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 Iowa's 99 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 Iowa Regional Economic Analysis Project report, we adopt this approach to gauge and compare the real farm earnings growth of Iowa's 99 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.

This figure displays the 99 counties of Iowa 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 21.75%, by portraying them in the top two quadrants demarcated at 21.75% on the vertical axis. County whose long-term average annual real farm earnings growth rate trailed the statewide average (21.75%) are distributed in the bottom two quadrants. In all, 72 counties surpassed the statewide average over 2010-2022, while 27 counties fell below.

Similarly, the two quadrants on the right of this figure present the positions of the 34 counties whose most recent (2022) real farm earnings growth rate exceeded the statewide average (29.30%). The two quadrants on the left feature those 65 counties whose real farm earnings growth over 2022 trailed the statewide average.

Accordingly, each quadrant portrays the performance of all 99 counties corresponding with their long-term (2010-2022) and near-term (2022) performance relative to their respective statewide averages of 21.75% over 2010-2022 and 29.30% over 2022:

Leading counties () (top-right quadrant)...are counties whose average annual real farm earnings growth rate surpassed the statewide average both long-term (21.75%) and near-term (29.30%).

Slipping counties () (top-left quadrant)...are counties whose long-term average annual real farm earnings growth rate exceeded the statewide average (21.75%), but whose near-term growth has "slipped" by falling below the Iowa average (29.30%).

Gaining counties () (bottom-right quadrant)...are counties whose long-term average annual real farm earnings growth rate fell below the statewide average (21.75%), but whose near-term growth has "gained" by registering above the average (29.30%) statewide.

Lagging counties () (bottom-left quadrant)...are counties whose average annual real farm earnings growth rate fell under the statewide average both long-term (21.75%) and near-term (29.30%).

Turning attention to the top-right quadrant from the discussion above, this figure features the distribution of the Iowa counties classified as Leading. These counties surpassed Iowa's average annual real farm earnings growth both long-term (2010-2022 = 21.75%) as well as near-term (2022 = 29.30%). Each is identified by its corresponding ranking based on it's average annual real farm earnings growth rate over 2010-2022.

Of Iowa's 99 counties, 26 (26%) are classified within the Leading () category. Those counties ranked by their long-term average include:

This figure depicts the distribution of the 46 Iowa 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 = 21.75%), while they trailed the statewide average near-term (2022 = 29.30%). 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 46 (46%) of Iowa's 99 counties are classified as Slipping (). Those counties ranked by their long-term average include:

This figure shows the distribution of the 8 Iowa 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 = 21.75%), while they outpaced Iowa's average near-term (2022 = 29.30%). Again, each county is identified by its corresponding ranking based on its average annual real farm earnings growth rate over 2010-2022.

Of Iowa's 99 counties, only 8% (8) are featured as Gaining (). Those counties ranked by their long-term average include:

This figure depicts the distributions of the 19 Iowa counties classified as Lagging (bottom-left quadrant). These counties trailed the statewide average annual real farm earnings growth both long-term (2010-2022 = 21.75%) as well as near-term (2022 = 29.30%). Again, each county is identified by its corresponding ranking based on it's average annual real farm earnings growth rate over 2010-2022.

19% of Iowa's counties, 19 of 99, are characterized here as Lagging (). Those counties ranked by their long-term average include: