Leading, Slipping, Gaining, Lagging Analysis:
Diagnosing Employment Growth
Across Minnesota Counties
Employment Growth by County
County vs Statewide Average: 2010-2021 and 2021
Employment Growth by County
Minnesota:
2010-2021 = 0.69%
2021 = 2.89%
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 Minnesota's 87 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 Minnesota Regional Economic Analysis Project report, we adopt this approach to gauge and compare the employment growth of Minnesota's 87 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
Minnesota:
2010-2021 = 0.69%
2021 = 2.89%
This figure displays the 87 counties of Minnesota 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 0.69%, by portraying them in the top two quadrants demarcated at 0.69% on the vertical axis. County whose long-term average annual employment growth rate trailed the statewide average (0.69%) are distributed in the bottom two quadrants. In all, 16 counties surpassed the statewide average over 2010-2021, while 71 counties fell below.
Similarly, the two quadrants on the right of this figure present the positions of the 29 counties whose most recent (2021) employment growth rate exceeded the statewide average (2.89%). The two quadrants on the left feature those 58 counties whose employment growth over 2021 trailed the statewide average.
Accordingly, each quadrant portrays the performance of all 87 counties corresponding with their long-term (2010-2021) and near-term (2021) performance relative to their respective statewide averages of 0.69% over 2010-2021 and 2.89% over 2021:
Leading counties () (top-right quadrant)...are the eleven counties whose average annual employment growth rate surpassed the statewide average both long-term (0.69%) and near-term (2.89%).
Slipping counties () (top-left quadrant)...are the five counties whose long-term average annual employment growth rate exceeded the statewide average (0.69%), but whose near-term growth has "slipped" by falling below the Minnesota average (2.89%).
Gaining counties () (bottom-right quadrant)...are the eighteen counties whose long-term average annual employment growth rate fell below the statewide average (0.69%), but whose near-term growth has "gained" by registering above the average (2.89%) statewide.
Lagging counties () (bottom-left quadrant)...are the fifty-three counties whose average annual employment growth rate fell under the statewide average both long-term (0.69%) and near-term (2.89%).
   
 
Summary of Minnesota's 87 County Totals
 
Short Term Average
 
 
Below
(2.89%)
Above
(2.89%)
 
Long
Term
Average
Above
(0.69%)
5
11
16
Below
(0.69%)
53
18
71
 
58
29
87
 
   
Leading Counties
2021 vs. 2010-2021 Averages
Leading Counties
white dot
Minnesota:
2010-2021 = 0.69%
2021 = 2.89%
Turning attention to the top-right quadrant from the discussion above, this figure features the distribution of the Minnesota counties classified as Leading. These counties surpassed Minnesota's average annual employment growth both long-term (2010-2021 = 0.69%) as well as near-term (2021 = 2.89%). 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 Minnesota's 87 counties, just 11 (13%) 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
Minnesota:
2010-2021 = 0.69%
2021 = 2.89%
This figure depicts the distribution of the 5 Minnesota counties classified as Slipping (top-left quadrant), in that their long-term average annual employment growth rate outpaced the average statewide (2010-2021 = 0.69%), while they trailed the statewide average near-term (2021 = 2.89%). Again, each county is identified by it's corresponding ranking based on its average annual employment growth rate over 2010-2021.
Only 5 ( 6%) of Minnesota's 87 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
Minnesota:
2010-2021 = 0.69%
2021 = 2.89%
This figure shows the distribution of the 18 Minnesota counties classified as Gaining (bottom-right quadrant), in that their long-term average annual employment growth rate posted below the average statewide (2010-2021 = 0.69%), while they outpaced Minnesota's average near-term (2021 = 2.89%). Again, each county is identified by its corresponding ranking based on its average annual employment growth rate over 2010-2021.
Of Minnesota's 87 counties, 21% (18) 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
Minnesota:
2010-2021 = 0.69%
2021 = 2.89%
This figure depicts the distributions of the 53 Minnesota counties classified as Lagging (bottom-left quadrant). These counties trailed the statewide average annual employment growth both long-term (2010-2021 = 0.69%) as well as near-term (2021 = 2.89%). Again, each county is identified by its corresponding ranking based on it's average annual employment growth rate over 2010-2021.
61% of Minnesota's counties, 53 of 87, 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.
   
 
Minnesota
Employment Growth
County vs. Statewide Average
 
2010-2021
 
2021
 
 
Leading Counties
 
6
1.39
 
17
3.97
174,431
 
2
1.95
 
14
4.22
59,349
 
5
1.64
 
1
18.06
17,696
 
16
0.71
 
25
3.08
27,270
 
11
1.01
 
27
2.95
1,154,858
 
9
1.06
 
21
3.26
123,940
 
13
0.76
 
23
3.17
12,579
 
1
2.45
 
3
6.42
80,908
 
8
1.09
 
10
4.36
39,007
 
3
1.86
 
5
5.73
129,141
 
4
1.72
 
7
4.65
66,405
Slipping Counties
 
15
0.73
 
46
2.04
23,747
 
12
0.79
 
33
2.76
251,738
 
7
1.21
 
59
1.65
13,501
 
14
0.74
 
53
1.85
20,703
 
10
1.03
 
63
1.51
7,203
Gaining Counties
 
27
0.43
 
9
4.45
6,548
 
18
0.68
 
13
4.25
21,143
 
52
-0.18
 
22
3.17
17,063
 
30
0.36
 
6
4.69
23,523
 
47
-0.09
 
8
4.58
4,293
 
32
0.26
 
15
4.17
7,898
 
28
0.42
 
11
4.33
40,850
 
58
-0.21
 
20
3.37
28,694
 
40
0.00
 
28
2.94
8,779
 
35
0.12
 
18
3.67
9,565
 
37
0.07
 
26
3.04
6,366
 
54
-0.19
 
12
4.28
5,682
 
80
-1.00
 
2
6.61
2,500
 
67
-0.52
 
4
6.00
12,954
 
68
-0.56
 
29
2.91
11,666
 
31
0.33
 
16
4.08
5,893
 
72
-0.64
 
24
3.15
10,922
 
60
-0.22
 
19
3.51
8,112
Lagging Counties
 
19
0.66
 
52
1.86
26,385
 
85
-1.21
 
65
1.23
2,710
 
23
0.56
 
39
2.33
49,893
 
73
-0.67
 
77
0.36
17,382
 
61
-0.37
 
80
0.16
7,714
 
25
0.51
 
38
2.34
29,205
 
63
-0.46
 
36
2.38
3,907
 
17
0.69
 
70
0.77
9,183
 
82
-1.07
 
58
1.66
7,110
 
50
-0.12
 
31
2.86
10,903
 
55
-0.19
 
69
0.86
16,310
 
79
-0.99
 
83
-0.15
3,301
 
20
0.64
 
37
2.37
16,899
 
45
-0.08
 
50
1.92
21,667
 
56
-0.21
 
85
-1.05
7,459
 
41
-0.02
 
86
-2.38
29,701
 
44
-0.07
 
68
0.99
2,662
 
86
-1.33
 
60
1.63
5,805
 
76
-0.76
 
82
0.10
4,038
 
24
0.54
 
49
1.93
2,432
 
71
-0.62
 
42
2.18
3,138
 
65
-0.47
 
34
2.49
18,281
 
69
-0.60
 
35
2.40
21,364
 
64
-0.47
 
61
1.61
4,491
 
83
-1.09
 
78
0.32
11,983
 
21
0.61
 
45
2.07
11,447
 
49
-0.10
 
66
1.22
17,174
 
53
-0.18
 
51
1.92
21,338
 
57
-0.21
 
74
0.51
5,089
 
62
-0.45
 
79
0.22
13,731
 
75
-0.68
 
44
2.12
3,231
 
29
0.36
 
41
2.24
34,859
 
70
-0.60
 
81
0.13
6,176
 
66
-0.48
 
73
0.63
17,152
 
34
0.23
 
56
1.80
403,318
 
77
-0.98
 
84
-0.79
1,748
 
51
-0.17
 
62
1.58
9,309
 
74
-0.67
 
30
2.86
8,631
 
26
0.48
 
54
1.81
34,811
 
38
0.04
 
32
2.83
119,096
 
48
-0.10
 
67
1.15
6,425
 
22
0.57
 
64
1.46
111,683
 
42
-0.04
 
55
1.80
25,831
 
36
0.10
 
72
0.64
6,886
 
81
-1.00
 
40
2.32
5,551
 
43
-0.05
 
47
2.04
11,411
 
39
0.01
 
71
0.70
2,163
 
59
-0.22
 
57
1.70
10,578
 
87
-1.83
 
76
0.37
8,763
 
33
0.24
 
43
2.17
6,272
 
84
-1.10
 
75
0.39
3,071
 
46
-0.08
 
48
1.99
31,168
 
78
-0.98
 
87
-2.56
6,045
 
 
 
 
 
 
 
 
 
0.69
 
2.89
3,711,807
 
 
 
 
 
 
 
 
 
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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