Upson Walker Walton Ware Warren Washington Wayne Webster Wheeler White Whitfield Wilcox Wilkes Wilkinson Worth SE Average US Average Employ. Growth Rate Avg. 1.67 1.98 -0.19 -0.02 -1.75 2.14 1.10 3.31 5.33 6.57 2.61 2.06 1.00 3.21 0.12 6.75 11.55 0.60 -0.36 -0.04 1.00 2.38 10.55 1.89 4.31 5.95 0.09 4.46 3.49 1.25 5.72 0.10 1.79 0.72 4.35 1.55 -1.64 6.96 -6.69 2.24 0.58 2.35 10.07 3.11 3.69 1.37 2.04 0.87 -1.59 6.47 -0.36 2.55 1.37 -1.58 3.01 -2.24 1.90 2.08 1.40 3.10 2.03 1.03 4.11 -0.12 4.47 1.69 -5.34 2.68 1.58 -6.07 2.89 3.66 1.44 -0.44 2.25 1.66 0.96 4.13 4.33 3.85 2.84 2.87 Pop. Growth Avg. Poverty Rate Avg. Wkly Wage Unempl. Avg. PCI Avg. -0.36 1.12 2.13 0.24 2.28 1.45 1.56 0.92 3.63 8.37 -0.40 3.34 0.63 1.51 2.15 -1.37 3.05 2.78 -2.96 0.53 2.17 2.00 2.67 -0.41 2.02 3.22 0.26 0.95 4.47 1.27 2.85 1.72 1.33 0.85 2.52 0.09 0.95 3.09 0.85 2.93 0.35 2.23 4.67 2.42 1.08 0.97 1.36 0.09 -0.58 1.23 -1.29 -2.59 -0.29 -0.40 0.18 -0.77 0.27 0.27 0.44 2.74 -0.07 1.51 1.11 1.74 2.60 0.91 0.22 0.77 -0.10 1.49 0.62 1.24 0.59 1.03 2.50 0.97 0.82 1.10 0.88 0.68 1.51 1.02 17.1 30.4 33.8 26.1 14.9 16.3 28.4 20.1 16.7 20.9 18.3 24.5 19.2 16.6 20.5 31.4 32.5 16.1 29.8 20.9 27.3 29.5 15.9 23.5 21.7 14.1 18.0 14.2 10.1 18.8 12.4 26.2 17.1 22.8 14.8 16.0 25.1 20.1 40.7 17.1 33.7 18.3 8.2 26.8 34.1 23.4 17.6 14.8 38.8 23.2 20.6 32.4 28.3 28.1 26.5 31.1 21.4 22.6 26.0 22.7 29.3 18.0 32.0 18.5 26.2 13.0 12.3 16.9 21.1 28.3 25.4 20.2 31.0 30.4 16.4 11.9 30.4 20.6 17.6 23.8 17.3 12.4 11.81 9.61 10.47 10.22 10.70 5.88 8.25 10.32 6.08 7.44 9.92 9.29 9.68 8.08 10.12 7.97 23.66 11.02 8.03 10.46 8.35 8.27 18.51 8.25 12.92 8.00 7.96 8.86 8.06 8.84 8.45 11.86 8.06 7.97 7.61 9.13 9.80 11.32 9.39 11.35 7.53 6.88 10.55 8.23 9.75 9.56 8.38 6.57 10.01 10.47 11.28 5.77 8.84 12.07 10.38 7.11 8.51 9.45 7.95 8.64 8.43 9.28 14.67 9.81 7.34 7.09 8.42 8.73 9.83 6.92 9.67 12.41 10.85 9.95 7.97 7.34 8.59 9.83 11.98 9.30 8.93 8.39 6.00 8.20 6.57 5.60 4.77 6.23 5.10 7.00 5.73 6.57 7.30 6.13 5.60 5.57 7.50 6.83 9.17 5.90 6.57 7.20 4.50 7.83 6.07 5.73 7.03 7.37 6.37 6.37 4.27 5.77 5.50 6.03 7.63 7.33 6.07 8.47 5.67 5.30 8.03 6.23 6.30 6.47 4.23 7.47 6.13 4.97 5.70 7.73 8.53 7.20 5.90 7.57 5.23 8.03 8.03 8.30 5.67 6.03 6.20 5.17 6.80 6.40 7.50 7.30 5.80 5.47 7.47 5.97 6.97 11.17 5.90 6.70 6.63 5.30 5.97 6.47 6.87 5.70 4.90 7.00 6.18 6.33 $6,594 $5,541 $5,136 $5,585 $6,662 $6,551 $5,830 $6,603 $6,462 $5,652 $5,702 $5,158 $6,723 $6,220 $6,658 $5,163 $5,249 $6,245 $4,969 $5,739 $5,446 $5,658 $6,834 $5,676 $6,806 $6,166 $7,458 $6,870 $7,393 $5,722 $6,428 $7,099 $6,682 $5,569 $6,740 $6,559 $6,062 $6,552 $4,722 $5,620 $4,721 $6,960 $8,381 $6,023 $5,678 $5,525 $7,068 $6,425 $5,098 $6,140 $4,984 $6,000 $5,077 $5,985 $5,239 $4,666 $6,625 $6,231 $5,968 $4,620 $5,166 $6,826 $5,375 $5,060 $4,673 $6,489 $6,720 $6,447 $6,412 $5,635 $6,473 $6,165 $5,690 $5,457 $5,929 $7,828 $5,104 $6,358 $6,532 $5,476 $7,442 $9,168 Calculating Georgia's Economic Vitality Index 21 Appendix VII: 1980-2009 SE Index Grade Changes by Variable and Average County Appling County Atkinson County Bacon County Baker County Baldwin County Banks County Barrow County Bartow County Ben Hill County Berrien County Bibb County Bleckley County Brantley County Brooks County Bryan County Bulloch County Burke County Butts County Calhoun County Camden County Candler County Carroll County Catoosa County Charlton County Chatham County Chattahoochee County Chattooga County Cherokee County Clarke County Clay County Clayton County Clinch County Cobb County Coffee County Colquitt County Columbia County Cook County Coweta County Crawford County Crisp County Dade County Dawson County Decatur County DeKalb County Dodge County Dooly County Dougherty County Douglas County Early County Echols County Effingham County Elbert County Emanuel County Evans County Fannin County Fayette County Floyd County Forsyth County Franklin County Fulton County Gilmer County Glascock County Glynn County Gordon County Grady County Greene County Gwinnett County Habersham County Hall County Hancock County Haralson County Harris County Hart County Heard County Henry County Houston County Irwin County Jackson County Jasper County Employment 1980-2009 3 -2 1 2 -2 2 0 -1 -2 -2 2 3 -3 -1 -1 -1 0 -1 2 -2 1 1 -3 1 3 3 0 -1 1 1 -1 -1 0 -2 0 0 1 2 -1 1 -1 -1 1 -1 -1 3 0 -2 1 0 4 0 0 2 2 -2 0 0 0 -1 -2 2 -1 -2 -2 1 -2 -1 0 4 1 2 1 4 0 2 1 -1 0 Population 1980-2009 1 1 2 0 1 0 1 1 -3 0 1 1 -3 -3 0 1 0 1 3 -1 0 2 -1 -1 2 0 1 0 0 0 -1 0 -1 0 0 0 0 1 -4 1 -1 0 -1 2 0 1 -1 0 -1 -1 0 -1 1 1 1 -3 1 0 0 2 2 -2 0 0 1 0 0 3 1 0 0 0 -2 -2 0 0 -2 2 3 Poverty 1980-2009 1 1 0 -1 -1 -1 1 -1 0 -1 0 -1 0 1 2 -1 1 0 0 2 1 0 0 -1 0 -3 -1 0 -2 0 -1 0 0 0 -1 0 -1 1 0 0 0 2 0 -1 0 0 -2 0 0 0 1 0 0 -1 1 0 -2 0 0 1 0 0 0 -1 0 1 0 -1 -1 0 -1 1 -1 -1 0 0 0 0 1 Avg. Wkly. Wage 1980-2009 2 -1 0 4 2 3 -2 4 -4 -4 -3 -3 4 1 -3 2 0 -1 4 3 4 2 2 1 2 4 2 -2 -2 -4 -3 -2 -3 2 2 -2 3 0 -2 -2 1 -1 -1 0 0 -3 0 2 -4 1 0 -3 -1 0 -2 1 3 -2 -2 0 1 0 -1 2 1 -3 -3 2 -2 -4 -1 3 -2 4 -2 4 3 -2 -1 Unemployment 1980-2009 2 0 0 -1 -4 1 1 0 -2 -2 0 -2 2 -1 3 -1 0 1 -1 0 -1 1 0 0 1 0 0 0 0 0 -2 -2 -1 0 1 0 -2 0 1 -1 -1 2 -3 -2 0 1 1 -2 -2 1 0 0 1 -1 2 0 1 0 0 0 3 1 0 1 -1 -2 -1 1 1 -1 0 0 -1 -2 -1 0 -3 -1 -3 Calculating Georgia's Economic Vitality Index Per Capita Income 1980-2009 0 0 -1 2 -2 2 -1 0 -1 1 0 -1 -1 2 2 -1 -2 -1 0 -1 0 -1 -1 -2 0 1 -2 0 -3 2 -4 0 0 -1 -1 0 -1 0 -1 0 -1 1 0 0 -1 0 -2 -1 3 0 0 -1 0 -1 1 0 -1 0 0 0 0 -4 0 -1 0 4 0 0 -1 0 -2 0 -1 -1 -1 0 0 0 -1 Average. 1980-2009 1.50 -0.17 0.33 1.00 -1.00 1.17 0.00 0.50 -2.00 -1.33 0.00 -0.50 -0.17 -0.17 0.50 -0.17 -0.17 -0.17 1.33 0.17 0.83 0.83 -0.50 -0.33 1.33 0.83 0.00 -0.50 -1.00 -0.17 -2.00 -0.83 -0.83 -0.17 0.17 -0.33 0.00 0.67 -1.17 -0.17 -0.50 0.50 -0.67 -0.33 -0.33 0.33 -0.67 -0.50 -0.50 0.17 0.83 -0.83 0.17 0.00 0.83 -0.67 0.33 -0.33 -0.33 0.33 0.67 -0.50 -0.33 -0.17 -0.17 0.17 -1.00 0.67 -0.33 -0.17 -0.50 1.00 -1.00 0.33 -0.67 1.00 -0.17 -0.33 -0.17 Grade 1980-2009 +2 0 0 1 -1 1 0 1 -2 -1 0 0 0 0 0 0 0 0 +2 0 1 1 0 -1 +2 0 0 -1 -1 0 -2 -1 -1 0 0 0 0 1 -1 0 -1 0 -1 0 -1 0 -1 -1 -1 1 1 -1 0 0 1 -1 0 -1 -1 1 1 -1 0 0 0 0 -1 1 0 0 0 1 -1 0 -1 1 0 -1 0 22 Appendix VII: 1980-2009 SE Index Grade Changes by Variable and Average County Jeff Davis County Jefferson County Jenkins County Johnson County Jones County Lamar County Lanier County Laurens County Lee County Liberty County Lincoln County Long County Lowndes County Lumpkin County McDuffie County McIntosh County Macon County Madison County Marion County Meriwether County Miller County Mitchell County Monroe County Montgomery County Morgan County Murray County Muscogee County Newton County Oconee County Oglethorpe County Paulding County Peach County Pickens County Pierce County Pike County Polk County Pulaski County Putnam County Quitman County Rabun County Randolph County Richmond County Rockdale County Schley County Screven County Seminole County Spalding County Stephens County Stewart County Sumter County Talbot County Taliaferro County Tattnall County Taylor County Telfair County Terrell County Thomas County Tift County Toombs County Towns County Treutlen County Troup County Turner County Twiggs County Union County Upson County Walker County Walton County Ware County Warren County Washington County Wayne County Webster County Wheeler County White County Whitfield County Wilcox County Wilkes County Wilkinson County Worth County Georgia County Avg. Employment -1 -1 1 1 4 2 3 -2 -1 0 1 2 3 0 0 -3 -3 0 2 2 1 0 0 1 -1 -3 2 -1 -2 2 0 3 2 1 1 2 2 -3 2 -1 0 2 -3 -1 -2 2 -1 3 4 -3 4 -1 2 4 -2 3 -1 -1 3 -2 2 1 -2 1 -1 0 1 -1 1 1 -2 -1 0 2 -1 -1 2 -2 0 1 0.26 Population 2 -2 -3 2 -1 1 1 0 0 -2 0 0 2 0 -2 2 -4 -2 0 -1 -2 -2 -1 0 0 -4 -1 2 0 1 0 1 2 3 1 2 -1 -2 -1 -3 -1 -2 -1 1 -2 -1 1 2 0 -2 0 0 4 0 -1 0 1 1 1 -2 2 -1 -2 -3 -1 -1 0 3 1 -3 0 0 -1 0 -1 0 1 -2 -1 -1 -0.11 Poverty -2 1 0 -1 0 -1 2 -1 1 1 -1 0 -1 0 0 2 0 0 1 0 0 1 1 0 1 -2 0 0 0 1 0 0 1 1 0 -2 0 1 1 0 1 -2 0 2 1 0 -1 -2 1 -1 -1 0 0 1 -1 0 -1 0 -1 2 0 -1 0 -1 2 -2 -1 1 -1 1 0 -1 2 0 0 -3 0 -1 -1 1 -0.09 Avg. Wkly. Wage -4 -2 -4 -4 -4 0 1 0 4 4 1 0 1 -1 -3 3 -3 -4 2 -4 3 3 0 -1 -4 0 3 -2 3 -2 -2 -2 -1 2 0 -1 1 -4 -3 -4 0 4 0 -1 -3 1 -1 3 1 -4 -4 0 0 0 0 4 2 -1 3 2 -2 1 0 -3 0 4 -2 2 1 0 -3 -4 -4 1 -1 0 2 -3 0 1 -0.23 Unemployment -2 0 -1 -3 -1 -2 -1 0 1 2 0 2 1 -2 0 2 0 1 1 -1 0 2 1 -1 2 0 0 -1 0 1 0 -1 3 2 0 2 1 -1 0 -1 -2 -1 -3 1 -2 -3 -3 2 1 -1 -2 0 -2 1 0 1 0 -1 0 -1 -1 -2 0 0 0 -3 2 0 1 0 -2 0 2 -1 1 -1 -1 -3 -3 1 -0.26 Calculating Georgia's Economic Vitality Index Per Capita Income -2 -1 0 -1 1 -1 0 -1 -1 1 1 0 0 0 0 1 0 0 3 -1 1 -1 1 -1 1 -2 0 -3 0 2 1 -2 1 0 -1 -2 1 1 0 2 1 -2 0 -2 0 1 -2 1 2 -1 0 -1 0 -2 0 1 1 -1 0 4 0 0 1 1 3 -2 -1 0 -1 0 -1 0 2 -1 -1 -1 0 0 -2 2 -0.11 Average. -1.50 -0.83 -1.17 -1.00 -0.17 -0.17 1.00 -0.67 0.67 1.00 0.33 0.67 1.00 -0.50 -0.83 1.17 -1.67 -0.83 1.50 -0.83 0.50 0.50 0.33 -0.33 -0.17 -1.83 0.67 -0.83 0.17 0.83 -0.17 -0.17 1.33 1.50 0.17 0.17 0.67 -1.33 -0.17 -1.17 -0.17 -0.17 -1.17 0.00 -1.33 0.00 -1.17 1.50 1.50 -2.00 -0.50 -0.33 0.67 0.67 -0.67 1.50 0.33 -0.50 1.00 0.50 0.17 -0.33 -0.50 -0.83 0.50 -0.67 -0.17 0.83 0.33 -0.17 -1.33 -1.00 0.17 0.17 -0.50 -1.00 0.67 -1.83 -1.17 0.83 -0.11 Grade -1 0 -1 -1 0 0 1 -1 1 1 0 1 1 -1 -1 1 -2 -1 +2 -1 0 1 1 0 0 -2 1 -1 1 1 0 -1 1 +2 0 0 1 -1 0 -1 0 0 -1 0 -1 0 -2 +2 1 -2 -1 -1 1 1 -1 +2 1 -1 1 1 0 0 -1 -1 1 0 0 1 0 0 -1 -1 1 0 0 -1 1 -2 -1 1 0 23 Appendix VIII: 1980-2009 US Index Grade Changes by Variable and Average County Appling County Atkinson County Bacon County Baker County Baldwin County Banks County Barrow County Bartow County Ben Hill County Berrien County Bibb County Bleckley County Brantley County Brooks County Bryan County Bulloch County Burke County Butts County Calhoun County Camden County Candler County Carroll County Catoosa County Charlton County Chatham County Chattahoochee County Chattooga County Cherokee County Clarke County Clay County Clayton County Clinch County Cobb County Coffee County Colquitt County Columbia County Cook County Coweta County Crawford County Crisp County Dade County Dawson County Decatur County DeKalb County Dodge County Dooly County Dougherty County Douglas County Early County Echols County Effingham County Elbert County Emanuel County Evans County Fannin County Fayette County Floyd County Forsyth County Franklin County Fulton County Gilmer County Glascock County Glynn County Gordon County Grady County Greene County Gwinnett County Habersham County Hall County Hancock County Haralson County Harris County Hart County Heard County Henry County Houston County Irwin County Jackson County Jasper County Employment 1980-2009 4 -2 1 2 -2 2 -1 -1 -2 -2 1 3 -3 -1 -1 -1 0 -1 1 -2 1 0 -3 1 3 3 0 -1 1 1 -1 -2 0 -2 0 0 1 2 -1 1 -1 0 1 -1 -1 3 -1 -3 0 0 4 -1 0 1 1 -3 0 0 0 -2 -2 2 -1 -2 -2 1 -3 -1 0 3 1 2 1 4 0 2 1 -1 0 Population 1980-2009 1 0 2 0 1 0 1 1 -3 0 1 1 -3 -3 0 0 0 1 2 -1 0 2 -1 -1 2 -1 1 0 0 0 -1 0 -1 0 0 -1 -1 1 -4 1 -1 0 -1 2 0 1 -1 0 -1 -1 0 -1 1 1 1 -3 1 0 -1 1 2 -2 0 0 0 0 0 2 1 0 -1 0 -2 -2 0 0 -2 2 2 Poverty 1980-2009 2 1 1 0 0 0 1 0 0 0 0 0 1 2 2 -1 1 1 0 3 1 0 0 -1 1 -3 0 0 -2 1 0 1 0 0 0 0 0 1 1 0 0 2 0 0 1 1 -1 0 0 0 1 1 0 0 2 0 -1 0 1 1 1 1 1 -1 1 2 0 -1 0 0 0 1 0 0 0 0 1 0 2 Avg. Wkly. Wage 1980-2009 2 -1 0 4 2 3 -2 4 -4 -4 -3 -3 4 1 -3 2 0 -1 4 3 4 2 2 1 2 4 2 -2 -2 -4 -3 -2 -3 2 2 -2 3 0 -2 -2 1 -1 -1 0 0 -3 -1 2 -4 1 0 -3 -2 0 -2 1 3 -2 -2 0 1 0 -1 2 1 -3 -3 2 -2 -4 -1 2 -2 4 -2 3 3 -2 -1 Unemployment 1980-2009 1 0 -1 -2 -4 1 0 -1 -2 -3 -1 -3 1 -2 3 -2 0 0 -1 -1 -2 0 -1 -1 1 0 0 -1 -1 -1 -3 -3 -2 0 0 0 -2 -1 0 -1 -2 1 -3 -3 -1 0 0 -3 -2 1 -1 0 0 -2 1 -1 0 -1 -1 -1 2 0 -1 0 -2 -3 -2 0 0 -1 -1 0 -1 -2 -2 -1 -3 -2 -3 Calculating Georgia's Economic Vitality Index Per Capita Income 1980-2009 0 0 0 2 -1 3 -1 0 0 2 0 0 0 3 2 0 -1 -1 0 0 1 -1 -1 -2 0 2 -2 0 -3 3 -3 0 0 0 -1 0 0 0 0 1 0 1 1 0 0 1 -1 -1 3 0 1 0 1 -1 2 0 0 0 1 0 0 -4 0 0 0 4 0 0 -1 0 -1 0 0 0 0 0 1 1 0 Average. 1980-2009 1.67 -0.33 0.50 1.00 -0.67 1.50 -0.33 0.50 -1.83 -1.17 -0.33 -0.33 0.00 0.00 0.50 -0.33 0.00 -0.17 1.00 0.33 0.83 0.50 -0.67 -0.50 1.50 0.83 0.17 -0.67 -1.17 0.00 -1.83 -1.00 -1.00 0.00 0.17 -0.50 0.17 0.50 -1.00 0.00 -0.50 0.50 -0.50 -0.33 -0.17 0.50 -0.83 -0.83 -0.67 0.17 0.83 -0.67 0.00 -0.17 0.83 -1.00 0.50 -0.50 -0.33 -0.17 0.67 -0.50 -0.33 -0.17 -0.33 0.17 -1.33 0.33 -0.33 -0.33 -0.50 0.83 -0.67 0.67 -0.67 0.67 0.17 -0.33 0.00 Grade 1980-2009 +2 0 0 1 -1 +2 -1 1 -2 -1 0 0 0 0 0 -1 0 0 1 0 1 0 0 -1 +2 0 0 -1 -1 0 -2 -1 -1 0 0 0 1 0 -1 0 -1 0 -1 0 -1 0 -1 -1 -1 1 1 -1 0 0 1 -1 0 -1 -1 0 1 -1 0 0 0 0 -1 0 0 0 0 1 -1 0 -1 0 0 -1 0 24 Appendix VIII: 1980-2009 US Index Grade Changes by Variable and Average County Jeff Davis County Jefferson County Jenkins County Johnson County Jones County Lamar County Lanier County Laurens County Lee County Liberty County Lincoln County Long County Lowndes County Lumpkin County McDuffie County McIntosh County Macon County Madison County Marion County Meriwether County Miller County Mitchell County Monroe County Montgomery County Morgan County Murray County Muscogee County Newton County Oconee County Oglethorpe County Paulding County Peach County Pickens County Pierce County Pike County Polk County Pulaski County Putnam County Quitman County Rabun County Randolph County Richmond County Rockdale County Schley County Screven County Seminole County Spalding County Stephens County Stewart County Sumter County Talbot County Taliaferro County Tattnall County Taylor County Telfair County Terrell County Thomas County Tift County Toombs County Towns County Treutlen County Troup County Turner County Twiggs County Union County Upson County Walker County Walton County Ware County Warren County Washington County Wayne County Webster County Wheeler County White County Whitfield County Wilcox County Wilkes County Wilkinson County Worth County Georgia County Avg. Employment -1 -1 1 1 3 1 3 -2 -1 0 1 2 3 -1 0 -3 -3 0 1 2 0 0 0 0 -2 -3 1 -1 -2 2 0 3 2 0 1 1 1 -3 1 -1 0 2 -3 -2 -2 2 -1 2 4 -3 4 -1 2 4 -2 2 -1 -1 2 -2 2 1 -2 1 -1 -1 1 -2 0 1 -2 -2 0 1 -1 -1 2 -2 -1 0 0.03 Population 2 -2 -3 1 -1 1 1 0 -1 -2 0 0 2 0 -2 1 -4 -2 0 -1 -2 -3 -1 0 0 -4 -1 2 0 1 0 1 1 2 0 2 -1 -2 -1 -3 -1 -2 -1 1 -2 -1 0 1 0 -2 0 0 3 0 -1 0 1 1 1 -2 2 -1 -2 -3 -1 -2 0 3 1 -3 0 0 -1 0 -1 0 1 -2 -1 -1 -0.26 Poverty -1 1 1 0 0 0 2 0 1 1 0 1 0 1 1 3 1 0 2 1 1 1 1 0 2 -1 0 0 0 2 0 1 1 2 0 -1 1 2 1 0 2 -1 0 2 2 0 0 -1 1 0 0 0 1 1 -1 1 0 0 0 3 1 0 1 0 2 -1 -1 1 0 1 1 0 3 0 0 -2 1 0 0 2 0.47 Avg. Wkly. Wage -4 -2 -4 -4 -4 0 1 0 4 4 0 0 1 -1 -3 3 -3 -4 2 -4 3 3 0 -1 -4 -1 3 -2 3 -2 -2 -2 -1 2 0 -1 1 -4 -3 -4 0 4 0 -1 -3 1 -1 3 1 -4 -4 0 -1 0 -1 4 2 -1 3 2 -2 1 0 -3 0 4 -2 2 1 0 -3 -4 -4 1 -1 0 2 -3 0 1 -0.28 Unemployment -2 0 -1 -3 -2 -2 -2 -1 1 1 -1 2 0 -2 0 1 0 0 0 -1 -1 1 0 -2 1 -1 -1 -2 0 0 -1 -1 2 1 -1 1 0 -2 0 -1 -2 -2 -3 0 -2 -4 -3 1 0 -1 -2 0 -3 0 0 1 -1 -2 -1 -1 -1 -2 0 -1 -1 -3 1 -1 0 0 -2 -1 1 -2 0 -2 -1 -3 -4 0 -0.9 Calculating Georgia's Economic Vitality Index Per Capita Income -2 0 0 -1 1 -1 1 0 0 1 1 0 0 1 1 2 0 1 4 0 2 0 1 0 1 -1 0 -2 0 2 1 -1 1 1 0 -2 2 1 1 2 1 -1 0 -1 0 2 -1 1 3 0 1 -1 1 -1 0 2 1 0 1 4 0 1 1 2 4 -2 -1 1 0 0 0 0 3 -1 0 0 0 0 -2 3 0.3 Average. -1.33 -0.67 -1.00 -1.00 -0.50 -0.17 1.00 -0.50 0.67 0.83 0.17 0.83 1.00 -0.33 -0.50 1.17 -1.50 -0.83 1.50 -0.50 0.50 0.33 0.17 -0.50 -0.33 -1.83 0.33 -0.83 0.17 0.83 -0.33 0.17 1.00 1.33 0.00 0.00 0.67 -1.33 -0.17 -1.17 0.00 0.00 -1.17 -0.17 -1.17 0.00 -1.00 1.17 1.50 -1.67 -0.17 -0.33 0.50 0.67 -0.83 1.67 0.33 -0.50 1.00 0.67 0.33 0.00 -0.33 -0.67 0.50 -0.83 -0.33 0.67 0.33 -0.17 -1.00 -1.17 0.33 -0.17 -0.50 -0.83 0.83 -1.67 -1.33 0.83 -0.11 Grade -1 0 -1 -1 0 0 1 -1 1 1 0 1 1 -1 0 1 -1 -1 +2 -1 0 1 1 0 -1 -2 0 -1 1 1 0 0 1 1 0 0 1 -1 0 -1 0 0 -1 0 -1 0 -1 1 1 -1 -1 -1 1 1 -1 +2 1 -1 1 1 0 0 -1 -1 1 0 -1 1 0 0 -1 -1 1 -1 0 0 1 -2 -1 1 0 25 The Center for Agribusiness & Economic Development The Center for Agribusiness and Economic Development is a unit of the College of Agricultural and Environmental Sciences of the University of Georgia, combining the missions of research and extension. The Center has among its objectives: To provide feasibility and other short term studies for current or potential Georgia agribusiness firms and/or emerging food and fiber industries. To provide agricultural, natural resource, and demographic data for private and public decision makers. To find out more, visit our Web site at: http://www.caed.uga.edu Or contact: Kent L. Wolfe, Director Center for Agribusiness and Economic Development Lumpkin House The University of Georgia Athens, Georgia 30602-7509 Phone (706)542-2434 The University of Georgia and Fort Valley State University, and the U.S. Department of Agriculture and counties of the state cooperating. The Cooperative Extension Service offers educational programs, assistance and materials to all people without regard to race, color, national origin, age, sex or disability. An equal opportunity/affirmative action organization committed to a diverse work force. Report Number: CR-12-03 January 2012 Issued in furtherance of Cooperation Extension Acts of May 8 and June 30, 1914, the University of Georgia College of Agricultural and Environmental Sciences, and the U.S. Department of Agriculture cooperating. J. Scott Angle, Dean and Director