Faculty of Education - Research Publications

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    Data Resource Profile: Melbourne Children's LifeCourse initiative (LifeCourse)
    O'Connor, M ; Moreno-Betancur, M ; Goldfeld, S ; Wake, M ; Patton, G ; Dwyer, T ; Tang, MLK ; Saffery, R ; Craig, JM ; Loke, J ; Burgner, D ; Olsson, CA ; Investigators, LC (OXFORD UNIV PRESS, 2022-10-13)
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    Trends in the prevalence and distribution of teacher-identified special health-care needs across three successive population cohorts
    O'Connor, M ; O'Connor, E ; Quach, J ; Vashishtha, R ; Goldfeld, S (WILEY, 2019-03)
    AIM: Some children's special health-care needs (SHCN) are formalised at the start of schooling (established SHCN), but a larger proportion start with difficulties that are milder or not yet diagnosed (emerging SHCN). This study explores whether: (i) the prevalence of teacher-identified SHCN (both overall and according to type of needs) and (ii) distribution across disadvantaged communities have changed over three successive population cohorts of Australian children. METHODS: We draw on repeated cross-sectional data from the Australian Early Development Census, a teacher-reported checklist completed on full populations of Australian school entrants in 2009, 2012 and 2015. It includes a measure of SHCN, as well as demographic information. RESULTS: The proportion of children with emerging and established needs was mostly stable from 2009 to 2015 (emerging needs: 17.1-18.9%; established needs: 4.4-4.9%). Change over time was observed in the prevalence of some specific types of impairment. Speech impairment rose by 14.7% for children with emerging needs, and emotional problems rose by 13.7% for children with established needs. Children living in the most disadvantaged neighbourhoods had higher odds of SHCN in all years (e.g. emerging needs relative risk ratio 1.65 (99% confidence interval 1.55-1.75) in 2015; established needs relative risk ratio 1.88 (99% confidence interval 1.71-2.06) in 2015). CONCLUSIONS: A large proportion of children starting school each year have SHCN. The types of SHCN that children present with increasingly reflect complex difficulties that require input from both the health and education sectors. Effective responses also need to consider the added impact of disadvantage.
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    Driving Precision Policy Responses to Child Health and Developmental Inequities
    Goldfeld, S ; Gray, S ; Azpitarte, F ; Cloney, D ; Mensah, F ; Redmond, G ; Williams, K ; Woolfenden, S ; O'Connor, M (Mary Ann Liebert, 2019-01-01)
    The growing evidence base on the extent of and opportunities to reduce inequities in children's health and development still lacks the specificity to inform clear policy decisions. A new phase of research is needed that builds on contemporary directions in precision medicine to develop precision policy making; with the aim to redress child inequities. This would include identifying effective interventions and their ideal time point(s), duration, and intensity to maximize impact. Drawing on existing data sources and innovations in epidemiology and biostatistics would be key. The economic and social gains that could be achieved from reducing child inequities are immense.
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    Better support for children with additional health and developmental needs in school settings: Perspectives of education experts
    Garvey, W ; O'Connor, M ; Quach, J ; Goldfeld, S (WILEY, 2020-07)
    AIM: Many children start school with additional health and developmental needs (AHDN), yet how best to support these children for optimal outcomes in the school setting is a complex challenge. This study aims to determine the views of education experts on what differentiates the most effective primary schools. METHODS: Qualitative interviews were conducted with nine senior leaders across the education system responsible for managing or improving practice across a range of schools or school regions in Victoria. Using a positive deviance approach, which investigates strategies already implemented in organizations achieving desired outcomes, the semi-structured interviews aimed to elicit instances of perceived good practice that already exists within the school system. Interviews were analysed using inductive content analysis. RESULTS: All education experts reported high variability across schools and suggested a number of factors differentiating those that were most effective at supporting children with AHDN. They included the presence of strong teacher support by the school leadership team; explicit and documented processes to guide the practice of teachers and ensure consistency at a whole school level; inclusive relationships and environments; participation and knowledge sharing between medical, allied health and other stakeholders in the care team; and an evidenced-based approach to allocating resources to programmes and strategies. CONCLUSION: This exploration of instances of good practice can generate novel insights into a complex problem. Current findings suggest a number of potential opportunities for enhancing practice that can be tested in future research. Improving outcomes for this vulnerable and significant group of children will require collaboration across health and education.
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    Learning outcomes of children with teacher-identified emerging health and developmental needs.
    O'Connor, M ; Chong, S ; Quach, J ; Goldfeld, S (Wiley, 2020-03-01)
    OBJECTIVES: Children's additional health and developmental needs are often first identified by teachers when they begin school. This study estimates the Grade 3 literacy and numeracy outcomes of children with teacher-identified additional needs emerging in the first year of school, including the added burden conferred by socioeconomic disadvantage. METHODS: Population linked data (N=42,619) was analysed from the Australian Early Development Census, which includes teacher reports on children's health and development at school entry, and the National Assessment Program - Literacy and Numeracy, a direct assessment of reading and numeracy skills at Grade 3. Linear regression analyses were used to estimate associations between emerging needs and learning outcomes, adjusted for sociodemographic characteristics. The combined effect of emerging needs and low maternal education (an indicator of socioeconomic disadvantage) on academic outcomes was examined by estimating the relative excess risk due to interaction (RERI). RESULTS: Emerging health and developmental needs at school entry was associated with lower reading (b=-26.86, 95%CI=-29.19, -24.52) and numeracy (b=-24.39, 95%CI=-26.43, -22.35) outcomes at Grade 3. The combined effect of emerging needs and socioeconomic disadvantage was greater than expected when their individual effects are summed (RERI=0.38, 95%CI 0.22, 0.55 for reading and RERI=0.27, 95%CI 0.10, 0.43 for numeracy). CONCLUSION: In the current study, emerging health and developmental needs identified by teachers at the outset of schooling was associated with poorer literacy and numeracy skills at Grade 3, and family socioeconomic disadvantage appeared to further amplify this effect. Meeting the needs of these children will require timely and coordinated supports across the health and education systems, particularly for those children who are also disadvantaged.