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Objective: This study aimed to examine the long-term influence of having a child at risk of different developmental delays (communication, mobility, self-care, relating, learning, coping, or behaving) on parental labor force participation as the child grows. Method: A retrospective cohort was conducted using data from the Longitudinal Study of Australian Children survey, Waves 1–8 covering birth to 15 years of age of children. Multivariable logistic regressions were used to explore the odds ratio of mothers being out of the labor force at different children's ages. Cox proportional hazards models were utilized to identify the 'risk' of mothers returning to the workforce after leaving. All models were adjusted for the mother's age, education attainment, and employment status at time of birth, as well as marital status at the current wave. Results: There were 5,107 records of children, and 266 of them were at risk of any developmental delays at age 4–5 years. This sample represents 243, 026 children born in Australia in 2003/04. After adjusting for potential confounders, mothers of children at risk of each type of developmental delay (except mobility and self-care) had greater odds of being out of, and not returning to the labor force from children aged 2–3 to 14–15 years, when compared to mothers of children who are not at risk of developmental delays. Similar differences were found for fathers but were distinctly small and with narrower fluctuations, compared to mothers. Conclusion: Policies and programs funded by the government are greatly needed to support the mothers of children at risk of developmental delays. Significance: What is already known: Maternal labour force participation has been negatively affected by having a child with chronic health conditions, whereas paternal labour force participation is not significantly influenced. What this paper adds: Having a child at risk of developmental delays negatively influenced maternal and paternal labour force participation, where the influence on fathers was distinctly small and with narrower fluctuations during the 14 to 15 years of follow-up. [ABSTRACT FROM AUTHOR]

Purpose: To compare the frequency of General Practitioner (GP) services and the time between first and last GP services (service duration) provided to workers with low back pain (LBP) between four Australian workers' compensation jurisdictions. Methods: Retrospective cohort study using service level data collated from the Australian states of Western Australia, South Australia, Victoria and Queensland. Negative binomial regression was used to compare GP service volume between jurisdictions in workers with accepted LBP compensation claims. Quantile regression was used to compare GP service duration. Models were adjusted for sociodemographic factors and occupation. Analyses were repeated in four cohorts with progressively more restrictive cohort definitions to account for the influence of jurisdictional policy variation in employer excess, service delivery and maximum time-loss benefit duration. Results: The study sample included 47,185 time-loss claims accepted between July 2010 and June 2015, that were linked with 452,391 GP services. Workers with LBP in Queensland recorded significantly fewer GP services funded and recorded significantly shorter average service duration than in other states. This pattern of jurisdictional variation was evident in all four cohorts, but was attenuated when cohorts excluded short- and long duration claims. In the final, most restricted cohort statistically significant adjusted incidence rate ratios of 1.47–1.60 were observed in Victoria, South Australia and Western Australia, while these states recorded additional service duration of 4.3–20.7 weeks at the median. Conclusion: There is significant variation in provision of GP services to injured workers with LBP between four Australian workers' compensation jurisdictions. Administrative requirements for time-based provision of work capacity certificates by medical practitioners may be contributing to service variation. [ABSTRACT FROM AUTHOR]