Leading, Slipping, Gaining, Lagging Analysis:
Assessing Arts, Entertainment, and Recreation Earnings Growth
Across Ohio Counties
Real* Arts, Entertainment, and Recreation
Earnings Growth
County vs Statewide Average: 2010-2022 and 2022
Real* Arts, Entertainment, and Recreation
Earnings Growth
Ohio:
2010-2022 = 6.05%
2022 = 30.66%
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 arts, entertainment, and recreation earnings 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 real arts, entertainment, and recreation earnings 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.
Real* Arts, Entertainment, and Recreation
Earnings Growth
County vs Statewide Average: 2010-2022 and 2022
Real* Arts, Entertainment, and Recreation
Earnings Growth
Ohio:
2010-2022 = 6.05%
2022 = 30.66%
This figure displays the 88 counties of Ohio as dots on a scattergram, with the vertical axis representing the average annual real arts, entertainment, and recreation earnings growth rate over the long-term period (2010-2022), and the horizontal axis representing the real arts, entertainment, and recreation earnings growth rate for the near-term (2022).
This figure sets apart those counties whose long-term real arts, entertainment, and recreation earnings growth exceeded the statewide average of 6.05%, by portraying them in the top two quadrants demarcated at 6.05% on the vertical axis. County whose long-term average annual real arts, entertainment, and recreation earnings growth rate trailed the statewide average (6.05%) are distributed in the bottom two quadrants. In all, 45 counties surpassed the statewide average over 2010-2022, while 24 counties fell below.
Similarly, the two quadrants on the right of this figure present the positions of the 18 counties whose most recent (2022) real arts, entertainment, and recreation earnings growth rate exceeded the statewide average (30.66%). The two quadrants on the left feature those 51 counties whose real arts, entertainment, and recreation earnings 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 6.05% over 2010-2022 and 30.66% over 2022:
Leading counties () (top-right quadrant)...are counties whose average annual real arts, entertainment, and recreation earnings growth rate surpassed the statewide average both long-term (6.05%) and near-term (30.66%).
Slipping counties () (top-left quadrant)...are counties whose long-term average annual real arts, entertainment, and recreation earnings growth rate exceeded the statewide average (6.05%), but whose near-term growth has "slipped" by falling below the Ohio average (30.66%).
Gaining counties () (bottom-right quadrant)...are counties whose long-term average annual real arts, entertainment, and recreation earnings growth rate fell below the statewide average (6.05%), but whose near-term growth has "gained" by registering above the average (30.66%) statewide.
Lagging counties () (bottom-left quadrant)...are counties whose average annual real arts, entertainment, and recreation earnings growth rate fell under the statewide average both long-term (6.05%) and near-term (30.66%).
   
 
Summary of Ohio's 88 County Totals
 
Short Term Average
 
 
Below
(30.66%)
Above
(30.66%)
 
Long
Term
Average
Above
(6.05%)
29
16
45
Below
(6.05%)
22
2
24
 
51
18
69
 
   
Leading Counties
2022 vs. 2010-2022 Averages
Leading Counties
white dot
Ohio:
2010-2022 = 6.05%
2022 = 30.66%
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 real arts, entertainment, and recreation earnings growth both long-term (2010-2022 = 6.05%) as well as near-term (2022 = 30.66%). Each is identified by its corresponding ranking based on it's average annual real arts, entertainment, and recreation earnings growth rate over 2010-2022.
Of Ohio's 88 counties, 16 (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
Ohio:
2010-2022 = 6.05%
2022 = 30.66%
This figure depicts the distribution of the 29 Ohio counties classified as Slipping (top-left quadrant), in that their long-term average annual real arts, entertainment, and recreation earnings growth rate outpaced the average statewide (2010-2022 = 6.05%), while they trailed the statewide average near-term (2022 = 30.66%). Again, each county is identified by it's corresponding ranking based on its average annual real arts, entertainment, and recreation earnings growth rate over 2010-2022.
Observe that 29 (33%) 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 = 6.05%
2022 = 30.66%
This figure shows the distribution of the 2 Ohio counties classified as Gaining (bottom-right quadrant), in that their long-term average annual real arts, entertainment, and recreation earnings growth rate posted below the average statewide (2010-2022 = 6.05%), while they outpaced Ohio's average near-term (2022 = 30.66%). Again, each county is identified by its corresponding ranking based on its average annual real arts, entertainment, and recreation earnings growth rate over 2010-2022.
Of Ohio's 88 counties, only 2% (2) 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 = 6.05%
2022 = 30.66%
This figure depicts the distributions of the 22 Ohio counties classified as Lagging (bottom-left quadrant). These counties trailed the statewide average annual real arts, entertainment, and recreation earnings growth both long-term (2010-2022 = 6.05%) as well as near-term (2022 = 30.66%). Again, each county is identified by its corresponding ranking based on it's average annual real arts, entertainment, and recreation earnings growth rate over 2010-2022.
25% of Ohio's counties, 22 of 88, are characterized here as Lagging (). Those counties ranked by their long-term average include:
   
 
Ohio
Real* Arts, Entertainment, and Recreation Earnings Growth
County vs. Statewide Average
 
2010-2022
 
2022
 
 
Leading Counties
 
7
15.76
 
5
52.47
3,615
 
39
6.56
 
17
35.54
10,930
 
11
11.50
 
10
42.95
3,691
 
22
8.65
 
11
41.85
1,840,727
 
16
9.34
 
16
36.27
38,472
 
12
11.18
 
20
31.76
1,904
 
6
15.90
 
13
38.43
7,431
 
8
15.31
 
6
48.24
2,274
 
2
20.53
 
4
61.03
6,166
 
1
24.67
 
1
100.52
185,996
 
25
8.22
 
19
32.42
14,549
 
5
18.33
 
14
38.33
4,825
 
44
6.11
 
21
31.03
33,707
 
29
8.01
 
18
33.26
4,503
 
10
11.72
 
8
45.34
5,764
 
3
19.14
 
7
47.70
490,879
Slipping Counties
 
40
6.29
 
33
23.95
18,577
 
17
9.04
 
48
17.74
7,864
 
21
8.67
 
61
13.41
9,068
 
37
6.76
 
39
20.11
3,786
 
42
6.18
 
41
19.34
7,085
 
24
8.43
 
42
18.98
101,517
 
28
8.06
 
34
23.56
3,487
 
36
6.80
 
22
30.30
5,539
 
31
7.85
 
32
23.96
45,390
 
4
18.83
 
23
30.19
13,122
 
43
6.14
 
69
8.32
7,408
 
15
9.96
 
66
9.57
5,131
 
27
8.10
 
53
16.87
169,907
 
35
7.31
 
27
27.83
22,389
 
30
7.91
 
62
13.06
622,546
 
38
6.70
 
30
24.52
1,112
 
13
10.96
 
54
15.68
2,103
 
34
7.45
 
31
24.06
1,135,675
 
14
10.12
 
77
1.34
3,559
 
19
9.00
 
58
13.85
5,721
 
33
7.78
 
44
18.75
41,930
 
26
8.11
 
46
18.02
185,448
 
45
6.10
 
56
14.81
39,962
 
23
8.45
 
76
1.98
3,806
 
41
6.20
 
38
20.14
89,787
 
32
7.84
 
47
17.81
201,846
 
20
8.90
 
29
24.76
11,764
 
9
14.57
 
28
25.63
9,677
 
18
9.03
 
25
29.30
25,218
Gaining Counties
 
69
-1.21
 
9
44.21
534,091
 
62
4.07
 
15
36.45
5,581
Lagging Counties
 
61
4.09
 
72
6.59
3,900
 
58
4.52
 
59
13.82
16,367
 
52
5.21
 
65
10.42
4,027
 
68
-0.25
 
79
-5.81
1,882
 
46
5.85
 
37
21.39
27,981
 
56
4.72
 
74
5.55
9,069
 
67
1.36
 
78
-4.05
1,136
 
55
4.87
 
35
23.48
9,498
 
64
3.74
 
70
8.32
40,290
 
53
5.00
 
75
4.80
44,109
 
66
1.39
 
71
7.81
4,406
 
63
3.76
 
57
14.17
3,425
 
50
5.48
 
43
18.94
127,281
 
51
5.44
 
26
28.45
14,859
 
57
4.55
 
60
13.56
33,851
 
54
4.87
 
67
9.52
17,817
 
59
4.51
 
49
17.70
6,615
 
60
4.19
 
55
15.64
9,237
 
65
2.41
 
64
10.58
18,735
 
49
5.66
 
40
19.97
2,721
 
47
5.79
 
68
8.55
11,829
 
48
5.68
 
36
21.88
635
Undefined/Suppressed Counties
 
U
U
 
24
30.02
2,200
 
U
U
 
52
17.04
8,771
 
U
U
 
51
17.57
475
 
U
U
 
63
12.15
2,999
 
U
U
 
S
S
7,812
 
U
U
 
50
17.60
1,570
 
U
U
 
73
5.69
7,524
 
U
U
 
S
S
S
 
U
U
 
S
S
S
 
U
U
 
S
S
S
 
U
U
 
S
S
S
 
U
U
 
S
S
344
 
U
U
 
12
40.94
1,105
 
U
U
 
S
S
270
 
U
U
 
3
68.65
3,577
 
U
U
 
S
S
S
 
U
U
 
S
S
S
 
U
U
 
45
18.40
5,527
 
U
U
 
2
84.60
1,307
 
 
 
 
 
 
 
 
 
6.05
 
30.66
6,459,958
 
 
 
 
 
 
 
 
 
6.31
 
26.15
203,533,000
November 2023
REAP_PI_CA1600N_611700_LSGL
 
   
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