TABLE 3. Adoption category by size of farm. Adoption Category Farm Size Small Medium Large Total Adopters 5 22 8 35 Non-Adopters 22 11 2 35 T o t a l 27 33 10 70 X2 (0.05) = 17.96 two (2) degrees of freedom Probability at the .001 level. The following characteristics of the population were obtained from the study. Of the respondents, 22.8% had no formal educa- tion, therefore the adoption behaviour of these farmers may not be influenced by written material about the innovation. The percentage of adopters who did not receive any formal education is 14.3% as compared with 31.4% of the non-adopters, giving a positive relationship between formal education and adoption which was not significant. On the other hand, 45.8% of the adopters received some agricultural training compared with 25.7% of the non-adopters, showing a positive relationship be- tween agricultural training and adoption (Table 1). This was found to be very significant when the hypothesis was tested. It was found that more adopters had small households while there were more non-adopters with medium and large house- holds, indicating that non-adopters had a larger source of family labour for manual farm work. More non-adopters (62.9%) were attached to agricultural organizations than adopters (51.4%). It was also found that more non-adopters attended meetings than adopters. This negative relationship may indicate that the organizations were not in- volved with matters of interest to adopters. The principal source of information of the hand tractor was another farmer: 91.4% of the respondents first saw the hand trac- tor at another farm and 62.9% first heard of the hand tractor from another farmer. This seems to indicate the level of credibili- ty and/or the level of farmer contact with extension and other personnel. Three and more contacts were used as sources of infor- mation by 71.5 % of the adopters and 57.1% of the non-adopters (Table 2). A positive and significant relationship was found be- tween number of contacts used as a source of information and adoption. The mean farm size was 1.6 ha. The modal size of adopters' farms was 2 ha, while the modal size of non-adopter's farms was 0.8 ha. Small farms were cultivated by 62.9% of the non- adopters and 14.3% of the adopters (Table 3). The positive rela- tionship between farm size and adoption may be due to the fact that non-adopters could not afford to purchase hand tractors because of the lower scale of return from their smaller size plots. There was a very significant and positive relationship between farm size and adoption. There was a uniform distribution between adopters and non- adopters in the categories of leasehold and freehold tenure. More adopters than non-adopters rented farm plots and more non- adopters farmed family land. No clear relationship between type of tenure and adoption was indicated. A low level of praedial larceny was reported by 71.4% of the respondents based on their perception of level of loss. There was no observable difference between the level of loss reported by adopters and that by non-adopters. None of the respondents lived on their farms. This variable was used to match adopters and non-adopters, therefore no relation- ship with adoption behaviour was established. VOL. XX-PROCEEDINGS of the CARIBBEAN FOOD CROPS SOCIETY TABLE 4. Adoption category by type of tenure of farmland occupied. Adoption Category Type of Tenure Family Rental Long Term Total Adopters 1 28 6 35 Non-Adopters 8 22 5 35 T o t a 1 9 50 11 70 X2 (0.05) 15.12 two (2) degrees of freedom Probability at the .001 level. Ninety percent of the respondents spent all of their time farm- ing. This is in keeping with the background study that over 70% of these farmers depended on agriculture as their sole source of income. There was no observable difference between the time spent farming by adopters and non-adopters. More adopters assessed their use of family labour as low, in keeping with information above that adopters had small house- holds. This gives a negative relationship between use of family labour and adoption. More adopters also used a higher level of hired labour than did non-adopters, possibly because of their lower utilisation of family labour and cultivation of larger plots as mentioned above. All respondents hired large tractors for weeding before tillage, ploughing and rotavating. There is an apparent inconsistency in that 100% of the adopters use large tractors for rotavating and at the same time own hand tractors which are primarily used for rotavating. Farmers explained that the large tractor is not used for every crop but at 2-4 year intervals when the soil becomes dif- ficult for the hand tractor. In St. Vincent where the Gravely hand tractor was used for rotavating, it was reported that ploughing was necessary when the soil became compacted (Anonymous, 1981). Harvey (1983) also found that these machines have their greatest potential in situations where no primary tillage was necessary. All adopters reported that one reason for purchasing the hand tractor was the time they expected to save in carrying out opera- tions, 82.8% regarded the saving of effort as their reason and 91.4% wanted to increase their income. Only 2.9% of the adopters saw the unavailability of labour as their reason for pur- chasing the hand tractor. One reason given by 72.3% of the non-adopters for not pur- chasing the hand tractor was the price. On the other hand, 60% of the adopters regarded the purchase of the hand tractor as a sure investment and 91.4% thought that they increased their profit since using the hand tractor. Rotavating was the main operation for which 100% of the adopters used the hand tractor. This was also the main operation that 97.1% of the non-adopters thought could be carried out with the machine. No adopter used the hand tractor for ploughing, although the ploughing attachment for the machine could have been purchased on the local market. This observation is in keeping with the view that the machine is unsuitable for primary tillage operations (Harvey, 1983). There was acceptance of the hand tractor by all adopters for banking (formation of ridges and furrows). Most adopters (97.1%) also used the machine for inter-row weeding. Some measure of inter-row cultivation is achieved during inter-row weeding. Some measure of inter-row cultivation is achieved dur- ing inter-row weeding. 83