| Selected characteristics (the independent variables) | Co-efficient of correlation (r) (adoption of IPM practices) |
| Age | 0.162NS |
| Education | 0.299** |
| Family Size | 0.113NS |
| Farm Size | 0.145NS |
| Farming Experience | 0.187NS |
| Annual Income | 0.202NS |
| Source of Information | 0.139NS |
| Organizational Participation | 0.222* |
| Cosmopoliteness | 0.028NS |
| Innovativeness | 0.412** |