| Literature DB >> 32073627 |
Michael Fleming1, Catherine A Fitton2, Markus F C Steiner2, James S McLay2, David Clark3, Albert King4, Daniel F Mackay1, Jill P Pell1.
Abstract
BACKGROUND: Childhood depression is relatively common, under-researched and can impact social and cognitive function and self-esteem.Entities:
Keywords: Depression; educational outcomes; health; population cohort; prescribing; record linkage
Mesh:
Substances:
Year: 2020 PMID: 32073627 PMCID: PMC7660154 DOI: 10.1093/ije/dyaa002
Source DB: PubMed Journal: Int J Epidemiol ISSN: 0300-5771 Impact factor: 7.196
Characteristics of schoolchildren by receipt of antidepressant medication
| No antidepressants | Antidepressants | |||||
|---|---|---|---|---|---|---|
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| |||||
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| % |
| % |
| ||
| Socio-demographic factors (recorded annually on pupil census) | ||||||
| Sex | ||||||
| Male | 388 537 | 51.1 | 1752 | 32.8 | <0.001 | |
| Female | 372 358 | 48.9 | 3590 | 67.2 | ||
| Missing | 0 | 0 | ||||
| Average age over all school years attended | ||||||
| Mean (SD) | 10.92 (3.65) | 14.00 (2.47) | <0.001 | |||
| Deprivation quintile | ||||||
| 1 (most deprived) | 172 776 | 22.7 | 1016 | 19.1 | <0.001 | |
| 2 | 152 464 | 20.1 | 1102 | 20.7 | ||
| 3 | 146 776 | 19.3 | 1147 | 21.5 | ||
| 4 | 148 445 | 19.5 | 1077 | 20.2 | ||
| 5 (least deprived) | 139 849 | 18.4 | 991 | 18.6 | ||
| Missing | 585 | 9 | ||||
| Ethnic group | ||||||
| White | 722 929 | 96.2 | 5180 | 97.7 | <0.001 | |
| Asian | 17 715 | 2.4 | 62 | 1.2 | ||
| Black | 1963 | 0.3 | 2 | 0.0 | ||
| Mixed | 6684 | 0.9 | 44 | 0.8 | ||
| Other | 2064 | 0.3 | 12 | 0.2 | ||
| Missing | 9540 | 42 | ||||
| Medication prescribed for other conditions during study period | ||||||
| Diabetes | 3271 | 0.4 | 59 | 1.1 | <0.001 | |
| Asthma | 45 312 | 6.0 | 587 | 11.0 | <0.001 | |
| Epilepsy | 4857 | 0.6 | 454 | 8.5 | <0.001 | |
| ADHD | 7222 | 0.9 | 191 | 3.6 | <0.001 | |
| Maternity factors (recorded at time of birth) | ||||||
| Maternal age (years) | ||||||
| ≤24 | 208 448 | 27.4 | 1430 | 26.8 | 0.015 | |
| 25–29 | 222 830 | 29.3 | 1705 | 31.9 | ||
| 30–34 | 215 418 | 28.3 | 1515 | 28.4 | ||
| ≥35 | 114 187 | 15.0 | 692 | 13.0 | ||
| Missing | 12 | 0 | ||||
| Maternal smoking | ||||||
| No | 487 887 | 72.4 | 3223 | 69.3 | <0.001 | |
| Yes | 186 356 | 27.6 | 1430 | 30.7 | ||
| Missing | 86 652 | 689 | ||||
| Parity | ||||||
| 0 | 343 259 | 45.3 | 2404 | 45.1 | 0.648 | |
| 1 | 262 234 | 34.6 | 1905 | 35.7 | ||
| >1 | 151 541 | 20.0 | 1027 | 19.2 | ||
| Missing | 3861 | 6 | ||||
| Mode of delivery | ||||||
| SVD | 512 522 | 67.4 | 3692 | 69.1 | 0.001 | |
| Assisted vaginal | 91 041 | 12.0 | 616 | 11.5 | ||
| Breech vaginal | 2214 | 0.3 | 19 | 0.4 | ||
| Elective CS | 57 912 | 7.6 | 402 | 7.5 | ||
| Emergency CS | 97 041 | 12.8 | 613 | 11.5 | ||
| Other | 163 | 0.0 | 0 | 0.0 | ||
| Missing | 2 | 0 | ||||
| Gestation (weeks) | ||||||
| <28 | 1143 | 0.1 | 11 | 0.2 | 0.013 | |
| 28–32 | 6995 | 0.9 | 63 | 1.2 | ||
| 33–36 | 35 346 | 4.6 | 255 | 4.8 | ||
| 37 | 37 346 | 4.9 | 273 | 5.1 | ||
| 38 | 95 288 | 12.5 | 702 | 13.2 | ||
| 39 | 157 658 | 20.7 | 1080 | 20.2 | ||
| 40 | 228 780 | 30.1 | 1649 | 30.9 | ||
| 41 | 170 093 | 22.4 | 1099 | 20.6 | ||
| 42 | 26 926 | 3.5 | 198 | 3.7 | ||
| >42 | 762 | 0.1 | 8 | 0.1 | ||
| Missing | 558 | 4 | ||||
| Sex-gestation-specific birthweight centile | ||||||
| 1–3 | 31 253 | 4.1 | 232 | 4.3 | 0.003 | |
| 4–10 | 68 129 | 9.0 | 517 | 9.7 | ||
| 11–20 | 90 638 | 11.9 | 710 | 13.3 | ||
| 21–80 | 447 064 | 58.8 | 3054 | 57.2 | ||
| 81–90 | 64 925 | 8.5 | 437 | 8.2 | ||
| 91–97 | 40 949 | 5.4 | 270 | 5.1 | ||
| 98–100 | 16 963 | 2.2 | 116 | 2.2 | ||
| Missing | 974 | 6 | ||||
| 5-minute Apgar | ||||||
| 1–3 | 3674 | 0.5 | 35 | 0.7 | 0.180 | |
| 4–6 | 7252 | 1.0 | 50 | 0.9 | ||
| 7–10 | 742 161 | 98.5 | 5244 | 98.4 | ||
| Missing | 7808 | 13 | ||||
ADHD, attention deficit hyperactivity disorder; N, number; SVD, spontaneous vaginal delivery; CS, Caesarean section. P-values created using chi-square tests for categorical data, chi-square tests for trend for ordinal data and t-tests for continuous data (age).
Deprivation quintile can change across different school years if a child’s family move house. Therefore, the most commonly occurring deprivation quintile was chosen for each pupil across all of their school records in the study period. If two or more deprivation quintiles occurred equally, then the last known deprivation quintile was used in the analyses.
Association between receipt of antidepressants and record of special educational need: overall and by sex, age and area deprivation
| Model 1 | Model 2 | Model 3 | ||||
|---|---|---|---|---|---|---|
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| OR | 95% CI | OR | 95% CI | OR | 95% CI | |
| Overall | 1.99 | 1.87–2.12 | 2.24 | 2.10–2.39 | 1.77 | 1.65–1.90 |
| Boys | 2.71 | 2.47–2.97 | 2.66 | 2.42–2.94 | 2.06 | 1.85–2.30 |
| Girls | 2.02 | 1.86–2.20 | 1.93 | 1.77–2.11 | 1.54 | 1.40–1.70 |
| <11 years | 2.74 | 2.36–3.19 | 2.73 | 2.32–3.20 | 2.01 | 1.68–2.41 |
| 11–14 years | 1.52 | 1.39–1.67 | 1.78 | 1.62–1.96 | 1.42 | 1.28–1.58 |
| >14 years | 2.00 | 1.86–2.15 | 2.46 | 2.29–2.65 | 1.99 | 1.84–2.16 |
| 1 (more deprived) | 1.60 | 1.40–1.83 | 1.73 | 1.51–1.98 | 1.36 | 1.17–1.58 |
| 2 | 1.86 | 1.63–2.13 | 2.05 | 1.79–2.35 | 1.62 | 1.39–1.88 |
| 3 | 1.94 | 1.70–2.21 | 2.19 | 1.91–2.50 | 1.73 | 1.49–2.01 |
| 4 | 2.40 | 2.09–2.75 | 2.72 | 2.37–3.13 | 2.15 | 1.84–2.51 |
| 5 (least deprived) | 2.70 | 2.32–3.13 | 2.93 | 2.51–3.42 | 2.32 | 1.96–2.74 |
Model 1—unadjusted.
Model 2—adjusted for age at outcome, sex, deprivation quintile, ethnic group, maternal age, maternal smoking, parity, mode of delivery, gestation at delivery, sex- and gestation-specific birthweight centile and 5-minute Apgar score.
Model 3—also adjusted for co-morbid conditions (diabetes, asthma, epilepsy and attention deficit hyperactivity disorder).
N—number of records (number of children).
Subgroups therefore not adjusted for sex.
Subgroups therefore not adjusted for age.
Subgroups therefore not adjusted for deprivation quintile.
Age—age at receiving special educational need.
OR, odds ratio; CI, confidence interval.
All p < 0.001.
Figure 1.Forest plot of the associations between antidepressant treatment and unemployment among 217 919 schoolchildren: overall and by sex and area deprivation. Adjusted for age, sex, deprivation quintile and ethnic group, maternal age, maternal smoking, parity, mode of delivery, gestation at delivery, sex- and gestation-specific birthweight centile, 5-minute Apgar score and co-morbid chronic conditions (attention deficit hyperactivity disorder, epilepsy, asthma, diabetes). SIMD, Scottish Index of Multiple Deprivation. Solid circles/triangles/squares denote odds ratios; bars denote 95% confidence intervals.
Figure 2.Forest plot of the association between antidepressant treatment and all-cause hospitalization among 766 237 schoolchildren by time from commencement of treatment and by sex. Adjusted for age, deprivation quintile and ethnic group, maternal age, maternal smoking, parity, mode of delivery, gestation at delivery, sex- and gestation-specific birthweight centile, 5-minute Apgar score and co-morbid chronic conditions (attention deficit hyperactivity disorder, epilepsy, asthma, diabetes). SIMD, Scottish Index of Multiple Deprivation. Boys = solid square; girls = hollow diamond; bars denote 95% confidence intervals.
Figure 3.Forest plot of the association between antidepressant treatment and all-cause hospitalization among 766 237 schoolchildren by age at first admission in follow-up and by sex. Adjusted for age, deprivation quintile and ethnic group, maternal age, maternal smoking, parity, mode of delivery, gestation at delivery, sex- and gestation-specific birthweight centile, 5-minute Apgar score and co-morbid chronic conditions (attention deficit hyperactivity disorder, epilepsy, asthma, diabetes). SIMD, Scottish Index of Multiple Deprivation. Boys = solid square; girls = hollow diamond; bars denote 95% confidence interval.
Comparison of results based on narrow and wide definitions of antidepressant medication
| Fluoxetine | Citalopram | Fluoxetine or Citalopram | Any antidepressant | ||||||
|---|---|---|---|---|---|---|---|---|---|
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| Effect size | 95% CI | Effect size | 95% CI | Effect size | 95% CI | Effect size | 95% CI | ||
| Absence | 2.18 | 2.09–2.27 | 2.03 | 1.88–2.19 | 2.14 | 2.06–2.21 | 1.90 | 1.85–1.95 | |
| Exclusion for disruptive behaviourg | 1.51 | 1.26–1.81 | 1.47a | 1.05–2.06 | 1.55 | 1.32–1.82 | 1.48 | 1.29–1.69 | |
| SEN | 2.13 | 1.92–2.36 | 1.57 | 1.28–1.94 | 2.02 | 1.84–2.23 | 1.77 | 1.65–1.90 | |
| Attainment | General/basic/low | 2.24 | 1.91–2.61 | 2.34 | 1.87–2.92 | 2.26 | 1.97–2.60 | 1.86 | 1.68–2.05 |
| Basic/low | 2.75 | 2.34–3.24 | 2.34 | 1.87–2.92 | 2.74 | 2.37–3.17 | 1.99 | 1.78–2.23 | |
| Low | 4.44 | 3.52–5.60 | 2.34 | 1.87–2.92 | 3.83 | 3.07–4.77 | 3.00 | 2.51–3.58 | |
| High (reference) | 1.00 | 1.00 | 1.00 | 1.00 | |||||
| Left school before 16 years of age | 1.25 | 1.11–1.41 | 0.72b | 0.58–0.91 | 1.11c | 1.00–1.24 | 0.98d | 0.90–1.06 | |
| Unemployment | 2.60 | 2.28–2.97 | 2.21 | 1.73–2.83 | 2.48 | 2.20–2.80 | 1.88 | 1.71–2.08 | |
| Admission | 2.50 | 2.33–2.69 | 2.16 | 1.89–2.46 | 2.41 | 2.26–2.57 | 2.07 | 1.98–2.18 | |
| Mortality | 3.21e | 1.56–6.58 | 1.43f | 0.20–10.22 | 3.00e | 1.52–5.91 | 2.73 | 1.73–4.29 | |
Adjusted for age, sex, deprivation quintile, ethnic group, maternal age, maternal smoking, parity, mode of delivery, gestation at delivery, sex- and gestation-specific birthweight centile, 5-minute Apgar score and co-morbid conditions (diabetes, asthma, epilepsy and attention deficit hyperactivity disorder).
N—total number of children (total number of children on medication).
OR, odds ratio; CI, confidence interval.
All p < 0.001 with the exception of: ap < 0.05; bp = 0.005; cp = 0.051; dp = 0.559; ep = 0.001; fp = 0.722.
1 597 379 records (702 203 pupils) analysed using Generalised Estimating Equations with a negative binomial distribution and log link function to produce incidence rate ratios (IRRs).
2 793 157 records (766 237 pupils) analysed using Generalised Estimating Equations with a binomial distribution and logit link function to produce odds ratios (ORs).
139 199 pupils analysed using generalized ordinal logistic regression to produce ORs.
217 919 pupils analysed using binomial logistic regression to produce ORs.
766 237 pupils analysed using Cox regression to produce hazard ratios (HRs).