| Literature DB >> 31125387 |
Callum Rutherford1, Helen Sharp2, Jonathan Hill3, Andrew Pickles4, David Taylor-Robinson1.
Abstract
BACKGROUND: This study aimed to assess how maternal mental health mediates the association between childhood socio-economic conditions at birth and subsequent child behavioural and emotional problem scores.Entities:
Mesh:
Year: 2019 PMID: 31125387 PMCID: PMC6534344 DOI: 10.1371/journal.pone.0217342
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Pathway diagram showing the potential association between socioeconomic conditions (SECs) and child behavioural and emotional problems, with maternal mental health as a potential mediator.
Characteristics of the study population by household income.
| Total | Up to £10,000 | £10–20,000 | £21–30,000 | £31–40,000 | £41–50,000 | £51–60,000 | £61–70,000 | Over £71,000 | p-value | |
|---|---|---|---|---|---|---|---|---|---|---|
| 666 (100) | 48 (7.2) | 77(11.6) | 97(14.6) | 134(20.1) | 110(16.5) | 101(15.2) | 46(6.9) | 53(8.0) | ||
| 7.7 (6.8) | 9.9 (8.1) | 10.9 (8.9) | 7 (6.5) | 6 (5.4) | 7.8 (6.7) | 7.5 (6.4) | 7.6 (5.3) | 6.3 (6.3) | < 0.001 | |
| 6.2 (5.5) | 8.1 (5.6) | 7.9 (6.7) | 5.5 (5.8) | 5.1 (4.9) | 6.5 (4.9) | 6.7 (5.7) | 5.6 (5) | 5 (4.2) | < 0.001 | |
| 1.8 (0.9) | 2.1 (0.9) | 2.2 (0.9) | 1.7 (0.9) | 1.6 (0.9) | 1.8 (1) | 1.8 (0.9) | 2 (0.7) | 1.6 (0.9) | < 0.001 | |
| 1.7 (0.8) | 2 (0.7) | 1.9 (0.8) | 1.5 (0.9) | 1.5 (0.8) | 1.8 (0.8) | 1.8 (0.7) | 1.6 (0.8) | 1.5 (0.8) | < 0.001 | |
| 29 (4.4) | 3 (6.3) | 10 (13.0) | 3 (3.1) | 1 (0.8) | 5 (4.5) | 5 (5.0) | 1 (2.2) | 1 (1.9) | < 0.01 | |
| 58 (8.7) | 6 (12.5) | 12 (15.6) | 7 (7.2) | 9 (6.8) | 10 (9.1) | 9 (8.9) | 4 (8.7) | 1 (1.9) | 0.222 | |
| 18–24 | 160 (24.1) | 40 (83.3) | 44 (57.1) | 36 (37.1) | 30 (22.6) | 6 (5.5) | 2 (2.0) | 2 (4.3) | 0 (0) | < 0.001 |
| 25–34 | 408 (61.4) | 5 (10.4) | 29 (37.7) | 50 (51.5) | 83 (62.4) | 94 (85.5) | 78 (78.0) | 33 (71.7) | 36 (67.9)) | |
| 35+ | 96 (14.5) | 3 (6.3) | 4 (5.2) | 11 (11.3) | 20 (15.0) | 10 (9.0) | 20 (20.0) | 11 (24.0) | 17 (32.1) | |
| 58.5 (3.6) | 58.2 (4.5) | 58.4 (3.9) | 58.4 (3.1) | 58.7 (4.2) | 58.5 (3.3) | 58.8 (3.3) | 58.1 (2.6) | 58.5 (3.6) | 0.965 | |
| 349 (52.4) | 28 (58.3) | 47 (61.0) | 54 (55.7) | 66 (49.3) | 53 (48.2) | 54 (53.5) | 15 (32.6) | 32 (60.4) | 0.064 | |
| 19 (2.9) | 1 (2.1) | 3 (3.9) | 3 (3.1) | 4 (3.0) | 4 (3.6) | 2 (2.0) | 1 (2.2) | 1 (1.9) | 0.996 | |
| 20-weeks gestation | 6.4 (4) | 9.2 (4.8) | 8.1 (4.2) | 7.1 (4.4) | 5.7 (3.5) | 6.2 (3.7) | 5.5 (3.8) | 4.5 (3.2) | 5.2 (3.2) | < 0.001 |
| 14 months | 5.1 (4) | 6.9 (5.1) | 6 (4.4) | 5.9 (4.5) | 4.8 (3.6) | 4.7 (3.3) | 4.6 (3.8) | 4.1 (3.2) | 3.9 (3.1) | < 0.001 |
| 3.5 years | 5 (3.9) | 7.5 (6) | 5.6 (4.4) | 5.6 (3.7) | 4.7 (3.7) | 4.6 (3.4) | 4.4 (3.2) | 4.3 (3) | 4.4 (3.3) | < 0.001 |
Data are presented as means (SD), unless otherwise stated. Item missingness: Maternal age 2
# F-test: externalising, internalising, maternal depression; Chi-squared: Maternal age, Child’s sex; Fisher’s Exact: Ethnicity
Univariable associations (n = 666).
| Externalising Raw Scores | Internalising Raw Scores | |||||||
|---|---|---|---|---|---|---|---|---|
| Variables (Reference group) | Exp(ß) | 95% LCI | 95% UCI | p-value | Exp(ß) | 95% LCI | 95% UCI | p-value |
| Household Income | 1.04 | 1.01 | 1.08 | <0.05 | 1.03 | 1.00 | 1.06 | 0.068 |
| SEC Gap | 1.32 | 1.04 | 1.69 | <0.05 | 1.23 | 0.98 | 1.53 | 0.068 |
| Mat Age (ref: 35+) | 0.642 | 0.614 | ||||||
| 18–24 | 1.11 | 0.88 | 1.39 | 1.10 | 0.89 | 1.35 | ||
| 25–34 | 1.09 | 0.90 | 1.33 | 1.09 | 0.91 | 1.30 | ||
| Child Age (Months) | 0.97 | 0.95 | 0.99 | <0.01 | 0.97 | 0.95 | 0.99 | <0.001 |
| Sex (Male) | 1.22 | 1.07 | 1.40 | <0.01 | 1.05 | 0.92 | 1.18 | 0.473 |
| Ethnicity (Other) | 0.79 | 0.53 | 1.19 | 0.265 | 1.25 | 0.86 | 1.81 | 0.234 |
| 20-weeks gestation | 1.04 | 1.07 | 1.40 | <0.001 | 1.05 | 1.03 | 1.06 | <0.001 |
| 14 months postnatal | 1.03 | 1.02 | 1.05 | <0.001 | 1.04 | 1.02 | 1.06 | <0.001 |
| 3.5 years postnatal | 1.04 | 1.02 | 1.06 | <0.001 | 1.06 | 1.04 | 1.08 | <0.001 |
Note: Exp (ß) interpreted as geometric means. Maternal Age (Ref: 35+); Sex (Ref: female); Ethnicity (Ref: white British).
*The socioeconomic (SEC) gap, the difference between the most and least deprived households.
Multivariable analysis.
Child Mental Health Life Course Models (n = 664).
| Model I | Model II | Model III | Model IV | Model V | Model VI | |
|---|---|---|---|---|---|---|
| Exp (ß) | Exp (ß) | Exp (ß) | Exp (ß) | Exp (ß) | Exp (ß) | |
| CBCL Externalising Raw Scores | ||||||
| Household Income | 1.04 | 1.06 | 1.04 | 1.04 | 1.04 | 1.03 |
| (1.01, 1.08) | (1.01, 1.10) | (0.99, 1.08) | (1.00, 1.09) | (1.00, 1.09) | (0.99, 1.80) | |
| Household Income (SEC Gap) | 1.32 | 1.45 | 1.31 | 1.34 | 1.34 | 1.26 |
| (1.04, 1.69) | (1.09, 1.93) | (0.98, 1.75) | (1.00, 1.79) | (1.00, 1.77) | (0.95, 1.69) | |
| Child Age | 0.97 | 0.97 | 0.97 | 0.97 | 0.97 | |
| (0.95, 0.99) | (0.96, 0.99) | (0.95, 0.99) | (0.95, 0.99) | (0.96, 0.99) | ||
| Maternal Age (18–24) | 0.95 | 0.92 | 0.96 | 0.94 | 0.93 | |
| (0.74, 1.22) | (0.72, 1.18) | (0.75, 1.23) | (0.74, 1.21) | (0.73, 1.19) | ||
| Maternal Age (25–34) | 1.05 | 1.04 | 1.06 | 1.05 | 1.05 | |
| (0.86, 1.28) | (0.85, 1.26) | (0.87, 1.29) | (0.87, 1.28) | (0.87, 1.28) | ||
| Sex (Male) | 1.24 | 1.23 | 1.22 | 1.24 | 1.22 | |
| (1.08, 1.42) | (1.08, 1.40) | (1.07, 1.40) | (1.08, 1.41) | (1.07, 1.40) | ||
| Ethnicity (Other) | 0.80 | 0.80 | 0.82 | 0.85 | 0.84 | |
| (0.53, 1.21) | (0.53, 1.21) | (0.54, 1.23) | (0.56, 1.28) | (0.56, 1.26) | ||
| Maternal Prenatal Depression | 1.03**** | 1.02 | ||||
| (1.01, 1.05) | (0.99, 1.04) | |||||
| Maternal Postnatal Depression (14 months) | 1.03 | 1.01 | ||||
| (1.01, 1.05) | (0.99, 1.03) | |||||
| Maternal Postnatal Depression (3.5 Years) | 1.04 | 1.02 | ||||
| (1.02, 1.06) | (1.00, 1.05) |
Note: Exp (ß) interpreted as geometric means. Maternal Age (Ref: 35+); Sex (Ref: female); Ethnicity (Ref: white British)
*p<0.05;
**p<0.01;
***p<0.001.
The socioeconomic (SEC) gap, the difference between the most and least deprived households.
Fig 2Attenuation of the socioeconomic gap in child externalising behaviour problems independently adjusting for maternal depressive symptoms.