Education is the strongest socio-economic predictor of smoking in pregnancy
- PMID: 29333764
- PMCID: PMC5969298
- DOI: 10.1111/add.14158
Education is the strongest socio-economic predictor of smoking in pregnancy
Abstract
Aims: To investigate socio-economic disparities in smoking in pregnancy (SIP) by the mother's education, occupational class and current economic conditions.
Design: Cross-sectional analysis with linked survey and register data.
Setting: South-western Finland.
Participants: A total of 2667 pregnant women [70% of the original sample (n = 3808)] from FinnBrain, a prospective pregnancy cohort study.
Measurements: The outcome was smoking during the first pregnancy trimester, measured from the Finnish Medical Birth Register. Education and occupational class were linked from population registers. Income support recipiency and subjective economic wellbeing were questionnaire-based measures of current economic conditions. These were adjusted for age, partnership status, residential area type, parental separation, parity, childhood socio-economic background, childhood adversities (the Trauma and Distressing Events During Childhood scale) and antenatal stress (Edinburgh Postnatal Depression Scale). Logistic regressions and attributable fractions (AF) were estimated.
Findings: Mother's education was the strongest socio-economic predictor of SIP. Compared with university education, adjusted odds ratios (aORs) of SIP were: 2.2 [95% confidence interval (CI) = 1.2-3.9; P = 0.011] for tertiary vocational education, 4.4 (95% CI = 2.1-9.0; P < 0.001) for combined general and vocational secondary education, 2.9 (95% CI = 1.4-6.1; P = 0.006) for general secondary education, 9.5 (95% CI 5.0-18.2; P < 0.001) for vocational secondary education and 14.4 (95% CI = 6.3-33.0; P < 0.001) for compulsory schooling. The total AF of education was 0.5. Adjusted for the other variables, occupational class and subjective economic wellbeing did not predict SIP. Income support recipiency was associated positively with SIP (aOR = 1.8; 95% CI = 1.1-3.1; P = 0.022). Antenatal stress predicted SIP (aOR = 2.0; 95% CI = 1.4-2.8; P < 0.001), but did not attenuate its socio-economic disparities.
Conclusions: In Finland, socio-economic disparities in smoking in pregnancy are attributable primarily to differences in the mother's educational level (low versus high) and orientation (vocational versus general).
Keywords: Attributable fraction; birth cohort; pregnancy; smoking in pregnancy; socio-economic differences; socio-economic status; tobacco smoking; vocational education.
© 2018 The Authors. Addiction published by John Wiley & Sons Ltd on behalf of Society for the Study of Addiction.
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References
-
- Cnattingius S. The epidemiology of smoking during pregnancy: smoking prevalence, maternal characteristics, and pregnancy outcomes. Nicotine Tob Res 2004; 6: S125–S140. - PubMed
-
- Rogers J. M. Tobacco and pregnancy. Reprod Toxicol 2009; 28: 152–160. - PubMed
-
- Hollams E. M., de Klerk M. H., Holt P. G., Sly P. D. Persistent effects of maternal smoking during pregnancy on lung function and asthma in adolescents. Am J Respir Crit Care Med 2014; 189: 401–407. - PubMed
-
- Niemelä S., Räisänen A., Koskela J., Taanila A., Miettunen J., Ramsay H. et al The effect of prenatal smoking exposure on daily smoking among teenage offspring. Addiction 2016; 112: 134–143. - PubMed
-
- Härkönen J., Kaymakcalan H., Mäki P., Taanila A. Prenatal health, educational attainment, and intergenerational inequality: the Northern Finland Birth Cohort 1966 Study. Demography 2012; 49: 525–552. - PubMed
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