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Goldfeld SR, O'Connor E, Pham C, Gray S. Beyond the silver bullet: closing the equity gap for children within a generation. Med J Aust 2024. [PMID: 39434240 DOI: 10.5694/mja2.52493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Accepted: 07/15/2024] [Indexed: 10/23/2024]
Affiliation(s)
- Sharon R Goldfeld
- Centre for Community Child Health, Murdoch Children's Research Institute, Royal Children's Hospital Melbourne, Melbourne, VIC
- University of Melbourne, Melbourne, VIC
| | - Elodie O'Connor
- Centre for Community Child Health, Murdoch Children's Research Institute, Royal Children's Hospital Melbourne, Melbourne, VIC
- University of Melbourne, Melbourne, VIC
| | - Cindy Pham
- Centre for Community Child Health, Murdoch Children's Research Institute, Royal Children's Hospital Melbourne, Melbourne, VIC
- University of Melbourne, Melbourne, VIC
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, England
| | - Sarah Gray
- Centre for Community Child Health, Murdoch Children's Research Institute, Royal Children's Hospital Melbourne, Melbourne, VIC
- University of Melbourne, Melbourne, VIC
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Areed WD, Price A, Arnett K, Thompson H, Malseed R, Mengersen K. Assessing the spatial structure of the association between attendance at preschool and children's developmental vulnerabilities in Queensland, Australia. PLoS One 2023; 18:e0285409. [PMID: 37556459 PMCID: PMC10411799 DOI: 10.1371/journal.pone.0285409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 04/22/2023] [Indexed: 08/11/2023] Open
Abstract
Demographic and educational factors are essential, influential factors of early childhood development. This study aimed to investigate spatial patterns in the association between attendance at preschool and children's developmental vulnerabilities in one or more domain(s) in their first year of full-time school at a small area level in Queensland, Australia. This was achieved by applying geographically weighted regression (GWR) followed by K-means clustering of the regression coefficients. Three distinct geographical clusters were found in Queensland using the GWR coefficients. The first cluster covered more than half of the state of Queensland, including the Greater Brisbane region, and displays a strong negative association between developmental vulnerabilities and attendance at preschool. That is, areas with high proportions of preschool attendance tended to have lower proportions of children with at least one developmental vulnerability in the first year of full-time school. Clusters two and three were characterized by stronger negative associations between developmental vulnerabilities, English as the mother language, and geographic remoteness, respectively. This research provides evidence of the need for collaboration between health and education sectors in specific regions of Queensland to update current service provision policies and to ensure holistic and appropriate care is available to support children with developmental vulnerabilities.
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Affiliation(s)
- Wala Draidi Areed
- School of Mathematical Science, Center for Data Science, Queensland University of Technology, Queensland, Australia
| | - Aiden Price
- School of Mathematical Science, Center for Data Science, Queensland University of Technology, Queensland, Australia
| | | | - Helen Thompson
- School of Mathematical Science, Center for Data Science, Queensland University of Technology, Queensland, Australia
| | - Reid Malseed
- Children’s Health Queensland, Queensland, Australia
| | - Kerrie Mengersen
- School of Mathematical Science, Center for Data Science, Queensland University of Technology, Queensland, Australia
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Brushe ME, Lynch JW, Melhuish E, Reilly S, Mittinty MN, Brinkman SA. Objectively measured infant and toddler screen time: Findings from a prospective study. SSM Popul Health 2023; 22:101395. [PMID: 37096246 PMCID: PMC10122061 DOI: 10.1016/j.ssmph.2023.101395] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 03/29/2023] [Accepted: 04/03/2023] [Indexed: 04/26/2023] Open
Abstract
Objective Screen time guidelines recommend no screens under two years due to the potential negative impacts on development. While current reports suggest many children exceed this, research relies on parent reports of their children's screen exposure. We objectively assess screen exposure during the first two years and how it differs by maternal education and gender. Methods This Australian prospective cohort study used speech recognition technology to understand young children's screen exposure over an average day. Data collection occurred every six months when children were 6, 12, 18 and, 24 months old (n = 207). The technology provided automated counts of children's exposure to electronic noise. Audio segments were then coded as screen exposure. Prevalence of screen exposure was quantified, and differences between demographics examined. Results At six months, children were exposed to an average of 1hr, 16 min (SD = 1hr, 36 min) of screens per day, increasing to an average of 2 h, 28 min (SD = 2 h, 4 min) by 24-months. Some children at six months were exposed to more than 3 h of screen time per day. Inequalities in exposure were evident as early as six months. Children from higher educated families were exposed to 1hr,43 min fewer screens per day, 95%CI (-2hr, 13 min, -1hr, 11 min) compared to lower educated households, with this difference remaining consistent as children age. Girls were exposed to an additional 12 min of screens 95%CI (-20 min, 44 min) per day compared to boys at six months, but this difference reduced to only 5 min by 24-months. Conclusion Using an objective measure of screen exposure, many families exceed screen time guidelines, the extent increasing with child's age. Furthermore, substantial differences between maternal education groups emerge as young as six months old. This highlights the need for education and supports for parents around screen use in the early years, balanced within the realities of modern life.
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Affiliation(s)
- Mary E. Brushe
- Telethon Kids Institute, Ground Floor, 108 North Terrace, Adelaide, SA, Australia
- School of Public Health, University of Adelaide, Level 4, Rundle Mall Plaza Building, 50 Rundle Mall, Adelaide, SA, Australia
- Corresponding author. Telethon Kids Institute, Ground Floor 108 North Terrace, Adelaide, SA, 5000, Australia.
| | - John W. Lynch
- School of Public Health, University of Adelaide, Level 4, Rundle Mall Plaza Building, 50 Rundle Mall, Adelaide, SA, Australia
- Population Health Sciences, Bristol Medical School, University of Bristol, Beacon House, Queens Road, Bristol, BS8 1QU, UK
| | - Edward Melhuish
- Menzies Health Institute Queensland, G40 Griffith Health Centre, Level 8.86 Gold Coast Campus, Griffith University, Gold Coast, QLD, Australia
| | - Sheena Reilly
- Department of Education, University of Oxford, 15 Norham Gardens, Oxford, OX2 6PY, UK
| | - Murthy N. Mittinty
- College of Medicine and Public Health, Flinders University, Sturt Road, Bedford Park, SA, Australia
| | - Sally A. Brinkman
- School of Public Health, University of Adelaide, Level 4, Rundle Mall Plaza Building, 50 Rundle Mall, Adelaide, SA, Australia
- Education Futures, University of South Australia, Campus Central – City West, SA, 5001, Australia
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