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The European Journal of Public Health Advance Access originally published online on March 28, 2007
The European Journal of Public Health 2007 17(6):579-584; doi:10.1093/eurpub/ckm019
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© The Author 2007. Published by Oxford University Press on behalf of the European Public Health Association. All rights reserved.

Socioeconomic Inequalities in Health

Effects of socioeconomic status on breastfeeding duration in mothers of preterm and term infants

Renée Flacking1,2, Kerstin Hedberg Nyqvist1 and Uwe Ewald1

1 Department of Women's and Children's Health, Uppsala University, S-751 85 Uppsala, Sweden
2 Center for Clinical Research Dalarna, S-791 82 Falun, Sweden

Correspondence: Renée Flacking, Center for Clinical Research Dalarna, Nissers v 3, S-791 82 Falun, Sweden, tel: +46 23 18831, fax: +46 23 18375, e-mail: renee.flacking{at}ltdalarna.se

Received March 14, 2006, accepted February 12, 2007


    Abstract
 Top
 Abstract
 Introduction
 Methods
 Results
 Discussion
 Acknowledgements
 References
 
Background: The propensity to breastfeed is not only of importance with regard to the beneficial effects on the individual, but is also of concern as an indicator of health behaviour related to social conditions. Thus, our aim was to investigate the impact of socioeconomic status (SES) on breastfeeding duration in mothers of preterm and term infants. Methods: Prospective population based cohort study. Data for infants registered in breastfeeding databases of two Swedish counties 1993–2001 were matched with data from two national registries—the Medical Birth Registry and Statistics Sweden. A total of 37 343 mothers of 2093 preterm and 35 250 term infants participated. Results: All socioeconomic factors; maternal educational level, maternal unemployment benefit, social welfare and equivalent disposable income, were strongly associated with breastfeeding when examined individually in mothers of preterm and term infants. Some of the associations attenuated when investigated simultaneously. Independently of SES and confounders, mothers of preterm infants were at higher risk of weaning before the infant was 2 months (adjusted odds ratio (OR) 1.70; 95% confidence interval ((CI) 1.46–1.99)), 4 months (OR 1.79; CI 1.60–2.01), 6 months (OR 1.48; CI 1.33–1.64), and 9 months old (OR 1.19; CI 1.06–1.34), compared with mothers of term infants. Conclusions: In Sweden, despite its social welfare support system and a positive breastfeeding tradition, SES clearly has an impact on the breastfeeding duration. Mothers of preterm infants breastfeed for a shorter time compared with mothers of term infants, even when adjustments are made for SES and confounders.

Keywords: breastfeeding, infants, register, socioeconomic status, sweden


    Introduction
 Top
 Abstract
 Introduction
 Methods
 Results
 Discussion
 Acknowledgements
 References
 
Breastfeeding is beneficial for nutritional, immunological and cognitive development in infants, with heightened effects in those born preterm (at <37 gestational weeks).1,2 The propensity to breastfeed is not only of importance with regard to the beneficial effects on the individual, but is also of concern as an indicator of health behaviour related to social conditions. A large body of research supports an association between socioeconomic status (SES) and children's health and development,3–7 but this concept has rarely been studied in relation to duration of breastfeeding.

Internationally, studies on weaning of term infants suggest that mothers who have lower education wean earlier than those with higher education; the results concerning the influence of family income have been equivocal.8,9 Other factors, associated with SES, that also relate to breastfeeding duration are smoking, cohabitation, maternal age and paternal education.8–12 These studies on breastfeeding might not be appropriate to generalize, as the attitudes and welfare support systems differ. In addition, little research has sought to investigate the breastfeeding duration in mothers of preterm infants; reports have been derived from small samples with the incidence at discharge as the outcome13,14 and with few studies on longer periods of breastfeeding.15 As findings suggest that socioeconomic disparities relate to rates of preterm birth,16–19 the association between health behaviours and SES in mothers of preterm infants becomes a complex and urgent issue of international importance.

In Sweden, breastfeeding is regarded as the cultural norm and there has been a constantly high breastfeeding frequency from the beginning of the 1990's; 98% of all infants are breastfed at 1 week of age and 72% at 6 months of age.20 In addition, Sweden is a country with low rates of unemployment, high rates of social expenditure (including parental benefit for 450 days and guaranteed temporary parental benefit when the infant is sick), low income inequality and cost-free access to child health care.21–23 Hence, data from this setting would provide us with important information about the impact of SES on health behaviour such as breastfeeding that cannot be obtained in settings where socioeconomic disparities are more pronounced, and would contribute with a valid ground for studies of causal mechanisms.

This study was undertaken to investigate the impact of SES on breastfeeding duration in mothers of preterm and term infants.


    Methods
 Top
 Abstract
 Introduction
 Methods
 Results
 Discussion
 Acknowledgements
 References
 
Sample
This study had a prospective cohort design, and the subjects were recruited from two registers in a step-wise process. Firstly, all infants registered in the Child Health Center (CHC) registers on breastfeeding in the counties of Örebro and Uppsala from 1993–2001 were selected. A total of 57 607 infants were identified and, on the basis of their personal identity numbers, data on 55 672 infants of 38 893 mothers were obtained at the Medical Birth Registry in Sweden. As a mother could occur in the data set with infants born in different years, we selected the mother–infant couple that appeared the first time in the period 1993–2001. This means that mothers, regardless of parity, were only selected once as subjects. Secondly, mothers with multiple births (twins, triplets) and mothers whose infants lacked registered data on gestational age at birth were excluded. Of the remaining 38 246 mothers, 903 mothers lacked data on breastfeeding at the infant ages of 2–12 months. The final sample consisted of 37 343 mothers, 2093 of preterm infants and 35 250 of infants born at term.

Data sources and included variables
In Sweden, the frequency of breastfeeding has been registered nationally for several decades and is defined by the Swedish National Board of Health and Welfare as being fed with breast milk. In connection with scheduled visits at the CHC, in which almost 100% of all infants are enroled, the mothers are asked whether the infant is breastfed and the answer is recorded by the CHC nurse; and these findings are then registered at the county Child Health Services. In this study, mothers who were breastfeeding (exclusively or partially) were compared with those not breastfeeding, at 2, 4, 6, 9 and 12 months of infants’ postnatal age. Missing data on occurrence of breastfeeding were replaced by ‘no breastfeeding’ if the mother had not been breastfeeding at the point in time before the missing value. Data were not replaced for mothers who breastfed and subsequently lacked data.

A conceptual framework was constructed to assess the effects of SES on weaning. As there is a general consensus that income, employment status, occupation and education reflect SES better when considered together than any one of these factors alone,3 we chose maternal education, maternal unemployment benefit and two income measures (social welfare and equivalent disposable income of the household) as representing SES. Social welfare is a financial assistance to secure a reasonable standard of living. Equivalent disposable income is the disposable income (sum of all taxable income and tax-free income minus tax and additional negative transfer) in the household, adjusted to household size using the Statistics Sweden Equivalence Scale.24 This scale is based on the Swedish norms of social welfare and measures the cost of providing an equal standard of living for households that differ in size and age. Each household's equivalent disposable income was index adjusted to the 2001 level of prices and categorized into four quartiles based on all households in Sweden for each year in the time frame of the study. All data on SES were obtained from Statistics Sweden (compiled from different sources: tax returns, the National Social Insurance Board, and Educational Register and covering the entire population of Sweden) and refer to the year in which the infant was born. Fewer than 1% of the data were missing for all factors except for maternal education (3%). The study was approved by the research ethics committee of the medical faculty at Uppsala University.

Statistical methods
Differences in breastfeeding frequency between mothers of preterm and term infants were analysed with the Chi-square test with a two-sided 5% level of significance. Logistic regression (enter model) was used to investigate the effect of SES on weaning before the infant age of 6 months. In the first step we investigated the individual effect of each of the SES factors on weaning. In the second step, all socioeconomic factors were mutually adjusted for each other. As other factors might operate contemporaneously between SES and breastfeeding, we also needed to adjust for confounding factors. The choice of confounders, entered into the model, was based on theoretical assumptions and by subsequential analyses. Investigated factors were assessed as confounders when; (i) they were associated with breastfeeding duration, and (ii) if the factor influenced any of the SES factors with >10% deviation from the unadjusted estimate after its introduction in the model. Smoking, cohabitation, maternal age and paternal education have previously showed to be strongly associated with SES10–12 and with breastfeeding duration8,9–25, and were assessed as confounders in our study, together with county. In the preterm group, gestational week (three subgroups) was additionally adjusted for, as we wanted to control for a possible impact of degree of prematurity in relation to SES. The influence of parity, ethnicity, and year of birth were analysed but not considered as confounders. Data on confounders were obtained from the Medical Birth Registry and Statistics Sweden. Missing data concerned paternal education (3%), smoking (5.5%) and cohabitation (7.6%).

Cox proportional hazard model was used as secondary analyses to obtain the hazard ratio for being weaned at 2–12 months in each of the SES factors individually. In these analyses, Kaplan–Meier hazard curves were scrutinized visually to consider the proportional hazard assumption in the Cox model. The hazard function represents the risk of being weaned assuming breastfeeding thus far.

To compare the risk of weaning between mothers of preterm and those of term infants, we performed multivariate analyses including SES and confounders with the variable preterm/term. The OR for this latter variable was used as an estimate of increased risk for weaning before 2, 4, 6, 9 and 12 months. The interaction between preterm birth and SES regarding weaning before each point in time was analysed by multiplying the variable preterm/term by each of the SES factors in the bivariate analyses (dichotomized). The product was added to a regression model in which it was possible to detect an interaction effect. The results are presented as OR with 95% CI. The statistical package SPSS 12.0 for Windows was used for statistical analyses.


    Results
 Top
 Abstract
 Introduction
 Methods
 Results
 Discussion
 Acknowledgements
 References
 
Characteristics
Among the preterm infants, the gestational age at birth ranged from 22 to 36 weeks, with a median (inter quartile range) of 35 (1.0). The preterm infants weighed 453–4927 g with a mean (± SD) of 2526 ± 669 g, and the term infants weighed 1370–6530 g with a mean (± SD) of 3609 ± 491 g. In table 1, the characteristics in mothers of preterm and term infants are presented. Figure 1 presents the breastfeeding frequency at 2, 4, 6, 9 and 12 months in mothers of preterm (n = 2086 – 1632) and term (n = 35 217 – 26 159) infants; significantly fewer mothers of preterm infants breastfed at each point in time in comparison with mothers of term infants.


Figure 1
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Figure 1 Breastfeeding frequency (%) at 2–12 months of age in mothers of preterm (N = 2093) and term (N = 35 250) infants. ** P < 0.001, * P < 0.05

 

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Table 1 Distribution of the characteristics in mothers of preterm (N = 2093) and term (N = 35 250) infants

 
Impact of SES on weaning in mothers of preterm infants
Table 2 presents the results from the unadjusted and adjusted logistic regression analyses for mothers of preterm infants. In the unadjusted analyses (first column), lower maternal education, maternal unemployment benefit, social welfare and lower equivalent disposable income in the household were individually associated with weaning before 6 months. The analyses of the Cox proportional hazard model (not presented) showed identical findings; all SES factors were individually associated with breastfeeding duration up to 1 year of infant's age. In subsequent logistic regression analyses, in which all SES factors were mutually adjusted for (second column), lower maternal education and receiving social welfare remained significant. The association between maternal unemployment benefit, equivalent disposable income and weaning disappeared. When adjustments were additionally made for confounders (third column), lower maternal education and receiving social welfare remained significantly related to weaning.


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Table 2 OR for weaning from breastfeeding before the infants’ postnatal age of 6 months in mothers of preterm infants (N = 2093), in unadjusted and adjusted logistic regression

 
Impact of SES on weaning in mothers of term infants
Table 3 presents the results from the unadjusted and adjusted logistic regression analyses for mothers of term infants. In the unadjusted analyses (first column), all SES factors were individually associated with weaning before 6 months. The analyses of the Cox proportional hazard model (not presented) showed identical findings; all SES factors were individually associated with breastfeeding duration up to 1 year of infant's age. In subsequent logistic regression analyses, in which all SES factors were mutually adjusted for (second column), lower maternal education, unemployment benefit received by the mother, social welfare in the household, were all independently negatively associated with breastfeeding at 6 months. In addition, a larger proportion of mothers whose equivalent disposable income was in one of the two middle quartiles weaned before 6 months compared with mothers in the highest quartile. Adding confounders to the logistic regression model (third column) only slightly attenuated the association between SES factors and weaning.


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Table 3 OR for weaning from breastfeeding before the infants’ postnatal age of 6 months in mothers of term infants (N = 35 250), in unadjusted and adjusted logistic regression

 
Comparisons of the impact of SES on weaning between mothers of preterm and term mothers
Mothers of preterm infants showed an increased risk of weaning before an infant age of 2 months (adjusted OR 1.70; 95% CI 1.46–1.99), 4 months (OR 1.79; CI 1.60–2.01), 6 months (OR 1.48; CI 1.33–1.64) and 9 months (OR 1.19; CI 1.06–1.34), when adjustments were made for SES and confounders. At 12 months, mothers of preterm infants were not at a higher risk of having weaned than mothers of term infants (adjusted OR 1.21; 95% CI 1.00–1.47). The interaction analyses showed that none of the SES factors was more decisive for weaning from breastfeeding before the age of 2, 4, 6, 9 and 12 months in mothers of preterm infants than in those of term infants.


    Discussion
 Top
 Abstract
 Introduction
 Methods
 Results
 Discussion
 Acknowledgements
 References
 
This study provides the first population based data on the association between SES and breastfeeding duration up to 1 year in mothers of preterm and term infants. The main strengths of this register-based study lie in its coverage of the whole population in two counties and the provision of longitudinal breastfeeding data, gathered prospectively. Almost 100% of all Swedish infants are registered at the CHS and in our study only a small number (2.4%) of mothers lacked data on breastfeeding. There are two principal findings in our study. First, when studied individually, all SES factors showed a strong association with breastfeeding up to 6 months of infant's postnatal age. The impact of these factors on weaning was also supported in the findings of the survival analyses 2–12 months. Examining all SES factors simultaneously attenuated the association with weaning, and in mothers of preterm infants maternal unemployment benefit and equivalent disposable income became non-significant. The association between SES factors and breastfeeding remained significant after adjustments were made for confounders, in both groups. Secondly, even if adjustments are made for SES and confounders, preterm infants are breastfed for a shorter time compared with term infants, despite the known health benefits of breastfeeding in the preterm infants.

Our results conform to other findings on the importance of SES on breastfeeding duration in mothers of preterm and term infants.8,9,12,13,26 Previous reports on the relation between family economy and breastfeeding have been inconsistent.9,13,25 In our study, being in need of social welfare was consistently adversely related to weaning, but the effects of low equivalent disposable income were somewhat divergent after adjustments had been made. Fewer available observations in the preterm group provide one plausible explanation. The incongruity might also reveal that being exposed to social welfare reflect a more comprehensive financial situation than the measure of equivalent disposable income. Hence, it would have been of interest to have data on the individual earnings, as this may correspond more to position in the social structure compared to disposable income.27 Although a broad range of factors was available through Statistics Sweden and the Medical Birth Registry, some additional aspects were not to be elucidated from these registries or included in the data collection. For instance, we had no information on long-term income, occupational level, housing or neighbourhood conditions, all of which are factors suggested as related to health and health behaviours.28,29

This study provides us with information on the effects of SES on breastfeeding, in a setting with a positive breastfeeding tradition and where a long subsidized parental benefit, cost-free child health care and a welfare support system are applied. The studies on interventions aimed at increasing the breastfeeding duration in mothers of low SES have been performed in settings with high income inequality and a moderate tradition in breastfeeding.30,31 However, these forms of interventions are similar to the support already implemented in the Swedish child and maternal health services, or have been proven as unsuccessful. The inability to construct successful interventions targeted at more vulnerable groups may relate to the narrow approach often used, in which interventions aiming at effects of education are prevailing. As having low SES may reduce the reserve capacity of an individual dealing with stressful situations, mediate feelings of inferiority, insecurity or shame and affecting the self-esteem,32–34 interventions ought to regard both individual and societal aspects. Regarding interventions in health care, aimed at improving health and health behaviour in the individuals exposed to risk factors, a greater attention must be paid to sociological mechanisms. Empowerment and resource-based approaches have been proven prosperous in interventions on the effects of promoting the well-being within families as well as preventing child maltreatment.35 We hypothesize, that such tools may be efficacious in interventions also aimed at improving various health behaviours such as breastfeeding.

Regarding the shorter breastfeeding duration in mothers of preterm infants compared with mothers of term infants, this difference may be even more prominent as we lacked the possibilities to differentiate the frequency of exclusive and partial breastfeeding. Even though most Swedish mothers of low-birth weight or preterm infants initiate breastfeeding at the hospital,36 it is suggested that the long-term experiences made during the stay at a neonatal unit may mediate feelings of breastfeeding as a duty and not mutually satisfying.37 Such feelings might hypothetically impair the breastfeeding duration. Strategies like increased opportunities for being together in privacy, individualized care routines, psychological support and empowering attitudes, may entail feelings of trust and pride and less symptomatic response to the experienced situation of having a preterm infant37,38 as well as being beneficial for a longer breastfeeding duration.

The findings in our study call for substantial improvements in the pre- and post-natal care of mothers exposed to low SES and of mothers of preterm infants. Such improvements include better allocations and prioritizations of resources to meet the needs in these more vulnerable mothers and infants. In addition, in order to make valid implementations of improvements, further research on interventions are required, comprising effects of individual and societal support.


    Acknowledgements
 Top
 Abstract
 Introduction
 Methods
 Results
 Discussion
 Acknowledgements
 References
 
This research was funded by the Center for Clinical Research Dalarna, the Vardal Foundation, the Department of Pediatrics of Falun Hospital, Gillbergska Foundation, the Faculty of Medicine of Uppsala University, and the Section for Pediatrics at the Department of Women's and Children's Health, University Children's Hospital, Uppsala, Sweden. The research was indepenzdent of the funders. We thank Petra Otterblad and Milla Pakkanen at the Centre for Epidemiology at The National Board of Health and Welfare, Sweden, Hans Heggeman and Håkan Schultz at Statistics Sweden, and Johan Bring at Statisticon for valuable support and advice. We also wish to thank the Child Health Services in Uppsala and Örebro for their collaboration.

Conflicts of interest. None declared.


Key points

  • Evidence was found suggesting that socioeconomic status clearly has an impact on breastfeeding, despite a positive breastfeeding tradition, high rates of social expenditure and generous parental allowances in Sweden.
  • Even if adjustments are made for SES and confounders, preterm infants are breastfed for a shorter time compared with term infants.
  • Public health interventions to improve breastfeeding duration must take social indicators into account.

 


    References
 Top
 Abstract
 Introduction
 Methods
 Results
 Discussion
 Acknowledgements
 References
 
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