Leading, Slipping, Gaining, Lagging Analysis:
Assessing Federal Civilian Earnings Growth
Across Virginia Counties
Real* Federal Civilian
Earnings Growth
County vs Statewide Average: 2010-2022 and 2022
Real* Federal Civilian
Earnings Growth
Virginia:
2010-2022 = 3.48%
2022 = 4.20%
Borrowing from an approach that sometimes appears in the finance sections of the popular press, LSGL analysis is a handy and versatile way to compare, portray and classify the patterns of real federal civilian earnings growth across all of Virginia's 82 counties. In finance, this technique is used for comparing and assessing the market performance of individual securities or across industry sectors. For example, the performance of the 30 stocks contained within Dow are compared with one another over the past week in contrast to their performance over the past month using the Dow's respective averages as the points of reference.
Here in this Virginia Regional Economic Analysis Project report, we adopt this approach to gauge and compare the real federal civilian earnings growth of Virginia's 82 counties over the latest available year (2022) against the backdrop of their growth over the long term period (2010-2022). In so doing we classify their growth and performance into 4 broad categories: Leading, Slipping, Gaining and Lagging.
Real* Federal Civilian
Earnings Growth
County vs Statewide Average: 2010-2022 and 2022
Real* Federal Civilian
Earnings Growth
Virginia:
2010-2022 = 3.48%
2022 = 4.20%
This figure displays the 82 counties of Virginia as dots on a scattergram, with the vertical axis representing the average annual real federal civilian earnings growth rate over the long-term period (2010-2022), and the horizontal axis representing the real federal civilian earnings growth rate for the near-term (2022).
This figure sets apart those counties whose long-term real federal civilian earnings growth exceeded the statewide average of 3.48%, by portraying them in the top two quadrants demarcated at 3.48% on the vertical axis. County whose long-term average annual real federal civilian earnings growth rate trailed the statewide average (3.48%) are distributed in the bottom two quadrants. In all, 23 counties surpassed the statewide average over 2010-2022, while 59 counties fell below.
Similarly, the two quadrants on the right of this figure present the positions of the 36 counties whose most recent (2022) real federal civilian earnings growth rate exceeded the statewide average (4.20%). The two quadrants on the left feature those 46 counties whose real federal civilian earnings growth over 2022 trailed the statewide average.
Accordingly, each quadrant portrays the performance of all 82 counties corresponding with their long-term (2010-2022) and near-term (2022) performance relative to their respective statewide averages of 3.48% over 2010-2022 and 4.20% over 2022:
Leading counties () (top-right quadrant)...are counties whose average annual real federal civilian earnings growth rate surpassed the statewide average both long-term (3.48%) and near-term (4.20%).
Slipping counties () (top-left quadrant)...are counties whose long-term average annual real federal civilian earnings growth rate exceeded the statewide average (3.48%), but whose near-term growth has "slipped" by falling below the Virginia average (4.20%).
Gaining counties () (bottom-right quadrant)...are counties whose long-term average annual real federal civilian earnings growth rate fell below the statewide average (3.48%), but whose near-term growth has "gained" by registering above the average (4.20%) statewide.
Lagging counties () (bottom-left quadrant)...are counties whose average annual real federal civilian earnings growth rate fell under the statewide average both long-term (3.48%) and near-term (4.20%).
   
 
Summary of Virginia's 82 County Totals
 
Short Term Average
 
 
Below
(4.20%)
Above
(4.20%)
 
Long
Term
Average
Above
(3.48%)
7
16
23
Below
(3.48%)
39
20
59
 
46
36
82
 
   
Leading Counties
2022 vs. 2010-2022 Averages
Leading Counties
white dot
Virginia:
2010-2022 = 3.48%
2022 = 4.20%
Turning attention to the top-right quadrant from the discussion above, this figure features the distribution of the Virginia counties classified as Leading. These counties surpassed Virginia's average annual real federal civilian earnings growth both long-term (2010-2022 = 3.48%) as well as near-term (2022 = 4.20%). Each is identified by its corresponding ranking based on it's average annual real federal civilian earnings growth rate over 2010-2022.
Of Virginia's 82 counties, 16 (20%) are classified within the Leading () category. Those counties ranked by their long-term average include:
Slipping Counties
2022 vs. 2010-2022 Averages
Slipping Counties
Virginia:
2010-2022 = 3.48%
2022 = 4.20%
This figure depicts the distribution of the 7 Virginia counties classified as Slipping (top-left quadrant), in that their long-term average annual real federal civilian earnings growth rate outpaced the average statewide (2010-2022 = 3.48%), while they trailed the statewide average near-term (2022 = 4.20%). Again, each county is identified by it's corresponding ranking based on its average annual real federal civilian earnings growth rate over 2010-2022.
Only 7 (9%) of Virginia's 82 counties are classified as Slipping (). Those counties ranked by their long-term average include:
Gaining Counties
2022 vs. 2010-2022 Averages
Gaining Counties
white dot
Virginia:
2010-2022 = 3.48%
2022 = 4.20%
This figure shows the distribution of the 20 Virginia counties classified as Gaining (bottom-right quadrant), in that their long-term average annual real federal civilian earnings growth rate posted below the average statewide (2010-2022 = 3.48%), while they outpaced Virginia's average near-term (2022 = 4.20%). Again, each county is identified by its corresponding ranking based on its average annual real federal civilian earnings growth rate over 2010-2022.
Of Virginia's 82 counties, 24% (20) are featured as Gaining (). Those counties ranked by their long-term average include:
Lagging Counties
2022 vs. 2010-2022 Averages
Lagging Counties
white dot
Virginia:
2010-2022 = 3.48%
2022 = 4.20%
This figure depicts the distributions of the 39 Virginia counties classified as Lagging (bottom-left quadrant). These counties trailed the statewide average annual real federal civilian earnings growth both long-term (2010-2022 = 3.48%) as well as near-term (2022 = 4.20%). Again, each county is identified by its corresponding ranking based on it's average annual real federal civilian earnings growth rate over 2010-2022.
48% of Virginia's counties, 39 of 82, are characterized here as Lagging (). Those counties ranked by their long-term average include:
   
 
Virginia
Real* Federal Civilian Earnings Growth
County vs. Statewide Average
 
2010-2022
 
2022
 
 
Leading Counties
 
4
9.93
 
32
4.80
27,724
 
17
3.81
 
35
4.45
1,196
 
5
8.56
 
15
10.14
167,312
 
23
3.55
 
8
12.44
3,770
 
19
3.72
 
28
5.65
272,756
 
8
6.18
 
29
5.07
1,004,057
 
15
4.04
 
34
4.68
2,503
 
7
7.20
 
2
24.20
1,055,391
 
2
11.06
 
1
53.92
10,065
 
12
4.62
 
5
18.23
5,734
 
6
8.43
 
17
9.10
945,653
 
21
3.61
 
19
8.86
29,120
 
16
3.98
 
25
6.76
135,997
 
11
5.05
 
27
6.24
929,710
 
3
10.31
 
24
6.77
207,014
 
9
6.15
 
23
6.86
790,164
Slipping Counties
 
1
11.29
 
53
2.69
3,549
 
14
4.26
 
65
1.16
5,653
 
22
3.60
 
41
3.90
6,318
 
20
3.65
 
48
3.17
455,390
 
18
3.76
 
43
3.74
5,054
 
10
5.83
 
49
3.13
2,885,021
 
13
4.40
 
67
0.88
1,786,451
Gaining Counties
 
25
3.30
 
26
6.29
5,084
 
60
1.39
 
18
8.92
1,013
 
38
2.67
 
20
7.96
2,645
 
49
1.78
 
13
10.73
1,817
 
41
2.31
 
16
9.91
3,215
 
34
2.88
 
22
6.93
3,565
 
48
1.82
 
33
4.70
7,842
 
29
3.07
 
7
15.03
18,589
 
56
1.48
 
3
21.04
817
 
26
3.26
 
30
5.04
6,466
 
69
0.70
 
36
4.23
1,454
 
43
2.22
 
31
4.87
5,252
 
31
3.01
 
6
16.32
1,775
 
63
1.32
 
9
12.21
2,969
 
75
0.33
 
11
12.07
30,499
 
62
1.32
 
4
19.78
2,785
 
30
3.06
 
12
10.91
6,373
 
64
1.15
 
10
12.15
4,709
 
55
1.50
 
14
10.21
5,699
 
46
2.01
 
21
6.99
191,537
Lagging Counties
 
32
2.96
 
71
-0.13
92,841
 
40
2.35
 
69
0.33
2,411
 
61
1.37
 
74
-1.08
3,862
 
65
1.01
 
64
1.35
4,923,415
 
35
2.78
 
39
4.10
13,302
 
77
-0.05
 
59
1.96
3,174
 
71
0.51
 
50
3.00
42,694
 
74
0.42
 
76
-2.86
3,061
 
78
-0.38
 
70
0.20
2,963
 
76
0.06
 
75
-1.29
1,146
 
59
1.41
 
54
2.44
2,773
 
79
-1.50
 
42
3.79
1,370
 
67
0.88
 
81
-9.45
3,603
 
52
1.65
 
61
1.67
8,636
 
47
1.83
 
47
3.42
9,098
 
36
2.71
 
72
-0.28
2,103
 
53
1.63
 
38
4.10
3,097
 
80
-2.15
 
55
2.38
387
 
72
0.45
 
78
-4.58
7,646
 
68
0.76
 
79
-5.50
2,869
 
33
2.88
 
73
-0.37
54,201
 
51
1.65
 
66
0.97
1,456
 
66
0.92
 
44
3.72
12,058
 
45
2.02
 
77
-3.99
3,851
 
28
3.08
 
56
2.15
2,472
 
39
2.51
 
40
3.90
6,015
 
27
3.15
 
62
1.56
20,016
 
44
2.06
 
60
1.75
3,606
 
73
0.44
 
52
2.83
6,432
 
81
-2.53
 
82
-22.57
1,132
 
50
1.66
 
63
1.45
12,396
 
37
2.70
 
46
3.51
8,283
 
82
-2.94
 
37
4.12
733
 
42
2.28
 
51
2.98
6,487
 
54
1.62
 
68
0.58
4,889
 
70
0.65
 
45
3.54
7,163
 
58
1.43
 
80
-5.81
2,363,874
 
57
1.46
 
58
2.11
1,054,976
 
24
3.44
 
57
2.12
641,381
 
 
 
 
 
 
 
 
 
3.48
 
4.20
31,559,317
 
 
 
 
 
 
 
 
 
2.98
 
3.80
397,841,000
November 2023
REAP_PI_CA1600N_620100_LSGL
 
   
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