Categorizing Organic Grain Buyers in the Midwestern United States
Abstract
:1. Introduction
2. Review of Literature
2.1. Current Supply of Organic Grains
2.2. Barriers in Domestic Supply
2.3. Building a Classification of Organic Grain Buyers
2.3.1. Organic Producer Classification Framework
2.3.2. A Need for Buyer Classification
2.3.3. Personal Values Theory as A Way to Understand Behavior
3. Data and Methodology
4. Results and Discussion
4.1. Sample Descriptive Statistics
4.2. Committed Organic vs. Pragmatic Organic Buyers
4.3. Principal Component Analysis
5. Conclusions
6. Limitations and Future Research
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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Feed-Grade | Food-Grade | |
---|---|---|
Corn | $9.85 | $10.19 |
Soybeans | $19.48 | $21.87 |
Wheat | $10.08 | $15.11 |
Variable | Obs | Mean | S.D. | Description |
---|---|---|---|---|
Grain Purchasing | ||||
Percentage feed | 45 | 25.24 | 28.26 | percentage of all feed-grade grains purchased in 2017 |
Farmers supply | 45 | 97.78% | 14.91% | 1 = if respondent buys from farmers and producers of grains |
Premium nonGMO | 45 | 66.67% | 47.67% | 1 = if buyer offers price premiums for non-GMO grains |
Buy import | 45 | 31.11% | 46.82% | 1 = if buyer purchased imported organic grains in 2017 |
Characteristics of Purchasing Agreements | ||||
Organic contract | 45 | 49.20 | 43.23 | Percentage of organic grains purchased through contracts |
Transition contract | 45 | 17.67 | 35.36 | Percentage of transitioning grains purchased through contracts |
NonGMO contract | 45 | 47.27 | 44.36 | Percentage of non-GMO grains purchased through contracts |
Act of God | 45 | 34.41 | 36.97 | Percentage of contracts that have an “act of God” clause for all grains |
Contract preplant | 45 | 76.44 | 90.52 | Percentage of grains contracted pre-planting |
Contract postharvest | 45 | 54.44 | 71.03 | Percentage of grains contracted after harvest |
Farmer input | 45 | 35.91 | 39.28 | Percentage of farmers that provide input in drafting contract terms (excluding price negotiations) |
Purchasing Requirements | ||||
Sample before delivery | 45 | 57.78% | 49.95% | 1 = if buyer typically samples grains before delivery |
Sample at delivery | 45 | 66.67% | 47.67% | 1 = if buyer typically samples grains at delivery |
Require truck | 44 | 81.82% | 39.02% | 1 = if buyer requires a clean truck affidavit from suppliers |
Require visit | 43 | 16.28% | 37.35% | 1 = if buyer requires visits to farms |
Require tags | 43 | 51.16% | 50.58% | 1 = if buyer requires security tags or seals from suppliers |
Relationships with Suppliers | ||||
Associations | 45 | 53.33% | 50.45% | 1 = if farmers and trade associations are useful sources of communications to build relationships with new suppliers |
In-house | 45 | 44.44% | 50.25% | 1 = if in-house programs are useful sources of communications to build relationships with new suppliers |
Agronomic assistance | 45 | 53.33% | 50.45% | 1 = if buyer provides agronomic support to growers |
Transition assistance | 45 | 24.44% | 43.46% | 1 = if buyer provides information or contracting support to growers during the transition period |
Flexibility | 45 | 73.33% | 44.72% | 1 = if buyer believes flexibility in time of delivery or payment is an important factor to build and maintain relationships with suppliers |
Length relation | 45 | 68.89% | 46.82% | 1 = if buyer believes length of purchasing agreement is an important factor to build and maintain relationships with suppliers |
Quality | 45 | 82.22% | 38.66% | 1 = if buyer believes quality of grain supplied is an important factor to build and maintain relationships with suppliers |
Buyers’ Perceptions | ||||
Low domestic | 45 | 60.00% | 49.54% | 1 = if buyer agrees there is a shortage of domestic organic grain supply |
Imports cheaper | 45 | 57.78% | 49.95% | 1 = if buyer agrees imported organic grains are cheaper |
Imports not transparent | 45 | 55.56% | 50.25% | 1 = if buyer agrees there is a lack of transparency in the certification process for imported organic grains |
Increase price | 45 | 35.56% | 48.41% | 1 = if buyer expects future prices of organic domestic grains will increase |
Business Demographics | ||||
User | 45 | 64.00% | 48.00% | Business was primarily a feed mill, livestock producer, processor, or flour mill |
Labor | 45 | 117.67 | 277.09 | Number of full-time and part-time employees |
Sales | 42 | 1.95 | 0.88 | 1 = if gross sales were less than $5 million, 2 = if gross sales were between $5 and $20 million, and 3 = if gross sales were more than $20 million in 2017 |
Committed Organic | Pragmatic Organic | |||||
---|---|---|---|---|---|---|
N = 27 | N = 18 | |||||
Meana | S.D. | Mean | S.D. | |z|, χ2a | p-value | |
Grain Purchasing | ||||||
Percentage feed | 15.25 | 19.28 | 40.24 | 33.2 | 2.23 | 0.03 |
Farmers supply | 96.30% | 19.25% | 100.00% | 0.00% | 0.68 | 0.41 |
Premium nonGMO | 70.37% | 46.53% | 61.11% | 50.16% | 1.85 | 0.17 |
Buy import | 29.63% | 46.53% | 33.33% | 48.51% | 0.15 | 0.70 |
Characteristics of Purchasing Agreements | ||||||
Organic contract | 52.56 | 43.11 | 44.17 | 44.17 | 0.68 | 0.50 |
Transition contract | 17.41 | 34.12 | 18.06 | 38.16 | 0.33 | 0.74 |
NonGMO contract | 43.41 | 43.05 | 53.06 | 46.91 | 0.63 | 0.53 |
Act of God | 43.11 | 36.78 | 21.35 | 34.17 | 2.09 | 0.04 |
Contract preplant | 93.93 | 98.30 | 50.22 | 72.22 | 1.47 | 0.14 |
Contract postharvest | 46.37 | 67.42 | 66.56 | 76.48 | 0.95 | 0.35 |
Farmer input | 46.04 | 43.66 | 20.72 | 25.91 | 1.99 | 0.05 |
Purchasing Requirements | ||||||
Sample before delivery | 66.67% | 48.04% | 44.00% | 51.00% | 2.19 | 0.14 |
Sample at delivery | 59.26% | 50.07% | 78.00% | 43.00% | 1.67 | 0.20 |
Require truck | 84.62% | 36.79% | 78.00% | 43.00% | 0.33 | 0.56 |
Require visit | 24.00% | 43.59% | 6.00% | 24.00% | 2.61 | 0.10 |
Require tags | 57.69% | 50.38% | 41.00% | 51.00% | 1.12 | 0.29 |
Relationships with Suppliers | ||||||
Associations | 62.96% | 49.21% | 39.00% | 50.00% | 2.52 | 0.11 |
In-house | 40.74% | 50.07% | 50.00% | 51.00% | 0.38 | 0.54 |
Agronomic assistance | 59.26% | 50.07% | 44.00% | 51.00% | 0.95 | 0.33 |
Transition assistance | 25.93% | 44.66% | 22.00% | 43.00% | 0.08 | 0.78 |
Flexibility | 85.19% | 36.20% | 56.00% | 51.00% | 4.85 | 0.03 |
Length relation | 77.78% | 42.37% | 56.00% | 51.00% | 2.49 | 0.12 |
Quality | 96.30% | 19.25% | 61.00% | 50.00% | 9.15 | 0.00 |
Buyers’ Perceptions | ||||||
Low domestic | 62.96% | 49.21% | 56.00% | 0.51 | 0.25 | 0.62 |
Imports cheaper | 59.26% | 50.07% | 56.00% | 0.51 | 0.06 | 0.81 |
Imports not transparent | 66.67% | 48.04% | 39.00% | 0.50 | 3.38 | 0.07 |
Increase price | 33.33% | 48.04% | 39.00% | 0.50 | 0.15 | 0.70 |
Business Demographics | ||||||
User | 70.00% | 47.00% | 56.00% | 51.00% | 1.03 | 0.30 |
Labor | 55.70 | 117.15 | 210.61 | 403.10 | 1.83 | 0.07 |
Sales | 1.67 | 0.76 | 2.33 | 0.91 | 9.08 | 0.01 |
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Torres, A.P.; Lancaster, N.A.; Vilas Boas, L.H.B. Categorizing Organic Grain Buyers in the Midwestern United States. Sustainability 2020, 12, 5169. https://doi.org/10.3390/su12125169
Torres AP, Lancaster NA, Vilas Boas LHB. Categorizing Organic Grain Buyers in the Midwestern United States. Sustainability. 2020; 12(12):5169. https://doi.org/10.3390/su12125169
Chicago/Turabian StyleTorres, Ariana P., Nicholas A. Lancaster, and Luiz H. B. Vilas Boas. 2020. "Categorizing Organic Grain Buyers in the Midwestern United States" Sustainability 12, no. 12: 5169. https://doi.org/10.3390/su12125169
APA StyleTorres, A. P., Lancaster, N. A., & Vilas Boas, L. H. B. (2020). Categorizing Organic Grain Buyers in the Midwestern United States. Sustainability, 12(12), 5169. https://doi.org/10.3390/su12125169