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. 2022 Aug 4;12:13381. doi: 10.1038/s41598-022-13975-8

Table 2.

Childhood individual and family modifiable risk factors of criminal conviction.

Risk Factors Bivariate Adjusteda PARFc (99.8% CI)
OR (95% CI) P value OR (99.8% CI) P valueb
Perinatal
Unplanned pregnancy 1.52 (0.77–3.00) 0.226 1.93 (0.52–7.26) 0.122
Adolescent motherhood 2.50 (1.12–5.56) 0.025 2.26 (0.60–8.46) 0.056
Smoking during pregnancy 1.34 (0.67–2.68) 0.411 1.32 (0.36–4.80) 0.510
Alcohol consumption during pregnancy 1.02 (0.52–2.02) 0.955 1.12 (0.34–3.67) 0.762
Preterm childbirth 0.42 (0.16–1.12) 0.084 0.50 (0.10–2.50) 0.183
Birth weight 1.24 (0.95–1.63) 0.117 1.02 (0.66–1.58) 0.902
Early childhood
Exclusive breastfeeding duration 1.07 (0.99–1.15) 0.082 1.03 (0.92–1.17) 0.382
No childcare attendance 1.64 (0.91–2.95) 0.100 1.32 (0.45–3.91) 0.431
Childhood (baseline)
Poverty 4.91 (2.59–9.31)  < 0.001 4.14 (1.38–12.46)  < 0.001 22.5 (5.9–36.1)
No contact with father/deceased 1.83 (1.00–3.34) 0.049 1.81 (0.63–5.22) 0.084
Maternal psychiatric diagnosis 0.82 (0.43–1.54) 0.530 1.03 (0.37–2.82) 0.937
Child: Any diagnosis 2.39 (1.31–4.35) 0.004 2.15 (0.77–5.98) 0.021
Externalizing diagnosis 3.26 (1.70–6.26)  < 0.001 2.46 (0.76–7.95) 0.018
Internalizing diagnosis 2.07 (0.94–4.57) 0.072 2.32 (0.62–8.76) 0.050
Family cohesion score 0.96 (0.86–1.07) 0.469 0.97 (0.80–1.17) 0.590
Family conflict score 1.18 (1.04–1.34) 0.008 1.14 (0.91–1.44) 0.068
Family control score 0.93 (0.79–1.09) 0.357 0.93 (0.70–1.22) 0.402
High maltreatment 1.78 (0.91–3.51) 0.093 2.04 (0.68–6.12) 0.045
Bullying No 1 1
Victim 0.89 (0.40–1.96) 0.766 0.88 (0.23–3.45) 0.778
Perpetrator 3.25 (1.23–8.56) 0.017 3.33 (0.66–16.84) 0.022
Both 1.93 (0.78–4.78) 0.154 1.64 (0.32–8.54) 0.353
Academic performance
Below average 4.55 (2.43–8.52)  < 0.001 2.92 (0.86–9.99) 0.007
Average/above average 1 1
School dropout 1.76 (0.39–8.03) 0.463 3.18 (0.29–34.40) 0.133
School failure 2.68 (1.47–4.89) 0.001 1.95 (0.50–7.59) 0.130

aThe association between each factor and crime was adjusted by sex, age, city, ethnicity, and intelligence quotient.

bP values were considered significant with a conservative Bonferroni-corrected significance threshold of 0.05 divided by 24 tests = 0.002.

cPARF = population attributable risk fraction is the proportional reduction in crime that might be eliminated if exposure to the risk factor were reduced to an alternative ideal scenario of non-poverty.