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Table 2 Summary of variable description and expected sign.

From: Determinants of market participation among smallholder farmers in Southwest Ethiopia: double-hurdle model approach

Variables

Type

Descriptions and measures

Expected sign (hypothesis)

Theoretical suggestions and empirical literatures to support hypothesis

Dependent variable

 Market participation decision

Dummy

It is a binary dependent variable that represents the probability of market participation of the producers in the maize market. The variable takes the value of 1 for the household who participate in the market, where as it takes the value of 0 for the household who does not participate in the maize market

  

 Quantity of maize sold (Log)

Continuous

A continuous variable that indicating the amount of maize actually sold and measured in kilogram

  

Independent variables

 Farming experience

Continuous

A continuous variable measured in years of farming

 + 

This is supported by empirical study conducted by [38, 39]

 Sex of household head

Dummy

1 if the household head is male and 0 otherwise

 ± 

Empirical studies conducted by [5, 22, 25, 28, 40, 41] found indeterminate results

 Education level of HH

Continuous

Education level of household heads in number of years completed

 ± 

Empirical studies conducted by [22, 42,43,44] found indeterminate results

 Family size

Continuous

Total number family size in the household

 + 

A study conducted by [45,46,47,48] found positive result

 Number of oxen owned

Continuous

Total number of oxen owned by the household head interms of  number

 ± 

This is supported by empirical study by [49, 49,50,51] found indeterminate results

 Land allotted for maize

Continuous

Total land size allotted for maize crop measured in hectare

 + 

Empirical studies conducted by [28, 51, 52] positive result

 Participation in training

Continuous

It takes 1, if the household head participated training and 0 otherwise during survey period

 + 

Findings of [53] found positive effect

 Livestock holding

Continuous

Total livestock holding in terms of Tropical Livestock Unit (TLU), excluding oxen

 ± 

This is supported by findings of [54, 55] found indeterminate results

 Amount of credit

Continuous

Amount of credit received by household in terms of Ethiopian Birr during survey period

 + 

This is supported by empirical study conducted by [14, 56, 57]

 Quantity of maize produced

Continuous

Total quantity of maize produced by household in kilogram

 + 

It is supported by empirical study conducted by [21, 58] found positive effect

 Cooperative membership

Dummy

1 if household is member and 0 otherwise

 ± 

Empirical studies conducted by [59, 60] found indeterminate results

 Distance to nearest market

Continuous

Distance to nearest market in walking minutes

−

Empirical findings of [14] found negative effect

 Perception about lagged market price

Dummy

1 if the household head has high perception about market price and 0 otherwise

 + 

A study conducted by [44] found positive result

 Non/off-farm income

Continuous

Amount of income obtained from non/off-farm activities (in Ethiopian Birr) annually

 ± 

Empirical studies conducted by [39, 42, 61, 62] found indeterminate results

 Distance to nearest road

Continuous

Distance to nearest all round road in terms of walking minutes

−

Empirical studies conducted by [19, 63] found negative effect