Table 3.
Exploratory Factor Analysis of the Problematic Media Use Measure (PMUM) Full Scale (27 items)
| PMUM Items (with original item numbers) | Factor Loading |
|---|---|
| 26. It is hard for my child to stop using screen media. Unsuccessful control. | .85 |
| 56. It is increasingly difficult to pull my child away from screen media. Unsuccessful control. | .85 |
| 53. It is really difficult to get my child to stop using screen media. Unsuccessful control. | .84 |
| 47. Screen media is the only thing that seems to motivate my child. Loss of interest | .83 |
| 32. My child is always thinking about using screen media. Preoccupation | .83 |
| 23. Screen media is all that my child seems to think about. Preoccupation | .83 |
| 57. My child becomes frustrated when he/she cannot use screen media. Withdrawal | .82 |
| 58. My child’s screen media use interferes with family activities. | .82 |
| 44. My child gets upset when he/she cannot use screen media. Withdrawal | .82 |
| 31. There is nothing my child enjoys as much as screen media. Loss of interest | .80 |
| 54. My child becomes angry when he/she cannot use screen media. Withdrawal | .79 |
| 33. My child’s screen media use causes problems for the family. | .78 |
| 34. The amount of time my child wants to use screen media keeps increasing. Tolerance | .76 |
| 25. My child attempts to use screen media for increasing amounts of time. Tolerance | .75 |
| 52. Problems occur for our family when my child cannot use screen media. | .75 |
| 40. My child would find life boring without screen media. Loss of interest | .74 |
| 55. Life would be easier if my child was not so attached to screen media. | .74 |
| 36. The first thing my child asks to do when he/she comes home from school is to use screen media. preoccupation | .73 |
| 24. My child’s screen media use negatively affects his/her friendships. | .73 |
| 7. My child uses screen media for increasing amounts of time. Tolerance | .73 |
| 6. My child loses sleep due to screen media use. | .72 |
| 10. My child sneaks using screen media. deception | .71 |
| 19. My child lies about doing chores or school work in order to use screen media. deception | .69 |
| 29. When my child has had a bad day, screen media seems to be the only thing that helps him/her feel better. escape/relieve mood | .65 |
| 20. My child feels better when he/she uses screen media. Escape/relieve mood. | .64 |
| 2. My child uses screen media to feel better. Escape/relieve mood | .62 |
| 1. My child lies in order to use screen media. deception | .60 |
|
| |
| % of Variance | 57.78% |
| Eigenvalue | 15.60 |
| Cronbach alpha | .97 |
| M (SD) | 2.24 (0.83) |
Note. Oblimin with Kaiser Normalization rotation method. The PMUM ranged from 1 = Never to 5 = Always.