Leading, Slipping, Gaining, Lagging Analysis:
Assessing Arts, Entertainment, and Recreation Employment Growth
Across Ohio Counties
Arts, Entertainment, and Recreation
Employment Growth
County vs Statewide Average: 2010-2022 and 2022
Arts, Entertainment, and Recreation
Employment Growth
Ohio:
2010-2022 = 1.67%
2022 = 5.29%
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 arts, entertainment, and recreation employment growth across all of Ohio's 88 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 Ohio Regional Economic Analysis Project report, we adopt this approach to gauge and compare the arts, entertainment, and recreation employment growth of Ohio's 88 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.
Arts, Entertainment, and Recreation
Employment Growth
County vs Statewide Average: 2010-2022 and 2022
Arts, Entertainment, and Recreation
Employment Growth
Ohio:
2010-2022 = 1.67%
2022 = 5.29%
This figure displays the 88 counties of Ohio as dots on a scattergram, with the vertical axis representing the average annual arts, entertainment, and recreation employment growth rate over the long-term period (2010-2022), and the horizontal axis representing the arts, entertainment, and recreation employment growth rate for the near-term (2022).
This figure sets apart those counties whose long-term arts, entertainment, and recreation employment growth exceeded the statewide average of 1.67%, by portraying them in the top two quadrants demarcated at 1.67% on the vertical axis. County whose long-term average annual arts, entertainment, and recreation employment growth rate trailed the statewide average (1.67%) are distributed in the bottom two quadrants. In all, 21 counties surpassed the statewide average over 2010-2022, while 48 counties fell below.
Similarly, the two quadrants on the right of this figure present the positions of the 22 counties whose most recent (2022) arts, entertainment, and recreation employment growth rate exceeded the statewide average (5.29%). The two quadrants on the left feature those 47 counties whose arts, entertainment, and recreation employment growth over 2022 trailed the statewide average.
Accordingly, each quadrant portrays the performance of all 88 counties corresponding with their long-term (2010-2022) and near-term (2022) performance relative to their respective statewide averages of 1.67% over 2010-2022 and 5.29% over 2022:
Leading counties () (top-right quadrant)...are counties whose average annual arts, entertainment, and recreation employment growth rate surpassed the statewide average both long-term (1.67%) and near-term (5.29%).
Slipping counties () (top-left quadrant)...are counties whose long-term average annual arts, entertainment, and recreation employment growth rate exceeded the statewide average (1.67%), but whose near-term growth has "slipped" by falling below the Ohio average (5.29%).
Gaining counties () (bottom-right quadrant)...are counties whose long-term average annual arts, entertainment, and recreation employment growth rate fell below the statewide average (1.67%), but whose near-term growth has "gained" by registering above the average (5.29%) statewide.
Lagging counties () (bottom-left quadrant)...are counties whose average annual arts, entertainment, and recreation employment growth rate fell under the statewide average both long-term (1.67%) and near-term (5.29%).
   
 
Summary of Ohio's 88 County Totals
 
Short Term Average
 
 
Below
(5.29%)
Above
(5.29%)
 
Long
Term
Average
Above
(1.67%)
6
15
21
Below
(1.67%)
41
7
48
 
47
22
69
 
   
Leading Counties
2022 vs. 2010-2022 Averages
Leading Counties
white dot
Ohio:
2010-2022 = 1.67%
2022 = 5.29%
Turning attention to the top-right quadrant from the discussion above, this figure features the distribution of the Ohio counties classified as Leading. These counties surpassed Ohio's average annual arts, entertainment, and recreation employment growth both long-term (2010-2022 = 1.67%) as well as near-term (2022 = 5.29%). Each is identified by its corresponding ranking based on it's average annual arts, entertainment, and recreation employment growth rate over 2010-2022.
Of Ohio's 88 counties, 15 (17%) are classified within the Leading () category. Those counties ranked by their long-term average include:
Slipping Counties
2022 vs. 2010-2022 Averages
Slipping Counties
Ohio:
2010-2022 = 1.67%
2022 = 5.29%
This figure depicts the distribution of the 6 Ohio counties classified as Slipping (top-left quadrant), in that their long-term average annual arts, entertainment, and recreation employment growth rate outpaced the average statewide (2010-2022 = 1.67%), while they trailed the statewide average near-term (2022 = 5.29%). Again, each county is identified by it's corresponding ranking based on its average annual arts, entertainment, and recreation employment growth rate over 2010-2022.
Only 6 (7%) of Ohio's 88 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
Ohio:
2010-2022 = 1.67%
2022 = 5.29%
This figure shows the distribution of the 7 Ohio counties classified as Gaining (bottom-right quadrant), in that their long-term average annual arts, entertainment, and recreation employment growth rate posted below the average statewide (2010-2022 = 1.67%), while they outpaced Ohio's average near-term (2022 = 5.29%). Again, each county is identified by its corresponding ranking based on its average annual arts, entertainment, and recreation employment growth rate over 2010-2022.
Of Ohio's 88 counties, only 8% (7) are featured as Gaining (). Those counties ranked by their long-term average include:
Lagging Counties
2022 vs. 2010-2022 Averages
Lagging Counties
white dot
Ohio:
2010-2022 = 1.67%
2022 = 5.29%
This figure depicts the distributions of the 41 Ohio counties classified as Lagging (bottom-left quadrant). These counties trailed the statewide average annual arts, entertainment, and recreation employment growth both long-term (2010-2022 = 1.67%) as well as near-term (2022 = 5.29%). Again, each county is identified by its corresponding ranking based on it's average annual arts, entertainment, and recreation employment growth rate over 2010-2022.
47% of Ohio's counties, 41 of 88, are characterized here as Lagging (). Those counties ranked by their long-term average include:
   
 
Ohio
Arts, Entertainment, and Recreation Employment Growth
County vs. Statewide Average
 
2010-2022
 
2022
 
 
Leading Counties
 
16
2.26
 
24
5.56
285
 
1
7.03
 
12
6.90
434
 
13
2.59
 
18
6.53
5,203
 
7
3.15
 
10
7.44
4,176
 
9
2.95
 
23
5.84
1,304
 
14
2.53
 
25
5.46
19,325
 
20
1.71
 
7
8.21
1,726
 
11
2.77
 
15
6.83
17,792
 
12
2.59
 
3
15.50
149
 
17
1.82
 
13
6.88
6,117
 
4
3.79
 
1
20.38
2,983
 
18
1.81
 
17
6.54
228
 
2
6.34
 
14
6.85
624
 
8
3.01
 
2
20.14
173
 
5
3.60
 
9
7.87
6,014
Slipping Counties
 
19
1.74
 
46
2.49
4,036
 
10
2.94
 
42
3.14
296
 
21
1.70
 
68
-2.48
118
 
6
3.25
 
75
-4.52
211
 
15
2.26
 
29
4.96
127
 
3
5.46
 
57
1.13
268
Gaining Counties
 
37
1.17
 
6
9.14
418
 
23
1.56
 
5
11.31
187
 
31
1.43
 
20
6.29
20,571
 
22
1.65
 
11
7.42
463
 
48
0.63
 
19
6.51
229
 
38
1.17
 
8
7.91
5,798
 
62
-0.31
 
21
5.97
674
Lagging Counties
 
58
0.01
 
45
2.62
862
 
24
1.55
 
78
-5.77
408
 
33
1.37
 
49
2.26
588
 
34
1.29
 
63
0.00
503
 
36
1.24
 
50
2.14
334
 
54
0.25
 
70
-3.33
174
 
60
-0.24
 
55
1.54
858
 
30
1.44
 
27
5.10
2,041
 
64
-0.46
 
53
1.93
582
 
42
0.83
 
73
-4.10
257
 
53
0.28
 
61
0.50
202
 
66
-0.76
 
77
-4.71
162
 
63
-0.43
 
76
-4.64
1,049
 
47
0.64
 
32
4.40
166
 
49
0.45
 
62
0.17
601
 
68
-2.04
 
74
-4.20
114
 
59
-0.11
 
79
-12.82
136
 
45
0.69
 
69
-2.89
336
 
55
0.15
 
31
4.46
422
 
46
0.69
 
33
4.27
2,295
 
26
1.53
 
58
1.05
1,732
 
32
1.43
 
60
0.58
2,774
 
67
-1.47
 
36
4.10
305
 
44
0.70
 
64
-0.05
2,024
 
52
0.30
 
56
1.17
260
 
35
1.27
 
40
3.30
814
 
40
1.12
 
35
4.15
929
 
69
-2.76
 
51
2.04
250
 
61
-0.29
 
37
3.76
1,489
 
28
1.46
 
52
2.02
1,061
 
65
-0.60
 
44
2.88
393
 
56
0.08
 
47
2.44
461
 
51
0.31
 
28
5.05
312
 
39
1.12
 
65
-0.40
248
 
29
1.44
 
38
3.68
3,692
 
41
0.92
 
43
2.96
7,484
 
50
0.44
 
30
4.73
1,594
 
27
1.46
 
59
0.89
682
 
25
1.55
 
41
3.24
892
 
43
0.82
 
54
1.65
1,230
 
57
0.03
 
67
-1.27
78
Undefined/Suppressed Counties
 
U
U
 
66
-0.90
110
 
U
U
 
34
4.27
464
 
U
U
 
22
5.88
54
 
U
U
 
26
5.34
217
 
U
U
 
S
S
413
 
U
U
 
16
6.74
206
 
U
U
 
71
-3.40
426
 
U
U
 
S
S
S
 
U
U
 
S
S
S
 
U
U
 
S
S
S
 
U
U
 
S
S
S
 
U
U
 
S
S
52
 
U
U
 
39
3.33
124
 
U
U
 
S
S
70
 
U
U
 
72
-3.59
161
 
U
U
 
S
S
S
 
U
U
 
S
S
S
 
U
U
 
48
2.32
397
 
U
U
 
4
12.39
127
 
 
 
 
 
 
 
 
 
1.67
 
5.29
144,046
 
 
 
 
 
 
 
 
 
1.54
 
7.36
4,457,300
November 2023
REAP_PI_CA1500N_511700_LSGL
 
   
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