Multiple Agricultural Production Efficiency in Horro District of Horro Guduru Wollega Zone, Western Ethiopia, Using Hierarchical-Based Cluster Data Envelopment Analysis

Table 5

Determinants of technical efficiency from Tobit model result.

Variables	Technical efficiency		Marginal effect
	Coefficient	Standard error	Total change	Expected change	Probability change
Access to credit	0.09238236	0.0405915	0.0820973	0.056174	−0.0245507
Livestock owning	−0.00438528	0.0035935	−0.0038907	0–0.0026607	0.0015061
Age of household	−0.00321174	0.0018068	−0.0028495	−0.0019487	0.0011031
Fertility perception	0.1031192	0.0396118	0.0914252	0.062517	−0.0308878
Sex of household	−0.07035714	0.0529559	−0.0616694	−0.0420375	0.0341446
Distance to market	−0.00495169	0.0014051	−0.0043932	−0.0030043	0.0017006
Off-farm income	−0.00226981	0.0408255	−0.0020137	−0.0013771	0.0007808
Extension contact	0.00155859	0.0021409	0.0013828	0.0009456	−0.0005353
Family size	−0.01997499	0.0141811	−0.0177222	−0.0121194	0.0068604
Education levels	−0.00649976	0.0053055	−0.0057667	−0.0039436	0.0022323
Constant	1.0457095	0.1302488

Note., , and refer to the level of significance at 1%, 5%, and 10%, respectively. Source: Tobit model results.