Descriptive statistics and two-sample mean comparison test between Kazakhstan and Uzbekistan sub-samples
| Variables | Full sample (N = 511) | Uzbekistan (N = 256) | Kazakhstan (N = 255) | Diff | |||||
|---|---|---|---|---|---|---|---|---|---|
| Mean | SD | Min | Max | Mean | SD | Mean | SD | ||
| SFA production function | |||||||||
| Age of the respondents (years) | 45.37 | 11.86 | 21 | 79 | 43.51 | 10.17 | 47.23 | 13.10 | −3.71*** |
| Education of the farmers (years) | 5.76 | 1.69 | 1 | 8 | 6.02 | 1.58 | 5.50 | 1.76 | 0.52*** |
| Cotton area in hectares (ha) | 15.87 | 14.65 | 1 | 100 | 20.64 | 15.14 | 11.08 | 12.45 | 9.55*** |
| Female labour (number) | 0.77 | 3.46 | 0 | 50 | 0.24 | 1.42 | 1.30 | 4.64 | −1.06*** |
| Total labour (number) | 6.57 | 9.03 | 1 | 150 | 6.81 | 3.51 | 6.33 | 12.30 | 0.47 |
| Nitrogen fertiliser costs/ha (USD) | 84.80 | 104.79 | 0 | 976.34 | 105.17 | 134.42 | 64.34 | 55.42 | 40.82*** |
| Phosphorus costs/ha (USD) | 26.91 | 37.38 | 0 | 367.31 | 44.32 | 36.87 | 9.42 | 28.78 | 34.89*** |
| Potassium costs/ha (USD) | 3.57 | 11.22 | 0 | 138.37 | 4.93 | 8.60 | 2.19 | 13.23 | 2.73** |
| Total NPK costs/ha (USD)a | 115.28 | 113.11 | 1.02 | 976.34 | 154.43 | 134.67 | 75.97 | 66.23 | 78.45*** |
| Machinery costs/ha (USD) | 191.70 | 363.73 | 0.04 | 2702.70 | 71.85 | 70.33 | 312.01 | 481.32 | −240.16*** |
| Oil costs/ha (USD) | 47.51 | 36.07 | 1.37 | 405.40 | 50.34 | 19.33 | 44.68 | 47.12 | 5.66* |
| Cotton revenue/ha (USD) | 975.39 | 388.86 | 21.87 | 4,000 | 925.86 | 295.93 | 1025.13 | 459.06 | −99.25** |
| Inefficiency model | |||||||||
| Farm distance from dwelling (km) | 5.76 | 5.80 | 0 | 40 | 5.48 | 6.23 | 6.04 | 5.32 | −0.56 |
| Simpson diversity index | 0.32 | 0.22 | 0 | 0.66 | 0.46 | 0.08 | 0.18 | 0.22 | 0.28*** |
| Soil quality (fertile = 1; otherwise = 0) | 0.48 | 0.44 | 0 | 1 | 0.57 | 0.41 | 0.39 | 0.45 | 0.18*** |
| Agronomic information received from farmers' union (yes = 1; no = 0) | 0.49 | 0.50 | 0 | 1 | 0.72 | 0.44 | 0.25 | 0.43 | 0.47*** |
| Farm location to water source head (close = 1; otherwise = 0) | 0.24 | 0.42 | 0 | 1 | 0.24 | 0.43 | 0.23 | 0.42 | 0.006 |
| Farmer used cotton combine (yes = 1; no = 0) | 0.27 | 0.44 | 0 | 1 | n.a. | n.a. | 0.54 | 0.49 | n.a. |
| Variables | Full sample ( | Uzbekistan ( | Kazakhstan ( | Diff | |||||
|---|---|---|---|---|---|---|---|---|---|
| Mean | SD | Min | Max | Mean | SD | Mean | SD | ||
| Age of the respondents (years) | 45.37 | 11.86 | 21 | 79 | 43.51 | 10.17 | 47.23 | 13.10 | −3.71*** |
| Education of the farmers (years) | 5.76 | 1.69 | 1 | 8 | 6.02 | 1.58 | 5.50 | 1.76 | 0.52*** |
| Cotton area in hectares (ha) | 15.87 | 14.65 | 1 | 100 | 20.64 | 15.14 | 11.08 | 12.45 | 9.55*** |
| Female labour (number) | 0.77 | 3.46 | 0 | 50 | 0.24 | 1.42 | 1.30 | 4.64 | −1.06*** |
| Total labour (number) | 6.57 | 9.03 | 1 | 150 | 6.81 | 3.51 | 6.33 | 12.30 | 0.47 |
| Nitrogen fertiliser costs/ha (USD) | 84.80 | 104.79 | 0 | 976.34 | 105.17 | 134.42 | 64.34 | 55.42 | 40.82*** |
| Phosphorus costs/ha (USD) | 26.91 | 37.38 | 0 | 367.31 | 44.32 | 36.87 | 9.42 | 28.78 | 34.89*** |
| Potassium costs/ha (USD) | 3.57 | 11.22 | 0 | 138.37 | 4.93 | 8.60 | 2.19 | 13.23 | 2.73** |
| Total NPK costs/ha (USD)a | 115.28 | 113.11 | 1.02 | 976.34 | 154.43 | 134.67 | 75.97 | 66.23 | 78.45*** |
| Machinery costs/ha (USD) | 191.70 | 363.73 | 0.04 | 2702.70 | 71.85 | 70.33 | 312.01 | 481.32 | −240.16*** |
| Oil costs/ha (USD) | 47.51 | 36.07 | 1.37 | 405.40 | 50.34 | 19.33 | 44.68 | 47.12 | 5.66* |
| Cotton revenue/ha (USD) | 975.39 | 388.86 | 21.87 | 4,000 | 925.86 | 295.93 | 1025.13 | 459.06 | −99.25** |
| Farm distance from dwelling (km) | 5.76 | 5.80 | 0 | 40 | 5.48 | 6.23 | 6.04 | 5.32 | −0.56 |
| Simpson diversity index | 0.32 | 0.22 | 0 | 0.66 | 0.46 | 0.08 | 0.18 | 0.22 | 0.28*** |
| Soil quality (fertile = 1; otherwise = 0) | 0.48 | 0.44 | 0 | 1 | 0.57 | 0.41 | 0.39 | 0.45 | 0.18*** |
| Agronomic information received from farmers' union (yes = 1; no = 0) | 0.49 | 0.50 | 0 | 1 | 0.72 | 0.44 | 0.25 | 0.43 | 0.47*** |
| Farm location to water source head (close = 1; otherwise = 0) | 0.24 | 0.42 | 0 | 1 | 0.24 | 0.43 | 0.23 | 0.42 | 0.006 |
| Farmer used cotton combine (yes = 1; no = 0) | 0.27 | 0.44 | 0 | 1 | n.a. | n.a. | 0.54 | 0.49 | n.a. |
Note(s): The level of significance is ***p < 0.01, **p < 0.05, *p < 0.1
aAggregate costs of nitrogen, phosphorus, and potassium fertilisers
Source(s): Table created by authors
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