Introduction
Experiences of Being Bullied Among Transgender and Cisgender Youth
Mental Health Symptoms Among Transgender and Cisgender Youth
Associations Between Bullying and Mental Health Symptoms
Diversity of Transgender Youth in the Research
Finnish Context
Current Study
Methods
Finnish School Health Promotion Study Data
n | All | Cisgender | Transgender | ||||
---|---|---|---|---|---|---|---|
Cisgirls n = 76,521 | Cisboys n = 69,735 | Transfeminine youth n = 1317 | Transmasculine youth n = 5307 | P valuea | |||
Exposure variable | |||||||
Experiences of being bullied | 152,880 | ||||||
No (%) | 126,069 | 82.5 | 82.0 | 84.4 | 63.3 | 68.4 | <0.0001 |
Less frequently (%) | 21,593 | 14.1 | 14.9 | 12.5 | 20.7 | 23.7 | <0.0001 |
At least once a week (%) | 5218 | 3.41 | 3.12 | 3.16 | 16.0 | 7.93 | <0.0001 |
Outcome variables | |||||||
Average or bad self-perceived health (%) | 151,732 | 26.0 | 31.9 | 16.3 | 38.4 | 65.0 | <0.0001 |
Worries about own mood (%) | 144,659 | 39.2 | 54.4 | 18.3 | 49.2 | 81.4 | <0.0001 |
Generalized anxiety (%) | 149,320 | 19.4 | 28.5 | 6.64 | 26.7 | 53.2 | <0.0001 |
Depressive symptoms (%) | 150,634 | 20.8 | 27.6 | 10.2 | 33.6 | 59.0 | <0.0001 |
Social anxiety (%) | 150,881 | 34.9 | 45.4 | 20.6 | 42.7 | 68.6 | <0.0001 |
Covariates | |||||||
Age, years (mean (sd)) | 152,880 | 16.2 (1.22) | 16.3 (1.23) | 16.2 (1.19) | 16.1 (1.30) | 16.0 (1.27) | <0.0001 |
Grade | 152,880 | ||||||
8th and 9th of comprehensive school (%) | 85,927 | 56.2 | 54.5 | 57.2 | 63.1 | 65.1 | <0.0001 |
1st and 2nd of general upper secondary school (%) | 46,329 | 30.3 | 34.5 | 26.1 | 23.7 | 25.8 | <0.0001 |
1st and 2nd of vocational upper secondary school (%) | 20,624 | 13.5 | 10.9 | 16.6 | 13.2 | 9.14 | <0.0001 |
Low maternal educationb (%) | 147,691 | 3.99 | 4.11 | 3.68 | 6.70 | 5.62 | <0.0001 |
Family’s economic situation poorc (%) | 150,995 | 5.04 | 5.80 | 3.75 | 8.02 | 10.2 | <0.0001 |
Lives placed outside home (%) | 148,790 | 1.10 | 1.03 | 1.07 | 2.38 | 2.15 | <0.0001 |
Foreign origin (%) | 150,799 | 5.22 | 5.12 | 5.22 | 11.4 | 5.33 | <0.0001 |
Measures
Gender identity
Experiences of being bullied
Mental health and wellbeing indicators
Sociodemographic and socioeconomic background indicators
Statistical Methods
Cisgender | Transgender | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Poor health indicators | All n = 152,880 | Cisgirls n = 76,521 | Cisboys n = 69,735 | Transfeminine youth n = 1317 | Transmasculine youth n = 5307 | |||||
N/n | OR (95% CI) | N/n | OR (95% CI) | N/n | OR (95% CI) | N/n | OR (95% CI) | N/n | OR (95% CI) | |
Average or bad self-perceived health | ||||||||||
Experiences of being bullied | 39475/151732 | 24255/76068 | 11293/69094 | 499/1299 | 3428/5271 | |||||
No (reference) | 29133/125162 | 1 | 18031/62398 | 1 | 8561/58332 | 1 | 301/824 | 1 | 2240/3608 | 1 |
Less frequently | 8070/21426 | 2.10 (2.04–2.17) | 4986/11313 | 2.00 (1.92–2.09) | 2088/8598 | 2.03 (1.92–2.14) | 111/270 | 1.28 (0.96–1.70) | 885/1245 | 1.56 (1.35–1.80) |
At least once a week | 2272/5144 | 2.79 (2.63–2.95) | 1238/2357 | 2.83 (2.61–3.08) | 644/2164 | 2.70 (2.45–2.97) | 87/205 | 1.36 (0.99–1.87) | 303/418 | 1.69 (1.35–2.13) |
P for heterogeneity | <0.0001 | <0.0001 | <0.0001 | 0.08 | <0.0001 | |||||
P for gender identity interaction | <0.0001 | |||||||||
Worries about own mood | ||||||||||
Experiences of being bullied | 56739/144659 | 40042/73559 | 11847/64655 | 609/1237 | 4241/5208 | |||||
No (reference) | 42276/118904 | 1 | 30490/60152 | 1 | 8625/54417 | 1 | 361/783 | 1 | 2800/3552 | 1 |
Less frequently | 11502/20734 | 2.61 (2.53–2.69) | 7797/11072 | 2.64 (2.52–2.76) | 2474/8162 | 2.78 (2.64–2.94) | 138/257 | 1.56 (1.16–2.09) | 1093/1243 | 2.23 (1.84–2.70) |
At least once a week | 2961/5021 | 3.14 (2.96–3.33) | 1755/2335 | 3.51 (3.19–3.87) | 748/2076 | 3.72 (3.38–4.10) | 110/197 | 1.68 (1.21–2.33) | 348/413 | 1.69 (1.27–2.24) |
P for heterogeneity | <0.0001 | <0.0001 | <0.0001 | 0.0007 | <0.0001 | |||||
P for gender identity interaction | <0.0001 | |||||||||
Generalized anxiety | ||||||||||
Experiences of being bullied | 28967/149320 | 21358/74861 | 4515/68008 | 338/1267 | 2756/5184 | |||||
No (reference) | 20153/123285 | 1 | 15320/61442 | 1 | 2964/57480 | 1 | 164/811 | 1 | 1705/3552 | 1 |
Less frequently | 6652/21004 | 2.57 (2.48–2.66) | 4751/11106 | 2.39 (2.29–2.49) | 1055/8414 | 2.97 (2.75–3.20) | 84/257 | 2.16 (1.57–2.98) | 762/1227 | 1.85 (1.61–2.12) |
At least once a week | 2162/5031 | 4.29 (4.04–4.55) | 1287/2313 | 4.10 (3.77–4.46) | 496/2114 | 6.47 (5.80–7.22) | 90/199 | 3.60 (2.54–5.11) | 289/405 | 2.84 (2.26–3.57) |
P for heterogeneity | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 | |||||
P for gender identity interaction | <0.0001 | |||||||||
Depressive symptoms | ||||||||||
Experiences of being bullied | 31378/150634 | 20822/75526 | 7024/68566 | 435/1293 | 3097/5249 | |||||
No (reference) | 22073/124257 | 1 | 14927/61979 | 1 | 4939/57871 | 1 | 236/822 | 1 | 1971/3585 | 1 |
Less frequently | 7027/21264 | 2.41 (2.33–2.49) | 4622/11207 | 2.27 (2.17–2.37) | 1476/8543 | 2.48 (2.33–2.65) | 101/267 | 1.67 (1.24–2.24) | 828/1247 | 1.66 (1.44–1.91) |
At least once a week | 2278/5113 | 3.99 (3.77–4.23) | 1273/2340 | 3.90 (3.58–4.24) | 609/2152 | 4.78 (4.33–5.29) | 98/204 | 2.53 (1.82–3.51) | 298/417 | 2.09 (1.67–2.63) |
P for heterogeneity | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 | |||||
P for gender identity interaction | <0.0001 | |||||||||
Social anxiety | ||||||||||
Experiences of being bullied | 52674/150881 | 34393/75755 | 14113/68564 | 554/1297 | 3614/5265 | |||||
No (reference) | 39747/124513 | 1 | 26491/62175 | 1 | 10544/57909 | 1 | 320/825 | 1 | 2392/3604 | 1 |
Less frequently | 10125/21264 | 2.01 (1.95–2.07) | 6370/11239 | 1.78 (1.71–1.85) | 2709/8512 | 2.24 (2.13–2.36) | 125/267 | 1.55 (1.16–2.06) | 921/1246 | 1.41 (1.22–1.64) |
At least once a week | 2802/5104 | 2.73 (2.58–2.89) | 1532/2341 | 2.59 (2.37–2.82) | 860/2143 | 3.26 (2.98–3.57) | 109/205 | 2.04 (1.48–2.80) | 301/415 | 1.31 (1.04–1.65) |
P for heterogeneity | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 | |||||
P for gender identity interaction | <0.0001 |
Cisgender | Transgender | |||
---|---|---|---|---|
Poor health indicatorsb | Cisgirls OR (95% CI) | Cisboys OR (95% CI) | Transfeminine youth OR (95% CI) | Transmasculine youth OR (95% CI) |
Average or bad self-perceived health | ||||
Reference group: cisboys with no bullying experiences | ||||
Experiences of being bullied | ||||
No (reference) | 2.39 (2.32–2.46) | 1 | 3.37 (2.92–3.89) | 9.81 (9.13–10.5) |
Less frequently | 4.83 (4.63–5.05) | 1.97 (1.87–2.08) | 4.27 (3.34–5.45) | 15.5 (13.6–17.5) |
At least once a week | 6.90 (6.34–7.50) | 2.61 (2.38–2.88) | 4.51 (3.41–5.96) | 16.8 (13.5–20.9) |
Reference group: cisboys with less frequent bullying experiences | ||||
Experiences of being bullied | ||||
Less frequently (reference) | 2.45 (2.30–2.61) | 1 | 2.16 (1.69–2.78) | 7.84 (6.86–8.95) |
Reference group: cisboys with bullying experiences at least once a week | ||||
Experiences of being bullied | ||||
At least once a week (reference) | 2.64 (2.33–2.98) | 1 | 1.72 (1.29–2.31) | 6.43 (5.09–8.13) |
Worries about own mood | ||||
Reference group: cisboys with no bullying experiences | ||||
Experiences of being bullied | ||||
No (reference) | 5.40 (5.25–5.55) | 1 | 4.60 (3.98–5.31) | 21.0 (19.3–22.9) |
Less frequently | 14.5 (13.8–15.2) | 2.67 (2.54–2.82) | 7.15 (5.57–9.19) | 47.1 (39.6–56.0) |
At least once a week | 19.4 (17.6–21.4) | 3.55 (3.23–3.90) | 7.69 (5.76–10.3) | 35.9 (27.5–47.0) |
Reference group: cisboys with less frequent bullying experiences | ||||
Experiences of being bullied | ||||
Less frequently (reference) | 5.42 (5.09–5.77) | 1 | 2.68 (2.08–3.45) | 17.6 (14.7–21.0) |
Reference group: cisboys with bullying experiences at least once a week | ||||
Experiences of being bullied | ||||
At least once a week (reference) | 5.47 (4.80–6.24) | 1 | 2.17 (1.60–2.93) | 10.1 (7.63–13.4) |
Generalized anxiety | ||||
Reference group: cisboys with no bullying experiences | ||||
Experiences of being bullied | ||||
No (reference) | 6.01 (5.76–6.26) | 1 | 4.65 (3.90–5.54) | 17.2 (15.9–18.5) |
Less frequently | 14.5 (13.7–15.3) | 2.82 (2.61–3.04) | 9.49 (7.31–12.3) | 32.7 (29.0–37.0) |
At least once a week | 25.0 (22.9–27.4) | 6.08 (5.46–6.77) | 15.9 (12.0–21.1) | 50.8 (40.8–63.3) |
Reference group: cisboys with less frequent bullying experiences | ||||
Experiences of being bullied | ||||
Less frequently (reference) | 5.15 (4.78–5.54) | 1 | 3.37 (2.58–4.40) | 11.6 (10.2–13.3) |
Reference group: cisboys with bullying experiences at least once a week | ||||
Experiences of being bullied | ||||
At least once a week (reference) | 4.12 (3.61–4.69) | 1 | 2.61 (1.94–3.52) | 8.36 (6.59–10.6) |
Depressive symptoms | ||||
Reference group: cisboys with no bullying experiences | ||||
Experiences of being bullied | ||||
No (reference) | 3.35 (3.24–3.47) | 1 | 4.30 (3.69–5.02) | 13.1 (12.2–14.1) |
Less frequently | 7.76 (7.40–8.14) | 2.34 (2.19–2.49) | 6.78 (5.29–8.69) | 22.3 (19.8–25.2) |
At least once a week | 13.4 (12.3–14.7) | 4.44 (4.03–4.90) | 10.2 (7.74–13.5) | 28.7 (23.1–35.5) |
Reference group: cisboys with less frequent bullying experiences | ||||
Experiences of being bullied | ||||
Less frequently (reference) | 3.32 (3.10–3.55) | 1 | 2.90 (2.25–3.73) | 9.55 (8.38–10.9) |
Reference group: cisboys with bullying experiences at least once a week | ||||
Experiences of being bullied | ||||
At least once a week (reference) | 3.03 (2.67–3.43) | 1 | 2.30 (1.72–3.08) | 6.45 (5.11–8.13) |
Social anxiety | ||||
Reference group: cisboys with no bullying experiences | ||||
Experiences of being bullied | ||||
No (reference) | 3.28 (3.20–3.37) | 1 | 2.84 (2.47–3.27) | 8.81 (8.19–9.47) |
Less frequently | 5.96 (5.71–6.22) | 2.15 (2.04–2.26) | 4.05 (3.18–5.15) | 13.0 (11.5–14.8) |
At least once a week | 8.74 (8.00–9.54) | 3.11 (2.84–3.40) | 5.25 (3.98–6.91) | 12.2 (9.86–15.2) |
Reference group: cisboys with less frequent bullying experiences | ||||
Experiences of being bullied | ||||
Less frequently (reference) | 2.78 (2.62–2.95) | 1 | 1.88 (1.48–2.41) | 6.07 (5.30–6.94) |
Reference group: cisboys with bullying experiences at least once a week | ||||
Experiences of being bullied | ||||
At least once a week (reference) | 2.81 (2.49–3.18) | 1 | 1.69 (1.27–2.25) | 3.94 (3.13–4.98) |