Table 2. Association between educational attainment and mental health outcomes.
Outcome | HUNT | UK Biobank | Meta-analysis | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
B | LCI | UCI | SE | p | B | LCI | UCI | SE | p | B | LCI | UCI | SE | p | |
Anxiety | |||||||||||||||
OLS EA | −0.07 | −0.08 | −0.06 | 0.01 | 2.68×10−25 | −0.02 | −0.05 | 0.00 | −0.02 | 0.090 | −0.06 | −0.11 | −0.01 | 0.03 | 0.017 |
OLS EA + FE | −0.05 | −0.07 | −0.03 | 0.01 | 6.03×10−07 | −0.02 | −0.07 | 0.02 | −0.02 | 0.286 | −0.04 | −0.06 | −0.03 | 0.01 | 5.49×10−07 |
1SMR | −0.20 | −0.26 | −0.13 | 0.04 | 3.07×10−08 | −0.22 | −0.34 | −0.10 | −0.22 | 2.99×10−04 | −0.20 | −0.26 | −0.14 | 0.03 | 1.89×10−10 |
1SMR + FE | −0.08 | −0.24 | 0.08 | 0.08 | 0.347 | −0.65 | −1.25 | −0.04 | −0.65 | 0.036 | −0.17 | −0.33 | −0.00 | 0.08 | 0.049 |
Depression | |||||||||||||||
OLS EA | −0.09 | −0.10 | −0.07 | 0.01 | 5.52×10−40 | −0.06 | −0.09 | −0.03 | −0.06 | 2.05×10−05 | −0.08 | −0.09 | −0.07 | 0.01 | 2.34×10−44 |
OLS EA + FE | −0.06 | −0.08 | −0.04 | 0.01 | 1.76×10−10 | −0.02 | −0.07 | 0.02 | −0.02 | 0.328 | −0.06 | −0.07 | −0.04 | 0.01 | 4.13×10−10 |
1SMR | −0.06 | −0.13 | 0.00 | 0.03 | 0.058 | −0.34 | −0.47 | −0.21 | −0.34 | 1.20×10−07 | −0.11 | −0.43 | 0.22 | 0.17 | 0.518 |
1SMR + FE | −0.03 | −0.20 | 0.13 | 0.08 | 0.674 | −1.00 | −1.68 | −0.31 | −1.00 | 0.004 | −0.18 | −1.26 | 0.89 | 0.55 | 0.739 |
Neuroticism | |||||||||||||||
OLS EA | −0.11 | −0.13 | −0.09 | 0.01 | 6.94×10−33 | −0.08 | −0.09 | −0.06 | 0.01 | 6.93×10−31 | −0.09 | −0.12 | −0.06 | 0.02 | 1.21×10−07 |
OLS EA + FE | −0.07 | −0.09 | −0.04 | 0.01 | 6.21×10−08 | −0.04 | −0.06 | −0.02 | 0.01 | 1.01×10−04 | −0.05 | −0.08 | −0.02 | 0.01 | 5.96×10−04 |
1SMR | −0.44 | −0.53 | −0.34 | 0.05 | 3.89×10−18 | −0.20 | −0.25 | −0.14 | 0.03 | 7.96×10−13 | −0.30 | −0.53 | −0.06 | 0.12 | 0.015 |
1SMR + FE | −0.40 | −0.62 | −0.17 | 0.11 | 4.44×10−04 | −0.22 | −0.40 | −0.04 | 0.09 | 0.016 | −0.29 | −0.43 | −0.15 | 0.07 | 3.64×10−05 |
Psych. med. * | |||||||||||||||
LOG EA | 0.85 | 0.79 | 0.90 | 0.03 | 1.72×10−07 | 0.63 | 0.53 | 0.74 | 0.08 | 4.37×10−08 | 0.85 | 0.82 | 0.88 | 0.02 | 2.85×10−19 |
LOG EA + FE | 0.90 | 0.82 | 0.99 | 0.05 | 0.027 | 0.47 | 0.25 | 0.87 | 0.31 | 0.017 | 0.93 | 0.88 | 0.98 | 0.03 | 0.007 |
1SMR | 0.56 | 0.44 | 0.71 | 0.12 | 1.93×10−06 | 0.85 | 0.82 | 0.89 | 0.02 | 3.41×10−14 | 0.60 | 0.52 | 0.69 | 0.07 | 5.31×10−13 |
1SMR + FE | 0.60 | 0.32 | 1.14 | 0.33 | 0.120 | 0.95 | 0.89 | 1.01 | 0.03 | 0.116 | 0.52 | 0.34 | 0.82 | 0.23 | 0.004 |
Abbreviations and symbology: B, coefficient; SE, standard error; LCI, low 95% confidence interval; UCI, upper 95% confidence interval; p, p value; n, number; OLS, ordinary least squares regression; LOG, logistic regression; EA, educational attainment; FE, within-sibship adjustment; PGS-edu, educational attainment polygenic score; 1SMR, one-sample Mendelian randomization; Psych. med., psychotropic medication usage;
coefficient and confidence intervals were exponentiated and hence odd ratios are presented.