Leading, Slipping, Gaining, Lagging Analysis:
Diagnosing Employment Growth
Across North Carolina Counties
Employment Growth by County
County vs Statewide Average: 2010-2021 and 2021
Employment Growth by County
North Carolina:
2010-2021 = 1.62%
2021 = 4.35%
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 employment 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 employment growth of North Carolina's 100 counties over the year (2021) against the backdrop of their growth over the long term period (2010-2021). In so doing we classify their growth and performance into 4 broad categories: Leading, Slipping, Gaining and Lagging.
Employment Growth by County
County vs Statewide Average: 2010-2021 and 2021
Employment Growth by County
white dot
North Carolina:
2010-2021 = 1.62%
2021 = 4.35%
This figure displays the 100 counties of North Carolina as dots on a scattergram, with the vertical axis representing the average annual employment growth rate over the long-term period (2010-2021), and the horizontal axis representing the employment growth rate for the near-term (2021).
This figure sets apart those counties whose long-term employment growth exceeded the statewide average of 1.62%, by portraying them in the top two quadrants demarcated at 1.62% on the vertical axis. County whose long-term average annual employment growth rate trailed the statewide average (1.62%) are distributed in the bottom two quadrants. In all, 21 counties surpassed the statewide average over 2010-2021, while 79 counties fell below.
Similarly, the two quadrants on the right of this figure present the positions of the 32 counties whose most recent (2021) employment growth rate exceeded the statewide average (4.35%). The two quadrants on the left feature those 68 counties whose employment growth over 2021 trailed the statewide average.
Accordingly, each quadrant portrays the performance of all 100 counties corresponding with their long-term (2010-2021) and near-term (2021) performance relative to their respective statewide averages of 1.62% over 2010-2021 and 4.35% over 2021:
Leading counties () (top-right quadrant)...are the seventeen counties whose average annual employment growth rate surpassed the statewide average both long-term (1.62%) and near-term (4.35%).
Slipping counties () (top-left quadrant)...are the four counties whose long-term average annual employment growth rate exceeded the statewide average (1.62%), but whose near-term growth has "slipped" by falling below the North Carolina average (4.35%).
Gaining counties () (bottom-right quadrant)...are the fifteen counties whose long-term average annual employment growth rate fell below the statewide average (1.62%), but whose near-term growth has "gained" by registering above the average (4.35%) statewide.
Lagging counties () (bottom-left quadrant)...are the sixty-four counties whose average annual employment growth rate fell under the statewide average both long-term (1.62%) and near-term (4.35%).
   
 
Summary of North Carolina's 100 County Totals
 
Short Term Average
 
 
Below
(4.35%)
Above
(4.35%)
 
Long
Term
Average
Above
(1.62%)
4
17
21
Below
(1.62%)
64
15
79
 
68
32
100
 
   
Leading Counties
2021 vs. 2010-2021 Averages
Leading Counties
white dot
North Carolina:
2010-2021 = 1.62%
2021 = 4.35%
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 employment growth both long-term (2010-2021 = 1.62%) as well as near-term (2021 = 4.35%). Each is identified by its corresponding ranking based on its average annual employment growth rate over 2010-2021 as noted in the table below.
Of North Carolina's 100 counties, 17 (17%) are classified within the Leading () category. Those counties ranked by their long-term average include:
NOTE: Click on any county name to highlight its position in the chart above.
Slipping Counties
2021 vs. 2010-2021 Averages
Slipping Counties
white dot
North Carolina:
2010-2021 = 1.62%
2021 = 4.35%
This figure depicts the distribution of the 4 North Carolina counties classified as Slipping (top-left quadrant), in that their long-term average annual employment growth rate outpaced the average statewide (2010-2021 = 1.62%), while they trailed the statewide average near-term (2021 = 4.35%). Again, each county is identified by it's corresponding ranking based on its average annual employment growth rate over 2010-2021.
Only 4 ( 4%) of North Carolina's 100 counties are classified as Slipping (). Those counties ranked by their long-term average include:
NOTE: Click on any county name to highlight its position in the chart above.
Gaining Counties
2021 vs. 2010-2021 Averages
Gaining Counties
white dot
North Carolina:
2010-2021 = 1.62%
2021 = 4.35%
This figure shows the distribution of the 15 North Carolina counties classified as Gaining (bottom-right quadrant), in that their long-term average annual employment growth rate posted below the average statewide (2010-2021 = 1.62%), while they outpaced North Carolina's average near-term (2021 = 4.35%). Again, each county is identified by its corresponding ranking based on its average annual employment growth rate over 2010-2021.
Of North Carolina's 100 counties, only 15% (15) are featured as Gaining (). Those counties ranked by their long-term average include:
NOTE: Click on any county name to highlight its position in the chart above.
Lagging Counties
2021 vs. 2010-2021 Averages
Lagging Counties
white dot
North Carolina:
2010-2021 = 1.62%
2021 = 4.35%
This figure depicts the distributions of the 64 North Carolina counties classified as Lagging (bottom-left quadrant). These counties trailed the statewide average annual employment growth both long-term (2010-2021 = 1.62%) as well as near-term (2021 = 4.35%). Again, each county is identified by its corresponding ranking based on it's average annual employment growth rate over 2010-2021.
64% of North Carolina's counties, 64 of 100, are characterized here as Lagging (). Those counties ranked by their long-term average include:
NOTE: Click on any county name to highlight its position in the chart above.
   
 
North Carolina
Employment Growth
County vs. Statewide Average
 
2010-2021
 
2021
 
 
Leading Counties
 
8
2.63
 
3
7.93
60,330
 
17
2.05
 
7
6.56
192,736
 
7
2.65
 
5
7.78
116,298
 
16
2.07
 
12
5.67
29,983
 
5
2.71
 
4
7.80
12,069
 
14
2.12
 
30
4.58
19,995
 
12
2.28
 
24
4.92
291,797
 
18
1.89
 
13
5.62
23,041
 
15
2.08
 
27
4.67
44,185
 
10
2.42
 
31
4.51
111,490
 
2
3.29
 
15
5.43
88,272
 
11
2.30
 
25
4.88
38,345
 
3
2.98
 
29
4.60
991,349
 
13
2.16
 
20
5.10
171,753
 
1
3.42
 
2
8.39
24,213
 
6
2.70
 
16
5.39
109,406
 
4
2.96
 
9
6.20
831,942
Slipping Counties
 
9
2.51
 
33
4.32
14,979
 
21
1.64
 
50
3.39
3,019
 
20
1.83
 
36
4.21
54,966
 
19
1.85
 
64
2.67
107,128
Gaining Counties
 
25
1.40
 
18
5.25
88,322
 
51
0.66
 
26
4.68
14,167
 
58
0.37
 
22
5.08
10,557
 
71
0.11
 
21
5.09
23,125
 
40
0.87
 
8
6.39
30,488
 
96
-0.97
 
14
5.45
21,504
 
22
1.61
 
17
5.36
104,436
 
46
0.78
 
32
4.42
18,079
 
88
-0.45
 
10
6.00
7,086
 
49
0.68
 
1
8.66
5,284
 
37
0.95
 
28
4.64
9,093
 
32
1.00
 
19
5.18
69,718
 
42
0.85
 
6
7.34
8,683
 
36
0.97
 
23
4.96
35,328
 
52
0.57
 
11
5.85
15,309
Lagging Counties
 
65
0.15
 
51
3.30
5,887
 
85
-0.36
 
95
-0.59
9,563
 
78
-0.05
 
58
2.92
13,116
 
99
-1.42
 
98
-2.42
7,545
 
48
0.72
 
59
2.91
17,825
 
60
0.34
 
76
1.84
39,409
 
67
0.15
 
91
0.25
34,743
 
100
-1.43
 
88
0.88
2,646
 
34
0.98
 
37
4.16
37,653
 
72
0.05
 
92
0.15
5,491
 
38
0.94
 
41
3.98
112,137
 
82
-0.14
 
66
2.42
12,004
 
81
-0.14
 
38
4.16
6,917
 
55
0.44
 
63
2.71
4,024
 
35
0.97
 
60
2.89
47,772
 
80
-0.13
 
82
1.55
22,734
 
79
-0.06
 
74
2.04
60,099
 
56
0.44
 
45
3.60
213,619
 
26
1.29
 
49
3.44
67,348
 
62
0.19
 
87
1.23
24,888
 
39
0.90
 
42
3.95
254,143
 
45
0.80
 
100
-4.09
2,951
 
93
-0.78
 
56
3.07
3,252
 
30
1.03
 
67
2.31
28,266
 
29
1.11
 
48
3.48
6,964
 
27
1.14
 
47
3.54
384,706
 
95
-0.97
 
89
0.62
20,143
 
47
0.76
 
39
4.15
27,688
 
24
1.45
 
54
3.11
58,656
 
90
-0.50
 
99
-2.62
11,079
 
53
0.54
 
72
2.11
3,100
 
23
1.49
 
55
3.08
24,277
 
41
0.86
 
61
2.88
34,871
 
44
0.84
 
83
1.54
36,083
 
50
0.68
 
79
1.64
20,618
 
57
0.40
 
46
3.55
8,178
 
97
-1.21
 
97
-1.69
9,342
 
43
0.85
 
80
1.64
12,590
 
68
0.14
 
69
2.21
52,588
 
92
-0.54
 
96
-1.08
7,129
 
70
0.12
 
34
4.29
115,094
 
83
-0.18
 
73
2.08
22,006
 
33
0.99
 
52
3.24
4,204
 
69
0.13
 
62
2.84
14,414
 
28
1.13
 
53
3.12
104,870
 
74
0.03
 
75
1.96
63,466
 
64
0.17
 
44
3.69
18,416
 
77
-0.02
 
81
1.61
53,501
 
91
-0.53
 
71
2.14
35,284
 
63
0.17
 
35
4.27
27,003
 
76
0.00
 
78
1.68
25,982
 
89
-0.46
 
43
3.79
14,991
 
61
0.33
 
70
2.15
27,305
 
59
0.36
 
90
0.49
13,536
 
66
0.15
 
68
2.31
38,518
 
54
0.54
 
40
4.03
15,629
 
94
-0.90
 
86
1.28
1,583
 
86
-0.38
 
57
2.99
18,841
 
87
-0.44
 
93
0.13
5,210
 
98
-1.22
 
85
1.46
4,233
 
75
0.00
 
84
1.50
59,741
 
84
-0.33
 
94
-0.04
29,497
 
73
0.05
 
77
1.69
47,219
 
31
1.03
 
65
2.60
7,543
 
 
 
 
 
 
 
 
 
1.62
 
4.35
6,318,605
 
 
 
 
 
 
 
 
 
1.31
 
3.82
202,752,100
November 2023
REAP_PI_CA1400_1000_LSGL
 
   
Copyright © 2023. Pacific Northwest Regional Economic Analysis Project (PNREAP). All Rights Reserved.

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