Figure A4
A figure of boxplots shows hedging efficiency across nine strategies for four farm clusters by type and strategy category.The figure consists of twelve boxplots arranged in four panels and three vertical columns. The four panels from top to bottom are labeled “Cluster 1 Specialized livestock farms (n equals 1,190),” “Cluster 2 Specialized crop farms (n equals 481),” “Cluster 3 Leveraged growth farms (n equals 386),” and “Cluster 4 Atypical farms (n equals 140).” The three columns from left to right are labeled “Fixed-time strategies,” “Split-time strategies,” and “Limit strategies.” Each column includes three subcategories labeled “routine,” “full,” and “levered.” A legend at the bottom indicates that “the green line inside the box represents the median,” “a red diamond represents the mean,” “boxes represent interquartile ranges (I Q R; middle 50 percent),” “whiskers represent the range between the first quartile minus 1.5 I Q R and the third quartile plus 1.5 I Q R,” and “dots represent Outlier observations that extend beyond the whiskers.” In the first panel, “Cluster 1 Specialized livestock farms (n equals 1,190),” the vertical axis ranges from negative 60 percent to 40 percent in increments of 20 percent. The boxplot details are as follows: “Routine Fixed-time strategy”: “1. decile: negative 1 percent,” “I Q R: [0 percent; 2 percent],” “Median H E: 1 percent,” “Mean H E: 1 percent,” “9. decile: 3 percent.” “Full Fixed-time strategy”: “1. decile: negative 1 percent,” “I Q R: [0 percent; 3 percent],” “Median H E: 1 percent,” “Mean H E: 1 percent,” “9. decile: 5 percent.” “Levered Fixed-time strategy”: “1. decile: negative 4 percent,” “I Q R: [negative 1 percent; 4 percent],” “Median H E: 1 percent,” “Mean H E: 2 percent,” “9. decile: 7 percent.” “Routine Split-time strategy”: “1. decile: negative 0 percent,” “I Q R: [0 percent; 1 percent],” “Median H E: 1 percent,” “Mean H E: 1 percent,” “9. decile: 2 percent.” “Full Split-time strategy”: “1. decile: negative 1 percent,” “I Q R: [0 percent; 2 percent],” “Median H E: 1 percent,” “Mean H E: 1 percent,” “9. decile: 4 percent.” “Levered Split-time strategy”: “1. decile: negative 3 percent,” “I Q R: [negative 0 percent; 4 percent],” “Median H E: 1 percent,” “Mean H E: 2 percent,” “9. decile: 7 percent.” “Routine Limit strategy”: “1. decile: negative 0 percent,” “I Q R: [negative 0 percent; 1 percent],” “Median H E: 0 percent,” “Mean H E: 0 percent,” “9. decile: 2 percent.” “Full Limit strategy”: “1. decile: negative 1 percent,” “I Q R: [negative 0 percent; 1 percent],” “Median H E: 0 percent,” “Mean H E: 1 percent,” “9. decile: 3 percent.” “Levered Limit strategy”: “1. decile: negative 3 percent,” “I Q R: [negative 1 percent; 2 percent],” “Median H E: 0 percent,” “Mean H E: 0 percent,” “9. decile: 4 percent.” In the second panel, “Cluster 2 Specialized crop farms (n equals 481),” the vertical axis ranges from negative 60 percent to 40 percent in increments of 20 percent. The boxplot details are as follows: “Routine Fixed-time strategy”: “1. decile: negative 0 percent,” “I Q R: [1 percent; 5 percent],” “Median H E: 2 percent,” “Mean H E: 3 percent,” “9. decile: 8 percent.” “Full Fixed-time strategy”: “1. decile: negative 2 percent,” “I Q R: [1 percent; 9 percent],” “Median H E: 4 percent,” “Mean H E: 5 percent,” “9. decile: 13 percent.” “Levered Fixed-time strategy”: “1. decile: negative 8 percent,” “I Q R: [negative 2 percent; 10 percent],” “Median H E: 3 percent,” “Mean H E: 3 percent,” “9. decile: 17 percent.” “Routine Split-time strategy”: “1. decile: negative 0 percent,” “I Q R: [1 percent; 4 percent],” “Median H E: 2 percent,” “Mean H E: 3 percent,” “9. decile: 6 percent.” “Full Split-time strategy”: “1. decile: negative 2 percent,” “I Q R: [1 percent; 7 percent],” “Median H E: 3 percent,” “Mean H E: 4 percent,” “9. decile: 10 percent.” “Levered Split-time strategy”: “1. decile: negative 7 percent,” “I Q R: [negative 1 percent; 9 percent],” “Median H E: 3 percent,” “Mean H E: 3 percent,” “9. decile: 15 percent.” “Routine Limit strategy”: “1. decile: negative 1 percent,” “I Q R: [0 percent; 3 percent],” “Median H E: 1 percent,” “Mean H E: 2 percent,” “9. decile: 5 percent.” “Full Limit strategy”: “1. decile: negative 2 percent,” “I Q R: [0 percent; 5 percent],” “Median H E: 2 percent,” “Mean H E: 3 percent,” “9. decile: 9 percent.” “Levered Limit strategy”: “1. decile: negative 6 percent,” “I Q R: [negative 2 percent; 7 percent],” “Median H E: 2 percent,” “Mean H E: 2 percent,” “9. decile: 12 percent.” In the third panel, “Cluster 3 Leveraged growth farms (n equals 386),” the vertical axis ranges from negative 60 percent to 40 percent in increments of 20 percent. The boxplot details are as follows: “Routine Fixed-time strategy”: “1. decile: negative 1 percent,” “I Q R: [0 percent; 2 percent],” “Median H E: 1 percent,” “Mean H E: 1 percent,” “9. decile: 4 percent.” “Full Fixed-time strategy”: “1. decile: negative 2 percent,” “I Q R: [negative 0 percent; 4 percent],” “Median H E: 1 percent,” “Mean H E: 2 percent,” “9. decile: 6 percent.” “Levered Fixed-time strategy”: “1. decile: negative 6 percent,” “I Q R: [negative 2 percent; 5 percent],” “Median H E: 1 percent,” “Mean H E: 1 percent,” “9. decile: 10 percent.” “Routine Split-time strategy”: “1. decile: negative 1 percent,” “I Q R: [negative 0 percent; 2 percent],” “Median H E: 1 percent,” “Mean H E: 1 percent,” “9. decile: 3 percent.” “Full Split-time strategy”: “1. decile: negative 2 percent,” “I Q R: [negative 0 percent; 3 percent],” “Median H E: 1 percent,” “Mean H E: 1 percent,” “9. decile: 5 percent.” “Levered Split-time strategy”: “1. decile: negative 6 percent,” “I Q R: [1 percent; 4 percent],” “Median H E: 1 percent,” “Mean H E: 1 percent,” “9. decile: 8 percent.” “Routine Limit strategy”: “1. decile: negative 1 percent,” “I Q R: [negative 0 percent; 1 percent],” “Median H E: 0 percent,” “Mean H E: 0 percent,” “9. decile: 2 percent.” “Full Limit strategy”: “1. decile: negative 2 percent,” “I Q R: [negative 0 percent; 2 percent],” “Median H E: 0 percent,” “Mean H E: 1 percent,” “9. decile: 4 percent.” “Levered Limit strategy”: “1. decile: negative 5 percent,” “I Q R: [negative 2 percent; 2 percent],” “Median H E: 0 percent,” “Mean H E: 0 percent,” “9. decile: 6 percent.” In the fourth panel, “Cluster 4 Atypical farms (n equals 140),” the vertical axis ranges from negative 60 percent to 40 percent in increments of 20 percent. The boxplot details are as follows: “Routine Fixed-time strategy”: “1. decile: negative 0 percent,” “I Q R: [0 percent; 3 percent],” “Median H E: 1 percent,” “Mean H E: 1 percent,” “9. decile: 4 percent.” “Full Fixed-time strategy”: “1. decile: negative 1 percent,” “I Q R: [0 percent; 5 percent],” “Median H E: 2 percent,” “Mean H E: 2 percent,” “9. decile: 7 percent.” “Levered Fixed-time strategy”: “1. decile: negative 4 percent,” “I Q R: [negative 1 percent; 6 percent],” “Median H E: 2 percent,” “Mean H E: 3 percent,” “9. decile: 12 percent.” “Routine Split-time strategy”: “1. decile: negative 0 percent,” “I Q R: [0 percent; 2 percent],” “Median H E: 1 percent,” “Mean H E: 2 percent,” “9. decile: 3 percent.” “Full Split-time strategy”: “1. decile: negative 1 percent,” “I Q R: [0 percent; 4 percent],” “Median H E: 1 percent,” “Mean H E: 2 percent,” “9. decile: 6 percent.” “Levered Split-time strategy”: “1. decile: negative 3 percent,” “I Q R: [negative 1 percent; 5 percent],” “Median H E: 2 percent,” “Mean H E: 2 percent,” “9. decile: 9 percent.” “Routine Limit strategy”: “1. decile: negative 0 percent,” “I Q R: [negative 0 percent; 1 percent],” “Median H E: 0 percent,” “Mean H E: 1 percent,” “9. decile: 3 percent.” “Full Limit strategy”: “1. decile: negative 1 percent,” “I Q R: [negative 0 percent; 2 percent],” “Median H E: 1 percent,” “Mean H E: 1 percent,” “9. decile: 5 percent.” “Levered Limit strategy”: “1. decile: negative 4 percent,” “I Q R: [negative 1 percent; 4 percent],” “Median H E: 1 percent,” “Mean H E: 1 percent,” “9. decile: 8 percent.”

The hedging efficiency (HE) in different types of farms (n = 2,197). Source: Representation based on own calculation

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