| Literature DB >> 33289847 |
Alba Vilaplana-Pérez1,2,3, Anna Sidorchuk1,2, Ana Pérez-Vigil1,2,4, Gustaf Brander1,2,5, Kayoko Isoumura1,2, Eva Hesselmark1,2, Laura Sevilla-Cermeño1,2,6, Unnur A Valdimarsdóttir7,8,9, Huan Song7,8,10, Andreas Jangmo7, Ralf Kuja-Halkola7, Brian M D'Onofrio7,11, Henrik Larsson7,12, Gemma Garcia-Soriano3, David Mataix-Cols1,2, Lorena Fernández de la Cruz1,2.
Abstract
Importance: Posttraumatic stress disorder (PTSD) has been associated with impaired educational performance. Previous studies on the disorder could not control for important measured and unmeasured confounders. Objective: To prospectively investigate the association between PTSD and objective indicators of educational attainment across the life span, controlling for familial factors shared by full siblings, psychiatric comorbidity, and general cognitive ability. Design, Setting, and Participants: This population-based cohort study included 2 244 193 individuals born in Sweden between January 1, 1973, and December 31, 1997, who were followed-up until December 31, 2013. Clusters of full siblings were used to account for familial factors. Data analyses were conducted between December 2018 and May 2020. Exposure: International Classification of Diseases, Ninth Revision and International Statistical Classification of Diseases and Related Health Problems, Tenth Revision diagnoses of PTSD in the Swedish National Patient Register. Main Outcomes and Measures: Eligibility to access upper secondary education after finishing compulsory education, finishing upper secondary education, starting a university degree, and finishing a university degree.Entities:
Mesh:
Year: 2020 PMID: 33289847 PMCID: PMC7724559 DOI: 10.1001/jamanetworkopen.2020.28477
Source DB: PubMed Journal: JAMA Netw Open ISSN: 2574-3805
Figure 1. Flowchart of the Study Population
The final study cohort comprised 2 244 193 individuals (51.3% male and 48.7% female).
Figure 2. Distribution of the Study Population
Shown is selection of subcohorts from the main birth cohort according to each educational milestone. The diagonal lines indicate the years when some individuals of the cohort were born and overlap with the oldest individuals of the cohort being old enough to finish upper secondary education. The white boxes in the middle of the figure framed by dashed lines indicate the years between when the individuals of the cohort were born and when they were not old enough to achieve the milestone.
Educational Attainment Among Individuals With PTSD Recorded Before the Corresponding Educational Milestone Compared With Unaffected Individuals From the General Population, Stratified by Sex
| Variable | No. (%) | OR (95% CI) | ||
|---|---|---|---|---|
| Individuals with PTSD | Individuals without PTSD | Unadjusted model | Adjusted model | |
| Compulsory education | ||||
| Eligibility to access upper secondary education, No. | 919 | 1 424 407 | NA | NA |
| All | 600 (65.3) | 1 300 034 (91.3) | 0.18 (0.16-0.21) | 0.18 (0.15-0.20) |
| Women | 468 (66.0) | 642 738 (92.5) | 0.16 (0.13-0.18) | 0.17 (0.15-0.20) |
| Men | 132 (62.9) | 657 296 (90.1) | 0.19 (0.14-0.25) | 0.20 (0.15-0.26) |
| Post–compulsory education | ||||
| Finishing upper secondary education, No. | 2013 | 1 999 931 | NA | NA |
| All | 670 (33.3) | 1 610 765 (80.5) | 0.12 (0.11-0.13) | 0.13 (0.12-0.14) |
| Women | 564 (34.3) | 805 517 (82.8) | 0.11 (0.10-0.12) | 0.13 (0.11-0.14) |
| Men | 106 (28.8) | 805 248 (78.4) | 0.11 (0.09-0.14) | 0.14 (0.11-0.17) |
| Starting a university degree, No. | 2243 | 1 794 164 | NA | NA |
| All | 357 (15.9) | 688 378 (38.4) | 0.30 (0.27-0.34) | 0.32 (0.28-0.35) |
| Women | 315 (17.2) | 396 771 (45.7) | 0.25 (0.22-0.28) | 0.31 (0.28-0.35) |
| Men | 42 (10.3) | 291 607 (31.5) | 0.25 (0.18-0.34) | 0.33 (0.24-0.45) |
| Finishing a university degree, No. | 2254 | 1 354 487 | NA | NA |
| All | 193 (8.6) | 351 049 (25.9) | 0.27 (0.23-0.31) | 0.27 (0.23-0.31) |
| Women | 172 (9.6) | 220 339 (33.7) | 0.21 (0.18-0.24) | 0.27 (0.23-0.31) |
| Men | 21 (4.6) | 130 710 (18.7) | 0.21 (0.13-0.32) | 0.27 (0.18-0.42) |
Abbreviations: NA, not applicable; OR, odds ratio; PTSD, posttraumatic stress disorder.
The denominators for the percentages of women and men with PTSD and without PTSD are the total number of women or men exposed and unexposed, respectively, in a corresponding subcohort. For example, in the subcohort for the analysis of finishing compulsory education, of 919 individuals with PTSD, 709 were women and 210 were men. These numbers were used as denominators for calculating the sex-specific percentages for those who achieved this milestone among exposed individuals (ie, [468 ÷ 709] × 100% = 66.0% for women and [132 ÷ 210] × 100% = 62.9% for men). The total number of exposed and unexposed individuals by sex within each subcohort is reported in eTable 2 in the Supplement.
All statistically significant.
Adjusted for sex, year of birth, maternal age at birth, and paternal age at birth.
Educational Attainment Among Individuals With PTSD Recorded Before the Corresponding Educational Milestone Compared With Their Unaffected Full Siblings
| Variable | No. (%) | OR (95% CI) | ||
|---|---|---|---|---|
| Full siblings with PTSD | Full siblings without PTSD | Unadjusted model | Adjusted model | |
| Compulsory education | ||||
| No. | 512 | 717 | NA | NA |
| Eligibility to access upper secondary education | 334 (65.2) | 579 (80.8) | 0.38 (0.28-0.51) | 0.40 (0.27-0.60) |
| Post–compulsory education | ||||
| No. | 1264 | 1916 | NA | NA |
| Finishing upper secondary education | 424 (33.5) | 1182 (61.7) | 0.24 (0.20-0.29) | 0.22 (0.17-0.27) |
| No. | 1407 | 2083 | NA | NA |
| Starting a university degree | 250 (17.8) | 516 (24.8) | 0.58 (0.48-0.71) | 0.53 (0.41-0.68) |
| No. | 1306 | 1881 | NA | NA |
| Finishing a university degree | 136 (10.4) | 301 (16.0) | 0.52 (0.40-0.67) | 0.48 (0.35-0.66) |
Abbreviations: NA, not applicable; OR, odds ratio; PTSD, posttraumatic stress disorder.
The denominators for the percentages of siblings with PTSD and without PTSD are the total number of exposed and unexposed siblings, respectively, in a corresponding subcohort. For example, in the subcohort for the analysis of finishing compulsory education, of 512 siblings with PTSD, 334 achieved this milestone. Therefore, the percentage among exposed siblings is 65.2% ([334 ÷ 512] × 100%).
All statistically significant.
Adjusted for sex, year of birth, maternal age at birth, and paternal age at birth.
Educational Attainment Among Individuals With PTSD Recorded Before the Corresponding Educational Milestone Compared With Unaffected Individuals From the General Population, Excluding Various Groups of Psychiatric Comorbidities
| Variable | Adjusted OR (95% CI) | |||||||
|---|---|---|---|---|---|---|---|---|
| Whole cohort | Disorders excluded | |||||||
| Neurodevelopmental | Conduct | Anxiety | Affective | Eating | Psychotic | Substance use | ||
| Compulsory education | ||||||||
| Eligibility to access upper secondary education | 0.18 (0.15-0.20) | 0.21 (0.18-0.26) | 0.19 (0.16-0.22) | 0.18 (0.14-0.22) | 0.18 (0.14-0.23) | 0.17 (0.15-0.20) | 0.19 (0.16-0.21) | 0.19 (0.16-0.22) |
| Post–compulsory education | ||||||||
| Finishing upper secondary education | 0.13 (0.12-0.14) | 0.15 (0.13-0.16) | 0.13 (0.12-0.15) | 0.15 (0.13-0.17) | 0.16 (0.14-0.18) | 0.13 (0.12-0.14) | 0.13 (0.12-0.15) | 0.16 (0.14-0.18) |
| Starting a university degree | 0.32 (0.28-0.35) | 0.38 (0.34-0.43) | 0.32 (0.29-0.36) | 0.38 (0.32-0.44) | 0.30 (0.25-0.36) | 0.30 (0.26-0.34) | 0.32 (0.29-0.36) | 0.37 (0.32-0.42) |
| Finishing a university degree | 0.27 (0.23-0.31) | 0.30 (0.26-0.35) | 0.27 (0.23-0.31) | 0.35 (0.28-0.43) | 0.29 (0.23-0.36) | 0.27 (0.23-0.32) | 0.29 (0.25-0.33) | 0.31 (0.27-0.37) |
Abbreviations: OR, odds ratio; PTSD, posttraumatic stress disorder.
All statistically significant. The ORs (95% CIs) are adjusted for sex, year of birth, maternal age at birth, and paternal age at birth.