Leading, Slipping, Gaining, Lagging Analysis:
Assessing Local Government Earnings Growth
Across North Carolina Counties
Real* Local Government
Earnings Growth
County vs Statewide Average: 2010-2022 and 2022
Real* Local Government
Earnings Growth
North Carolina:
2010-2022 = 2.80%
2022 = 7.05%
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 local government 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 local government 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* Local Government
Earnings Growth
County vs Statewide Average: 2010-2022 and 2022
Real* Local Government
Earnings Growth
North Carolina:
2010-2022 = 2.80%
2022 = 7.05%
This figure displays the 100 counties of North Carolina as dots on a scattergram, with the vertical axis representing the average annual real local government earnings growth rate over the long-term period (2010-2022), and the horizontal axis representing the real local government earnings growth rate for the near-term (2022).
This figure sets apart those counties whose long-term real local government earnings growth exceeded the statewide average of 2.80%, by portraying them in the top two quadrants demarcated at 2.80% on the vertical axis. County whose long-term average annual real local government earnings growth rate trailed the statewide average (2.80%) are distributed in the bottom two quadrants. In all, 26 counties surpassed the statewide average over 2010-2022, while 66 counties fell below.
Similarly, the two quadrants on the right of this figure present the positions of the 35 counties whose most recent (2022) real local government earnings growth rate exceeded the statewide average (7.05%). The two quadrants on the left feature those 57 counties whose real local government 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 2.80% over 2010-2022 and 7.05% over 2022:
Leading counties () (top-right quadrant)...are counties whose average annual real local government earnings growth rate surpassed the statewide average both long-term (2.80%) and near-term (7.05%).
Slipping counties () (top-left quadrant)...are counties whose long-term average annual real local government earnings growth rate exceeded the statewide average (2.80%), but whose near-term growth has "slipped" by falling below the North Carolina average (7.05%).
Gaining counties () (bottom-right quadrant)...are counties whose long-term average annual real local government earnings growth rate fell below the statewide average (2.80%), but whose near-term growth has "gained" by registering above the average (7.05%) statewide.
Lagging counties () (bottom-left quadrant)...are counties whose average annual real local government earnings growth rate fell under the statewide average both long-term (2.80%) and near-term (7.05%).
   
 
Summary of North Carolina's 100 County Totals
 
Short Term Average
 
 
Below
(7.05%)
Above
(7.05%)
 
Long
Term
Average
Above
(2.80%)
13
13
26
Below
(2.80%)
44
22
66
 
57
35
92
 
   
Leading Counties
2022 vs. 2010-2022 Averages
Leading Counties
white dot
North Carolina:
2010-2022 = 2.80%
2022 = 7.05%
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 local government earnings growth both long-term (2010-2022 = 2.80%) as well as near-term (2022 = 7.05%). Each is identified by its corresponding ranking based on it's average annual real local government earnings growth rate over 2010-2022.
Of North Carolina's 100 counties, just 13 (13%) 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 = 2.80%
2022 = 7.05%
This figure depicts the distribution of the 13 North Carolina counties classified as Slipping (top-left quadrant), in that their long-term average annual real local government earnings growth rate outpaced the average statewide (2010-2022 = 2.80%), while they trailed the statewide average near-term (2022 = 7.05%). Again, each county is identified by it's corresponding ranking based on its average annual real local government earnings growth rate over 2010-2022.
Only 13 (13%) 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 = 2.80%
2022 = 7.05%
This figure shows the distribution of the 22 North Carolina counties classified as Gaining (bottom-right quadrant), in that their long-term average annual real local government earnings growth rate posted below the average statewide (2010-2022 = 2.80%), while they outpaced North Carolina's average near-term (2022 = 7.05%). Again, each county is identified by its corresponding ranking based on its average annual real local government earnings growth rate over 2010-2022.
Of North Carolina's 100 counties, 22% (22) 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 = 2.80%
2022 = 7.05%
This figure depicts the distributions of the 44 North Carolina counties classified as Lagging (bottom-left quadrant). These counties trailed the statewide average annual real local government earnings growth both long-term (2010-2022 = 2.80%) as well as near-term (2022 = 7.05%). Again, each county is identified by its corresponding ranking based on it's average annual real local government earnings growth rate over 2010-2022.
44% of North Carolina's counties, 44 of 100, are characterized here as Lagging (). Those counties ranked by their long-term average include:
   
 
North Carolina
Real* Local Government Earnings Growth
County vs. Statewide Average
 
2010-2022
 
2022
 
 
Leading Counties
 
16
3.51
 
18
9.08
156,606
 
19
3.02
 
1
15.90
30,118
 
14
3.64
 
19
9.08
29,190
 
9
3.98
 
11
10.05
385,979
 
8
4.23
 
14
9.28
651,372
 
15
3.56
 
3
12.85
30,629
 
11
3.83
 
23
8.76
274,591
 
22
2.85
 
25
8.64
92,275
 
7
4.26
 
7
10.43
6,108,502
 
25
2.82
 
17
9.10
485,336
 
13
3.64
 
10
10.12
55,947
 
4
5.27
 
26
8.58
211,534
 
12
3.66
 
12
9.67
2,879,875
Slipping Counties
 
20
2.95
 
54
5.59
407,818
 
26
2.80
 
68
4.34
27,269
 
18
3.13
 
64
4.64
309,422
 
5
4.76
 
38
6.86
1,180,325
 
24
2.82
 
72
3.73
256,053
 
21
2.94
 
82
3.14
856,160
 
23
2.85
 
39
6.86
609,743
 
17
3.26
 
70
4.17
338,667
 
2
6.08
 
84
2.74
96,297
 
1
7.31
 
73
3.68
317,566
 
10
3.97
 
53
5.63
159,989
 
6
4.32
 
66
4.50
1,300,148
 
3
5.36
 
80
3.26
192,747
Gaining Counties
 
80
0.77
 
32
7.91
71,295
 
63
1.74
 
34
7.61
55,937
 
46
2.18
 
31
8.12
618,633
 
64
1.65
 
36
7.27
181,425
 
78
1.06
 
2
13.23
43,528
 
30
2.70
 
29
8.28
73,807
 
32
2.64
 
13
9.44
296,018
 
34
2.63
 
20
8.87
175,980
 
44
2.22
 
27
8.41
980,216
 
62
1.78
 
24
8.65
27,561
 
57
1.90
 
30
8.26
1,388,029
 
52
2.05
 
15
9.25
45,543
 
74
1.14
 
33
7.61
62,458
 
28
2.71
 
8
10.36
226,353
 
37
2.53
 
4
12.42
358,111
 
51
2.05
 
21
8.80
30,600
 
58
1.89
 
35
7.46
357,873
 
54
1.93
 
22
8.79
163,588
 
29
2.70
 
9
10.27
663,513
 
81
0.69
 
6
11.23
106,545
 
79
0.78
 
28
8.32
44,109
 
39
2.46
 
5
11.47
41,002
Lagging Counties
 
40
2.37
 
44
6.36
49,924
 
56
1.92
 
69
4.19
122,429
 
70
1.43
 
42
6.74
103,722
 
73
1.33
 
58
5.42
193,924
 
31
2.67
 
75
3.53
603,612
 
75
1.11
 
45
6.33
38,619
 
48
2.17
 
67
4.38
137,979
 
41
2.30
 
57
5.51
408,843
 
38
2.50
 
63
4.84
1,426,064
 
47
2.17
 
92
0.76
159,655
 
53
1.95
 
62
4.87
347,492
 
50
2.10
 
46
6.29
93,063
 
36
2.54
 
59
5.19
233,303
 
42
2.23
 
88
2.14
126,182
 
55
1.93
 
71
3.94
157,983
 
83
0.43
 
43
6.60
178,531
 
89
-0.78
 
61
4.95
139,267
 
77
1.10
 
74
3.66
18,992
 
33
2.63
 
81
3.16
550,793
 
45
2.20
 
87
2.36
153,286
 
59
1.88
 
41
6.84
228,384
 
43
2.22
 
52
5.72
97,370
 
85
0.08
 
96
-0.18
51,339
 
87
0.04
 
76
3.45
34,648
 
86
0.06
 
93
0.58
597,481
 
84
0.31
 
86
2.38
46,209
 
91
-1.96
 
85
2.61
117,668
 
49
2.13
 
40
6.85
32,693
 
76
1.10
 
95
0.15
85,384
 
65
1.60
 
89
1.26
291,363
 
61
1.84
 
47
6.26
119,176
 
82
0.55
 
79
3.34
190,663
 
67
1.56
 
91
0.87
300,634
 
60
1.87
 
65
4.51
199,148
 
69
1.43
 
51
5.81
108,701
 
68
1.55
 
94
0.42
91,470
 
35
2.57
 
60
5.07
257,073
 
27
2.73
 
37
6.91
78,287
 
72
1.33
 
77
3.45
13,237
 
92
-2.22
 
78
3.42
31,885
 
66
1.56
 
90
0.92
271,036
 
88
-0.48
 
55
5.56
140,355
 
90
-0.81
 
83
2.99
219,542
 
71
1.36
 
50
6.17
80,267
Undefined/Suppressed Counties
 
U
U
 
S
S
82,021
 
U
U
 
56
5.55
50,983
 
U
U
 
16
9.23
27,558
 
U
U
 
48
6.18
80,668
 
U
U
 
S
S
49,209
 
U
U
 
49
6.17
145,712
 
U
U
 
S
S
446,956
 
U
U
 
S
S
108,746
 
 
 
 
 
 
 
 
 
2.80
 
7.05
33,375,811
 
 
 
 
 
 
 
 
 
2.47
 
2.84
1,199,218,000
November 2023
REAP_PI_CA1600N_620320_LSGL
 
   
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