Descriptive survey design with correlational components
Selected to systematically capture prevailing conditions, practices, and perceptions among farmers, extension officers, and community leaders. Enabled both description of status quo and examination of relationships between variables.
| Subgroup | Population |
|---|---|
| Farmers | 900 |
| Extension Officers | 180 |
| Community Leaders | 120 |
Yamane's Formula at 95% confidence level, 0.05 margin of error
| Subgroup | Population | Sample Size |
|---|---|---|
| Farmers | 900 | 225 |
| Extension Officers | 180 | 45 |
| Community Leaders | 120 | 30 |
| TOTAL | 1,200 | 300 |
Stratified random sampling technique with proportional allocation
AETFSQ: Agricultural Education, Technology Integration, and Food Security Questionnaire
Five Sections: A (Demographics), B (Agricultural Education), C (Technology Integration), D (Food Security), E (Attitudes and Barriers)
Scale: 5-point Likert scale with composite score aggregation
Cronbach's Alpha coefficient: All sections above 0.70 threshold
Software: SPSS version 26
Descriptive Statistics: Frequencies, percentages, means, standard deviations
Inferential Statistics: Pearson correlation, Chi-square test, Independent t-test, Multiple regression
Assumptions Tested: Normality (Shapiro-Wilk), linearity, independence