Participatory Farmers-Weighted Selection (PWS) Indices to Raise Adoption of Durum Cultivars

Abstract

The adoption of new cultivars depends largely on the extent to which the breeding objectives set to identify the new cultivars align with the farmers’
preferences. There is documented potential of improved cultivars to enhance productivity and income in the developing world, but their
adoption among smallholders remains low. Here, we attempt to understand if in the case of Morocco the low level of adoption of new
durum wheat (Triticum durum Desf.) cultivars can be partially explained by a misalignment of breeders objectives. Factorial analysis was applied
to data obtained through a set of interviews with 90 wheat breeders from 49 countries and a case study of 861 durum wheat growers in Morocco, to
reveal the existence of five breeders and four farmers classes based on relative importance assigned to five mega-traits: grain yield potential,
yield stability, abiotic stress tolerance, biotic stress resistance, industrial quality, and household use. Weighted indexes were derived based on the
average rate of preference shown by each interviewee belonging to that specific class, and hierarchically clustered to reveal poor matching
between North African breeders and Moroccan farmers. Further, these indexes were applied to the actual performances of 23 durum wheat elite
lines to reveal 71% to 87% matching. However, breeders’ and farmers’ classes had preferences for different genotypes. Together, these results
indicate that a certain degree of misalignment exist between farmers and breeders’ objectives, and that the use of participatory farmers-weighted
indexes could help raise the level of adoption