Empowering the Engagement of Digital Marketing Delivery Services Innovation Apps
Table 3: Frequencies of respondents’ demographics (educational level)
| Educational level. | Frequency | Percent (%) | Cumulative Percent (%) |
| High school and equivalent | 38 | 7.4 | 7.4 |
| A Level, Diploma, and equivalent | 145 | 28.3 | 35.7 |
| Undergraduates | 161 | 31.4 | 67.2 |
| Postgraduates | 168 | 32.8 | 100 |
| Total | 512 | 100 |
