Table 5.

Analysis of adopter categories and socioeconomic indicators.

Variables	Coefficients (B)	Standard error	Sig.	Odd ratio
Education	1.444	1.141	0.206	4.238
Age	-2.552	0.705	0.000	0.078
Gender	-1.353	0.816	0.097	0.259
Income	1.881	0.684	0.006	6.563
Constant	0.062	2.113	0.977	1.064
Model Summary
	χ	DF	sig.
Goodness-of-fit test
-2 Likelihood test Chi-square test Nagelkerke R2 Total variable Correct prediction	77.956 30.820 0.363 145 89.7%	4	0.000