| Literature DB >> 34281145 |
Vikneswaran Sabramani1,2, Idayu Badilla Idris1, Halim Ismail1, Thiyagar Nadarajaw3, Ezarina Zakaria4, Mohammad Rahim Kamaluddin4.
Abstract
Adolescents involved in bullying can be at risk of developing behavioural problems, physical health problems and suicidal ideation. In view of this, a quantitative research design using a cross-sectional study was conducted to determine the prevalence of bullying and associated individual, peer, family and school factors. The study involved 4469 Malaysian public-school students who made up the response rate of 89.4%. The students were selected using a randomized multilevel sampling method. The study found that 79.1% of student respondents were involved in bullying as perpetrators (14.4%), victims (16.3%), or bully-victims (48.4%). In a multivariate analysis, the individual domain showed a significant association between students' bullying involvement and age (OR = 1.38; 95% CI 1.12-1.70), gender (OR = 1.73; 95% CI 1.47-0.91), ethnicity (OR = 0.66; 95% CI 0.47-0.91), duration of time spent on social media during the weekends (OR = 1.43; 95% CI 1.09-1.87) and psychological distress level (OR = 2.55; 95% CI 1.94-3.34). In the peer domain, the significantly associated factors were the number of peers (OR = 0.69; 95% CI 0.56-0.86) and frequency of quarrels or fights with peers (OR = 2.12; 95% CI 1.24-3.26). Among the items in the school domain, the significantly associated factors were students being mischievous in classrooms (OR = 1.52; 95% CI 1.06-2.06), student's affection towards their teachers (OR = 1.53; 95% CI 1.06-2.20), frequency of appraisal from teachers (OR = 1.49; 95% CI 1.16-1.94), frequency of friends being helpful in classrooms (OR = 1.92; 95% CI 1.09-3.38) and frequency of deliberately skipping class (OR = 2.91; 95% CI 2.90-1.72). As a conclusion, the study revealed high levels and widespread bullying involvement among students in Malaysia. As such, timely bullying preventions and interventions are essential, especially in terms of enhancing their mental health capacity, which substantially influences the reduction in the prevalence rates of bullying involvement among students in Malaysia.Entities:
Keywords: bullying behaviour; family factors; individual factors; peer factors; school factors
Year: 2021 PMID: 34281145 PMCID: PMC8297093 DOI: 10.3390/ijerph18137208
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Distribution of individual factors (n = 4469).
| Factor | Characteristics | |
|---|---|---|
| Age | ||
| 13 | 1374 (30.7) | |
| 14 | 1652 (37.0) | |
| 16 | 1443 (32.3) | |
| Gender | ||
| Male | 2135 (47.8) | |
| Female | 2334 (52.2) | |
| Ethnicity | ||
| Malay | 2895 (64.8) | |
| Chinese | 835 (18.7) | |
| Indian | 392 (8.8) | |
| Other | 347 (7.7) | |
| Academic Performance | ||
| Excellent | 833 (18.6) | |
| Good | 2136 (47.8) | |
| Satisfactory | 1126 (25.2) | |
| Not Satisfactory | 374 (8.4) | |
| Time spent on social media per day on a weekday (hours) | ||
| Never | 857 (19.2) | |
| <1 | 1517 (33.9) | |
| 1–4 | 1482 (33.2) | |
| >4 | 613 (13.7) | |
| Time spent on social media during the weekend (hours) | ||
| Never | 527 (11.8) | |
| <1 | 1130 (25.3) | |
| 1–4 | 1591 (35.6) | |
| >4 | 1221 (27.3) | |
| Own a personal handphone | ||
| Yes | 3584 (80.2) | |
| No | 885 (19.8) | |
| Own an iPad, iPod, tablet, personal computer | ||
| Yes | 2974 (66.5) | |
| No | 1495 (33.5) | |
| Frequency of overall internet usage | ||
| Never | 214 (4.8) | |
| <once/month | 301 (6.7) | |
| 1–2/month | 450 (10.1) | |
| 1–2/week | 984 (22.0) | |
| Almost Everyday | 2520 (56.4) | |
| Time spent on the internet on a weekday (hours) | ||
| Never | 597 (13.4) | |
| <1 | 1566 (35.0) | |
| 1–4 | 1442 (32.3) | |
| >5 | 864 (19.3) | |
| Time spent on the internet during the weekend (hours) | ||
| Never | 327 (7.3) | |
| <1 | 1064 (23.8) | |
| 1–4 | 1499 (33.5) | |
| >5 | 1581 (33.4) | |
| Level of psychological distress | ||
| None | 1087 (24.3) | |
| Slightly | 1393 (31.2) | |
| Moderate | 1141 (25.5) | |
| Bad | 848 (19.0) |
Distribution of peer factors (n = 4469).
| Factor | Characteristics | |
|---|---|---|
| Number of friends | ||
| Many | 3474 (77.7) | |
| A few | 691 (15.5) | |
| Not Many | 263 (5.9) | |
| None | 41 (0.9) | |
| Close friends | ||
| Yes | 4109 (91.9) | |
| No | 359 (8.1) | |
| Frequency of quarrels/fights with friends | ||
| Always | 220 (4.9) | |
| Sometimes | 1392 (31.1) | |
| Sometimes | 2220 (49.7) | |
| Other | 637 (14.3) | |
| Frequency of time spent with friends outside of schooling hours | ||
| Always | 797 (17.8) | |
| Sometimes | 1849 (41.4) | |
| Sometimes | 1376 (30.8) | |
| Others | 447 (10.0) |
Distribution of Family Factors (n = 4469).
| Factor | Characteristics | |
|---|---|---|
| Father’s education level | ||
| Primary | 330 (7.4) | |
| Secondary | 2693 (60.2) | |
| Tertiary | 1084 (24.3) | |
| Other | 362 (8.1) | |
| Mother’s education level | ||
| Primary | 260 (5.8) | |
| Secondary | 2834 (63.4) | |
| Tertiary | 1069 (23.9) | |
| Other | 306 (6.8) | |
| Father’s career level | ||
| Professional | 1654 (37.0) | |
| Non-professional | 2257 (50.5) | |
| Retiree | 2834 (8.2) | |
| Other | 191 (4.3) | |
| Mother’s career level | ||
| Professional | 1214 (27.2) | |
| Non-professional | 1277 (28.6) | |
| Retiree | 126 (2.8) | |
| Other | 1852 (41.4) | |
| Household income | ||
| <RM 1000 | 587 (13.1) | |
| RM 1000–RM 5000 | 2539 (56.8) | |
| RM 5001–RM 10,000 | 927 (20.7) | |
| >RM 10,000 | 416 (9.4) | |
| Parents’ marital status | ||
| Married | 4064 (90.9) | |
| Divorced | 276 (6.2) | |
| Other | 129 (2.9) | |
| Time spent with father in a day (hours) | ||
| 1–6 h(s) | 2271 (50.8) | |
| 7–10 h | 875 (19.6) | |
| >10 h | 746 (16.7) | |
| Other | 577 (12.9) | |
| Time spent with mother in a day (hours) | ||
| 1–6 h(s) | 1537 (34.4) | |
| 7–10 h | 1017 (22.8) | |
| >10 h | 1665 (37.3) | |
| Other | 250 (5.5) | |
| Parental help with child’s homework | ||
| Always | 772 (17.3) | |
| Sometimes | 2061 (46.1) | |
| Sometimes | 1113 (24.9) | |
| Other | 523 (11.7) | |
| Parents’ awareness about their child’s whereabouts | ||
| Always | 3147 (70.4) | |
| Sometimes | 957 (21.4) | |
| Sometimes | 265 (5.9) | |
| Never | 100 (2.3) | |
| Fierce arguments between parents | ||
| Always | 243 (5.5) | |
| Sometimes | 1217 (27.2) | |
| Sometimes | 2075 (46.4) | |
| Never | 934 (20.9) | |
| Frequency of sharing their feelings with their father | ||
| Always | 562 (12.6) | |
| Sometimes | 1302 (29.1) | |
| Sometimes | 1202 (26.9) | |
| Other | 1403 (31.4) | |
| Frequency of sharing their feelings with their mother | ||
| Always | 1500 (33.6) | |
| Sometimes | 1546 (34.6) | |
| Sometimes | 829 (18.6) | |
| Other | 594 (13.2) | |
| Arguments between student and their parents | ||
| Always | 149 (3.3) | |
| Sometimes | 665 (14.9) | |
| Sometimes | 1135 (25.4) | |
| Never | 2519 (56.4) | |
| Overprotective parents | ||
| Always | 1482 (33.2) | |
| Sometimes | 1711 (38.3) | |
| Sometimes | 951 (21.3) | |
| Never | 325 (7.3) | |
| Immature parenting by parents | ||
| Always | 1262 (28.2) | |
| Sometimes | 1545 (34.6) | |
| Sometimes | 1160 (26.0) | |
| Never | 502 (11.2) | |
| Presence of siblings | ||
| Yes | 4169 (93.3) | |
| No | 300 (6.7) | |
| Number of older siblings | ||
| 1–4 | 2894 (64.8) | |
| >4 | 366 (8.2) | |
| None | 1209 (27.0) | |
| Number of younger siblings | ||
| 1–4 | 2895 (64.8) | |
| >4 | 175 (3.9) | |
| None | 1399 (31.3) | |
| Number of household members | ||
| <2 | 144 (3.2) | |
| 2–4 | 1643 (36.8) | |
| >4 | 2682 (60.0) |
Distribution of school factors (n = 4496).
| Factor | Characteristics | |
|---|---|---|
| Interest in attending school | ||
| Yes | 3930 (87.9) | |
| No | 539 (12.1) | |
| Love towards school | ||
| Yes | 3833 (85.8) | |
| No | 636 (14.2) | |
| Presence of at least one person for the students to share their feelings with, in school | ||
| Yes | 3196 (71.5) | |
| No | 1273 (28.5) | |
| Respect and affection towards their teacher | ||
| Yes | 4063 (90.9) | |
| No | 406 (9.1) | |
| Frequency of appraisal by teacher | ||
| Always | 1497 (33.5) | |
| Sometimes | 2013 (45.0) | |
| Sometimes | 703 (15.7) | |
| Never | 256 (5.7) | |
| Mischievous/troublemaker in classroom | ||
| Yes | 507 (11.4) | |
| No | 3962 (88.6) | |
| Majority of friends are helpful in the classroom | ||
| Always | 1596 (35.7) | |
| Sometimes | 2025 (45.3) | |
| Sometimes | 673 (15.1) | |
| Never | 175 (3.9) | |
| Sense of belonging in school | ||
| Always | 1742 (39.0) | |
| Sometimes | 1431 (32.0) | |
| Sometimes | 652 (14.6) | |
| Never | 644 (14.4) | |
| Frequency of intentionally skipping class | ||
| Once | 628 (14.1) | |
| 2–3 | 589 (13.3) | |
| >3 | 286 (6.4) | |
| Never | 2960 (66.2) | |
| Frequency of absence from school | ||
| 1–15 | 3066 (68.6) | |
| 15–25 | 235 (5.3) | |
| >25 | 164 (3.6) | |
| Never | 1004 (22.5) |
Individual factors related to bullying involvement.
| Factors | Raw OR | 95% CI | ᵡ2 stat.(df) a | ||
|---|---|---|---|---|---|
| Ethnicity | |||||
| Malay | 0.74 | 0.55; 1.01 | 3.70 (1) | 0.049 | |
| Chinese | 0.59 | 0.43; 0.83 | 9.57 (1) | 0.019 | |
| Indian | 0.49 | 0.34; 0.70 | 15.12 (1) | <0.001 | |
| Other | 1.00 | ||||
| Gender | |||||
| Male | 1.85 | 1.51; 2.03 | 54.69 (1) | <0.001 | |
| Female | 1.00 | ||||
| Academic Performance | |||||
| Excellent | 1.00 | ||||
| Good | 0.81 | 0.66; 0.90 | 4.43 (1) | 0.038 | |
| Satisfactory | 0.97 | 0.77; 1.22 | 0.07 (1) | 0.792 | |
| Unsatisfactory | 1.67 | 1.18; 2.36 | 8.25 (1) | 0.039 | |
| Time spent on social media on a weekday (hours) | |||||
| <1 | 0.87 | 0.71; 1.06 | 1.96 (1) | 0.162 | |
| 1–4 | 1.28 | 1.05; 1.58 | 5.67 (1) | 0.017 | |
| >4 | 2.10 | 1.57; 2.80 | 25.29 (1) | <0.001 | |
| Never | 1.00 | ||||
| Time spent on social media on a weekend (hours) | |||||
| <1 | 1.03 | 0.82; 1.31 | 0.81 (1) | 0.776 | |
| 1–4 | 1.34 | 1.07; 1.68 | 6.48 (1) | 0.011 | |
| >4 | 2.56 | 1.98; 3.30 | 51.57 (1) | <0.001 | |
| Never | 1.00 | ||||
| Frequency of overall internet usage | |||||
| Never | 1.00 | ||||
| <once/month | 1.00 | 0.67; 1.50 | 0.02 (1) | 0.999 | |
| 1–2/month | 1.25 | 0.85; 1.82 | 1.26 (1) | 0.262 | |
| 1–2/week | 1.01 | 0.72; 1.42 | 0.01 (1) | 0.943 | |
| Almost everyday | 1.50 | 1.08; 2.07 | 5.90 (1) | 0.015 | |
| Time spent on the internet on a weekday (hours) | |||||
| <1 | 0.90 | 0.67; 1.06 | 2.19 (1) | 0.139 | |
| 1–4 | 1.20 | 0.95; 1.51 | 2.34 (1) | 0.126 | |
| >4 | 2.10 | 1.53; 2.67 | 24.87 (1) | <0.001 | |
| Never | 1.00 | ||||
| Time spent on the internet on a weekend (hours) | |||||
| <1 | 0.97 | 0.73; 1.28 | 0.06 (1) | 0.811 | |
| 1–4 | 1.19 | 0.90; 1.56 | 1.47 (1) | 0.225 | |
| >4 | 2.25 | 1.69; 2.90 | 31.17 | <0.001 | |
| Never | 1.00 | ||||
| Level of psychological distress (mental disturbances) | |||||
| Good | 1.00 | ||||
| A little | 1.47 | 1.23; 1.76 | 17.67 (1) | <0.001 | |
| Moderate | 2.25 | 1.84; 2.76 | 61.52 (1) | <0.001 | |
| Bad | 3.54 | 2.76; 4.55 | 98.19 (1) | <0.001 | |
Raw OR = Raw Odd Ratio; CI = Confidence Interval; df = degree of freedom. a Likelihood-Ratio Test (LR).
Characteristics of peer factors related to bullying involvement.
| Factors | Raw OR | 95% CI | ᵡ2 Stat.(df) a | ||
|---|---|---|---|---|---|
| Number of friends | |||||
| Many | 0.44 | 0.16; 1.23 | 2.48 (1) | 0.115 | |
| Few | 0.30 | 0.11; 0.85 | 5.10 (1) | 0.024 | |
| Not Many | 0.38 | 0.13; 1.11 | 3.10 (1) | 0.079 | |
| None | 1.00 | ||||
| Have close friends | |||||
| Yes | 0.72 | 0.54; 0.96 | 4.87 (1) | 0.027 | |
| No | 1.00 | ||||
| Frequency of quarrels/fights with friends | |||||
| Always | 3.86 | 2.47; 6.05 | 34.98 (1) | <0.001 | |
| Sometimes | 2.60 | 2.10; 3.23 | 73.26 (1) | <0.001 | |
| Sometimes | 1.81 | 1.49; 2.20 | 36.10 (1) | <0.001 | |
| Other | 1.00 | ||||
| Frequency of time spent with friends after school hours | |||||
| Always | 2.10 | 1.53; 2.69 | 24.52 (1) | <0.001 | |
| Sometimes | 1.58 | 1.25; 2.00 | 14.55 (1) | <0.001 | |
| Sometimes | 1.29 | 1.01; 1.64 | 4.17 (1) | <0.001 | |
| Other | 1.00 | ||||
Raw OR = Raw Odd Ratio; CI = Confidence Interval; df = degree of freedom. a Likelihood-Ratio Test (LR).
Characteristic of family factors associated with bullying involvement.
| Factors | Raw OR | 95% CI | ᵡ2 Stat.(df) a | ||
|---|---|---|---|---|---|
| Father’s education level | |||||
| Primary | 0.86 | 0.59; 1.25 | 0.67 (1) | 0.425 | |
| Secondary | 0.80 | 0.61; 1.10 | 2.37 (1) | 0.124 | |
| Tertiary | 1.05 | 0.72; 0.85 | 8.67 (1) | 0.039 | |
| Other | 1.00 | ||||
| Father’s level of occupation | |||||
| Professional | 1.38 | 0.97; 1.97 | 3.13 (1) | 0.077 | |
| Not professional | 1.04 | 0.74; 1.48 | 0.06 (1) | 0.815 | |
| Retiree | 1.22 | 0.80; 1.86 | 0.86 (1) | 0.353 | |
| Other | 1.00 | ||||
| Household income | |||||
| < RM 1000 | 1.23 | 1.04; 1.60 | 5.57 (1) | 0.018 | |
| RM 1000–RM 5000 | 1.17 | 0.92; 1.50 | 1.70 (1) | 0.198 | |
| RM 5001–RM 10,000 | 1.73 | 1.30; 2.38 | 11.04 (1) | 0.001 | |
| >RM 10,000 | 1.00 | ||||
| Parental help with homework | |||||
| Always | 1.00 | ||||
| Sometimes | 1.12 | 0.92; 1.37 | 1.36 (1) | 0.244 | |
| Rarely | 1.46 | 1.16; 1.82 | 10.57 (1) | 0.001 | |
| Other | 1.23 | 0.94; 1.61 | 2.28 (1) | 0.131 | |
| Parents’ knowledge about respondent’s whereabouts | |||||
| Always | 1.00 | ||||
| Sometimes | 1.40 | 1.16; 1.69 | 12.58 (1) | <0.001 | |
| Rarely | 1.36 | 0.97; 1.88 | 3.36 (1) | 0.067 | |
| Never | 2.14 | 1.17; 3.94 | 6.03 (1) | 0.014 | |
| Frequency of intense arguments between parents | |||||
| Always | 1.83 | 1.24; 2.70 | 9.306 (1) | 0.002 | |
| Sometimes | 1.45 | 1.18; 1.79 | 11.97 (1) | 0.001 | |
| Rarely | 1.06 | 0.88; 1.27 | 0.37 (1) | 0.546 | |
| Never | 1.00 | ||||
| Frequency of intense arguments between respondent and parents | |||||
| Always | 2.04 | 1.26; 3.30 | 8.45 (1) | 0.004 | |
| Sometimes | 1.89 | 1.49; 2.38 | 27.55 (1) | <0.001 | |
| Rarely | 1.30 | 1.09; 1.56 | 8.97 (1) | 0.003 | |
| Never | 1.00 | ||||
| Overprotective parents | |||||
| Always | 1.40 | 1.06; 1.86 | 5.45 (1) | 0.021 | |
| Sometimes | 1.35 | 1.03; 1.79 | 4.55 (1) | 0.033 | |
| Rarely | 1.02 | 0.76; 1.36 | 0.01 (1) | 0.909 | |
| Never | 1.00 | ||||
a Likelihood-Ratio Test (LR).
Characteristics of school factors related to bullying involvement.
| Variable | Raw OR | 95% CI | ᵡ2 Stat.(df) a | ||
|---|---|---|---|---|---|
| Student’s interest in attending school | |||||
| Yes | 1.00 | ||||
| No | 3.52 | 1.53; 2.61 | 25.94 (1) | <0.001 | |
| Student’s love towards the school | |||||
| Yes | 1.00 | ||||
| No | 2.21 | 1.79; 2.84 | 37.17 (1) | <0.001 | |
| Presence of at least 1 person the students can share their feelings within the school | |||||
| Yes | 1.00 | ||||
| No | 1.22 | 1.03; 1.43 | 5.42 (1) | 0.022 | |
| Affection towards their teacher | |||||
| Yes | 1.00 | ||||
| No | 2.49 | 1.79; 3.47 | 29.17 | <0.001 | |
| Frequency of appraisal from teacher | |||||
| Always | 1.00 | ||||
| Sometimes | 1.23 | 1.05; 1.44 | 6.37 (1) | 0.012 | |
| Rarely | 1.65 | 1.31; 2.10 | 17.95 (1) | <0.001 | |
| Never | 1.59 | 1.12; 2.25 | 6.73 (1) | 0.009 | |
| Mischievous/Troublemaker in classroom | |||||
| Yes | 2.76 | 2.03; 3.75 | 42.20 (1) | <0.001 | |
| No | 1.00 | ||||
| Majority of peers are helpful in the classroom | |||||
| Always | 1.00 | ||||
| Sometimes | 1.40 | 1.19; 1.64 | 17.91 (1) | <0.001 | |
| Rarely | 1.98 | 1.56; 2.52 | 31.46 (1) | <0.001 | |
| Never | 3.48 | 2.06; 5.89 | 21.60 (1) | <0.001 | |
| Sense of belonging in school | |||||
| Always | 1.00 | ||||
| Sometimes | 1.10 | 0.93; 1.30 | 1.30 (1) | 0.254 | |
| Rarely | 1.69 | 1.33; 2.15 | 18.27 (1) | <0.001 | |
| Never | 1.52 | 1.20; 1.92 | 12.34 (1) | <0.001 | |
| Frequency of skipping class | |||||
| Once | 2.04 | 1.61; 2.59 | 34.44 (1) | <0.001 | |
| 2–3 | 2.33 | 1.81; 3.01 | 42.42 (1) | <0.001 | |
| >3 | 5.40 | 3.28; 8.88 | 44.20 (1) | <0.001 | |
| Never | 1.00 | ||||
| Frequency of truancy from school (days) | |||||
| 1–15 | 1.24 | 1.05; 1.46 | 6.24 (1) | 0.013 | |
| 15–25 | 2.90 | 1.86; 4.53 | 21.90 (1) | <0.001 | |
| >25 | 2.68 | 1.61; 4.46 | 14.29 (1) | <0.001 | |
| Never | 1.00 | ||||
Raw OR = Raw Odd Ratio; CI = Confidence Interval; df = degree of freedom, a Likelihood-Ratio Test (LR).
Collinearity diagnosis via variance inflation factor.
| Factor | Standardized Coefficient No | 95% CI | Collinearity Statistics | |||
|---|---|---|---|---|---|---|
| B | Error Std. | Tolerance | VIF | |||
| Constants | 0.997 | 0.081 | <0.001 | 0.84; 1.16 | ||
| Age | −0.008 | 0.005 | 0.097 | −0.02; 0.01 | 0.978 | 1.023 |
| Gender | −0.093 | 0.012 | <0.001 | −0.12; −0.07 | 0.953 | 1.050 |
| Ethnicity | 0.002 | 0.006 | 0.713 | −0.01; 0.02 | 0.973 | 1.028 |
| Time spent on the internet during weekends | 0.019 | 0.006 | 0.02 | 0.01; 0.03 | 0.989 | 1.012 |
| Level of psychological distress | 0.060 | 0.006 | <0.001 | 0.05; 0.07 | 0.933 | 1.071 |
| No. of friends | −0.029 | 0.010 | 0.005 | −0.05; −0.01 | 0.956 | 1.046 |
| Frequency of fights with friends | −0.051 | 0.008 | <0.001 | −0.07; −0.04 | 0.941 | 1.062 |
| Household incomes | 0.017 | 0.007 | 0.019 | 0.03; 0.05 | 0.989 | 1.011 |
| Mischievous/Troublemaker in class | 0.061 | 0.019 | 0.002 | 0.02; 0.09 | 0.919 | 1.089 |
| Affection towards their teacher | −0.062 | 0.021 | 0.004 | −0.11; −0.02 | 0.913 | 1.096 |
| Frequency of appraisal by teacher | 0.024 | 0.007 | 0.001 | 0.01; 0.04 | 0.933 | 1.072 |
Error Std = Error Standard; CI = Confidence Interval; VIF = Variance Inflation Factor.
Hosmer dan Lemeshow test.
| Chi-Square | df | |
|---|---|---|
| 6.069 | 8 | 0.640 |
df = degree of freedom.
Classification Table.
| Observed | Predicted | |||
|---|---|---|---|---|
| Dichotomous Overall Outcome Logic | Actual Percentage | |||
| Overall dichotomous outcome | Not Involved | Involved | ||
| Not Involved | 156 | 779 | 16.7 | |
| Involved | 112 | 3415 | 96.8 | |
| Total percentage | 80.0 | |||
Determinant factors of bullying involvement.
| Variable | Adj. | 95% CI | ᵡ2 Stat. (df) a | ||
|---|---|---|---|---|---|
| INDIVIDUAL | |||||
| Age | |||||
| 13 | 1.38 | 1.12; 1.70 | 9.31 (1) | 0.002 | |
| 14 | 1.13 | 0.93; 1.37 | 1.53 (1) | 0.217 | |
| 16 | 1 | ||||
| Gender | |||||
| Male | 1.73 | 1.47; 2.04 | 42.17 (1) | <0.001 | |
| Female | 1.00 | ||||
| Ethnicity | |||||
| Malay | 0.66 | 0.47; 0.91 | 6.49 (1) | 0.011 | |
| Chinese | 0.45 | 0.31; 0.65 | 18.18 (1) | <0.001 | |
| Indian | 0.56 | 0.38; 0.84 | 7.91 (1) | 0.005 | |
| Others | 1.00 | ||||
| Time spent on social media on weekends (hours) | |||||
| <1 | 1.09 | 0.84; 1.42 | 0.40 (1) | 0.528 | |
| 1–4 | 1.43 | 1.09; 1.87 | 6.87 (1) | 0.009 | |
| >4 | 1.28 | 1.69; 3.10 | 28.53 (1) | <0.001 | |
| Never | 1.00 | ||||
| Level of psychological distress | |||||
| Good | 1.00 | ||||
| Mild | 1.39 | 1.14; 1.69 | 11.03 (1) | 0.001 | |
| Moderate | 1.93 | 1.55; 2.40 | 34.51 (1) | <0.001 | |
| Severe | 2.55 | 1.94; 3.34 | 45.66 (1) | <0.001 | |
| PEER | |||||
| No. of friends | |||||
| Many | 1.00 | ||||
| A Few | 0.69 | 0.56; 0.86 | 11.21 (1) | 0.001 | |
| Not Many | 0.92 | 0.65; 1.30 | 0.24 (1) | 0.625 | |
| None | 1.54 | 0.50; 4.58 | 0.54 (1) | 0.463 | |
| Frequency of quarrels/fights with friends | |||||
| Always | 2.12 | 1.24; 3.26 | 8.08 (1) | 0.004 | |
| Sometimes | 1.85 | 1.45; 2.36 | 24.54 (1) | <0.001 | |
| Rarely | 1.51 | 1.21; 1.86 | 13.66 (1) | <0.001 | |
| Other | 1.00 | ||||
| SCHOOLS | |||||
| Mischievous/Troublemaker in class | |||||
| Yes | 1.52 | 1.06; 2.06 | 5.35 (1) | 0.021 | |
| No | 1.00 | ||||
| Affection towards their teacher | |||||
| Yes | 1.00 | ||||
| No | 1.53 | 1.06; 2.20 | 5.14 (1) | 0.023 | |
| Frequency of compliments from teachers | |||||
| Always | 1.00 | ||||
| Sometimes | 1.16 | 0.97; 1.38 | 2.66 (1) | 0.103 | |
| Rarely | 1.49 | 1.16; 1.94 | 9.34 (1) | 0.002 | |
| Never | 1.27 | 0.86; 1.89 | 1.45 (1) | 0.228 | |
| Majority of friends are very helpful in class | |||||
| Always | 1.00 | ||||
| Sometimes | 1.21 | 1.02; 1.44 | 4.66 (1) | 0.031 | |
| Rarely | 1.71 | 1.24; 2.09 | 12.45 (1) | <0.001 | |
| Never | 1.92 | 1.09; 3.38 | 5.13 (1) | 0.024 | |
| Intentionally skipping class | |||||
| Once | 1.67 | 1.30; 2.15 | 16.04 (1) | <0.001 | |
| 2–3 | 1.63 | 1.24; 2.14 | 12.27 (1) | <0.001 | |
| >3 | 2.91 | 2.90; 1.72 | 16.04 (1) | <0.001 | |
| Never | 1.00 | ||||
Raw OR = Raw Odd Ratio; CI = Confidence Interval; df = degree of freedom a Likelihood-Ratio Test (LR).