| Literature DB >> 35100281 |
Cindy-Lee Dennis1,2,3, Sarah Carsley4,5, Sarah Brennenstuhl1, Hilary K Brown5,6, Flavia Marini2, Rhonda C Bell7, Ainsley Miller8, Saranyah Ravindran4, Valerie D'Paiva9, Justine Dol2, Catherine S Birken10,11.
Abstract
OBJECTIVES: To establish the factorial structure and internal consistency of the Internet Addiction Test (IAT) in parents, the level and correlates of problematic internet use, and patterns and types of screen use. STUDYEntities:
Mesh:
Year: 2022 PMID: 35100281 PMCID: PMC8803162 DOI: 10.1371/journal.pone.0257831
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Demographic characteristics of the sample (n = 1156).
| N (%) or Mean (sd) | |
|---|---|
|
| 34.3 (4.5) |
|
| |
| Women | 961 (83.1) |
| Men | 195 (16.9) |
|
| |
| Married/Common-Law | 1105 (95.6) |
| Single/Divorced/Widowed | 51 (4.4) |
|
| |
| High school or college | 270 (23.4) |
| University | 886 (76.6) |
|
| |
| Work for pay | 746 (64.5) |
| Unemployed, on leave, in education or other | 410 (35.5) |
|
| |
| <$25,000 | 42 (3.6) |
| $25–49,000 | 108 (9.3) |
| $50–74,900 | 178 (15.4) |
| $75–99,000 | 216 (18.7) |
| $100–149,000 | 351 (30.4) |
| $150–199,000 | 164 (14.2) |
| $200–299,000 | 77 (6.7) |
| $300,000 + | 20 (1.7) |
|
| |
| One | 406 (35.1) |
| Two | 594(51.4) |
| Three or more | 156 (13.5) |
|
| |
| British Colombia & Yukon | 129 (11.1) |
| Alberta | 111 (9.6) |
| Prairies (Manitoba and Saskatchewan) | 65 (5.6) |
| Ontario | 758 (65.0) |
| Quebec | 36 (3.1) |
| Eastern Coast (Nova Scotia, New Brunswick, Newfoundland) | 57 (4.9) |
Standardized factor loadings from an exploratory factor analysis (n = 580).
| Item | Factor Loadings | ||
|---|---|---|---|
| 1 | 2 | ||
| 1 | How often do you find that you stay online longer than you intended? |
| ‒0.02 |
| 2 | How often do you neglect household chores to spend more time online? |
| 0.132 |
| 7 | How often do you check your e-mail before something else that you need to do? |
| 0.201 |
| 3 | How often do you prefer the excitement of the Internet to intimacy with your partner? |
| 0.331 |
| 20 | How often do you feel depressed, moody, or nervous when you are off-line, which goes away once you are back online? | ‒0.18 |
|
| 19 | How often do you choose to spend more time online over going out with others? | ‒0.114 |
|
| 15 | How often do you feel preoccupied with the Internet when off-line, or fantasize about being online? | 0.01 |
|
| 18 | How often do you try to hide how long you’ve been online? | ‒0.005 |
|
| 12 | How often do you fear that life without the Internet would be boring, empty, and joyless? | ‒0.073 |
|
| 11 | How often do you find yourself anticipating when you will go online again? | 0.118 |
|
| 9 | How often do you become defensive or secretive when anyone asks you what you do online? | 0.011 |
|
| 10 | How often do you block out disturbing thoughts about your life with soothing thoughts of the Internet? | ‒0.004 |
|
| 13 | How often do you snap, yell, or act annoyed if someone bothers you while you are online? | 0.097 |
|
| 16 | How often do you find yourself saying "just a few more minutes" when online? | 0.413 |
|
| 14 | How often do you lose sleep due to late-night log-ins? | 0.325 |
|
| 4 | How often do you form new relationships with fellow online users? | 0.068 |
|
| 17 | How often do you try to cut down the amount of time you spend online and fail? | 0.397 |
|
| 5 | How often do others in your life complain to you about the amount of time you spend online? | 0.239 |
|
| 6 | How often does your work, grades or school work suffer because of the amount of time you spend online? | 0.355 |
|
| 8 | How often does your job performance or productivity suffer because of the Internet? | 0.349 |
|
*Items were removed due to double cross-loading.
Mean Internet addiction test scores between women and men.
| Full Sample (n = 1156) | Women (n = 961) | Men (n = 195) |
| p | ||||
|---|---|---|---|---|---|---|---|---|
| Mean | SD | Mean | SD | Mean | SD | |||
| IAT Total—Revised 15 item scale | 17.37 | 8.58 | 17.79 | 8.71 | 15.30 | 7.61 | 4.06 | < .001 |
| IAT Total—Original 20 item scale | 18.15 | 9.03 | 24.08 | 11.72 | 20.67 | 10.07 | 3.79 | < .001 |
| IAT subscale—"time management impairment" | 6.38 | 2.51 | 12.03 | 7.60 | 10.52 | 6.71 | 2.80 | 0.01 |
| IAT subscale—"socio-emotional impairment" | 11.00 | 7.05 | 11.23 | 7.16 | 9.80 | 6.32 | 2.82 | 0.005 |
*independent t-test comparing mean scores for women and men.
Correlates of the Internet addiction test score and subscale scores from multiple linear regression (n = 1153).
| Total score (15 items) | Time-Management Subscale | Social-Emotional Subscale | |||||||
|---|---|---|---|---|---|---|---|---|---|
| B | Std. Error | p | B | Std. Error | p | B | Std. Error | p | |
| Male sex | ‒0.87 | 0.68 | 0.198 | ‒0.77 | 0.20 |
| ‒0.09 | 0.56 | 0.866 |
| Working for pay (ref = unemployed, on leave or in education) | 0.05 | 0.54 | 0.728 | 0.03 | 0.16 | 0.830 | 0.01 | 0.44 | 0.984 |
| University graduate (ref = high school or college grad) | 0.42 | 0.60 | 0.489 | 0.15 | 0.18 | 0.397 | 0.27 | 0.50 | 0.584 |
| Two or more children (ref = 1) | 0.61 | 0.51 | 0.232 | 0.11 | 0.15 | 0.468 | 0.49 | 0.42 | 0.242 |
| Household income | 0.05 | 0.17 | 0.771 | 0.15 | 0.05 |
| ‒0.10 | 0.14 | 0.483 |
| Age | ‒0.15 | 0.06 |
| ‒0.03 | 0.02 | 0.108 | ‒0.13 | 0.05 |
|
| Perceived stress (PSS) | 0.28 | 0.05 |
| 0.05 | 0.02 |
| 0.23 | 0.04 |
|
| Depression (PHQ-9) | 0.24 | 0.10 |
| 0.04 | 0.03 | 0.177 | 0.20 | 0.08 |
|
| Anxiety (GAD-7) | 0.06 | 0.10 | 0.519 | 0.04 | 0.03 | 0.198 | 0.03 | 0.08 | 0.752 |
| Self-rated health | 0.05 | 0.39 | 0.891 | 0.16 | 0.12 | 0.170 | ‒0.10 | 0.32 | 0.751 |
| Weekly or daily cannabis use | ‒2.11 | 1.44 | 0.142 | ‒0.72 | 0.43 | 0.093 | ‒1.36 | 1.19 | 0.251 |
| Any smoking | ‒2.32 | 1.17 |
| ‒0.61 | 0.35 | 0.078 | ‒1.78 | 0.97 | 0.067 |
| Daily alcohol use | 0.15 | 1.10 | 0.900 | ‒0.09 | 0.33 | 0.772 | 0.25 | 0.91 | 0.781 |
| Physically active | ‒0.86 | 0.50 | 0.086 | ‒0.11 | 0.15 | 0.454 | ‒0.74 | 0.41 | 0.074 |
Fig 1