Introduction
The prevalence of obesity in young children has increased in recent decades.1, 2, 3, 4 Over the past 10 years in the UK, overweight (including obesity) has risen from 17 to 22% in boys aged 2–5 years, and from 20 to 25% in girls.3 Concurrently, employment among women has increased, particularly among those with young children.5 In 1984, 27% of women with children under age 5 years in the UK were employed;6 while in 2004, 59% of married/cohabiting women and 34% of lone parents were employed.7 Over this time period, employment among men has remained relatively stable5 and employment status does not appear to vary by the age of their youngest child.7 Similar trends are evident in countries such as the USA that has data sources tracking childhood overweight and maternal employment since the 1970s.2, 8 Policies in both countries to reduce child poverty may have resulted in an increase in the number of parents, primarily women with young children, entering the workforce.9, 10
Changing patterns of family life associated with single parent households or both parents working have been suggested to be partially responsible for the rising prevalence of overweight in children. Recently, Haslam and James stated, 'Now the environment is deliberately designed to promote inactivity, even children are sedentary, especially when both parents work and they are confined indoors or at school.'11 Furthermore, the Great Britain Parliament House of Commons Health Committee also reported, 'These changing patterns of consumption are in part a response to the far reaching social changes of the last 50 years, including a greater number of women working outside the home, longer working hours, and higher levels of disposable income.'12 Despite these assertions, there is limited evidence to support or refute the association between maternal employment and childhood overweight.
Studies in school-age children have found that the greater number of hours a mother worked per week increased the likelihood of childhood overweight,13, 14 but there is no relationship with paternal work patterns.14 However, there is limited research in preschool children.15 Our primary objective was to examine the relationship between maternal and partner employment and overweight in a recent, nationally representative cohort of UK children aged 3 years. Our secondary objective was to investigate factors related to early childhood overweight only among mothers who have entered employment since the birth of the cohort child.
Subjects and methods
Subjects and design
The Millennium Cohort Study (MCS) is a UK-wide prospective study of children born in the new millennium. Families were invited to participate if they were eligible for Child Benefit and resident in the UK when their child was aged 9 months old.16 A stratified cluster sampling framework was employed to adequately represent families from disadvantaged areas and ethnic minority groups. The overall response rate was 72% and additional details on sampling have been reported previously.17 The original cohort was comprised of 18 819 children (18 553 families) born between September 2000 and January 2002 in England, Wales, Scotland and Northern Ireland. Children who did not permanently emigrate were eligible to participate in the second contact that took place between September 2003 and January 2005.18 Among the 18 296 singleton infants from the first contact, 14 630 (80%) participated at the second. Refusals were highest in Northern Ireland, in electoral wards in England classified as 'ethnic' (if at least 30% of residents were from an ethnic minority group, based on the 1991 census), and 'disadvantaged' wards from all UK countries (the upper quartile of the Child Poverty Index).18 Main respondents and their partners were interviewed in the home when the children were mean age 9.7 months (range 8–12) and 37.7 months (range 32–55) and information was collected on a variety of topics relating to the child and their family. Over 99% of the main respondents were natural mothers. Data were obtained from the UK Data Archive, University of Essex. The MCS received ethical approval from the South West and London Multi-Centre Research Ethics Committees.19
Among the 14 630 singletons, 13 113 had complete and plausible child height/weight data and parental employment histories. Families were excluded if the main respondent was not female (184), the partner respondent was not male (132), there were two children from the same family (10), the main respondent had missing employment data (202), or the child had a missing (802) or implausible (467) height, weight, or body mass index (BMI; weight/height2). Children were less likely to be included in the final sample if their mother was from an ethnic minority group or a lone parent, had lower socioeconomic circumstances, lower household incomes, or a lower academic qualification; however, the overall differences were small.
Outcome measure
At the second contact, trained interviewers weighed the children, without shoes or outdoor clothing, using Tanita HD-305 scales (Tanita UK Ltd., Middlesex, UK), and weights were recorded in kilograms to one decimal place. Heights were measured with the Leicester Height Measure Stadiometer (Seca Ltd., Birmingham, UK) and recorded to the nearest millimetre. The primary outcome measure was childhood overweight (including obesity), which was defined by the International Obesity Task Force cut-offs for BMI.20
Employment variables
Main respondents were asked to provide information about the average hours worked per week, and duration of employment for their current position at each contact as well as any additional periods of employment since the birth of the cohort child. At each contact, partners were asked to provide information about the average hours worked per week, and how long they had been employed at their current position only. A dichotomous employment variable was constructed for mothers and partners. A mother was considered to have been employed if she held any job since the birth of the cohort child. A partner was considered to have been employed if he held a job at one or both contacts.
Based on the methodology of Anderson et al.,13 two additional independent indicators of employment were constructed for the main and partner respondents: average hours worked per week during the weeks worked and duration of employment. The hours worked per week were calculated by averaging the hours of employment during the weeks worked at the current position at each contact. The duration of employment was calculated by adding together the months worked at the current position at each contact. Mothers' intensity or duration of employment may have been under- or overestimated, because of a change in employment status between the two contacts. Women who were employed at the first contact and on leave or not employed at the second contact, may have been employed before this period of not working. For these women, their most recent period of employment was included in their estimates (1279). For women who were employed during the entire period between the first and second contacts, and also gave birth (692), 4 months were subtracted from their estimates (average duration of maternity leave). Mothers and partners who had not held any employment had a value of zero for hours worked per week and duration of employment.
For approximately 20% of the sample, partner employment data were missing. There were more missing data for duration of employment (3090) than hours worked (2737), because duration of employment was not collected for partners who were self-employed at the first contact.
Socio-demographic and other risk factors
Demographic and other risk factors were identified that could influence the relationship between parental employment and early childhood overweight. At the first contact, maternal ethnicity was self-reported and classified according to guidelines from the Office for National Statistics,21 maternal socioeconomic circumstances were classified according to the National Statistics Socio-economic Classification,22 and maternal education was defined as the highest academic qualification attained. Information was also collected on the age at MCS birth, age at first live birth and lone motherhood status. At the second contact, the number of children in the household was calculated. Household income was reported in bands at both contacts. Household income at the second contact was used; however, if missing, values from the first contact were substituted (1553).
At the first contact, mothers were also asked questions pertaining to their own health and their infant. The mothers' pre-pregnancy body size was determined based on self-reported pre-pregnancy weight and current height. Mothers with a BMI
25 were considered overweight, including obesity. Mothers were classified as having smoked during pregnancy, if they reported smoking any cigarettes throughout pregnancy. Mothers also reported the baby's birthweight, duration of breastfeeding and the time when the infant was introduced to solid food. At the second contact, mothers provided information on the number of hours the child watched television or videos daily, whether the child had his/her meals at regular times, and who primarily cooked the main meal.
Among mothers in employment, additional information was collected. The type of day care for the child at the second contact was categorised as informal (grandparents, other relatives, friends, neighbours), formal (nanny/au pair, childminder (registered or unregistered), nurseries or crèche (workplace, college, local authority or private)) or by the mother/partner.23 Working atypical hours at the second contact was defined as working every week either in the evening, at night or at weekends. Working atypical hours at the first contact was defined as previously as well as working away from home overnight. At the second contact, main respondents also reported whether they 'do not spend enough time with their child because of work'.
Statistical analysis
All analyses were conducted using STATA statistical software, version 9.2 SE (Stata corporation, College Station, TX, USA), with 'svy' commands to allow for the cluster sampling design and obtain robust standard errors. Weighted percentages, univariate and adjusted analyses were calculated using survey and non-response weights. Univariate logistic regression analyses were conducted to calculate odds ratios (ORs) for each variable with respect to childhood overweight and Wald tests were used to obtain P-values. Victora et al.24 recommend using a hierarchical framework to determine potential confounding and mediating factors. Factors potentially confounding the relationship between maternal employment and early childhood overweight were likely to have occurred before mothers took up employment, while potential mediators were likely to be on the causal pathway between maternal employment and early childhood overweight. The following were considered potential confounding factors: maternal ethnic group, socioeconomic circumstances, household income, highest academic qualification, age at first live birth, age at MCS birth, lone motherhood status, number of children in the household, maternal pre-pregnancy body size, smoking during pregnancy and birthweight. The following were considered potential mediating factors: breastfeeding duration, introduction of solid food, television viewing, whether child has meals at regular times and who primarily cooks the main meals. Additional potential mediating factors were relevant for mothers who were employed: type of day care, working atypical hours at first or second contacts, whether they reported they 'do not spend enough time with child because of work'. Potential confounding, mediating and employment-related factors significant at the P
0.1 level were included in the adjusted models in a stepped approach. Analyses were separately adjusted for potential confounding and mediating factors in order to assess the effects of each; analyses among employed mothers were also subsequently adjusted for employment-related factors.
In total, four sets of logistic regression analyses were conducted. The first set examined the relationship between a dichotomous measure of maternal and partner employment and childhood overweight. The second examined the relationship between maternal and partner intensity and duration of employment and childhood overweight. This analysis was repeated for mothers in employment only. The third analysis was conducted for mothers in employment only, with an interaction between maternal hours worked per week and type of day care. In the fourth analysis, based on the findings by Anderson et al.,13 the regression models were re-run with an interaction between maternal hours worked per week and household income.
When an outcome is relatively common, ORs often overestimate the relative risk.25 Therefore, analyses were repeated using modified Poisson regression26 that estimates rate ratios as a measure of relative risks. The findings were similar, but the rate ratios tended to be closer to 1 than the ORs by 2–10% (data not shown).
Results
At age 3 years, 23% (3085) of children were overweight or obese. Approximately 89% (11253) of the mothers were white, 31% (3754) were in managerial or professional occupations, 35% (4598) were in semi-routine and routine occupations, and 14% (1966) were lone mothers. The mean age of the mothers at the birth of the cohort child was 29 years (range 13–48) and the partners' age was 32 years (range 15–68). Since the cohort child's birth, 41% (5484) of mothers and 3% (389) of partners had not worked. The mothers who were employed (7629) worked a median of 22 h per week (interquartile range, 16–31 h) and for 27 months (interquartile range, 13–32 months) since the birth of the cohort child. The partners who were employed (9987) worked a median of 40 h per week (interquartile range, 38–48 h) and for 28 months (interquartile range, 13–36 months).
Table 1 presents the potential confounding and mediating factors that were independently associated with early childhood overweight. Among all mothers these were the following: maternal ethnicity, lower academic qualifications, age at first live birth, lone motherhood, overweight pre-pregnancy, smoking during pregnancy, birthweight, never breastfeeding, breastfeeding for less than 4 months, introduction of solid food before 4 months, watching television at least for a hour daily, and both parents cooking the main meal. Among mothers in employment, children were more likely to be overweight if they were cared for by informal day care arrangements, and the mother reported that she 'did not spend enough time with her child because of work'.
Table 1 - Weighted percentages and univariate ORs (95% CIs) for overweight in children aged 3 years.
There was limited evidence for an association between early childhood overweight and any employment after the child's birth for mothers or partners in univariate analyses (Table 2). However, the relationship strengthened after adjustment for potential confounding factors and attenuated slightly after adjustment for potential mediating factors. Children were also more likely to be overweight for every 10 h their mother worked per week. The relationship strengthened after adjustment for potential confounding factors, and was maintained after adjustment for potential mediating factors. There was no evidence for an association between early childhood overweight and hours the partner worked or with mothers' or partners' duration of employment.
Table 2 - Univariate and adjusted odds ratios (OR) (95% confidence intervals (CI)) for parental employment and overweight in children aged 3 years.
The model was re-run including an interaction between maternal hours worked per week and household income. For every 10 h a mother worked, children from households with an annual income of £22 000 ($38 500) or higher were more likely to be overweight than children from the lowest-income group in univariate analyses (Table 3). After adjustment, the relationship was maintained for children from families with an annual income of £33 000 ($57 750) or higher.
Table 3 - Univariate and adjusted ORs (95% CIs) for overweight in children aged 3 years, with interaction between maternal hours worked per week and household income.
Mothers in employment
Among the 7629 mothers who were employed, 24% (1851) of their children were overweight. Approximately 93% (6999) of the mothers were white, 40% (2949) were in managerial or professional occupations, 29% (2210) were in semi-routine and routine occupations and 9% (699) were lone mothers.
Children were also more likely to be overweight for every 10 h their mother worked per week. The relationship strengthened after adjustment for potential confounding factors, and was maintained after adjustment for potential mediating and employment-related factors (Table 2). There was no evidence for an association between partners' hours worked or mothers' or partners' duration of employment and early childhood overweight. An interaction between maternal hours worked per week and type of day care revealed that for every 10 h a mother worked, children in formal day care arrangements were more likely to be overweight than children cared for by their mother/partner in univariate analyses (1.25 [1.12, 1.38]); this relationship was maintained after adjustment for potential confounding, mediating and employment-related factors (1.24 [1.09, 1.40]). There was no difference in early childhood overweight between children cared for by informal arrangements, and those cared for by their mother/partner in univariate (1.04 [0.95, 1.14]) or adjusted analyses (1.02 [0.92, 1.13]).
The model was re-run including an interaction between maternal hours worked per week and household income. For every 10 h a mother worked, children from households with an annual income of £33 000 ($57 750) or higher were more likely to be overweight than children from the lowest income group in univariate analyses (Table 3). The relationship attenuated slightly after adjustment.
Discussion
We found that children were more likely to be overweight at age 3 years if their mother held any employment since their birth. Specifically, children's likelihood of being overweight increased with the number of hours their mother worked per week; however, this relationship was only significant for children from families with the highest household income levels. We found no evidence for a relationship between partner hours worked or maternal or partner duration of employment and early childhood overweight. The effects were evident after adjustment for both potential confounding and mediating factors. These relationships were also apparent among mothers in employment. Independent risk factors for early childhood overweight were consistent with the published literature.
The breadth of data on parental employment and other risk factors for early childhood overweight in the MCS afforded us the opportunity to examine this relationship among a contemporary, nationally representative cohort of UK preschool children. In studies of older children, one examined intensity and duration of employment among mothers only,13 while the other examined intensity of employment only among mothers and partners.14 We were able to combine the methodologies of both studies because of the extensive employment data that were collected. Furthermore, interviewers measured the height and weight of the children, which removed any potential biases related to parent-reported height and weight.
Although the study sample is slightly more advantaged than the MCS families from the second contact, the results are still broadly generalizable to the UK population. Complete employment histories could not be constructed for each parent, so proxy measures were developed. These calculations could potentially under- or overestimate parents' intensity or duration of employment; however, these situations were considered and modified accordingly. Although there is the potential for residual confounding, risk factors were included from previous studies13, 14 as well as additional risk factors for overweight in preschool children, such as pre-pregnancy body size, smoking during pregnancy and television viewing.15
Our findings are consistent with two nationally representative studies of school-age children from the US and Canada, which found that the greater number of hours a mother worked per week increased the likelihood of childhood overweight.13, 14 The effect sizes in the present study are slightly greater than those in the previous studies. Since adjusting for background characteristics strengthened the relationship between maternal employment and early childhood overweight, our results might be attributed to the inclusion of potential confounding and mediating factors in our analysis that were not available in the previous studies. The strength of the effect sizes might also suggest that the intensity of mother's employment is particularly important for an onset of overweight during the preschool years as compared to onset in later childhood. However, Anderson et al.13 also stratified their analysis by age and found no relationship among preschool-age children. A recent review identified two studies in preschool children, which reported a direct relationship between overweight and a dichotomous measure of maternal employment in univariate analyses only.15 In contrast, we found that this association gained significance after adjustment for potential confounding factors.
Similar to Phipps et al.14 we found that partner employment was not associated with childhood overweight. In the MCS, only 3% of partners did not engage in any employment since the child's birth and approximately 92% worked at least 31 h per week. The lack of variability may partially explain the difficulty in exploring this relationship. However, employment among men has remained stable in recent years, while employment among women, especially those with young children, has increased.5
Our results and those by Anderson et al.13 found that maternal work intensity was associated with childhood overweight only among families in the highest income groups. These findings suggest that long hours of maternal employment rather than lack of money may impede young children's access to healthy foods and physical activity. For example, parental time constraints could increase a child's consumption of snack foods and/or increase television use. However, few studies have examined the impact of maternal employment on determinants of overweight in children of any age and there is even less evidence in preschool populations. Johnson et al.27 found that many preschool children in the US did not meet dietary requirements in the late 1980s, but there was no difference in the quality of their diet by maternal employment status. In school-age children, those whose mothers were employed, were less likely to have 'less healthy eating' than children whose mothers were full-time homemakers.28 Certain and Kahn29 reported no difference in television viewing among children aged 0–11 or 24–35 months by maternal employment status, but children aged 12–23 months were more likely to watch television daily for at least 2 h, if their mother was not employed.
Among mothers who were employed, there was also evidence that the intensity of a mother's employment was a risk factor for early childhood overweight, specifically among children from families in the highest income group. We found that children were more likely to be overweight if the mother reported that she 'did not spend enough time with her child because of work'. We can only speculate that these children may have had greater access to convenience foods and/or fewer opportunities for physical activity. Although there was some evidence in univariate analyses that children cared for by informal arrangements were more likely to be overweight than children cared for by their parents, an interaction between maternal hours worked and type of day care revealed that children in formal arrangements may be at higher risk for overweight if their mother worked more hours. While only a few studies have examined the impact of day care on overweight in young children, they define day care differently. For example, a study of German preschool children found no association between the type of kindergarten and overweight;30 however, this study compared how long the child stayed with the provider, rather than type of care provider. As these authors suggest, categories of provider may not represent the diet or physical activity available to the children.
We also identified independent risk factors for overweight, which are consistent with the published literature. Reviews have found that maternal overweight pre-pregnancy,15 smoking during pregnancy,15, 31 birthweight31, 32 and television viewing15 are associated with overweight, while breastfeeding is a protective factor.15 We also found that children who were introduced to solid food before 4 months were more likely to be overweight at age 3 years; however, reviews have reported inconsistent evidence for this relationship.15, 32
While rates of maternal employment have increased in recent decades, there have also been changes in children's and women's health-related behaviours. Children's consumption of snack food33 and sweetened beverages34 has increased substantially. Current estimates suggest that preschool children from the UK also watch television for approximately 19 h weekly.35 Furthermore, there is evidence that overweight among women early in pregnancy has increased over the past decade.36 In addition, breastfeeding has been found to be protective against overweight in our study and others;15, 31 however, rates remain lower37 than the World Health Organization recommendation.38 Returning to work soon after a child's birth is also a barrier to women initiating and continuing breastfeeding.39, 40
Although we found that maternal employment is associated with overweight among British preschool children, our results and the larger evidence base suggest there are many risk factors for overweight. Recent reviews have concluded that prevention is a necessary component to curbing the rise in childhood obesity.15, 31 However, policies and interventions should address not only individual factors but also the contextual environment of children including the family, community, society and government. Our findings on maternal employment and other risk factors should be considered within this framework. Further research is needed to examine factors along the causal pathway between maternal employment patterns and childhood overweight, which can help inform policy and interventions. For example, little is known about differences in children's diet or physical activity levels by maternal employment status. It will be important for future studies to obtain this information, so these factors can be controlled for in analyses. If they confound the relationship between maternal employment and childhood overweight, then 'maternal employment' may actually be a proxy for the changing patterns of health-related behaviours as a result of time constraints, due to modern society. However, policies supporting parents, particularly women, to enter the workforce9, 10 suggest that current levels of maternal employment are likely to be maintained or increase in the future. UK policies promoting work–life balance41 may help protect parents' time to provide opportunities for their children to access healthy foods and physical activity.
Notes
Ethical approval
The Millennium Cohort Study was approved by the South West and London Multi Centre Research Ethics Committees. The present analyses did not require additional ethics approval.
Details of contributors
SSH and CL contributed to the conception, study design, interpretation of the data and first draft of the article. SSH also contributed to the analysis. TJC contributed to the analysis and interpretation of the data, and further drafting of the article. All authors have also seen and approved the final version. All authors have no conflicts of interest to declare. SSH will act as guarantor for the paper.
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Acknowledgements
We would like to thank all of the Millennium Cohort Study families for their cooperation, and the Millennium Cohort Study team at the Centre for Longitudinal Studies, Institute of Education, University of London. The Millennium Cohort Study is funded by grants to Professor Heather Joshi, Director of the study from the ESRC and a consortium of government funders. There was no funding source for this study. Summer Sherburne Hawkins is funded by a Department of Health Researcher Development Award. Research at the Institute of Child Health and Great Ormond Street Hospital for Children NHS Trust benefits from R&D funding received from the NHS Executive.
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