Leading, Slipping, Gaining, Lagging Analysis:
Assessing Federal Civilian Earnings Growth
Across North Carolina Counties
Real* Federal Civilian
Earnings Growth
County vs Statewide Average: 2010-2022 and 2022
Real* Federal Civilian
Earnings Growth
North Carolina:
2010-2022 = 3.92%
2022 = 4.46%
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 North Carolina's 100 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 North Carolina Regional Economic Analysis Project report, we adopt this approach to gauge and compare the real federal civilian earnings growth of North Carolina's 100 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
North Carolina:
2010-2022 = 3.92%
2022 = 4.46%
This figure displays the 100 counties of North Carolina 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 3.92%, by portraying them in the top two quadrants demarcated at 3.92% on the vertical axis. County whose long-term average annual real federal civilian earnings growth rate trailed the statewide average (3.92%) are distributed in the bottom two quadrants. In all, 25 counties surpassed the statewide average over 2010-2022, while 75 counties fell below.
Similarly, the two quadrants on the right of this figure present the positions of the 60 counties whose most recent (2022) real federal civilian earnings growth rate exceeded the statewide average (4.46%). The two quadrants on the left feature those 40 counties whose real federal civilian earnings growth over 2022 trailed the statewide average.
Accordingly, each quadrant portrays the performance of all 100 counties corresponding with their long-term (2010-2022) and near-term (2022) performance relative to their respective statewide averages of 3.92% over 2010-2022 and 4.46% 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 (3.92%) and near-term (4.46%).
Slipping counties () (top-left quadrant)...are counties whose long-term average annual real federal civilian earnings growth rate exceeded the statewide average (3.92%), but whose near-term growth has "slipped" by falling below the North Carolina average (4.46%).
Gaining counties () (bottom-right quadrant)...are counties whose long-term average annual real federal civilian earnings growth rate fell below the statewide average (3.92%), but whose near-term growth has "gained" by registering above the average (4.46%) 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 (3.92%) and near-term (4.46%).
   
 
Summary of North Carolina's 100 County Totals
 
Short Term Average
 
 
Below
(4.46%)
Above
(4.46%)
 
Long
Term
Average
Above
(3.92%)
7
18
25
Below
(3.92%)
33
42
75
 
40
60
100
 
   
Leading Counties
2022 vs. 2010-2022 Averages
Leading Counties
white dot
North Carolina:
2010-2022 = 3.92%
2022 = 4.46%
Turning attention to the top-right quadrant from the discussion above, this figure features the distribution of the North Carolina counties classified as Leading. These counties surpassed North Carolina's average annual real federal civilian earnings growth both long-term (2010-2022 = 3.92%) as well as near-term (2022 = 4.46%). Each is identified by its corresponding ranking based on it's average annual real federal civilian earnings growth rate over 2010-2022.
Of North Carolina's 100 counties, 18 (18%) are classified within the Leading () category. Those counties ranked by their long-term average include:
Slipping Counties
2022 vs. 2010-2022 Averages
Slipping Counties
North Carolina:
2010-2022 = 3.92%
2022 = 4.46%
This figure depicts the distribution of the 7 North Carolina 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 = 3.92%), while they trailed the statewide average near-term (2022 = 4.46%). 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 (7%) of North Carolina's 100 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
North Carolina:
2010-2022 = 3.92%
2022 = 4.46%
This figure shows the distribution of the 42 North Carolina 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 = 3.92%), while they outpaced North Carolina's average near-term (2022 = 4.46%). Again, each county is identified by its corresponding ranking based on its average annual real federal civilian earnings growth rate over 2010-2022.
Of North Carolina's 100 counties, 42% (42) are featured as Gaining (). Those counties ranked by their long-term average include:
Lagging Counties
2022 vs. 2010-2022 Averages
Lagging Counties
white dot
North Carolina:
2010-2022 = 3.92%
2022 = 4.46%
This figure depicts the distributions of the 33 North Carolina counties classified as Lagging (bottom-left quadrant). These counties trailed the statewide average annual real federal civilian earnings growth both long-term (2010-2022 = 3.92%) as well as near-term (2022 = 4.46%). Again, each county is identified by its corresponding ranking based on it's average annual real federal civilian earnings growth rate over 2010-2022.
33% of North Carolina's counties, 33 of 100, are characterized here as Lagging (). Those counties ranked by their long-term average include:
   
 
North Carolina
Real* Federal Civilian Earnings Growth
County vs. Statewide Average
 
2010-2022
 
2022
 
 
Leading Counties
 
17
4.31
 
24
7.68
504,365
 
18
4.30
 
37
6.26
15,820
 
14
4.47
 
46
5.48
35,521
 
20
4.20
 
14
9.72
180,709
 
9
4.65
 
8
11.17
15,147
 
12
4.54
 
2
14.27
27,350
 
22
4.15
 
57
4.89
2,059
 
2
8.06
 
9
10.74
6,886
 
16
4.36
 
16
9.09
6,636
 
11
4.61
 
50
5.08
17,632
 
24
4.04
 
44
5.58
626,575
 
5
5.03
 
1
20.64
34,240
 
13
4.49
 
40
6.20
99,516
 
23
4.08
 
55
5.00
3,422
 
1
8.11
 
30
6.53
91,267
 
10
4.62
 
54
5.00
4,597
 
19
4.28
 
25
7.62
31,519
 
21
4.17
 
31
6.52
787,936
Slipping Counties
 
25
3.99
 
63
4.28
4,483
 
6
5.03
 
65
3.97
60,235
 
15
4.40
 
87
1.04
1,558
 
8
4.67
 
91
-0.34
1,816,000
 
4
5.81
 
72
3.37
1,025,713
 
3
8.05
 
88
1.02
18,704
 
7
4.68
 
76
3.01
10,766
Gaining Counties
 
59
2.67
 
18
8.40
24,738
 
45
3.22
 
17
8.71
11,619
 
47
3.21
 
10
10.46
36,156
 
26
3.92
 
47
5.46
12,838
 
90
1.13
 
6
11.53
3,250
 
54
3.03
 
5
11.67
2,192
 
64
2.34
 
39
6.21
11,844
 
48
3.21
 
53
5.04
692,537
 
51
3.12
 
4
12.94
3,648
 
42
3.36
 
29
6.83
18,322
 
94
0.58
 
41
6.14
13,749
 
99
-1.95
 
48
5.29
20,371
 
35
3.64
 
23
7.69
8,645
 
66
2.32
 
59
4.72
40,508
 
57
2.79
 
52
5.05
200,882
 
56
2.88
 
36
6.30
495,321
 
58
2.68
 
49
5.21
11,971
 
72
2.08
 
19
8.35
12,078
 
85
1.19
 
7
11.35
2,766
 
43
3.32
 
34
6.40
29,772
 
80
1.71
 
28
6.94
5,241
 
60
2.60
 
43
5.61
17,171
 
95
0.39
 
15
9.41
20,999
 
33
3.69
 
12
10.00
12,016
 
27
3.87
 
21
7.91
8,904
 
68
2.19
 
22
7.80
16,820
 
31
3.72
 
32
6.49
813,683
 
93
0.67
 
27
6.94
3,588
 
28
3.79
 
45
5.55
141,175
 
63
2.36
 
3
13.15
2,443
 
29
3.77
 
13
9.99
9,512
 
37
3.58
 
51
5.05
30,583
 
74
1.90
 
58
4.82
14,624
 
40
3.51
 
35
6.32
358,274
 
49
3.19
 
42
6.11
11,306
 
65
2.33
 
38
6.23
11,652
 
77
1.87
 
20
8.09
4,489
 
62
2.56
 
60
4.49
15,383
 
36
3.58
 
11
10.15
14,601
 
76
1.87
 
33
6.48
8,950
 
79
1.78
 
56
4.94
2,632
 
70
2.11
 
26
7.61
17,313
Lagging Counties
 
41
3.37
 
96
-0.95
4,911
 
86
1.18
 
94
-0.78
3,439
 
73
1.94
 
98
-1.64
4,311
 
52
3.06
 
70
3.52
5,320
 
78
1.82
 
80
2.50
11,766
 
89
1.15
 
61
4.42
6,845
 
46
3.21
 
89
0.91
12,726
 
87
1.16
 
90
0.78
3,087
 
98
-1.17
 
95
-0.89
32,483
 
91
0.80
 
67
3.83
10,759
 
75
1.89
 
93
-0.65
17,208
 
61
2.59
 
62
4.39
23,697
 
67
2.29
 
73
3.32
5,634
 
100
-3.89
 
100
-5.19
1,095
 
34
3.68
 
71
3.50
4,084
 
53
3.06
 
99
-4.23
3,350
 
32
3.71
 
66
3.89
24,248
 
88
1.15
 
69
3.53
5,917
 
30
3.76
 
81
2.43
6,282
 
69
2.16
 
83
2.05
4,473
 
84
1.33
 
78
2.82
3,571
 
55
2.99
 
75
3.06
5,561
 
81
1.70
 
84
2.05
20,475
 
71
2.09
 
68
3.76
14,177
 
82
1.58
 
79
2.65
5,735
 
96
-0.20
 
64
4.12
12,191
 
92
0.76
 
74
3.29
2,040
 
83
1.43
 
92
-0.49
2,232
 
39
3.51
 
97
-1.32
10,266
 
44
3.25
 
77
2.91
119,322
 
97
-0.40
 
82
2.10
13,545
 
50
3.16
 
85
2.01
6,452
 
38
3.54
 
86
1.39
3,866
 
 
 
 
 
 
 
 
 
3.92
 
4.46
9,034,290
 
 
 
 
 
 
 
 
 
2.98
 
3.80
397,841,000
November 2023
REAP_PI_CA1600N_620100_LSGL
 
   
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