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Table 1 Definition of variables

From: Correcting for sample selection in stochastic frontier analysis: insights from rice farmers in Northern Ghana

Variable

Definition/measurement

Sign

Output

Natural log of rice output (measured in 100 kg bags)

+

Age

The total number of years from birth

+

Sex

Dummy: 1 for male, 0 if otherwise

+

HH head

Dummy: 1 for household head, 0 if otherwise

+

Education

Number of years spent in formal schooling

+

Commercial

Dummy: 1 if farmer produces for commercial purpose, 0 if otherwise

+

Experience

The total number of years a farmer has been cultivating rice.

+

Region

Dummy: 1 for a farmer in Northern Region, 0 for a farmer in Upper East Region

+/−

FBO

Dummy: 1 for if the farmer belongs to a farmer group, 0 if otherwise

+

Research/extension

Dummy: 1 for access to research/extension service, 0 if otherwise

+

Credit

Dummy: 1 for access to credit in the last growing season, 0 if otherwise.

+

Training

Dummy: 1 if farmer had access to trainings last season, 0 if otherwise.

−/+

CC perception

Dummy: 1 for farmers who perceived that rainfall was reducing with rising temperatures, 0 if otherwise

+/−

HH size

Total number of people in housing unit that feed from the same source

+/−

Farm size

Natural log of farm size (measured in the acres of land under rice production)

+

Herbicides

Natural log of quantity of herbicides (measured in litres) used

+

Fertilizer

Natural log of total quantity of fertilizer (measured in kg)

+

Seed

Natural log of quantity of improved seed (measured in kg)

+

Labour

Natural log of total number of persons available that worked on the farmers field during the farming season