Christine L Roberts’s research while affiliated with UNSW Sydney and other places

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Publications (274)


Figure 2. Proportion of children with poor outcomes identified by low birthweight, preterm and SGA at term, and preterm and low-birthweight indicators
Number and percentage of infants classified by birthweight, size for age and gestational age at birth (N = 1 093 765)
Alternatives to low birthweight as a population-level indicator of infant and child health
  • Article
  • Full-text available

April 2021

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24 Reads

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2 Citations

Public Health Research & Practice

Daneeta Hennessy

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Jason P Bentley

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Christine L Roberts

Background: Low birthweight (<2500 g) is often used as a population-level indicator of maternal-child health, as it is easy to measure and correlates with poorer infant health outcomes. However, it conflates preterm birth and intrauterine growth restriction, which have different causal pathways and require different approaches to prevention. Small for gestational age (SGA) (a proxy for growth restriction) and preterm birth may be more informative measures. We evaluated low birthweight as a population-level indicator. Methods: We conducted a population-based cohort study of singleton live births in New South Wales (NSW), Australia, using linked data from 1994-2006 birth, hospital, death and educational records, with follow-up until 2014. Outcomes of babies born of low birthweight, preterm and SGA were compared with well-grown term infants (i.e. not low birthweight or SGA). Overlap between groups and temporal trends were also examined. Results: Of 1 093 765 singleton live births, 47 946 (4.4%) infants were low birthweight and had poorer outcomes than well-grown term infants (2.7% vs. 0.1% infant mortality; 13% vs. 6% below national minimum numeracy standard). SGA and preterm infants also had poorer outcomes (0.5%, 2.3% infant mortality respectively; 10%, 11% below numeracy standard) but 80% of SGA and 47% of preterm infants were not low birthweight. For all outcomes, low birthweight identified a smaller proportion of infants with poor outcomes than preterm birth and than either SGA or low birthweight at term. The proportion of low-birthweight births remained constant over time, while the proportion of births that were preterm increased and proportion of SGA decreased. Conclusions: Low birthweight, SGA and preterm infants are all at higher risk of poorer outcomes but low birthweight inadequately captures, and masks trends in, both preterm births and births that are SGA. Reporting preterm births and an indicator of growth restriction at term will identify vulnerable groups better than using the measure of low birthweight.

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The Role of Medication in Reducing the Negative Effects of Hyperactivity-Inattention on Achievement: A Population-based Longitudinal Investigation of Students and their Classrooms

August 2018

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365 Reads

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3 Citations

Contemporary Educational Psychology

The present study investigated the role of psychostimulants (methylphenidate, dexamphetamine; prescribed to participants for diagnosed attention-deficit/hyperactivity disorder; ADHD) in reducing the negative effects of hyperactivity-inattention (H-I) on achievement through elementary school. Whereas the bulk of research investigating H-I and medication has focused on students (conducting student-level analyses), research into classroom climates and processes suggests this issue be examined at both student- and classroom-levels. The sample comprised 54,165 Australian students (from 5419 classrooms) for whom H-I data were available in kindergarten and achievement data were available in year 3 and year 5. In preliminary variance components analyses, findings showed there was notable variation in H-I and psychostimulant status from classroom to classroom. In multilevel path analysis, at both student- and class-levels psychostimulants reduced the negative effects of H-I on student achievement, to a level where H-I had no significant negative impact on achievement. These effects were not moderated by dosage or psychostimulant type. Taken together, our findings add to the body of effective multi-modal educational and psychological interventions used to enhance the achievement outcomes of individual students who present with ADHD and—of particular note and novelty in this study—the classrooms to which they belong.


Knowledge, experience and attitudes towards skin-to-skin contact following Caesarean section among health professionals in Vietnam

July 2018

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101 Reads

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4 Citations

Acta Paediatrica

Aim This study explored knowledge, experience and attitudes of health professionals towards early essential newborn care and skin‐to‐skin contact following Caesarean sections in a tertiary hospital in Central Vietnam. Method We conducted a cross‐sectional descriptive study using an anonymous questionnaire in March 2016. Health professionals from obstetrics, anaesthesiology and neonatology departments were surveyed. Results All of the 204 surveys were returned, accounting for 82% of total staff involved in the care for women and newborns with Caesarean sections. Correct knowledge of early essential newborn care was lowest among anaesthesiology staff. Health professionals reported that ≥90% of Caesarean section births they attended in the preceding week had skin‐to‐skin contact. Approximately 16% obstetricians, 71% midwives, 49% anaesthesiology and 76% neonatology staff considered the current frequency of skin‐to‐skin contact to be about right. The remainder considered the current rate too high. All professional groups identified the main difficulties of conducting skin‐to‐skin contact as the temperature in the operating theatre and the need for additional staff. Other concerns included increasing the risk the baby of falling off, prolonging the operation, and difficulty to monitor mothers. Conclusions The study identifies issues where improvements can be made in the implementation of skin‐to‐skin contact following Caesarean section. This article is protected by copyright. All rights reserved.



Table 1 Characteristics of pediatric (post-neonatal) hospital admissions that included time in an ICU a 2010-2013 
Table 2 Principal diagnosis for NSW pediatric post-neonatal hospital admissions which included time in an ICU 2010-2013 
Table 3 NSW hospital admissions that include ICU 2010-2013: principal admission diagnosis by child age and hospital type 
Table 4 Mortality rate, by age at admission, at one year post-discharge a for children with a hospital admission that included ICU, 2010-2012 Mortality per 100 infants 
Table 5 Procedure codes used to identify continuous ventilatory support 
Pediatric admissions that include intensive care: A population-based study

April 2018

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499 Reads

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63 Citations

BMC Health Services Research

Background: Pediatric admissions to intensive care outside children's hospitals are generally excluded from registry-based studies. This study compares pediatric admission to specialist pediatric intensive care units (PICU) with pediatric admissions to intensive care units (ICU) in general hospitals in an Australian population. Methods: We undertook a population-based record linkage cohort study utilizing longitudinally-linked hospital and death data for pediatric hospitalization from New South Wales, Australia, 2010-2013. The study population included all new pediatric, post-neonatal hospital admissions that included time in ICU (excluding neonatal ICU). Results: Of 498,466 pediatric hospitalizations, 7525 (1.5%) included time in an intensive care unit - 93.7% to PICU and 6.3% to ICU in a general (non-PICU) hospital. Non-PICU admissions were of older children, in rural areas, with shorter stays in ICU, more likely admitted for acute conditions such as asthma, injury or diabetes, and less likely to have chronic conditions, receive continuous ventilatory support, blood transfusion, parenteral nutrition or die. Conclusions: A substantial proportion of children are admitted to ICUs in general hospitals. A comprehensive overview of pediatric ICU admissions includes these admissions and the context of the total hospitalization.


Fig. 1. Hypothesized models showing relationships among the substantive factors of anxious behavior, prosocial behavior, kindergarten achievement, and grade 3 achievement. Anxious behavior and prosocial behavior were correlated in the models. Covariates were controlled for all factors. 
Fig. 2. Final models showing standardized beta estimates. Paths significant at p < .001 are shown here; however, we only interpreted paths of β ≥ 0.10 as having a practical effect size. Anxious behavior and prosocial behavior were correlated in the models. Covariates (not shown) were controlled for all factors. Tables 2 and 3 shows all standardized beta estimates (including covariates). Phase one involved the population of kindergarten students. Phase two involved the subsample of kindergarten students for whom we had grade 3 achievement data. 
Table 2
Table 4
The roles of anxious and prosocial behavior in early academic performance: A population-based study examining unique and moderated effects

March 2018

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818 Reads

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27 Citations

Learning and Individual Differences

We examined two social and emotional behaviors (anxious and prosocial behavior) and their links with academic achievement among kindergarten students. We conducted a population-level examination among kindergarten students in New South Wales in 2009 and 2012 (N = 206,210) of the extent to which the two behaviors are associated with kindergarten achievement (unique and moderated effects). With a subsample (n = 52,661), we examined additional links to grade 3 achievement. Findings showed that anxious behavior was not, whereas prosocial behavior was, meaningfully associated with kindergarten achievement. There was no evidence of moderation. With the subsample, prosocial behavior was meaningfully associated with kindergarten achievement, and kindergarten achievement was associated with grade 3 achievement. An indirect association from prosocial behavior to grade 3 achievement via kindergarten achievement was also evident. Together, the findings yield information that is relevant to efforts aiming to promote academic achievement in the early years of schooling.


Social and Emotional Behavioral Profiles in Kindergarten: A Population-Based Latent Profile Analysis of Links to Socio-Educational Characteristics and Later Achievement

January 2018

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3,026 Reads

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71 Citations

Journal of Educational Psychology

Relatively little attention has been given to understanding different social and emotional behavior (SEB) profiles among students and their links to important educational outcomes. We applied latent profile analysis to identify SEB profiles among kindergarten students based on five SEBs: cooperative, socially responsible, helpful, anxious, and aggressive-disruptive behavior. In Study 1, we identified SEB profiles among the population of students who attended kindergarten in New South Wales (NSW; Australia’s most populous state comprising Australia’s largest education jurisdictions), Australia in 2012 (N = 100,776). We also examined whether profile membership was differentially associated with students’ socioeducational characteristics (gender, age group, language background, neighborhood socioeconomic status, and learning disability status). Results revealed four different SEB profiles: social-emotional prosocial (SE-Prosocial), SE-Anxious, SE-Aggressive, and SE-Vulnerable groups. Profile membership was associated with the socioeducational characteristics in different ways (e.g., female and older students tended to be in the SE-Prosocial profile). In Study 2, we undertook replication with a different sample of children who attended kindergarten in 2009 in NSW (n = 52,661). We also examined whether the SEB profiles were associated with academic achievement in Grades 3 and 5 using standardized test scores. Results revealed the same four profiles as Study 1 and similarities in how profile membership was associated with the socioeducational characteristics. Moreover, profiles were associated with significantly different levels of achievement in Grades 3 and 5—highest for the SE-Prosocial and lowest for the SE-Vulnerable profiles. Together, the findings have implications for healthy student development and academic intervention.


Chlamydia trachomatis and the risk of spontaneous preterm birth, babies who are born small for gestational age, and stillbirth: A population-based cohort study

January 2018

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93 Reads

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58 Citations

The Lancet Infectious Diseases

Background: Chlamydia trachomatis is one of the most commonly diagnosed sexually transmitted infections worldwide, but reports in the medical literature of an association between genital chlamydia infection and adverse obstetric outcomes are inconsistent. Methods: The Western Australia Data Linkage Branch created a cohort of women of reproductive age by linking records of birth registrations with the electoral roll for women in Western Australia who were born from 1974 to 1995. The cohort was then linked to both chlamydia testing records and the state perinatal registry for data on preterm births and other adverse obstetric outcomes. We determined associations between chlamydia testing, test positivity, and adverse obstetric outcomes using multivariate logistic regression analyses. Findings: From 2001 to 2012, 101 558 women aged 15 to 38 years had a singleton birth. Of these women, 3921 (3·9%) had a spontaneous preterm birth, 9762 (9·6% of 101 371 women with available data) had a baby who was small for gestational age, and 682 (0·7%) had a stillbirth. During their pregnancy, 21 267 (20·9%) of these women had at least one chlamydia test record, and 1365 (6·4%) of those tested were positive. Before pregnancy, 19 157 (18·9%) of these women were tested for chlamydia, of whom 1595 (8·3%) tested positive for chlamydia. Among all women with a test record, after adjusting for age, ethnicity, maternal smoking, and history of other infections, we found no significant association between a positive test for chlamydia and spontaneous preterm birth (adjusted odds ratio 1·08 [95% CI 0·91-1·28]; p=0·37), a baby who was small for gestational age (0·95 [0·85-1·07]; p=0·39), or stillbirth (0·93 [0·61-1·42]; p=0·74). Interpretation: A genital chlamydia infection that is diagnosed and, presumably, treated either during or before pregnancy does not substantially increase a woman's risk of having a spontaneous preterm birth, having a baby who is small for gestational age, or having a stillbirth. Funding: Australian National Health and Medical Research Council.



Fig. 1 Flow diagram of study recruitment 
Table 1 Characteristics of mothers who planned to exclusively breastfeed for 6 months compared to those who did not 
Fig. 2 Time from delivery to first breastfeeding attempt 
Table 3 Mothers' knowledge of breastfeeding risks and benefits 
Factors associated with breastfeeding intent among mothers of newborn babies in Da Nang, Viet Nam

January 2018

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198 Reads

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28 Citations

International Breastfeeding Journal

Background Breastfeeding is recognized as the single most cost-effective intervention to reduce child morbidity and mortality. However, few studies have explored perceived barriers to breastfeeding and factors associated with breastfeeding intent among mothers of newborn babies in Viet Nam. We conducted a study to assess breastfeeding initiation rates, intent to breastfeed exclusively for 6 months or more and perceived barriers to breastfeed among mothers of newborn babies in Da Nang, Viet Nam. Methods We conducted a cross-sectional questionnaire survey of mothers in the postnatal wards of Da Nang Hospital for Women and Children in central Viet Nam from 10 February 2017 to 24 February 2017, following implementation of the World Health Organization (WHO) Essential Newborn Care (ENC) package. ResultsOf 286 mothers surveyed, 259 (90.6%) initiated breastfeeding; 203/258 (78.7%) within 1 hour (h) of birth. Most (207, 72.4%) mothers indicated intent to breastfeed exclusively for 6 months or more, but this was lower among mothers of preterm babies (82.2% versus 20.0%, p < 0.001) and those without post-secondary school education (74.8% versus 55.6%, p = 0.02). Amongst mothers struggling to establish breastfeeding, 18/27 (66.7%) had a Cesarean section. Planned non-exclusive breastfeeding was mostly (39, 60.9%) motivated by mothers’ concern that their milk supply would be insufficient for their baby’s growth requirements. Most mothers had good knowledge about the benefits of breastfeeding and indicated strong decision autonomy. Conclusions We documented high rates of early breastfeeding establishment and intent to breastfeed exclusively for 6 months or more. This probably reflects high levels of maternal education and successful implementation of the WHO ENC package. Mothers of premature babies may benefit from additional support.


Citations (85)


... This gap is fully accounted for by risk factors identified in our study, with LBW largely influenced by GA at delivery. 27 LBW as a marker of poor birth outcomes may be an inappropriate proxy measure, and others have raised this concern. 28,29 ...

Reference:

Being a First Nations baby is not independently associated with low birthweight in a large metropolitan health service
Alternatives to low birthweight as a population-level indicator of infant and child health

Public Health Research & Practice

... Among the ten selected articles, two referred to the same study and were considered as one in the analysis and discussion of the results. 12,13 The authors defined the study design (cohort study) 14 in only one article. Thus, we classified the others as cohort study (n = 3), 12,13,15,16 cross-sectional study (n = 3) [17][18][19] and before-andafter design study (n = 2). ...

The Role of Medication in Reducing the Negative Effects of Hyperactivity-Inattention on Achievement: A Population-based Longitudinal Investigation of Students and their Classrooms

Contemporary Educational Psychology

... The activities and strategies used to implement the innovation. (Shobo et al. 2020;Sibel Serap Ceylan, 2020), environmental needs such as temperature (Holztrattner et al. 2021;Tran et al. 2018) and light interruption (Delele et al. 2021a ...

Knowledge, experience and attitudes towards skin-to-skin contact following Caesarean section among health professionals in Vietnam
  • Citing Article
  • July 2018

Acta Paediatrica

... If this pathway is a series of discrete experiences in different settings, Jarjums find themselves having to continually navigate a different set of rules and expectations. Providing smooth transitions that build strong social and emotional skills, and a sense of identity, participation and belonging from an early age provide the foundation for greater resilience and better academic results later in school (Australian Early Development Census, 2015;Armstrong et al., 2012;Collie et al., 2018;Krakouer, 2016a, b;Warren & Harden-Threw, 2019). For a non-Indigenous Jarjum, this sense of identity and belonging is simply part of the system where the majority of their educators come from the same background as them. ...

Understanding social and emotional behaviours in early education (published on Education HQ Australia)

... It is correlated with age at admission. For example, in the study by Ibiebele et al., it is 2.2% for infants aged 29 days to 1 year, 2.7% for children aged 1 to 5 years, and 3.1% for children aged 5 to 16 years [5]. However, according to data published in 2014, the incidence of new complications following ICU discharge is 4.8 per cent; twice the mortality rate [3]. ...

Pediatric admissions that include intensive care: A population-based study

BMC Health Services Research

... Both FoMO and problematic internet use can negatively affect subjective well-being beyond personality (Stead and Bibby, 2017), resulting in reduced physical satisfaction, psychological well-being, and helping behaviors (Buglass et al., 2017). Studies have demonstrated that anxiety behavior does not significantly correlate with kindergarten achievement, whereas prosocial behavior does (Collie et al., 2018). Cognitive Resource Theory and Attentional Resource Theory suggest that due to the limited and selective nature of attentional resources, individuals with FoMO are likely to focus more on personal-relevant matters, allocate fewer attentional resources to unrelated matters, easily overlook others' situations, and exhibit reduced prosocial behavior (Xia et al., 2021). ...

The roles of anxious and prosocial behavior in early academic performance: A population-based study examining unique and moderated effects

Learning and Individual Differences

... A strong scientific and theoretical rationale supports fostering students' academic achievement by developing their school-based social-emotional competencies. The capacity to follow directions, establish positive relationships in the classroom, maintain focus, regulate emotions and adjust to the school environment all support students' educational engagement and overall academic performance (Collie et al., 2019;Elias & Haynes, 2008;Zins et al., 2007). A meta-analysis of 213 studies evaluating schoolbased programs to develop students' social-emotional competencies observed sustained program effects on academic achievement, equating to an 11-percentile gain (Durlak et al., 2011). ...

Social and Emotional Behavioral Profiles in Kindergarten: A Population-Based Latent Profile Analysis of Links to Socio-Educational Characteristics and Later Achievement

Journal of Educational Psychology

... However, research shows several multifaceted variables ranging from behavioural to health system factors associated with PTB. [5][6][7][8][9][10][11][12] Consequently, PTB leads to severe adverse emotional, financial and economic burdens for families, health systems and societies, especially in the low-setting areas globally. ...

Chlamydia trachomatis and the risk of spontaneous preterm birth, babies who are born small for gestational age, and stillbirth: A population-based cohort study
  • Citing Article
  • January 2018

The Lancet Infectious Diseases

... We found 59.9% of women intended to breastfeed and 41.7% to breastfeed exclusively to 6 months in Hanoi, Vietnam. These rates are much lower compared with data from a previous study in the city of Da Nang (74%) [48]. One possible explanation for the difference is that our study was among pregnant women while the previous study was conducted among postpartum women for whom the Da Nang Hospital had implemented the Essential Newborn Care package which included establishing skin-to-skin contact as soon as possible ** Intent to breastfeed exclusively (without any solid foods and water) until 6 months. ...

Factors associated with breastfeeding intent among mothers of newborn babies in Da Nang, Viet Nam

International Breastfeeding Journal

... To date, data on the association between CP and learning disorders in the literature have been scarce and inconsistent. [26][27][28][29] In this study, we demonstrated that 59.5% of children with CP, with normal VIQ, classified in GMFCS levels I to III and MACS levels I and II, presented with learning disorders, with manifestations of reading, writing, and mathematics difficulties similar to those of children with SLDs. The prevalence we observed lies within the 30% to 70% range of previous reports, [26][27][28][29] which probably reflects the heterogeneity of the study samples and the different methodologies used to assess the presence of learning disorders in individuals with CP. ...

Educational outcomes for children with cerebral palsy: A linked data cohort study
  • Citing Article
  • December 2017