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Table 1 Definition of variables and their expected signs

From: Agroforestry and farm income diversification: synergy or trade-off? The case of Ethiopia

Variable name

Definition of variables

Expected sign

Dependent variables

 Model: AGROECUDUM and DOFFORNONFARM

Dependent dummies weather a household simultaneously adopt agroforestry and non-farming income generating activities

 

Independent variables

 DMALE

A dummy for sex of the household head (1=male; 0=female)

+ (−)

 LNRESPOAGE

Age of the household head

+ (−)

 FSIZE

Family size of the household

+ (−)

 DEPRATIO

Proportion of family members whose age is ≤15 and ≥65 to total family size

+ (−)

 PROPOSTUDENT

Proportion of family members who are students

+ (−)

 DUEDU1

A dummy for household head level of education (=1 illiterate; =0 otherwise)

−

 DUEDU2

A dummy for household head level of education (=1 elementary; =0 otherwise)

+ (−)

 DUEDU3

A dummy for household head level of education (=1 secondary and above;=0 otherwise)

+

 FARMSIZE

Total farm size of the household

+

 NONCROPFARM

Farmland allocated for non -food crop farming (like chat, vegetable)

+ (−)

 DLANDEGRA

A dummy for land degradation (=1 if the farmland is degraded; =0 otherwise)

+

 DULANDRIGHT

A dummy for land right (=1 if the household perceive moderately secured; =0 otherwise)

+

 DECONINCENT

A dummy for economic incentive (=1 if there is economic incentive of agroforestry; =0 otherwise)

+

 LNUMOX

Number of ox the household owns

+

 LNTOTLIVESTOKVAL

Estimated livestock value (in 2007/2008 current market price, in log form)

+ (−)

 LNEQUEXPER

Number of years the household adopts agroforestry in his/her farmland s (in log form)

+ (−)

 LNTOTOFFORNONFARMY

Total income of non-farm activity (in log form)

−

 AVHOMEDISTA

Average home distance from the farm plot (in Minutes walk)

−

 AVMARKETDISTA

Average home distance from the proxy market (in Minutes walk)

−

 AVROADISTA

Average home distance from the main road (in Minutes walk)

+

 CREDITDUM

A dummy for credit service (=1 if the household has access for credit service; =0 otherwise)

+

 DAMBOMESK

Location of farm household is in Ambomesk (1 = yes; 0 = no) dummy

+

 DKUDMI

Location of farm household is in Kudmi (1 = yes; 0 = no) dummy

+

 DBACHIMA

Location of farm household is in Bachima (1 = yes; 0 = no) dummy

+

 DGORAGOT

Location of farm household is in Goragot (1 = yes; 0 = no) dummy

−

  1. The maximum likelihood estimation techniques estimate the above models; and the analyses of the models are carried out using the statistical package of STATA 13 version