Table 1.
List of the studies included in the review.
n | Article | Age | N | Social media | Disorder/symptoms | Findings | ES |
---|---|---|---|---|---|---|---|
1 | Szwedo et al. (23) | 13/20 | 89 |
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Depressive symptoms, social anxiety | – (depr); + (s.anx) | 0.40–0.60 |
2 | Moreno et al. (24) | 18–19 | 66 | ![]() |
Alcohol use | + | 0.72 |
3 | Pumper and Moreno (25) | 12–14 | 315 | ![]() |
Alcohol use | + | 0.15 |
4 | Tiggemann and Slater (26) | 13–15 | 1,087 |
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Body image concerns | + | 0.26 |
5 | D'Angelo et al. (27) | 18–19 | 312 | ![]() |
Alcohol use | + | 0.20 |
6 | Huang et al. (28) | 14–15 | 1,563 |
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Alcohol and cigarette use | ns | na |
7 | Birnbaum et al. (29)) | 12–21 | 80 |
![]() ![]() ![]() |
Psycotic-spectrum and mood disorder | na | na |
8 | Nesi and Prinstein (30) | 12–16 | 619 |
![]() ![]() |
Depressive symptoms | + | 0.53 |
9 | Bert et al. (31) | 18 | 341 | ![]() |
Pro-anorexia | na | na |
10 | Ehrenreich and Underwood (2016) | 18 | 125 | ![]() |
Internalizing symptoms | + | 0.58 |
11 | Frison et al. (32) | 12–19 | 1,612 | ![]() |
Depressive symptoms | ns | 0.58 |
12 | Marczinski et al. (33) | 19 | 146 | ![]() |
Alcohol use | + | 0.44 |
13 | Moreno et al. (34) | 17–19 | 94 |
![]() ![]() |
Alcohol use | + | 0.47–0.92 |
14 | Naeemi and Tamam (35) | 13–16 | 401 | ![]() |
Psychological well-being | – | 0.67 |
15 | Sampasa-Kanyinga and Chaput (36) | 11–19 | 4,468 |
![]() ![]() ![]() ![]() |
Body image concerns | + | 0.39 |
16 | Abar et al. (37) | 19 | 252 | ![]() |
Substance use | na | na |
17 | Frison and Eggermont (38) | 12–19 | 671 | ![]() |
Depressed mood | + | 0.42 |
18 | Gul et al. (39) | 13–19 | 289 | ![]() |
ADHD | + | 0.69 |
19 | Jacob et al. (40) | 16–24 | 21 | ![]() |
Self-injury | + | na |
20 | Nesi et al. (30) | 15–16 | 658 | ![]() |
Alcohol use | + | 0.43 |
21 | Nesi et al. (30) | 13–16 | 816 |
![]() ![]() |
Depressive symptoms | + | 0.85 |
22 | Pontes (41) | 10-18 | 509 | ![]() |
Depressive symptoms, anxiety | + | 0.62–0.68 |
23 | Spilkova et al. (42) | 16 | 4,887 |
![]() ![]() ![]() ![]() |
Binge drinking, marjiuana use | + (drink); ns (marj) | 0.88 |
24 | van Rooij et al. (43) | 12–15 | 3,945 | ![]() |
Depressive symptoms, social anxiety | + | 0.45–0.95 |
25 | Weinstein (44) | 14–18 | 507 | ![]() |
Depressive symptoms | + | 0.68 |
26 | Brown et al. (45) | 16 | 52 | ![]() |
Self-injury, suicidal ideation | na | na |
27 | Muzaffar et al. (46) | 12–20 | 102 | ![]() |
Depressive symptoms, social anxiety | ns | na |
28 | Niu et al. (47) | 12–18 | 764 | QZ | Depressive symptoms | + | 0.44 |
29 | Settanni et al. (48) | 15 | 283 | ![]() |
ADHD symptoms | + | 0.56 |
30 | Chang et al. (49) | 12–16 | 303 | ![]() |
Body esteem | – | 0.58 |
31 | de Vries et al. (50) | 12–19 | 440 | ![]() |
Body dissatisfaction | + | 0.49 |
32 | Louragli et al. (51) | 12–19 | 541 | ![]() |
Anxiety, nomophobia | + | 0.50–0.98 |
33 | Negriff (52) | 13/21 | 319 | ![]() |
Depressive symptoms | - | 0.58 |
34 | Przepiorka and Blachnio (53) | 12–17 | 426 | ![]() |
Depressive symptoms | + | 0.83 |
35 | Raudsepp and Kais (54) | 13 | 397 |
![]() ![]() ![]() |
Depressive symptoms | + | 0.72 |
36 | Savolainen et al. (55) | 15–25 | 4,816 |
![]() ![]() ![]() ![]() |
Alcohol use | + | 0.12–0.43 |
37 | Shakir et al. (2019) | 12–18 | 537 |
![]() ![]() ![]() ![]() ![]() |
Cyberbullying | na | na |
38 | Steers et al. (56) | 17–19 | 316 | ![]() |
alcohol use | + | 0.69 |
39 | Vannucci and Ohannessian (57) | 11-14 | 1205 |
![]() ![]() ![]() ![]() ![]() |
Depressive symptoms, panic disorder symptoms | + | 0.28-.92 |
40 | Yurdagül et al. (58) | 14–19 | 491 | ![]() |
Depressive symptoms, anxiety, social anxiety, body dissatisfaction | + | 0.28–0.50 |
41 | Boursier et al. (59) | 13–19 | 693 |
![]() ![]() ![]() ![]() |
Body image concerns | + | 0.36 |
42 | Fardouly et al. (60) | 10–12 | 528 |
![]() ![]() ![]() |
Depressive symptoms, social anxiety, body satisfaction | + (depr.); ns (s.anx); – (body) | 0.43–0.82 |
43 | Stockdale and Coyne (61) | 17/19 | 385 |
![]() ![]() ![]() |
Depressive symptoms, anxiety | ns (depr.); + (anx) | 0.36 |
44 | Brown et al. (62) | 16 | 59 | ![]() |
Self-injury | na | na |
Age, range of age of the participants; N, sample size; ES, effect size; +, directly proportional; –, inversely proportional; ns, non-significant; na, not applicable; , Facebook;
, Instagram;
, Twitter;
, YouTube;
, Snapchat;
, Tumblr;
, Skype; MS, MySpace; QZ, QZone. Icons of social media platforms have been created using the fontawesome package (63).