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. 2021 Nov 8;24(10):12203–12225. doi: 10.1007/s10668-021-01941-9

Table 4.

Parameter estimates of cotton land model for different land sizes

Variables (1) (2) (3) (4) (5)
Land Size (ha)
0–3 3–10 10–15 15–20 20 + 
Cotton land (t-1) 0.2920*** 0.3373*** 0.1556*** 0.2125*** 0.2371***
(0.0310) (0.0264) (0.0325) (0.0430) (0.0464)
Other land (t-1) 0.0992* 0.2824*** 0.0443 0.0980** 0.0658**
(0.0516) (0.0570) (0.0442) (0.0418) (0.0303)
Cotton support (t) 0.0002 0.0011*** 0.0041*** 0.0027 0.0046**
(0.0001) (0.0004) (0.0012) (0.0018) (0.0020)
Plot number (t)  − 0.0067***  − 0.1111***  − 1.0229***  − 1.3543***  − 1.4474
(0.0021) (0.0302) (0.2328) (0.4550) (1.5349)
Cotton price (t-1) 0.1424*** 0.8744*** 1.2441*** 1.2584*** 2.3891***
(0.0343) (0.0940) (0.2773) (0.4025) (0.5431)
Fuel oil price (t-1)  − 0.2241***  − 1.2809***  − 1.2883***  − 1.1718  − 3.9182***
(0.0613) (0.1325) (0.4129) (0.7196) (1.1471)
Tenant (t) 1.0935*** 2.7685*** 4.2878*** 5.9217*** 9.2951***
(0.0631) (0.1193) (0.4077) (0.8001) (1.3957)
Farmer’s age (t) 0.0070 0.1561*** 0.0536 0.0896 0.2143
(0.0087) (0.0269) (0.0733) (0.1082) (0.1851)
Year 2011 0.1876*** 0.5898*** 1.2966*** 1.5236*** 2.4194***
(0.0127) (0.0347) (0.1199) (0.2204) (0.2834)
Constant 0.7507*  − 4.8107***  − 0.7481 2.3291 7.4789
(0.4379) (1.6177) (4.2593) (6.2848) (7.4780)
Arellano/Bond Test
m1  − 16.4140 [0.0000]  − 23.9870 [0.0000]  − 15.7940 [0.0000]  − 11.2710 [0.0000]  − 6.9782 [0.0000]
m2 0.5437 [0.5866] 2.6629 [0.0077] 3.9482 [0.0001] 2.3595 [0.0183] 1.7509 [0.0800]
Sargan/Hansen Test
χ2 83.5233 [0. 0000] 162.5112 [0. 0000] 92.3768 [0. 0000] 63.4521 [0. 0000] 80.0747 [0.0000]
Number of instruments 30 30 30 30 30
Observations 23,971 40,880 9766 4838 6960

We used a dynamic panel model, a two-step generalized moments approach, and considered land and support variables endogenous. Robust standard errors were given in the parenthesis. Stars represent the significance levels: *** p < 0.01, ** p < 0.05, * p < 0.1. Arellano/Bond is the autocorrelation test, m1 is first order, m2 is second order, Sargan/Hansen test is the overidentification restriction, χ2 Chi-square. In the test section of the table, the numbers in the brackets show the p values