Leading, Slipping, Gaining, Lagging Analysis:
Assessing State Government Employment Growth
Across Kentucky Counties
State Government
Employment Growth
County vs Statewide Average: 2010-2022 and 2022
State Government
Employment Growth
Kentucky:
2010-2022 = -0.70%
2022 = -0.52%
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 state government employment growth across all of Kentucky's 120 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 Kentucky Regional Economic Analysis Project report, we adopt this approach to gauge and compare the state government employment growth of Kentucky's 120 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.
State Government
Employment Growth
County vs Statewide Average: 2010-2022 and 2022
State Government
Employment Growth
Kentucky:
2010-2022 = -0.70%
2022 = -0.52%
This figure displays the 120 counties of Kentucky as dots on a scattergram, with the vertical axis representing the average annual state government employment growth rate over the long-term period (2010-2022), and the horizontal axis representing the state government employment growth rate for the near-term (2022).
This figure sets apart those counties whose long-term state government employment growth exceeded the statewide average of -0.70%, by portraying them in the top two quadrants demarcated at -0.70% on the vertical axis. County whose long-term average annual state government employment growth rate trailed the statewide average (-0.70%) are distributed in the bottom two quadrants. In all, 58 counties surpassed the statewide average over 2010-2022, while 55 counties fell below.
Similarly, the two quadrants on the right of this figure present the positions of the 58 counties whose most recent (2022) state government employment growth rate exceeded the statewide average (-0.52%). The two quadrants on the left feature those 55 counties whose state government employment growth over 2022 trailed the statewide average.
Accordingly, each quadrant portrays the performance of all 120 counties corresponding with their long-term (2010-2022) and near-term (2022) performance relative to their respective statewide averages of -0.70% over 2010-2022 and -0.52% over 2022:
Leading counties () (top-right quadrant)...are counties whose average annual state government employment growth rate surpassed the statewide average both long-term (-0.70%) and near-term (-0.52%).
Slipping counties () (top-left quadrant)...are counties whose long-term average annual state government employment growth rate exceeded the statewide average (-0.70%), but whose near-term growth has "slipped" by falling below the Kentucky average (-0.52%).
Gaining counties () (bottom-right quadrant)...are counties whose long-term average annual state government employment growth rate fell below the statewide average (-0.70%), but whose near-term growth has "gained" by registering above the average (-0.52%) statewide.
Lagging counties () (bottom-left quadrant)...are counties whose average annual state government employment growth rate fell under the statewide average both long-term (-0.70%) and near-term (-0.52%).
   
 
Summary of Kentucky's 120 County Totals
 
Short Term Average
 
 
Below
(-0.52%)
Above
(-0.52%)
 
Long
Term
Average
Above
(-0.70%)
15
43
58
Below
(-0.70%)
40
15
55
 
55
58
113
 
   
Leading Counties
2022 vs. 2010-2022 Averages
Leading Counties
white dot
Kentucky:
2010-2022 = -0.70%
2022 = -0.52%
Turning attention to the top-right quadrant from the discussion above, this figure features the distribution of the Kentucky counties classified as Leading. These counties surpassed Kentucky's average annual state government employment growth both long-term (2010-2022 = -0.70%) as well as near-term (2022 = -0.52%). Each is identified by its corresponding ranking based on it's average annual state government employment growth rate over 2010-2022.
Of Kentucky's 120 counties, 43 (36%) are classified within the Leading () category. Those counties ranked by their long-term average include:
Slipping Counties
2022 vs. 2010-2022 Averages
Slipping Counties
Kentucky:
2010-2022 = -0.70%
2022 = -0.52%
This figure depicts the distribution of the 15 Kentucky counties classified as Slipping (top-left quadrant), in that their long-term average annual state government employment growth rate outpaced the average statewide (2010-2022 = -0.70%), while they trailed the statewide average near-term (2022 = -0.52%). Again, each county is identified by it's corresponding ranking based on its average annual state government employment growth rate over 2010-2022.
Only 15 (13%) of Kentucky's 120 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
Kentucky:
2010-2022 = -0.70%
2022 = -0.52%
This figure shows the distribution of the 15 Kentucky counties classified as Gaining (bottom-right quadrant), in that their long-term average annual state government employment growth rate posted below the average statewide (2010-2022 = -0.70%), while they outpaced Kentucky's average near-term (2022 = -0.52%). Again, each county is identified by its corresponding ranking based on its average annual state government employment growth rate over 2010-2022.
Of Kentucky's 120 counties, only 13% (15) are featured as Gaining (). Those counties ranked by their long-term average include:
Lagging Counties
2022 vs. 2010-2022 Averages
Lagging Counties
white dot
Kentucky:
2010-2022 = -0.70%
2022 = -0.52%
This figure depicts the distributions of the 40 Kentucky counties classified as Lagging (bottom-left quadrant). These counties trailed the statewide average annual state government employment growth both long-term (2010-2022 = -0.70%) as well as near-term (2022 = -0.52%). Again, each county is identified by its corresponding ranking based on it's average annual state government employment growth rate over 2010-2022.
33% of Kentucky's counties, 40 of 120, are characterized here as Lagging (). Those counties ranked by their long-term average include:
   
 
Kentucky
State Government Employment Growth
County vs. Statewide Average
 
2010-2022
 
2022
 
 
Leading Counties
 
52
-0.38
 
39
1.28
237
 
2
5.64
 
1
43.75
184
 
10
1.52
 
50
0.00
47
 
51
-0.35
 
32
2.39
3,125
 
37
-0.03
 
50
0.00
71
 
29
0.38
 
37
1.65
123
 
5
1.97
 
50
0.00
47
 
42
-0.10
 
27
3.44
271
 
4
2.33
 
9
8.75
87
 
11
1.46
 
41
1.21
29,517
 
39
-0.04
 
24
4.23
148
 
35
0.09
 
31
2.62
824
 
15
1.02
 
16
6.06
35
 
18
0.70
 
50
0.00
74
 
57
-0.57
 
17
5.88
144
 
9
1.54
 
45
0.81
620
 
20
0.66
 
35
2.02
101
 
34
0.22
 
10
8.62
63
 
8
1.69
 
22
5.00
84
 
32
0.24
 
44
0.90
336
 
33
0.24
 
29
2.78
74
 
40
-0.07
 
50
0.00
72
 
25
0.44
 
12
7.41
87
 
56
-0.53
 
15
6.38
50
 
14
1.03
 
28
3.23
96
 
36
-0.03
 
50
0.00
69
 
19
0.69
 
4
12.64
98
 
41
-0.08
 
8
9.52
46
 
38
-0.04
 
50
0.00
73
 
30
0.34
 
19
5.66
112
 
6
1.81
 
6
10.53
42
 
7
1.76
 
2
24.07
67
 
54
-0.51
 
43
1.10
551
 
27
0.40
 
50
0.00
84
 
3
4.46
 
3
18.01
190
 
53
-0.45
 
50
0.00
75
 
45
-0.19
 
47
0.66
152
 
12
1.40
 
23
4.65
45
 
17
0.73
 
7
10.34
64
 
26
0.44
 
13
7.27
59
 
49
-0.23
 
40
1.23
164
 
48
-0.22
 
20
5.26
60
 
55
-0.52
 
50
0.00
55
Slipping Counties
 
16
0.90
 
68
-1.47
67
 
31
0.31
 
111
-7.67
313
 
13
1.21
 
93
-3.65
211
 
44
-0.13
 
71
-1.75
224
 
28
0.38
 
105
-5.44
139
 
47
-0.21
 
94
-3.85
100
 
22
0.57
 
86
-3.07
158
 
43
-0.11
 
75
-1.92
51
 
21
0.57
 
72
-1.80
109
 
46
-0.20
 
104
-5.41
70
 
24
0.52
 
101
-5.00
38
 
58
-0.65
 
83
-3.03
64
 
1
6.28
 
67
-1.46
405
 
50
-0.34
 
74
-1.85
53
 
23
0.57
 
106
-5.71
33
Gaining Counties
 
88
-1.74
 
46
0.72
281
 
68
-0.85
 
50
0.00
185
 
84
-1.66
 
17
5.88
90
 
109
-3.36
 
61
-0.51
784
 
69
-0.93
 
14
6.98
46
 
70
-0.96
 
26
3.60
144
 
94
-2.07
 
34
2.04
100
 
63
-0.76
 
48
0.64
474
 
96
-2.30
 
38
1.35
3,592
 
73
-1.09
 
20
5.26
60
 
62
-0.74
 
42
1.14
89
 
105
-2.97
 
36
1.96
104
 
103
-2.89
 
5
11.11
100
 
92
-1.92
 
49
0.25
3,936
 
77
-1.31
 
25
4.05
360
Lagging Counties
 
106
-3.26
 
103
-5.29
340
 
93
-1.99
 
65
-1.03
386
 
80
-1.52
 
98
-4.55
42
 
76
-1.20
 
63
-0.75
795
 
66
-0.84
 
66
-1.29
536
 
90
-1.80
 
88
-3.23
90
 
98
-2.56
 
116
-21.90
82
 
67
-0.85
 
83
-3.03
96
 
104
-2.95
 
80
-2.70
108
 
108
-3.35
 
109
-6.91
754
 
61
-0.72
 
82
-2.90
67
 
65
-0.80
 
99
-4.88
39
 
74
-1.15
 
87
-3.22
10,157
 
87
-1.74
 
76
-2.33
42
 
85
-1.69
 
107
-6.62
254
 
71
-0.97
 
100
-4.98
1,146
 
99
-2.60
 
96
-4.27
426
 
107
-3.26
 
110
-7.00
771
 
82
-1.54
 
73
-1.85
12,819
 
110
-3.46
 
112
-8.64
296
 
64
-0.79
 
79
-2.68
909
 
89
-1.77
 
83
-3.03
128
 
83
-1.54
 
108
-6.82
41
 
86
-1.71
 
114
-10.53
68
 
102
-2.73
 
102
-5.07
449
 
81
-1.52
 
89
-3.25
1,042
 
59
-0.71
 
69
-1.59
62
 
91
-1.89
 
69
-1.59
62
 
101
-2.70
 
90
-3.31
175
 
112
-3.98
 
64
-0.92
432
 
60
-0.71
 
95
-4.26
45
 
78
-1.33
 
77
-2.42
443
 
72
-1.03
 
81
-2.72
358
 
100
-2.62
 
97
-4.38
131
 
113
-5.25
 
113
-9.83
734
 
79
-1.48
 
91
-3.44
871
 
75
-1.20
 
62
-0.68
1,021
 
97
-2.53
 
78
-2.67
1,789
 
111
-3.75
 
115
-11.54
115
 
95
-2.25
 
92
-3.59
188
Undefined/Suppressed Counties
 
U
U
 
30
2.63
39
 
U
U
 
11
8.33
39
 
U
U
 
33
2.12
2,118
 
U
U
 
S
S
S
 
U
U
 
S
S
S
 
U
U
 
S
S
37
 
U
U
 
S
S
S
 
 
 
 
 
 
 
 
 
-0.70
 
-0.52
91,546
 
 
 
 
 
 
 
 
 
-0.09
 
-0.04
5,279,000
November 2023
REAP_PI_CA1500N_520310_LSGL
 
   
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