Abstract:
Soybean (Glycine max L.) production is increasing as a multipurpose crop used for oil 
production, as balanced diet and industry prepared foods and export in Ethiopia, but its 
production is not common in East Hararghe. Very limited research was conducted on 
genetic variability of soybean genotypes in Eastern Hararghe. This research was 
conducted to assess genetic variability among soybean genotypes for yield and yield 
related traits, and to determine the associations of traits. The 61 introduced soybean 
genotypes and three check varieties were evaluated for 13 traits in 2023 in 8 x 8 simple 
lattice design at Boko in East Hararghe. The significant differences among soybean 
genotypes for all traits were evident from the results of analysis of variance. The grain 
yield of genotypes ranged from 470.76 to 2727.62 kg ha-1 with a mean of 1488.06 kg ha-1
. 
Six introduced genotypes produced higher (2168.301 to 2727.62 kg ha-1
) than yield of 
Maya variety (2078.86 kg ha-1
) that produced highest yield among check varieties. The 
genotypic (GCV %) and phenotypic (PCV %) coefficient variations ranged from 5.45 to 
38.84 and 9.84 to 39.44%, respectively, whereas estimate of heritability in broad sense 
(H2%) for 13 traits ranged from 30.72 to 96.97% and genetic advance as percent mean 
(GAM) ranged from 6.23 to 78.9%. High and moderate GCV, PCV, H2
and GAM (%) 
were estimated for all traits except pod length and days to maturity. This indicated close 
correspondence between the genotype factors and phenotype expression of the genotypes 
for these traits and the selection of high performing genotypes could be possible to 
increase the mean of selected genotypes as compared to the base population. Grain yield 
had positive and significant correlation with days to maturity, plant height, pod per plant, 
number of seed/plant, number of branch per plant, number of pods per cluster, number of 
clusters per plant and hundred seeds weight at both genotypic and phenotypic levels.
Hundred seeds weight, number of pods per plant, plant height and number of seeds/plant 
had moderate and positive direct effects on grain yield at genotypic level indicated the true 
relationship of these traits and yield suggested simultaneous selection was possible to 
increase the yield and these traits in soybean genotypes. The first four principal 
components with Eigen values >1 accounted for about 71% of the total variation observed 
among genotypes. The 13 traits each had small contribution to the total variability of 
genotypes suggested all traits could be used to group genotypes in different clusters. The 
genetic distance for all possible of pairs 64 soybean genotypes ranged from 3.02 to 13.89 
and the genotypes were grouped into eight distinct clusters. Cluster VI, III and I consisted 
of 18, 10 and 9 genotypes, respectively, and these clusters accounted 57.81% of the 
genotypes and the other five clusters consisted of 3 to 8 genotypes. The four clusters, 
Cluster VIII, VII, III and I consisted 27 (42.19%) of the genotypes and had higher mean 
grain yield in the range between 10.94 and 22.39% than the overall mean yield of 
genotypes. The mean genotypes in these clusters was also higher than the overall mean of 
genotypes for most of agronomic traits and had higher inter-cluster distances between 
each other and with other four clusters suggested the development of varieties is possible 
by selection and/or crossing of genotypes from these clusters. The research results 
suggested the possibility of developing varieties for high yield and agronomic traits 
through selection and/or crossing of distant genotypes and further evaluation to East 
Hararghe.