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Table 3 Results from unrestricted and restricted models

From: Factors affecting efficiency of cotton producers in rural Khorezm, Uzbekistan: Re-examining the role of knowledge indicators in technical efficiency improvement

 

Initial estimates

Final estimates

Coefficient

SE

Coefficient

SE

Final Stage

Intercept

 

0.011

 

0.067

LcFitted

0.99

***

0.057

Inefficiency Effects Model

Constant

0.486

***

0.306

0.488

***

0.043

Bscore

−0.001

NS

0.216

−0.001

NS

0.001

Fsize

−0.002

***

0.109

−0.002

***

0.001

Wavail

−0.072

***

0.29

−0.072

***

0.013

Weedfreq

−0.024

***

0.104

−0.024

***

0.005

Div

−0.011

NS

0.034

−0.013

NS

0.022

Offwork

0.024

NS

0.066

0.023

*

0.013

Edb

−0.061

***

0.048

−0.062

***

0.019

Manur

−0.043

**

0.046

−0.044

**

0.019

Dratio

0.003

NS

0.171

0.003

NS

0.008

Acredit

−0.058

**

0.053

−0.06

***

0.014

Wua

−0.067

**

0.001

−0.069

***

0.015

Drain

0.043

**

0.001

0.045

***

0.013

Efficiency Diagnostics

SigmaSq

0.008

***

0.02

0.008

***

0.001

Gamma

0.989

***

0.005

0.982

***

0.014

  1. Note:***, **, *indicates significance at the 1, 5 and 10% levels, respectively.