| Literature DB >> 33270041 |
César G Escobar-Viera1, Ariel Shensa2, Jaime Sidani1, Brian Primack3, Michael P Marshal4.
Abstract
BACKGROUND: Lesbian, gay, and bisexual (LGB) persons are disproportionately affected by depression and have high social media use rates. Negative social media experiences may modify depressive symptoms among LGB persons. We sought to assess the potential influence of negative social media experiences on the association between LGB orientation and depression.Entities:
Keywords: GSEM; LGBTQ; adolescent; depression; mental health; minority stress; sexual minorities; social media; survey; young adult
Year: 2020 PMID: 33270041 PMCID: PMC7746493 DOI: 10.2196/23520
Source DB: PubMed Journal: JMIR Ment Health ISSN: 2368-7959
Characteristics of the sample and associations with LGB orientation (N=2408).
| Characteristic | Whole sample | LGBa (n=497, 20.6%) | Non-LGB (n=1911, 79.4%) | |||
| Depression, mean (SD) | 6.2 (5.6) | 8.4 (6.3) | 5.6 (5.2) | <.001 | ||
| Negative social media experiences, mean (SD) | 1.9 (0.8) | 2.1 (0.8) | 1.8 (0.8) | <.001 | ||
| Time per day on social media, mean (SD) | 3.1 (2.9) | 3.7 (3.1) | 2.9 (2.9) | <.001 | ||
|
| <.001 | |||||
|
| Male | 1184 (49.2) | 197 (39.6) | 987 (51.7) |
| |
|
| Female | 1223 (50.8) | 300 (60.4) | 923 (48.3) |
| |
|
| .89 | |||||
|
| 18-24 | 460 (19.1) | 96 (19.3) | 364 (19.1) |
| |
|
| 25-30 | 1948 (80.9) | 401 (80.7) | 1547 (81.0) |
| |
|
| .15 | |||||
|
| White, non-Hispanic | 1607 (68.2) | 326 (67.6) | 1281 (68.4) |
| |
|
| Black, non-Hispanic | 180 (7.6) | 35 (7.3) | 145 (7.7) |
| |
|
| Hispanic | 339 (14.4) | 84 (17.4) | 255 (13.6) |
| |
|
| Asian | 198 (8.4) | 32 (6.6) | 166 (8.9) |
| |
|
| Otherd | 32 (1.4) | 5 (1.0) | 27 (1.4) |
| |
|
| .002 | |||||
|
| Some college or less | 1078 (44.8) | 252 (50.9) | 826 (43.3) |
| |
|
| College graduate or more | 1327 (55.2) | 243 (49.1) | 1084 (56.8) |
| |
|
| <.001 | |||||
|
| Married | 737 (30.6) | 111 (22.3) | 626 (32.8) |
| |
|
| Member of unmarried couple | 623 (25.9) | 167 (33.6) | 456 (23.9) |
| |
|
| Single | 1046 (43.5) | 219 (44.1) | 827 (43.3) |
| |
|
| .46 | |||||
|
| Significant other | 1103 (45.8) | 213 (42.9) | 890 (46.6) |
| |
|
| Parent/guardian | 505 (21.0) | 114 (22.9) | 391 (20.5) |
| |
|
| Alone | 444 (18.5) | 93 (18.7) | 351 (18.4) |
| |
|
| Other | 355 (14.8) | 77 (15.5) | 278 (14.6) |
| |
aLGB: lesbian, gay, and bisexual.
bSignificance derived from analysis of variance for characteristics measured on a continuous scale and chi-square test for characteristics measured on a categorical scale.
cColumn percentages may not equal 100 due to rounding.
dIncluded American Indian or Alaskan Native, Native Hawaiian or other Pacific Islander, and multiracial, non-Hispanic.
Generalized structural equation model (GSEM) results for conditional direct effects of LGB orientation and depressive symptoms (path c model) (N=2336).
| Characteristic | Observed coefficient | Bootstrapped standard error | BCB (95% CI)a | ||||
| LGBb orientation | 2.159 | 0.287 | 1.590 to 2.768 | ||||
| Social media time use | 0.286 | 0.047 | 0.212 to 0.391 | ||||
| Female sex assigned at birthc | 0.636 | 0.227 | 0.182 to 1.046 | ||||
| Age 18-24 yearsd | –0.025 | 0.293 | –0.587 to 0.548 | ||||
|
| |||||||
|
| Black, non-Hispanic | –0.651 | 0.408 | –1.340 to 0.274 | |||
|
| Hispanic | 0.045 | 0.340 | –0.594 to 0.765 | |||
|
| Asian | 0.331 | 0.372 | –0.334 to 1.188 | |||
|
| Other | –0.476 | 0.859 | –2.154 to 1.251 | |||
|
| |||||||
|
| Some college or less | 1.470 | 0.249 | 0.908 to 1.968 | |||
|
| |||||||
|
| Member of unmarried couple | 0.257 | 0.295 | –0.371 to 0.822 | |||
|
| Single | 0.251 | 0.411 | –0.466 to 1.056 | |||
|
| |||||||
|
| Parent/guardian | 0.935 | 0.389 | 0.306 to 1.834 | |||
|
| Alone | 1.002 | 0.425 | 0.247 to 1.979 | |||
|
| Other | 0.359 | 0.416 | –0.496 to 1.090 | |||
aBias-corrected bootstrapped 95% CI (200 bootstrapped samples).
bLGB: lesbian, gay, and bisexual.
cReference was Male.
dReference was 25-30 years of age.
eReference was White.
fReference was College graduate or more.
gReference was Married.
hReference was Living with significant other.
Generalized structural equation model (GSEM) results for conditional indirect effects of LGB orientation on depressive symptoms (path ab-c’ model) (N=2336).
| Characteristic | Observed coefficient | Bootstrapped standard error | BCB (95% CI)a | |||||
|
| ||||||||
|
| LGBb orientation | 0.229 | 0.039 | 0.162 to 0.319 | ||||
|
| Social media time use | 0.070 | 0.008 | 0.055, 0.084 | ||||
|
| Female sex assigned at birthc | –0.190 | 0.030 | –0.251 to 0.135 | ||||
|
| Age 18 to 24d | 0.146 | 0.048 | 0.057 to 0.251 | ||||
|
|
| |||||||
|
|
| Black, non-Hispanic | 0.127 | 0.076 | –0.001 to 0.311 | |||
|
|
| Hispanic | –0.045 | 0.049 | –0.129 to 0.054 | |||
|
|
| Asian | 0.072 | 0.059 | –0.038 to 0.203 | |||
|
|
| Other | –0.050 | 0.145 | –0.314 to 0.260 | |||
|
|
| |||||||
|
|
| Some college or less | 0.071 | 0.037 | 0.007 to 0.135 | |||
|
|
| |||||||
|
|
| Member of unmarried couple | –0.041 | 0.043 | –0.142 to 0.033 | |||
|
|
| Single | –0.021 | 0.054 | –0.130 to 0.066 | |||
|
|
| |||||||
|
|
| Parent/guardian | –0.008 | 0.058 | –0.110 to 0.126 | |||
|
|
| Alone | 0.145 | 0.062 | 0.035 to 0.286 | |||
|
|
| Other | –0.051 | 0.054 | –0.150 to 0.070 | |||
|
|
| Parent/guardian | –0.008 | 0.058 | –0.110 to 0.126 | |||
|
| ||||||||
|
| LGB orientation | 1.658 | 0.314 | 1.068 to 2.252 | ||||
|
| Negative social media experiences | 2.158 | 0.176 | 1.840 to 2.494 | ||||
|
| Social media time use | 0.134 | 0.047 | 0.054 to 0.233 | ||||
|
| Female sex assigned at birthc | 1.040 | 0.221 | 0.691 to 1.536 | ||||
|
| Age 18 to 24d | –0.359 | 0.308 | –0.943 to 0.189 | ||||
|
|
| |||||||
|
|
| Black, non-Hispanic | –0.856 | 0.447 | –1.635 to 0.183 | |||
|
|
| Hispanic | 0.165 | 0.352 | –0.438 to 1.048 | |||
|
|
| Asian | 0.191 | 0.362 | -0.527 to 1.090 | |||
|
|
| Other | –0.366 | 1.064 | –2.468 to 1.697 | |||
|
|
| |||||||
|
|
| Some college or less | 1.326 | 0.237 | 0.891 to 1.872 | |||
|
|
| |||||||
|
|
| Member of unmarried couple | 0.342 | 0.292 | –0.190 to 0.878 | |||
|
|
| Single | 0.297 | 0.379 | –0.345 to 1.036 | |||
|
|
| |||||||
|
|
| Parent/guardian | 0.932 | 0.388 | 0.224 to 1.748 | |||
|
|
| Alone | 0.725 | 0.399 | –0.244 to 1.401 | |||
|
|
| Other | 0.467 | 0.355 | –0.119 to 1.355 | |||
aBias-corrected bootstrapped 95% CI (200 bootstrapped samples).
bLGB: lesbian, gay, and bisexual.
cReference was Male.
dReference was 24-30 years of age.
eReference was White.
fReference was College graduate or more.
gReference was Married.
hReference was Living with significant other.
Figure 1Path model (ab-c’) presenting observed coefficients of the conditional effect of LGB orientation on depressive symptoms via negative social media experiences. LGB: lesbian, gay, and bisexual. *P<.001.