Copyright
©The Author(s) 2017.
World J Psychiatr. Mar 22, 2017; 7(1): 60-76
Published online Mar 22, 2017. doi: 10.5498/wjp.v7.i1.60
Published online Mar 22, 2017. doi: 10.5498/wjp.v7.i1.60
Table 1 Associations between bullying victimization in children and adolescents and mental health outcomes
Data points | Pooled OR | 95%CI lower bound | 95%CI upper bound | Cochran’s Q | I² (%) | Test for heterogeneity (P value) | |
Poor mental health | |||||||
Pooling all | 39 | 1.6 | 1.42 | 1.81 | 303.79 | 87.49 | < 0.01 |
Study type | |||||||
Retrospective/cross-sectional | 25 | 1.8 | 1.44 | 2.25 | 211.78 | 88.67 | < 0.01 |
Prospective cohort | 14 | 1.39 | 1.29 | 1.49 | 22.12 | 41.24 | 0.05 |
Sex | |||||||
Male | 3 | 2.49 | 1.86 | 3.32 | 0.44 | 0 | 0.8 |
Female | 3 | 2.38 | 1.41 | 4 | 6.95 | 71.22 | 0.03 |
Twins | 3 | 1.41 | 1.27 | 1.56 | 2.5 | 20.09 | 0.29 |
Severity of bullying | |||||||
Sometimes | 8 | 1.5 | 1.27 | 1.76 | 47.68 | 85.23 | < 0.01 |
Frequent | 8 | 1.52 | 1.18 | 1.95 | 51.4 | 86.38 | < 0.01 |
Anxiety | |||||||
Pooling all | 58 | 1.77 | 1.34 | 2.33 | 3816.23 | 98.51 | < 0.01 |
Anxiety | 32 | 1.56 | 1.39 | 1.75 | 434.61 | 92.87 | < 0.01 |
Social phobia | 8 | 2.48 | 1.59 | 3.86 | 11.01 | 36.41 | 0.14 |
Generalised anxiety disorder | 2 | 2.83 | 1.38 | 5.84 | 0.11 | 0 | 0.74 |
PTSD | 12 | 6.41 | 1.93 | 21.22 | 497.11 | 97.79 | < 0.01 |
Specific phobia | 1 | 2.4 | 1 | 5.6 | - | - | - |
Separation anxiety disorder | 1 | 4.6 | 2 | 10.6 | - | - | - |
Panic disorder | 1 | 3.1 | 1.5 | 6.5 | - | - | - |
Agoraphobia | 1 | 4.6 | 1.7 | 12.5 | - | - | - |
Study type | |||||||
Retrospective/cross-sectional | 39 | 2.02 | 1.21 | 3.38 | 3697.48 | 98.97 | < 0.01 |
Prospective cohort | 19 | 1.29 | 1.06 | 1.55 | 84.03 | 78.58 | < 0.01 |
Age of bullying | |||||||
Less than 13 yr | 13 | 1.4 | 0.58 | 3.41 | 123.12 | 90.25 | < 0.01 |
Older than 13 yr | 45 | 1.81 | 1.29 | 2.56 | 3688.82 | 98.81 | < 0.01 |
Sex | |||||||
Male | 16 | 1.84 | 1.3 | 2.59 | 112.23 | 86.63 | < 0.01 |
Female | 15 | 2.46 | 1.74 | 3.48 | 124.39 | 88.74 | < 0.01 |
Severity of bullying | |||||||
Sometimes | 7 | 1.46 | 1.06 | 2 | 43.41 | 86.18 | < 0.01 |
Frequent | 25 | 2.47 | 1.94 | 3.14 | 122.47 | 80.4 | < 0.01 |
Geographic location and income level | |||||||
Low-to-middle income | 22 | 2.41 | 1.75 | 3.32 | 175.97 | 88.07 | < 0.01 |
High income | 36 | 1.67 | 1.24 | 2.25 | 3441.17 | 98.98 | < 0.01 |
Depression | |||||||
Pooling all | 92 | 2.21 | 1.34 | 3.65 | 14525.32 | 99.37 | < 0.01 |
Major depressive disorder | 2 | 2.27 | 0.68 | 7.57 | 2.07 | 51.63 | 0.15 |
Study type | |||||||
Retrospective/cross-sectional | 63 | 1.95 | 1.24 | 3.07 | 2594.97 | 97.61 | < 0.01 |
Prospective cohort | 29 | 3.03 | 1.31 | 6.98 | 4583.05 | 99.39 | < 0.01 |
Age of bullying | |||||||
Less than 13 yr | 36 | 2.11 | 1.63 | 2.72 | 544.9 | 93.58 | < 0.01 |
Older than 13 yr | 56 | 2.29 | 1.24 | 4.23 | 13806.72 | 99.6 | < 0.01 |
Sex | |||||||
Male | 27 | 2.07 | 1.48 | 2.89 | 443.84 | 94.14 | < 0.01 |
Female | 21 | 2.13 | 1.18 | 3.86 | 313.5 | 93.62 | < 0.01 |
Severity of bullying | |||||||
Sometimes | 15 | 1.78 | 1.39 | 2.28 | 78.61 | 82.19 | < 0.01 |
Frequent | 28 | 3.26 | 2.45 | 4.34 | 224.43 | 87.97 | < 0.01 |
Geographic location and income level | |||||||
Low-to-middle income | 13 | 2.53 | 1.75 | 3.68 | 143.98 | 91.67 | < 0.01 |
High income | 79 | 2.15 | 1.26 | 3.68 | 14351.72 | 99.46 | < 0.01 |
Psychotic symptoms | |||||||
Specific psychiatric symptoms | 6 | 2.07 | 1.49 | 2.87 | 20.57 | 75.69 | < 0.01 |
Non-clinical psychotic experiences | 9 | 2.68 | 2.03 | 3.54 | 15.1 | 47.03 | 0.06 |
Psychotic symptoms | 5 | 2.73 | 1.97 | 3.77 | 10.86 | 63.16 | 0.03 |
Personality disorders | |||||||
Anti-social personality disorder | 2 | 0.58 | 0.15 | 2.28 | 2.53 | 60.48 | 0.11 |
Borderline personality disorder | 3 | 2.2 | 1.4 | 3.46 | 4.8 | 58.31 | 0.09 |
Eating disorders | |||||||
Bulimia nervosa | 1 | 3 | 1.4 | 6.2 | - | - | - |
Anorexia nervosa | 1 | 0.004 | 0 | 251 | - | - | - |
Non-suicidal self injury | |||||||
Pooling all | 30 | 1.75 | 1.4 | 2.19 | 749.02 | 96.13 | < 0.01 |
Study type | |||||||
Retrospective/cross-sectional | 21 | 1.55 | 1.09 | 2.22 | 721.15 | 97.23 | < 0.01 |
Prospective cohort | 9 | 1.65 | 1.34 | 2.02 | 19.39 | 58.75 | 0.01 |
Sex | |||||||
Male | 6 | 4.86 | 3.35 | 7.07 | 13.56 | 63.12 | 0.02 |
Female | 4 | 2.7 | 2 | 3.65 | 8.92 | 66.37 | 0.03 |
Twins | 2 | 2.57 | 1.79 | 3.7 | 0.12 | 0 | 0.73 |
Severity of bullying | |||||||
Sometimes | 6 | 1.57 | 1.09 | 2.25 | 34.04 | 85.31 | < 0.01 |
Frequent | 7 | 2.52 | 1.6 | 3.97 | 54.49 | 88.99 | < 0.01 |
Suicidal ideation | |||||||
Pooling all | 105 | 1.77 | 1.56 | 2.02 | 2093.5 | 95.03 | < 0.01 |
Study type | |||||||
Retrospective/cross-sectional | 86 | 1.8 | 1.56 | 2.09 | 2037.46 | 95.83 | < 0.01 |
Prospective cohort | 19 | 1.68 | 1.38 | 2.05 | 38.98 | 53.82 | < 0.01 |
Age of bullying | |||||||
Less than 13 yr | 22 | 1.85 | 1.48 | 2.3 | 74.4 | 71.77 | < 0.01 |
Older than 13 yr | 83 | 1.75 | 1.51 | 2.03 | 1984.06 | 95.87 | < 0.01 |
Sex | |||||||
Male | 21 | 1.95 | 1.64 | 2.32 | 76.6 | 73.89 | < 0.01 |
Female | 18 | 2.15 | 1.84 | 2.52 | 33.15 | 48.72 | 0.01 |
Severity of bullying | |||||||
Sometimes | 16 | 1.53 | 1.28 | 1.82 | 35.19 | 57.38 | < 0.01 |
Frequent | 21 | 2.59 | 2.06 | 3.25 | 49.83 | 59.87 | < 0.01 |
Geographic location and income level | |||||||
Low-to-middle income | 11 | 1.31 | 1.06 | 1.61 | 60.02 | 83.34 | < 0.01 |
High income | 94 | 1.8 | 1.43 | 2.26 | 1894.91 | 95.09 | < 0.01 |
Suicide attempt | |||||||
Pooling all | 48 | 2.13 | 1.66 | 2.73 | 1110.46 | 95.77 | < 0.01 |
Suicidal attempt/non-suicidal self injury | 3 | 2.97 | 1.68 | 5.23 | 6.33 | 68.42 | 0.04 |
Study type | |||||||
Retrospective/cross-sectional | 40 | 2.03 | 1.46 | 2.84 | 1105.65 | 96.47 | < 0.01 |
Prospective cohort | 8 | 2.04 | 1.38 | 3.01 | 4.34 | 0 | 0.74 |
Age of bullying | |||||||
Less than 13 yr | 11 | 2.11 | 1.65 | 2.69 | 11.49 | 12.98 | 0.32 |
Older than 13 yr | 37 | 1.52 | 0.82 | 2.83 | 579.75 | 93.79 | < 0.01 |
Sex | |||||||
Male | 7 | 2.93 | 1.65 | 5.18 | 15.38 | 54.5 | 0.02 |
Female | 7 | 2.89 | 1.52 | 5.49 | 24.23 | 71.11 | < 0.01 |
Severity of bullying | |||||||
Sometimes | 9 | 2.19 | 1.71 | 2.8 | 7.52 | 0 | 0.48 |
Frequent | 12 | 3.77 | 2.55 | 5.58 | 28.31 | 61.14 | < 0.01 |
Geographic location and income level | |||||||
Low-to-middle income | 4 | 1.91 | 1.07 | 3.43 | 22.18 | 86.47 | < 0.01 |
High income | 44 | 2.17 | 1.69 | 2.8 | 1084.61 | 96.04 | < 0.01 |
Behavioural problems | |||||||
Pooling all | 54 | 1.37 | 1.18 | 1.59 | 862.4 | 93.85 | < 0.01 |
Study type | |||||||
Retrospective/cross-sectional | 29 | 1.18 | 0.99 | 1.41 | 311.21 | 91 | < 0.01 |
Prospective cohort | 25 | 1.56 | 0.94 | 2.58 | 413.53 | 94.2 | < 0.01 |
Sex | |||||||
Male | 9 | 1.35 | 0.68 | 2.67 | 450.06 | 98.22 | < 0.01 |
Female | 7 | 1.99 | 0.97 | 4.1 | 88.07 | 93.19 | < 0.01 |
Twins | 2 | 1.19 | 0.94 | 1.5 | 7.31 | 86.31 | 0.01 |
Severity of bullying | |||||||
Sometimes | 8 | 1.95 | 0.92 | 4.1 | 243.71 | 97.13 | < 0.01 |
Frequent | 8 | 2.26 | 0.76 | 6.69 | 163.51 | 95.72 | < 0.01 |
Externalising behaviours | 20 | 1.29 | 1.12 | 1.5 | 157.09 | 87.9 | < 0.01 |
Delinquent/deviant behaviour | 24 | 1.99 | 1.24 | 3.2 | 423.78 | 94.57 | < 0.01 |
Missed school | 7 | 1.49 | 0.99 | 2.23 | 38.4 | 84.37 | < 0.01 |
Disruptive behavioural disorders | |||||||
Attention deficit hyperactivity disorder | 1 | 2.6 | 0.8 | 8.5 | - | - | - |
Oppositional defiant disorder | 1 | 0.8 | 0.3 | 2.5 | - | - | - |
Conduct disorder | 1 | 2.6 | 0.8 | 8.8 | - | - | - |
Other mental health outcomes (not included above) | |||||||
Nervousness | 9 | 1.82 | 1.51 | 2.2 | 135.59 | 94.1 | < 0.01 |
Powerlessness | 2 | 1.06 | 0.95 | 1.18 | 1.64 | 39.18 | 0.2 |
Feeling low | 7 | 2.26 | 1.66 | 3.08 | 299.47 | 98 | < 0.01 |
Irritability or bad temper | 7 | 1.82 | 1.51 | 2.2 | 125.07 | 95.2 | < 0.01 |
Feel helpless | 5 | 3.2 | 2.01 | 5.09 | 273.51 | 98.54 | < 0.01 |
Feeling tense | 3 | 3.07 | 2.06 | 4.56 | 3.02 | 33.75 | 0.22 |
Unhappy/sad | 12 | 1.25 | 0.55 | 2.84 | 668.61 | 98.35 | < 0.01 |
Worried | 4 | 1.27 | 1.09 | 1.47 | 314.35 | 99.05 | < 0.01 |
Afraid | 3 | 2.68 | 1.18 | 6.09 | 9.49 | 78.92 | 0.01 |
Table 2 Associations between bullying victimization in children and adolescents and substance use
Data points | Pooled OR | 95%CI lower bound | 95%CI upper bound | Cochran’s Q | I² (%) | Test for heterogeneity (P value) | |
Alcohol use | |||||||
Pooling all | 53 | 1.26 | 1.00 | 1.58 | 10328.18 | 99.5 | < 0.01 |
Study type | |||||||
Retrospective/cross-sectional | 38 | 1.28 | 0.88 | 1.84 | 10256.15 | 99.64 | < 0.01 |
Prospective cohort | 15 | 1.19 | 0.87 | 1.62 | 67.87 | 79.37 | < 0.01 |
Sex | |||||||
Male | 6 | 0.61 | 0.49 | 0.77 | 4.89 | 0.00 | 0.43 |
Female | 4 | 0.88 | 0.50 | 1.57 | 6.36 | 52.86 | 0.1 |
Severity of bullying | |||||||
Sometimes | 6 | 1.72 | 0.84 | 3.50 | 86.17 | 94.20 | < 0.01 |
Frequent | 13 | 1.53 | 0.78 | 3.03 | 332.27 | 96.39 | < 0.01 |
Frequency of alcohol consumption | |||||||
Sometimes | 24 | 1.52 | 1.08 | 2.13 | 8416.94 | 99.73 | < 0.01 |
Frequent | 29 | 0.99 | 0.86 | 1.14 | 251.81 | 88.88 | < 0.01 |
Age of bullying | |||||||
Less than 13 yr | 16 | 1.23 | 0.93 | 1.63 | 1618.14 | 99.07 | < 0.01 |
Older than 13 yr | 37 | 1.31 | 0.96 | 1.80 | 6896.71 | 99.48 | < 0.01 |
Geographic location and income level | |||||||
Low-to-middle income | 11 | 1.37 | 0.75 | 2.49 | 8328.21 | 99.88 | < 0.01 |
High income | 42 | 1.08 | 0.91 | 1.27 | 462.84 | 91.14 | < 0.01 |
Tobacco use | |||||||
Pooling all | 35 | 1.36 | 0.96 | 1.92 | 418.71 | 91.88 | < 0.01 |
Study type | |||||||
Retrospective/cross-sectional | 26 | 1.17 | 0.59 | 2.31 | 394.92 | 93.67 | < 0.01 |
Prospective cohort | 9 | 1.62 | 1.31 | 1.99 | 11.48 | 30.33 | 0.18 |
Sex | |||||||
Male | 3 | 0.97 | 0.59 | 1.58 | 8.23 | 75.7 | 0.02 |
Female | 3 | 0.51 | 0.37 | 0.68 | 1.78 | 0 | 0.41 |
Severity of bullying | |||||||
Sometimes | 4 | 1.89 | 0.83 | 4.33 | 71.38 | 95.8 | < 0.01 |
Frequent | 4 | 3.19 | 1.19 | 8.58 | 39.85 | 92.47 | < 0.01 |
Frequency of smoking | |||||||
Sometimes | 28 | 1.36 | 0.89 | 2.06 | 400.72 | 93.26 | < 0.01 |
Frequent | 7 | 1.35 | 1.00 | 1.84 | 16.28 | 63.16 | 0.01 |
Illicit drug use | |||||||
Pooling all | 34 | 1.41 | 1.10 | 1.81 | 677.62 | 95.13 | < 0.01 |
Study type | |||||||
Retrospective/cross-sectional | 11 | 2.43 | 1.42 | 4.15 | 297.3 | 96.64 | < 0.01 |
Prospective cohort | 23 | 1.27 | 1.12 | 1.44 | 67.23 | 67.28 | < 0.01 |
Sex | |||||||
Male | 7 | 1.04 | 0.81 | 1.33 | 32.84 | 81.73 | < 0.01 |
Female | 5 | 1.17 | 1.03 | 1.33 | 3.26 | 0.00 | 0.52 |
Severity of bullying | |||||||
Sometimes | 7 | 1.22 | 0.78 | 1.90 | 160.47 | 96.26 | < 0.01 |
Frequent | 8 | 1.14 | 0.43 | 3.00 | 465.43 | 98.50 | < 0.01 |
Geographic location and income level | |||||||
Low-to-middle income | 5 | 4.05 | 2.18 | 7.55 | 98.61 | 95.94 | < 0.01 |
High income | 29 | 1.31 | 1.15 | 1.48 | 103.73 | 73.01 | < 0.01 |
Cannabis only all | 9 | 1.42 | 0.96 | 2.12 | 23.32 | 65.70 | < 0.01 |
Study type | |||||||
Retrospective/cross-sectional | 1 | 2.46 | 1.53 | 3.95 | - | - | - |
Prospective cohort | 8 | 1.36 | 0.90 | 2.05 | 18.14 | 61.41 | 0.01 |
Table 3 Associations between bullying victimization in children and adolescents and other health outcomes
Data points | Pooled OR | 95%CI lower bound | 95%CI upper bound | Cochran’s Q | I² (%) | Test for heterogeneity (P value) | |
Somatic symptoms | |||||||
Unspecified psychosomatic symptoms | 25 | 2.00 | 1.54 | 2.60 | 232.02 | 89.66 | < 0.01 |
Stomach ache | 25 | 1.76 | 1.53 | 2.03 | 138.73 | 82.7 | < 0.01 |
Sleeping difficulties | 24 | 1.73 | 1.46 | 2.05 | 574.91 | 96 | < 0.01 |
Headache | 26 | 1.64 | 1.38 | 1.94 | 169.16 | 85.22 | < 0.01 |
Bedwetting | 3 | 2.51 | 1.44 | 4.37 | 4.93 | 59.45 | 0.08 |
Feeling tired | 2 | 2.68 | 1.39 | 5.19 | 1.22 | 17.87 | 0.27 |
Poor appetite | 2 | 2.23 | 1.60 | 3.12 | 0 | 0 | 0.95 |
Back pain | 8 | 1.67 | 1.43 | 1.95 | 73.53 | 90.48 | < 0.01 |
Skin problems | 1 | 1.82 | 1.33 | 251 | - | - | - |
Dizziness | 9 | 1.64 | 1.38 | 1.95 | 76.57 | 89.55 | < 0.01 |
Eating and weight related problems | |||||||
Binge eating | 2 | 2.66 | 1.68 | 4.22 | 0.57 | 0 | 0.45 |
Non-diet soft drink consumption | 1 | 1.21 | 1.04 | 1.41 | - | - | - |
Skips breakfast | 6 | 1.41 | 1.20 | 1.65 | 11.89 | 57.94 | 0.04 |
Underweight | |||||||
Pooling all | 2 | 1.27 | 0.73 | 2.21 | 0 | 0 | 0.96 |
Sex | |||||||
Male | 1 | 1.28 | 0.69 | 2.37 | - | - | - |
Female | 1 | 1.24 | 0.19 | 2.29 | - | - | - |
Overweight | |||||||
Pooling all | 14 | 1.68 | 1.21 | 2.33 | 82.69 | 84.28 | < 0.01 |
Study type | |||||||
Retrospective/cross- sectional | 12 | 1.99 | 1.39 | 2.85 | 65.45 | 83.19 | < 0.01 |
Prospective cohort | 2 | 0.98 | 0.64 | 1.49 | 1.92 | 47.97 | 0.17 |
Sex | |||||||
Male | 7 | 1.22 | 0.99 | 1.49 | 8.04 | 25.4 | 0.23 |
Female | 7 | 2.22 | 1.28 | 3.84 | 50.17 | 88.04 | < 0.01 |
Severity of bullying | |||||||
Sometimes | 2 | 1.32 | 1.00 | 1.74 | 0.09 | 0 | 0.77 |
Frequent | 6 | 1.14 | 0.88 | 1.47 | 7.37 | 32.2 | 0.19 |
Obese | |||||||
Pooling all | 13 | 1.78 | 1.42 | 2.21 | 14.68 | 18.28 | 0.26 |
Study type | |||||||
Retrospective/cross-sectional | 10 | 1.97 | 1.53 | 2.53 | 7.22 | 0 | 0.61 |
Prospective cohort | 3 | 1.57 | 0.89 | 2.77 | 6.89 | 70.97 | 0.03 |
Sex | |||||||
Male | 6 | 1.94 | 1.45 | 2.60 | 4.88 | 0 | 0.43 |
Female | 6 | 2.15 | 1.57 | 2.94 | 2.22 | 0 | 0.82 |
Severity of bullying | |||||||
Sometimes | 2 | 1.63 | 1.11 | 2.38 | 0.52 | 0 | 0.47 |
Frequent | 6 | 2.09 | 1.59 | 2.75 | 5.26 | 4.86 | 0.39 |
Sexual behaviour problems | |||||||
Teen parent | 5 | 1.26 | 0.81 | 1.97 | 15.11 | 73.53 | < 0.01 |
Risky sexual behaviour | 4 | 2.28 | 0.95 | 5.48 | 23.43 | 87.2 | < 0.01 |
Early onset of sexual activities | 3 | 1.44 | 0.90 | 2.30 | 7.38 | 72.91 | 0.02 |
Pooling all | 12 | 1.51 | 1.01 | 2.25 | 85.66 | 87.16 | < 0.01 |
Study type | |||||||
Retrospective/cross-sectional | 3 | 1.77 | 0.42 | 7.52 | 54.97 | 96.36 | < 0.01 |
Prospective cohort | 9 | 1.34 | 0.98 | 1.84 | 23.88 | 66.51 | < 0.01 |
Severity of bullying | |||||||
Sometimes | 2 | 0.81 | 0.51 | 1.28 | 2.46 | 59.32 | 0.12 |
Frequent | 4 | 2.38 | 1.05 | 5.41 | 27.55 | 89.11 | < 0.01 |
Health services utilised | |||||||
Pooling all | 16 | 1.20 | 0.99 | 1.45 | 34.37 | 56.36 | < 0.01 |
Study type | |||||||
Retrospective/cross-sectional | 14 | 1.14 | 0.94 | 1.39 | 27.91 | 53.42 | 0.01 |
Prospective cohort | 2 | 1.54 | 0.65 | 3.61 | 4.43 | 77.43 | 0.04 |
Sex | |||||||
Male | 7 | 1.17 | 0.95 | 1.43 | 3.54 | 0 | 0.74 |
Female | 7 | 1.41 | 1.12 | 1.77 | 11.16 | 46.25 | 0.08 |
General medication use | |||||||
Pooling all | 12 | 1.16 | 0.80 | 1.70 | 117.98 | 90.68 | < 0.01 |
Study type | |||||||
Retrospective/cross-sectional | 11 | 0.99 | 0.56 | 1.75 | 112.26 | 91.09 | < 0.01 |
Prospective cohort | 1 | 1.67 | 1.09 | 2.58 | - | - | - |
Sex | |||||||
Male | |||||||
Medication for headache | 2 | 1.43 | 1.06 | 1.93 | 2.34 | 57.21 | 0.13 |
Medication for stomach-ache | 2 | 1.09 | 0.72 | 1.65 | 1.9 | 47.5 | 0.17 |
Female | |||||||
Medication for headache | 2 | 1.19 | 0.98 | 1.45 | 1.33 | 24.79 | 0.25 |
Medication for stomach-ache | 2 | 1.23 | 1.01 | 1.5 | 0.27 | 0 | 0.61 |
Severity of bullying | |||||||
Sometimes | 5 | 1.26 | 0.99 | 1.59 | 15.46 | 74.13 | < 0.01 |
Frequent | 5 | 1.72 | 1.11 | 2.67 | 24.9 | 83.93 | < 0.01 |
Over the counter drug misuse | 3 | 0.95 | 0.19 | 4.66 | 76.34 | 97.38 | < 0.01 |
Psychotropic medication use | |||||||
Pooling all | 13 | 1.28 | 0.72 | 2.26 | 205.76 | 94.17 | < 0.01 |
Study type | |||||||
Retrospective/cross-sectional | 11 | 0.95 | 0.32 | 2.8 | 195.34 | 94.88 | < 0.01 |
Prospective cohort | 2 | 1.31 | 0.66 | 2.6 | 5.61 | 82.18 | 0.02 |
Sex | |||||||
Male | |||||||
Medication for nervousness | 2 | 1.32 | 0.42 | 4.1 | 14.98 | 93.32 | < 0.01 |
Medication for sleeping | 2 | 1.89 | 1.33 | 2.67 | 1.59 | 37.28 | 0.21 |
Female | |||||||
Medication for nervousness | 2 | 1.97 | 1.49 | 2.59 | 1.06 | 5.88 | 0.3 |
Medication for sleeping | 2 | 1.83 | 1.42 | 2.36 | 0.27 | 0 | 0.6 |
Severity of bullying | |||||||
Sometimes | 6 | 1.66 | 1.26 | 2.18 | 18.54 | 73.04 | < 0.01 |
Frequent | 6 | 1.88 | 1.17 | 3.03 | 31.93 | 84.34 | < 0.01 |
Prescription drug misuse | 3 | 0.92 | 0.17 | 5.07 | 88.16 | 97.73 | < 0.01 |
Poor general health | |||||||
Pooling all | 29 | 1.83 | 1.45 | 2.31 | 133.31 | 79 | < 0.01 |
Study type | |||||||
Retrospective/cross-sectional | 22 | 1.71 | 1.21 | 2.42 | 112.06 | 81.26 | < 0.01 |
Prospective cohort | 7 | 1.56 | 1.07 | 2.28 | 19.72 | 69.57 | < 0.01 |
Sex | |||||||
Male | 9 | 1.95 | 1.16 | 3.27 | 20.5 | 60.98 | 0.01 |
Female | 9 | 2.36 | 1.11 | 5.04 | 52.78 | 84.84 | < 0.01 |
Severity of bullying | |||||||
Sometimes | 4 | 2.16 | 1.10 | 4.26 | 9.15 | 67.21 | 0.03 |
Frequent | 4 | 6.96 | 2.17 | 22.35 | 16.72 | 82.05 | < 0.01 |
Table 4 Associations between bullying victimization and academic and social functioning
Data points | Pooled OR | 95%CI lower bound | 95%CI upper bound | Cochran’s Q | I² (%) | Test for heterogeneity (P value) | |
Poor school functioning | |||||||
Pooling all | 6 | 1.10 | 0.87 | 1.38 | 82 | 93.9 | < 0.01 |
Study type | |||||||
Retrospective/cross-sectional | 3 | 1.24 | 1.22 | 1.27 | 0.33 | 0 | 0.85 |
Prospective cohort | 3 | 0.90 | 0.76 | 1.08 | 8.15 | 75.46 | 0.02 |
Severity of bullying | |||||||
Sometimes | 1 | 0.96 | 0.88 | 1.04 | - | - | - |
Frequent | 1 | 0.98 | 0.76 | 1.19 | - | - | - |
Academic achievement | |||||||
Poor academic achievement | |||||||
Pooling all | 6 | 1.33 | 1.06 | 1.66 | 11.17 | 55.25 | 0.02 |
Study type | |||||||
Retrospective/cross-sectional | 6 | 1.33 | 1.06 | 1.66 | 11.17 | 55.25 | 0.02 |
Good academic achievement | |||||||
Pooling all | 4 | 0.71 | 0.60 | 0.85 | 8.81 | 65.97 | 0.07 |
Study type | |||||||
Retrospective/cross-sectional | 3 | 0.86 | 0.8 | 0.92 | 2.89 | 30.69 | 0.58 |
Prospective cohort | 1 | 0.46 | 0.28 | 0.76 | - | - | - |
Sex | |||||||
Male | 2 | 1.24 | 0.88 | 1.74 | 2.49 | 59.8 | 0.65 |
Female | 2 | 1.32 | 0.99 | 1.75 | 1.4 | 28.7 | 0.84 |
Severity of bullying | |||||||
Sometimes | 1 | 0.88 | 0.83 | 0.93 | - | - | - |
Frequent | 1 | 0.80 | 0.70 | 0.93 | - | - | - |
Poor financial and occupational functioning | |||||||
Pooling all prospective cohort | 16 | 1.14 | 0.87 | 1.50 | 92.97 | 83.86 | < 0.01 |
Severity of bullying | |||||||
Sometimes | 3 | 1.00 | 0.9 | 1.11 | 0.04 | 0 | 0.98 |
Frequent | 3 | 0.81 | 0.61 | 1.07 | 2.68 | 25.32 | 0.26 |
Social isolation | |||||||
Loneliness | |||||||
Pooling all | 13 | 1.89 | 1.39 | 2.57 | 3120.66 | 99.62 | < 0.01 |
Study type | |||||||
Retrospective/cross-sectional | 13 | 1.89 | 1.39 | 2.57 | 3120.66 | 99.62 | < 0.01 |
Sex | |||||||
Male | 4 | 2.58 | 1.62 | 4.10 | 222.21 | 98.65 | < 0.01 |
Female | 3 | 3.92 | 1.95 | 7.90 | 19.53 | 89.76 | < 0.01 |
Severity of bullying | |||||||
Sometimes | 2 | 2.09 | 1.98 | 2.20 | 0.39 | 0 | 0.53 |
Frequent | 4 | 4.12 | 2.24 | 7.60 | 23.32 | 87.13 | < 0.01 |
Self esteem | |||||||
Pooling all | 14 | 0.99 | 0.92 | 1.07 | 93.73 | 86.13 | < 0.01 |
Study type | |||||||
Retrospective/cross-sectional | 4 | 1.13 | 0.83 | 1.54 | 76.58 | 96.08 | < 0.01 |
Prospective cohort | 10 | 0.97 | 0.93 | 1.01 | 12.32 | 26.93 | 0.2 |
Sex | |||||||
Male | 5 | 0.96 | 0.88 | 1.06 | 20.65 | 80.63 | < 0.01 |
Female | 4 | 0.95 | 0.88 | 1.03 | 5.74 | 47.7 | 0.13 |
Severity of bullying | |||||||
Sometimes | 5 | 0.99 | 0.95 | 1.04 | 1.61 | 0 | 0.81 |
Frequent | 5 | 0.95 | 0.87 | 1.04 | 9.65 | 58.54 | 0.05 |
Social problems | |||||||
Pooling all | 22 | 1.02 | 0.74 | 1.42 | 427.13 | 95.08 | < 0.01 |
Study type | |||||||
Retrospective/cross-sectional | 5 | 2.86 | 1.42 | 5.76 | 38.09 | 89.5 | < 0.01 |
Prospective cohort | 17 | 0.89 | 0.74 | 1.06 | 72.36 | 77.89 | < 0.01 |
Sex | |||||||
Male | 1 | 2.89 | 1.45 | 5.73 | - | - | - |
Female | 1 | 8.10 | 4.60 | 14.26 | - | - | - |
Severity of bullying | |||||||
Sometimes | 3 | 0.9 | 0.83 | 0.96 | 0.5 | 0 | 0.78 |
Frequent | 3 | 0.81 | 0.72 | 0.92 | 3.67 | 45.49 | 0.16 |
Criminal behaviour | |||||||
Pooling all | 33 | 1.04 | 0.78 | 1.39 | 133.36 | 76.01 | < 0.01 |
Carrying a weapon | 8 | 1.59 | 1.27 | 1.98 | 19.16 | 63.47 | 0.01 |
Violent offense/behaviour | 6 | 1.25 | 1.01 | 1.56 | 2.46 | 0 | 0.78 |
Study type | |||||||
Retrospective/cross-sectional | 9 | 1.01 | 0.47 | 2.14 | 106.83 | 92.51 | < 0.01 |
Prospective cohort | 24 | 1.05 | 0.92 | 1.19 | 25.72 | 10.58 | 0.31 |
Sex | |||||||
Male | 11 | 1.00 | 0.82 | 1.22 | 13.78 | 27.43 | 0.18 |
Female | 4 | 0.70 | 0.46 | 1.04 | 0.38 | 0 | 0.94 |
Severity of bullying | |||||||
Sometimes | 5 | 0.97 | 0.75 | 1.26 | 7.37 | 45.74 | 0.12 |
Frequent | 8 | 1.22 | 0.86 | 1.74 | 16.33 | 57.13 | 0.02 |
Other outcomes reported | |||||||
Good quality of later life | 6 | 0.85 | 0.78 | 0.93 | 17.42 | 71.29 | < 0.01 |
Poor life satisfaction | 6 | 2.26 | 1.41 | 3.60 | 3.79 | 0 | 0.58 |
Problematic internet usage | 1 | 2.36 | 1.58 | 3.54 | - | - | - |
Picked on by siblings | 1 | 1.69 | 1.38 | 2.07 | - | - | - |
Table 5 Strength of evidence for a causal relationship between bullying victimization and adverse health or psychosocial problems
Strength of evidence | Adverse health or psychosocial problem |
Convincing | Anxiety; depression; poor mental health; poor general health; non-suicidal self-injury; suicide attempts; suicide ideation |
Probable | Tobacco use; illicit drug use |
Possible | Alcohol use; psychotic symptoms; increased use of health services in females; lower academic achievement; social isolation; loneliness; psychosomatic symptoms, overweight and obesity |
Insufficient | Binge eating; bulimia nervosa; borderline personality disorder; behavioural problems; carrying a weapon; general medication use; health services sought; poor financial and occupational functioning; psychotropic medication use; poor school functioning; sexual behavioural problems; poor life satisfaction |
- Citation: Moore SE, Norman RE, Suetani S, Thomas HJ, Sly PD, Scott JG. Consequences of bullying victimization in childhood and adolescence: A systematic review and meta-analysis. World J Psychiatr 2017; 7(1): 60-76
- URL: https://www.wjgnet.com/2220-3206/full/v7/i1/60.htm
- DOI: https://dx.doi.org/10.5498/wjp.v7.i1.60