Leading, Slipping, Gaining, Lagging Analysis:
Assessing Farm Earnings Growth
Across Virginia Counties
Real* Farm
Earnings Growth
County vs Statewide Average: 2010-2022 and 2022
Real* Farm
Earnings Growth
Virginia:
2010-2022 = 24.99%
2022 = 72.88%
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 farm earnings growth across all of Virginia's 82 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 Virginia Regional Economic Analysis Project report, we adopt this approach to gauge and compare the real farm earnings growth of Virginia's 82 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* Farm
Earnings Growth
County vs Statewide Average: 2010-2022 and 2022
Real* Farm
Earnings Growth
Virginia:
2010-2022 = 24.99%
2022 = 72.88%
This figure displays the 82 counties of Virginia as dots on a scattergram, with the vertical axis representing the average annual real farm earnings growth rate over the long-term period (2010-2022), and the horizontal axis representing the real farm earnings growth rate for the near-term (2022).
This figure sets apart those counties whose long-term real farm earnings growth exceeded the statewide average of 24.99%, by portraying them in the top two quadrants demarcated at 24.99% on the vertical axis. County whose long-term average annual real farm earnings growth rate trailed the statewide average (24.99%) are distributed in the bottom two quadrants. In all, 30 counties surpassed the statewide average over 2010-2022, while 52 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 farm earnings growth rate exceeded the statewide average (72.88%). The two quadrants on the left feature those 64 counties whose real farm earnings growth over 2022 trailed the statewide average.
Accordingly, each quadrant portrays the performance of all 82 counties corresponding with their long-term (2010-2022) and near-term (2022) performance relative to their respective statewide averages of 24.99% over 2010-2022 and 72.88% over 2022:
Leading counties () (top-right quadrant)...are counties whose average annual real farm earnings growth rate surpassed the statewide average both long-term (24.99%) and near-term (72.88%).
Slipping counties () (top-left quadrant)...are counties whose long-term average annual real farm earnings growth rate exceeded the statewide average (24.99%), but whose near-term growth has "slipped" by falling below the Virginia average (72.88%).
Gaining counties () (bottom-right quadrant)...are counties whose long-term average annual real farm earnings growth rate fell below the statewide average (24.99%), but whose near-term growth has "gained" by registering above the average (72.88%) statewide.
Lagging counties () (bottom-left quadrant)...are counties whose average annual real farm earnings growth rate fell under the statewide average both long-term (24.99%) and near-term (72.88%).
   
 
Summary of Virginia's 82 County Totals
 
Short Term Average
 
 
Below
(72.88%)
Above
(72.88%)
 
Long
Term
Average
Above
(24.99%)
15
15
30
Below
(24.99%)
49
3
52
 
64
18
82
 
   
Leading Counties
2022 vs. 2010-2022 Averages
Leading Counties
white dot
Virginia:
2010-2022 = 24.99%
2022 = 72.88%
Turning attention to the top-right quadrant from the discussion above, this figure features the distribution of the Virginia counties classified as Leading. These counties surpassed Virginia's average annual real farm earnings growth both long-term (2010-2022 = 24.99%) as well as near-term (2022 = 72.88%). Each is identified by its corresponding ranking based on it's average annual real farm earnings growth rate over 2010-2022.
Of Virginia's 82 counties, 15 (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
Virginia:
2010-2022 = 24.99%
2022 = 72.88%
This figure depicts the distribution of the 15 Virginia counties classified as Slipping (top-left quadrant), in that their long-term average annual real farm earnings growth rate outpaced the average statewide (2010-2022 = 24.99%), while they trailed the statewide average near-term (2022 = 72.88%). Again, each county is identified by it's corresponding ranking based on its average annual real farm earnings growth rate over 2010-2022.
Observe that 15 (18%) of Virginia's 82 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
Virginia:
2010-2022 = 24.99%
2022 = 72.88%
This figure shows the distribution of the 3 Virginia counties classified as Gaining (bottom-right quadrant), in that their long-term average annual real farm earnings growth rate posted below the average statewide (2010-2022 = 24.99%), while they outpaced Virginia's average near-term (2022 = 72.88%). Again, each county is identified by its corresponding ranking based on its average annual real farm earnings growth rate over 2010-2022.
Of Virginia's 82 counties, only 4% (3) are featured as Gaining (). Those counties ranked by their long-term average include:
Lagging Counties
2022 vs. 2010-2022 Averages
Lagging Counties
white dot
Virginia:
2010-2022 = 24.99%
2022 = 72.88%
This figure depicts the distributions of the 49 Virginia counties classified as Lagging (bottom-left quadrant). These counties trailed the statewide average annual real farm earnings growth both long-term (2010-2022 = 24.99%) as well as near-term (2022 = 72.88%). Again, each county is identified by its corresponding ranking based on it's average annual real farm earnings growth rate over 2010-2022.
60% of Virginia's counties, 49 of 82, are characterized here as Lagging (). Those counties ranked by their long-term average include:
   
 
Virginia
Real* Farm Earnings Growth
County vs. Statewide Average
 
2010-2022
 
2022
 
 
Leading Counties
 
28
32.24
 
13
136.16
43,474
 
27
34.75
 
9
154.83
13,496
 
20
53.42
 
6
249.67
2,689
 
29
29.06
 
15
124.47
18,521
 
5
196.71
 
1
986.79
10,281
 
9
146.79
 
4
306.60
1,602
 
13
89.89
 
14
132.92
11,767
 
11
132.40
 
17
77.74
8,704
 
26
36.48
 
11
149.10
29,740
 
16
73.24
 
8
159.52
89,149
 
10
137.08
 
3
316.37
3,560
 
12
117.81
 
10
150.43
10,373
 
14
81.77
 
7
189.71
70,613
 
4
204.06
 
2
333.64
4,202
 
15
79.64
 
5
250.05
4,293
Slipping Counties
 
17
69.51
 
34
-7.12
1,488
 
6
171.05
 
67
-66.14
301
 
22
51.42
 
48
-37.76
4,332
 
19
55.93
 
60
-52.50
1,690
 
23
44.93
 
63
-60.64
1,453
 
3
303.73
 
50
-39.07
7,786
 
2
313.15
 
66
-63.75
2,128
 
8
160.48
 
64
-61.67
488
 
30
26.48
 
78
-275.98
-4,523
 
25
38.84
 
52
-40.89
840
 
7
169.02
 
55
-44.43
4,069
 
24
39.30
 
71
-98.30
33
 
21
52.92
 
61
-56.14
2,302
 
18
64.65
 
59
-52.44
3,896
 
1
812.29
 
51
-40.77
-1,609
Gaining Counties
 
32
16.32
 
18
75.35
83,349
 
31
19.86
 
12
141.01
2,709
 
43
4.24
 
16
85.09
-405
Lagging Counties
 
82
-2,758.43
 
43
-24.62
-2,192
 
73
-67.53
 
57
-47.15
-4,129
 
48
0.00
 
25
0.00
0
 
61
-9.63
 
41
-23.42
-7,747
 
68
-42.93
 
23
6.86
-2,864
 
67
-42.58
 
79
-394.32
-2,590
 
58
-2.79
 
54
-43.32
-354
 
35
11.66
 
53
-41.73
4,695
 
76
-128.22
 
82
-1,131.88
-850
 
64
-12.80
 
45
-27.41
-1,822
 
39
5.79
 
46
-29.81
-418
 
47
0.10
 
76
-177.21
-2,554
 
75
-115.70
 
70
-95.71
-3,605
 
69
-47.85
 
68
-90.00
-3,059
 
78
-277.20
 
22
8.02
-1,170
 
45
2.16
 
62
-58.24
841
 
74
-88.98
 
49
-38.37
-3,877
 
62
-11.05
 
20
17.06
-10,304
 
81
-1,232.55
 
69
-93.13
-3,513
 
34
12.12
 
33
-4.67
12,711
 
37
6.13
 
65
-63.27
1,077
 
79
-469.68
 
74
-141.55
-231
 
80
-668.56
 
72
-98.70
47
 
65
-14.53
 
38
-17.56
-7,506
 
63
-12.31
 
73
-112.22
-81
 
70
-48.36
 
81
-640.42
-3,206
 
72
-57.94
 
80
-536.46
-15,555
 
40
5.51
 
19
31.55
1,747
 
41
5.42
 
21
11.40
2,853
 
71
-54.28
 
75
-155.67
-3,293
 
57
-0.87
 
39
-19.24
45,477
 
42
4.40
 
36
-15.33
22,665
 
44
3.60
 
58
-51.31
1,583
 
66
-28.68
 
37
-17.47
-3,980
 
33
14.65
 
56
-44.48
4,252
 
77
-163.25
 
77
-197.97
-2,053
 
60
-6.61
 
24
6.85
-3,345
 
59
-5.80
 
42
-23.83
-3,648
 
56
-0.75
 
47
-30.95
-1,773
 
36
10.09
 
40
-21.46
18,735
 
48
0.00
 
25
0.00
0
 
46
1.68
 
44
-25.43
7,047
 
48
0.00
 
25
0.00
0
 
48
0.00
 
25
0.00
0
 
48
0.00
 
25
0.00
0
 
48
0.00
 
25
0.00
0
 
48
0.00
 
25
0.00
0
 
48
0.00
 
25
0.00
0
 
38
6.01
 
35
-7.55
25,214
 
 
 
 
 
 
 
 
 
24.99
 
72.88
1,087,289
 
 
 
 
 
 
 
 
 
7.08
 
5.51
114,272,000
November 2023
REAP_PI_CA1600N_500000_LSGL
 
   
Analysis Options Menu
Select Year Interval
to
Select Alternative Industry
Highlight a Region (Optional)
Copyright © 2023. Pacific Northwest Regional Economic Analysis Project (PNREAP). All Rights Reserved.

Please stay tuned...
while your request is processing:

Please wait while your request is being processed...
To offer the most comprehensive set of interactive options in support of your research, VA-REAP calculates and crunches most of the data and generates the narrative and graphic analysis on demand in response to your request.
Your request will soon be available.
Just a few more seconds....Your request has been generated and is now loading the results.