Standardized β P R2 Adjusted R2
Model 1: Dependant variable: Health behavior identity     0.31 0.30
X1=knowledge 0.73 0.00    
X2=perceived susceptibility - 0.02 0.54    
X3=perceived severity - 0.07 0.55    
X4=health value 0.27 0.01    
Model 2: Dependant variable: Behavioral intention     0.03 0.02
X1=Perceived barriers -0.22 0.10    
X2=Health behavior identity X3=Attitudes towards behavior 0.23 0.16 0.08 0.46    
Model 3: Dependant variable: Behavioral intention     0.05 0.04
X1=Subjective norms 0.31 0.01    
X2=Control belief 0.33 0.01    
X3=Cues to action 0.05 0.69    
Model 4 : Dependant variable: Cassava consumption     0.15 0.14
X1=Age 0.01 0.47    
X2=Perceived barriers 0.01 0.96    
X3=Intention to consume cassava 0.78 0.00    
X4=Perceived barriers×Intention to consume -0.17 0.03    
Table 3: Factors determining health behavior identity (Model 1), intention to consume cassava (Model 2 and 3) and cassava consumption (Model 4) among the people of southern Zambia.