Table 4-6 Continued Test ChiSquare Prob>ChiSq Likelihood 9.131 0.0025 Ratio Pearson 9.682 0.0019 Fisher's Exact Test Prob Alternative Hypothesis Left 0.0047 Prob No is greater for groups =high than low Right 0.9997 Prob No is greater for groups =low than high 2-Tail 0.0047 Prob No is different across groups Five of the 14 variables used to evaluate how well the economic model explains Cherokee farmers' use of TAP are significantly different between user groups (a = 0.05) (Table 4-4; Table 4-6). Age (p=0.02), hours a week farming (p=0.05), number of years farming(p=0.02), numbers of acres cultivated (p=0.03) and selling of crops (p<0.01) differed between high and low TAP user groups. Five of the socioeconomic variables fail to reject hypothesis one (a = 0.05). Nine of the socioeconomic variables show evidence to reject hypothesis one (a = 0.05). Hypothesis Two 2. A strong positive relationship will exist between farmers' attitudes towards the use of TAP, subjective norms, self-efficacy, control beliefs, self-identity and their use of TAP. Attitudes I used a scale to measure participants' attitudes toward traditional agriculture. There were 16 items in the scale. I used each farmer's summative score for comparison tests. There were two cases where two responses on a single question were marked. I took the average point value of the responses checked by each of the two participants and scored the missing item with an average point value of the two items checked by participants.