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AIM: One third of Australian children diagnosed with type 1 diabetes present with life-threatening diabetic ketoacidosis (DKA) at diagnosis. Screening for early-stage, presymptomatic type 1 diabetes, with ongoing follow-up, can substantially reduce this risk (<5% risk). Several screening models are being trialled internationally, without consensus on the optimal approach. This pilot study aims to assess three models for a routine, population-wide screening programme in Australia. METHODS: An implementation science-guided pilot study to evaluate the feasibility, acceptability and costs of three screening models in children will be conducted between July 2022 and June 2024. These models are as follows: (1) Genetic risk-stratified screening using newborn heel prick dried bloodspots, followed by autoantibody testing from 11 months of age; (2) genetic risk-stratified screening of infant (6-12 months) saliva followed by autoantibody testing from 10 months of age; and (3) autoantibody screening using capillary dried bloodspots collected from children aged 2, 6 or 10 years. Cohorts for each model will be recruited from targeted geographic areas across Australia involving ≥2 states per cohort, with a recruitment target of up to 3000 children per cohort (total up to 9000 children). The primary outcome is screening uptake for each cohort. Secondary outcomes include programme feasibility, costs, parental anxiety, risk perception, satisfaction, well-being and quality of life, and health professional attitudes and satisfaction. CONCLUSIONS: This pilot is the first direct comparison of three screening implementation models for general population screening. Findings will provide evidence to inform a potential national screening programme for Australian children. TRIAL REGISTRATION: ACTRN12622000381785.
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BACKGROUND: Childhood infection might be associated with adverse child development and neurocognitive outcomes, but the results have been inconsistent. METHODS: Two population-based record-linkage cohorts of all singleton children born at term in New South Wales, Australia, from 2001 to 2014, were set up and followed up to 2019 for developmental outcome (N=276 454) and school performance (N=644 291). The primary outcome was developmentally high risk (DHR) at age 4-6 years and numeracy and reading below the national minimum standard at age 7-9 years. Cox regression was used to assess the association of childhood infection ascertained from hospital records with each outcome adjusting for maternal, birth and child characteristics, and sensitivity analyses were conducted assessing E-values and sibling analysis for discordant exposure. RESULTS: A higher proportion of children with an infection-related hospitalisation were DHR (10.9% vs 8.7%) and had numeracy (3.7% vs 2.7%) and reading results (4.3% vs 3.1%) below the national minimum standard, compared with those without infection-related hospitalisation. In the multivariable analysis, children with infection-related hospitalisation were more likely to be DHR (adjusted HR 1.12, 95% CI 1.08 to 1.15) and have numeracy (adjusted HR 1.22, 95% CI 1.18 to 1.26) and reading results (adjusted HR 1.16, 95% CI 1.12 to 1.20) below the national minimum standard. However, these results may be impacted by unmeasured confounding, based on E-values of 1.48-1.74, and minimal association with education outcome was found in the sibling analysis. CONCLUSIONS: Infection-related hospitalisation was modestly associated with adverse child development and school performance, but the association may be explained by shared familial factors, particularly in those with most socioeconomic disadvantages.
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BACKGROUND: The global prevalence of diabetes is similar in men and women; however, there is conflicting evidence regarding sex differences in diabetes-related complications. The aim of this study was to investigate sex differences in incident microvascular and macrovascular complications among adults with diabetes. METHODS: This prospective cohort study linked data from the 45 and Up Study, Australia, to administrative health records. The study sample included 25 713 individuals (57% men), aged ≥45 years, with diabetes at baseline. Incident cardiovascular disease (CVD), eye, lower limb, and kidney complications were determined using hospitalisation data and claims for medical services. Multivariable Cox proportional hazards models were used to assess the association between sex and incident complications. RESULTS: Age-adjusted incidence rates per 1000 person years for CVD, eye, lower limb, and kidney complications were 37, 52, 21, and 32, respectively. Men had a greater risk of CVD (adjusted hazard ratio (aHR) 1.51, 95% CI 1.43 to 1.59), lower limb (aHR 1.47, 95% CI 1.38 to 1.57), and kidney complications (aHR 1.55, 95% CI 1.47 to 1.64) than women, and a greater risk of diabetic retinopathy (aHR 1.14, 95% CI 1.03 to 1.26). Over 10 years, 44%, 57%, 25%, and 35% of men experienced a CVD, eye, lower limb, or kidney complication, respectively, compared with 31%, 61%, 18%, and 25% of women. Diabetes duration (<10 years vs ≥10 years) had no substantial effect on sex differences in complications. CONCLUSIONS: Men with diabetes are at greater risk of complications, irrespective of diabetes duration. High rates of complications in both sexes highlight the importance of targeted complication screening and prevention strategies from diagnosis.
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Angiopatías Diabéticas , Humanos , Masculino , Femenino , Persona de Mediana Edad , Estudios Prospectivos , Anciano , Incidencia , Australia/epidemiología , Factores Sexuales , Angiopatías Diabéticas/epidemiología , Factores de Riesgo , Modelos de Riesgos Proporcionales , Enfermedades Cardiovasculares/epidemiología , Almacenamiento y Recuperación de la Información , Complicaciones de la Diabetes/epidemiologíaRESUMEN
BACKGROUND/OBECTIVES: Oral retinoids are teratogenic, and pregnancy avoidance is an important part of retinoid prescribing. Australia does not have a standardised pregnancy prevention programme for women using oral retinoids, and the contraception strategies for women who use oral retinoids are not well understood. The objectives were to determine trends in the use of prescription retinoids among Australian reproductive-aged women and whether women dispensed oral retinoids used contraception concomitantly. METHODS: This was a population-based study using Australian Pharmaceutical Benefits (PBS) dispensing claims for a random 10% sample of 15-44-year-old Australian women, 2013 - 2021. We described rates and annual trends in dispensing claims for PBS-listed retinoids and contraceptives. We also estimated concomitant oral retinoid and contraceptive use on the day of each retinoid dispensing and determined if there was a period of contraceptive treatment that overlapped. Estimates were then extrapolated to the national level. RESULTS: There were 1,545,800 retinoid dispensings to reproductive-aged women; 57.1% were oral retinoids. The rate of retinoid dispensing to reproductive-aged women increased annually, from 28 dispensings per 1000 population in 2013 to 41 per 1000 in 2021. The rate of oral retinoid dispensing doubled over the study period, from 14 dispensings per 1000 population in 2013 to 28 per 1000 in 2021, while topical retinoid dispensing did not change. Only 25% of oral retinoid dispensings had evidence of concomitant contraceptive use in 2021. CONCLUSIONS: Rates of oral retinoid dispensing have doubled among reproductive-aged women over the past decade. A large percentage of oral retinoid use does not appear to have concomitant contraception use, posing a risk of teratogenic effects in pregnancies.
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Retinoides , Humanos , Femenino , Retinoides/uso terapéutico , Australia , Adulto , Adolescente , Adulto Joven , Anticoncepción/estadística & datos numéricos , Anticoncepción/métodos , Administración Oral , Prescripciones de Medicamentos/estadística & datos numéricosRESUMEN
BACKGROUND: Unintended pregnancy (UIP) and substance use disorder share underlying root causes with similar impacts for women and their offspring in pregnancy, birth and beyond. Furthermore, intoxication with alcohol and other drugs (AOD) increases the risk of UIP. OBJECTIVES: To assess the available evidence on associations between UIP and health, social and economic outcomes, in women who use AOD. SEARCH STRATEGY: The review utilised the Joanna Briggs Institute Methodology for Scoping Reviews and PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) reporting guidelines. The search was conducted across multiple databases, including Scopus and Medline, and limited to studies published between January 2000 to June 2023. SELECTION CRITERIA: Studies reporting on interactions between AOD use and UIP, and pregnancy, birth, infant, childhood, social or economic outcomes. All patterns and types of AOD use, except isolated use of tobacco, were included. Studies were available in English and conducted in high-income countries. DATA COLLECTION AND ANALYSIS: Selected articles were reviewed, and data collected by two independent reviewers using a standardised data extraction sheet. Findings were summarised and reported descriptively. MAIN RESULTS: A total of 2536 titles and abstracts were screened, 97 full texts were reviewed, and three studies were selected for inclusion in the scoping review. There was heterogeneity in types and patterns of AOD use, differences in study design and tools to assess pregnancy intention, and each focused on disparate outcomes. No study assessed or reported on birth outcomes. CONCLUSION: There is a paucity of data examining the intersection between AOD use and UIP and further research is needed.
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BACKGROUND: Falls are the most common hospitalized injury mechanism in children aged ≤1 years, and currently, there are no targeted prevention interventions. The prevention of falls in children of this age requires changes in the behavior of their caregivers, and theoretically informed digital behavior change interventions (DBCIs) may provide a unique mechanism for achieving effective intervention. However, user acceptance and the ability of DBCIs to effect the required changes in behavior are critical to their likelihood of success. OBJECTIVE: This study aims to evaluate a behavior theory-informed digital intervention developed following a user-centered approach for user experience, the potential for this intervention to prevent infant falls, and its impact on behavioral drivers underpinning fall risk in young children. METHODS: Parents of infants aged <1 year were recruited and asked to use the intervention for 3 months. A pre-post longitudinal design was used to examine the change in the potential to reduce the risk of falls after a 3-month exposure to the intervention. Postintervention data on behavioral drivers for fall prevention, user acceptability, and engagement with the app were also collected. Interviews were conducted to explore user experiences and identify areas for further improvement of the intervention. RESULTS: A total of 62 parents participated in the study. A statistically significant effect on the potential to reduce falls was observed after the intervention. This effect was higher for new parents. Parents agreed that the intervention targeted most of the target behavior drivers. The impact of behavior drivers and intervention on the potential for fall prevention had a positive correlation. The intervention demonstrated good levels of acceptability. Feedback from participants was mostly positive, and the primary area identified for further improvement was widening the scope of the intervention. CONCLUSIONS: This study demonstrated the promise of a newly developed digital intervention to reduce the risk of infant falls, particularly among new parents. It also showed a positive influence of the DBCI on the drivers of parental behaviors that are important for fall reduction among infants. The acceptability of the app was high, and important insights were gained from users about how to further improve the app.
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INTRODUCTION: Bronchiolitis is the most common respiratory infection and reason for hospitalisation in infancy; however, outcomes of infants with bronchiolitis who require interhospital transfer by specialist medical retrieval services are poorly understood. OBJECTIVES: The objective of this study was to summarise current evidence of the rate, therapy, and outcomes of infants with bronchiolitis who required medical retrieval for ongoing management. REVIEW METHOD: A scoping literature review informed by the Joanna Briggs Institute methodology was used including published studies in any language covering the period 1996 to December 2022 and grey literature sources comprised of reports from retrieval services in high-income countries with comparable healthcare systems. DATA SOURCES: Medline, CINAHL, and the Cochrane Database of Systematic Reviews electronic databases were the sources for published studies. Grey literature sources were retrieval service web pages/social media sites from Australia, Canada, New Zealand, the United Kingdom, and the United States of America. RESULTS: Searching identified 12 677 records, with 12 069 ineligible records and 286 duplicates excluded at screening. Of the 72 papers included for title and abstract review, 16 were selected for full-text review. Six papers fulfilled inclusion criteria. Infants with bronchiolitis were the primary focus of three studies. Transfer rate was reported in four studies, ranging from 4.3% to 18.5%. Use of respiratory therapy was variably reported and was associated with prematurity. Outcomes following retrieval such as respiratory therapies, days on therapies, length of stay in the intensive care unit, and hospital length of stay were only reported in two studies. Of 103 identified medical retrieval services and data registries, no reports were found that included information on the number of transfers or outcomes for infants with bronchiolitis. CONCLUSIONS: Up to one in five infants with bronchiolitis require medical retrieval. Only two published studies and no reports reported on the number and outcomes of infants. Given the frequency and severity of bronchiolitis, understanding indications for medical retrieval and outcomes of those infants may help to better target care and interventions for this common illness. Benefits could include diminishing the costly burden to families and the healthcare system of avoidable medical retrieval and interhospital transfer.
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Bronquiolitis , Recién Nacido , Lactante , Humanos , Países Desarrollados , Revisiones Sistemáticas como Asunto , Bronquiolitis/terapia , Hospitalización , Recien Nacido PrematuroRESUMEN
BACKGROUND: Administrative health data, such as hospital admission data, are often used in research to identify children/young people with cerebral palsy (CP). OBJECTIVES: To compare sociodemographic, clinical details and mortality of children/young people identified as having CP in either a CP population registry or hospital admission data. METHODS: We identified two cohorts of children/young people (birth years 2001-2010, age at study end or death 2 months to 19 years 6 months) with a diagnosis of CP from either (i) the New South Wales (NSW)/Australian Capital Territory (ACT) CP Register or (ii) NSW hospital admission data (2001-2020). Using record linkage, these data sources were linked to each other and NSW Death, Perinatal, and Disability datasets. We determined the sensitivity and positive predictive value (PPV) of CP diagnosis in hospital admission data compared with the NSW/ACT CP Register (gold standard). We then compared the sociodemographic and clinical characteristics and mortality of the two cohorts available through record linkage using standardised mean difference (SMD). RESULTS: There were 1598 children/young people with CP in the NSW/ACT CP Register and 732-2439 children/young people with CP in hospital admission data, depending on the case definition used. The sensitivity of hospital admission data for diagnosis of CP ranged from 0.40-0.74 and PPV 0.47-0.73. Compared with children/young people with CP identified in the NSW/ACT CP Register, a greater proportion of those identified in hospital admission data (one or more admissions with G80 case definition) were older, lived in major cities, had comorbidities including epilepsy, gastrostomy use, intellectual disability and autism, and died during the study period (SMD > 0.1). CONCLUSIONS: Sociodemographic and clinical characteristics differ between cohorts of children/young people with CP identified using a CP register or hospital admission data. Those identified in hospital admission data have higher rates of comorbidities and death, suggesting some may have progressive conditions and not CP. These differences should be considered when planning and interpreting research using various data sources.
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Parálisis Cerebral , Niño , Humanos , Adolescente , Parálisis Cerebral/epidemiología , Australia , Sistema de Registros , Almacenamiento y Recuperación de la Información , HospitalesRESUMEN
BACKGROUND: Survivors of childhood neuroblastoma are at risk of multiple treatment-related health problems (late effects), impacting their quality of life. While late effects and quality of life among Australia and New Zealand (ANZ) childhood cancer survivors have been reported, the outcomes of neuroblastoma survivors specifically have not been reported, limiting critical information to inform treatment and care. METHODS: Young neuroblastoma survivors or their parents (as proxy for survivors <16 years) were invited to complete a survey and optional telephone interview. Survivors' late effects, risk perceptions, health-care use, and health-related quality of life were surveyed and analyzed using descriptive statistics and linear regression analyses. In-depth interviews explored participants' experiences, knowledge, and perception of late effects and information needs. Thematic content analysis was used to summarize the data. RESULTS: Thirty-nine neuroblastoma survivors or parents completed questionnaires (median age = 16 years, 39% male), with 13 also completing interviews. Thirty-two participants (82%) reported experiencing at least 1 late effect, most commonly dental problems (56%), vision/hearing problems (47%), and fatigue (44%). Participants reported high overall quality of life (index = 0.9, range = 0.2-1.0); however, more participants experienced anxiety/depression compared to the population norm (50% met criteria versus 25%, χ2 = 13, p < 0.001). Approximately half of participants (53%) believed they were at risk of developing further late effects. Qualitatively, participants reported knowledge gaps in understanding their risk of developing late effects. CONCLUSION: Many neuroblastoma survivors appear to experience late effects, anxiety/depression and have unmet cancer-related information needs. This study highlights important areas for intervention to reduce the impact of neuroblastoma and its treatment in childhood and young adulthood.
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Supervivientes de Cáncer , Neoplasias , Neuroblastoma , Humanos , Masculino , Adulto Joven , Adulto , Adolescente , Femenino , Autoinforme , Calidad de Vida , Neuroblastoma/complicaciones , Sobrevivientes , Neoplasias/terapiaRESUMEN
BACKGROUND: School attendance and life participation, particularly sport, is a high priority for children with chronic kidney disease (CKD). This study is aimed at assessing the association between CKD stage, sports participation, and school absences in children with CKD. METHODS: Using data from the binational Kids with CKD study (ages 6-18 years, n = 377), we performed multivariable regression to evaluate the association between CKD stage, school absences, and sports participation. RESULTS: Overall, 62% of participants played sport with the most frequent sport activities engaged in being swimming (17%) and soccer (17%). Compared to children with CKD 1-2, the incidence rate ratios (IRR) (95% CI) for sports participation amongst children with CKD 3-5, dialysis, or transplant were 0.84 (0.64-1.09), 0.59 (0.39-0.90), and 0.75 (0.58-0.96), respectively. The median (IQR) days of school absences within a four-week period were 1 day (0-1), with children on dialysis reporting the highest number of school absences (9 days (5-15)), followed by transplant recipients (2 days (1-7)), children with CKD 3-5 (1 day (0-3)), and with CKD 1-2 (1 day (0-3)). Duration of CKD modified the association between CKD stage and school absences, with children with a transplant experiencing a higher number of missed school days with increasing duration of CKD, but not in children with CKD 1-5 or on dialysis (p-interaction < 0.01). CONCLUSIONS: Children receiving dialysis and with a kidney transplant had greater school absences and played fewer sports compared to children with CKD stages 1-2. Innovative strategies to improve school attendance and sport participation are needed to improve life participation of children with CKD.
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Insuficiencia Renal Crónica , Deportes , Niño , Humanos , Estudios Transversales , Diálisis Renal , Insuficiencia Renal Crónica/epidemiología , Insuficiencia Renal Crónica/terapia , Instituciones AcadémicasRESUMEN
BACKGROUND: Preclinical studies suggest synergistic effects of maternal inflammatory exposures on offspring neurodevelopment, but human studies have been limited. OBJECTIVES: To examine the cumulative association and potential interactions between seven maternal exposures related to inflammation and child attention-deficit/hyperactivity disorder (ADHD). METHODS: We conducted a population-based cohort study of children born from July 2001 to December 2011 in New South Wales, Australia, and followed up until December 2014. Seven maternal exposures were identified from birth data and hospital admissions during pregnancy: autoimmune disease, asthma, hospitalization for infection, mood or anxiety disorder, smoking, hypertension, and diabetes. Child ADHD was identified from stimulant prescription records. Multivariable Cox regression assessed the association between individual and cumulative exposures and ADHD and potential interaction between exposures, controlling for potential confounders. RESULTS: The cohort included 908,770 children, one-third (281,724) with one or more maternal exposures. ADHD was identified in 16,297 children (incidence 3.5 per 1000 person-years) with median age of 7 (interquartile range 2) years at first treatment. Each exposure was independently associated with ADHD, and risk increased with additional exposures: one exposure (hazard ratio (HR) 1.59, 95% confidence interval (CI) 1.54, 1.65), two exposures (HR 2.25, 95% CI 2.13, 2.37), and three or more exposures (HR 3.28, 95% CI 2.95, 3.64). Positive interaction was found between smoking and infection. The largest effect size was found for cumulative exposure of asthma, infection, mood or anxiety disorder, and smoking (HR 6.12, 95% CI 3.47, 10.70). CONCLUSIONS: This study identifies cumulative effects of multiple maternal exposures related to inflammation on ADHD, most potentially preventable or modifiable. Future studies should incorporate biomarkers of maternal inflammation and consider gene-environment interactions.
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Asma , Trastorno por Déficit de Atención con Hiperactividad , Efectos Tardíos de la Exposición Prenatal , Niño , Embarazo , Femenino , Humanos , Preescolar , Exposición Materna , Estudios de Cohortes , Trastorno por Déficit de Atención con Hiperactividad/etiología , Inflamación , Asma/complicacionesRESUMEN
Routinely collected data help estimate the prevalence of autism spectrum disorder (ASD) in jurisdictions without active autism surveillance. We created a population-based cohort of 1,211,834 children born in 2002-2015 in New South Wales, Australia using data linkage. Children with ASD were identified in three datasets - disability services, hospital admissions, and ambulatory mental health data. The prevalence of ASD in the cohort was 1.3% by age 12 and prevalence at age 6 increased an average of 4.1% per year (95% Confidence Interval, 3.3%, 4.8%). Most children with ASD were identified in disability services data (87%), although data linkage identified 1,711 additional cases that were more likely female, older at first contact, and living in major cities and less disadvantaged areas.
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Trastorno del Espectro Autista , Niño , Humanos , Femenino , Adulto Joven , Adulto , Trastorno del Espectro Autista/epidemiología , Nueva Gales del Sur/epidemiología , Prevalencia , Australia , Almacenamiento y Recuperación de la InformaciónRESUMEN
AIM: To describe the relationships between outpatient encounters, continuity of care, and unplanned hospital care in children/young people with cerebral palsy (CP). METHOD: In this population-based data-linkage cohort study we included children/young people with CP identified in the New South Wales/Australian Capital Territory CP Register (birth years 1994-2018). We measured the frequency of outpatient encounters and unplanned hospital care, defined as presentations to emergency departments and/or urgent hospital admissions (2015-2020). Continuity of outpatient care was measured using the Usual Provider of Care Index (UPCI). RESULTS: Of 3267 children/young people with CP, most (n = 2738, 83.8%, 57.6% male) had one or more outpatient encounters (123 463 total encounters, median six outpatient encounters per year during childhood). High UPCI was more common in children/young people with mild CP (Gross Motor Function Classification System levels I-III, with no epilepsy or no intellectual disability), residing in metropolitan and areas of least socioeconomic disadvantage. Low UPCI was associated with four or more emergency department presentations (adjusted odds ratio [aOR] 2.34; 95% confidence interval [CI] 1.71-3.19) and one or more urgent hospital admissions (aOR 2.02; 95% CI 1.57-2.61). INTERPRETATION: Children/young people with CP require frequent outpatient services. Improving continuity of care, particularly for those residing in regional/remote areas, may decrease need for unplanned hospital care.
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Introduction: The Kids Guided Personalised Service (KidsGPS) is an integrated model of care coordination for children and young people (CYP) living with medical complexity. After successful implementation in an urban setting, the model of care will be rolled-out at scale to four rural regions in New South Wales, Australia to establish RuralKidsGPS. This paper describes the approach and methods for the outcome and implementation evaluation of RuralKidsGPS. Description: The evaluation aims to assess health, economic and implementation outcomes and processes whilst identifying barriers and enablers to inform future rollouts. Measures of health service utilisation (primary outcome), child health related quality of life and parent/carer experiences will be assessed. The implementation evaluation will occur alongside the outcomes evaluation and is underpinned by the Consolidated Framework for Implementation Research and informed by validated quantitative measures and qualitative interviews with patients, families, healthcare providers and service managers. An economic analysis will determine incremental cost effectiveness ratios for the new model of care using health service utilisation data. Conclusion: RuralKidsGPS, if effective, has the potential to improve equity of access to integrated care for CYP and their families and this protocol may inform other evaluations of similar models of care delivered at scale.
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AIM: To determine sex and age differences in the use of medications for diabetes and cardiovascular risk factors in people with diabetes in Australia. METHODS: Pharmaceutical claims data of participants in the 45 and Up Study who self-reported having diabetes before 2013, were alive on 1st January 2013 and had at least one medication dispensing record between 1st January 2013 and 31st December 2019 were analysed. Annual sex and age-specific percentages of participants supplied specific medications were estimated for years 2013 to 2019. Percentages were reported for any glucose lowering medications and by drug class, any lipid modifying agents, and any blood pressure lowering medications. RESULTS: Altogether 25,733 participants (45.2% women) with diabetes were included. The percentage of participants who were supplied with glucose lowering medications was consistently lower in women compared to men. In both sexes, the percentage of participants who were supplied with glucose lowering medications was lowest among those aged ≥75 years and this decreased over time. Similar findings were observed for lipid modifying agents and blood pressure lowering medications. The use of sodium glucose co-transporter 2 inhibitors increased substantially in participants aged <75 years since it became available in 2013. However, no sex differences were observed in its use among people with hospital-recorded history of cardiovascular disease. CONCLUSIONS: Practitioners should be aware of possible sex disparities in the pharmacological treatment of diabetes and cardiovascular risk factors in people with diabetes in Australia. There is a possible time lag between reporting of research findings and uptake of sodium glucose co-transporter 2 inhibitors prescribing in individuals with diabetes and high cardiovascular risk in clinical practice, nevertheless, the result observed was consistent with the management guidelines at the time of the study.
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Enfermedades Cardiovasculares , Diabetes Mellitus Tipo 2 , Diabetes Mellitus , Inhibidores del Cotransportador de Sodio-Glucosa 2 , Simportadores , Masculino , Humanos , Femenino , Enfermedades Cardiovasculares/epidemiología , Enfermedades Cardiovasculares/tratamiento farmacológico , Factores de Riesgo , Diabetes Mellitus/tratamiento farmacológico , Diabetes Mellitus/epidemiología , Inhibidores del Cotransportador de Sodio-Glucosa 2/uso terapéutico , Factores de Riesgo de Enfermedad Cardiaca , Preparaciones Farmacéuticas , Lípidos/uso terapéutico , Glucosa/uso terapéutico , Sodio , Diabetes Mellitus Tipo 2/tratamiento farmacológico , Hipoglucemiantes/uso terapéuticoRESUMEN
BACKGROUND: Little is known on how lifestyle factors, individually or in combination, may relate to nursing home admission, an outcome of great societal and economic importance with increased population ageing. The aim of this study was to determine the association of lifestyle risk factors with nursing home admission. METHODS: This prospective cohort study linked data from the 45 and Up Study, Australia, to health records. 127 108 men and women, aged ≥60 years, were recruited between 2006 and 2009. A healthy lifestyle score categorised participants into three risk groups based on five equally contributing risk factors: smoking status, physical activity, sedentary behaviour, sleep duration and diet quality. HRs for incident nursing home admission were estimated using multivariable Cox proportional hazards model. RESULTS: One-quarter of participants were in the low-risk lifestyle group, 62% were in the medium-risk group and 14% in the high-risk (least healthy) group. During a median (IQR) follow-up of 11.3 years, 23 094 (18%) participants were admitted to a nursing home. Compared with those in the low-risk group, risk of nursing home admission was 43% higher among participants in the high-risk group (multivariable adjusted HR (aHR) 1.43; 95% CI 1.36 to 1.50); and participants in the medium-risk group had an intermediate 12% greater risk (aHR 1.12; 95% CI 1.08 to 1.16). Participants aged 60-64 years in the high-risk (aHR 2.15; 95% CI 1.82 to 2.54) lifestyle group had the greatest risk of nursing home admission. CONCLUSION: An unhealthy lifestyle was associated with a marked increased risk of admission to a nursing home in adults aged 60+ years. Interventions focused on lifestyle modifications may prevent or delay nursing home admission.
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Estilo de Vida , Casas de Salud , Adulto , Masculino , Humanos , Femenino , Persona de Mediana Edad , Anciano , Estudios de Cohortes , Estudios Prospectivos , Factores de RiesgoRESUMEN
AIMS: To investigate the association between self-reported oral health and incident micro and macrovascular diabetes complications. METHODS: This prospective cohort study linked data from the 45 and Up Study, Australia, to administrative health records. The participants were 24,862 men and women, aged ≥45 years, with diabetes at baseline (2006-2009). The oral health of participants was assessed by questionnaire. Incident diabetes complications were determined using hospitalisation data and claims for medical services up until 2019. Hazard ratios for the association between oral health and incident complications were calculated using multivariable cox proportional hazards models. RESULTS: Almost 60 % of participants had <20 teeth, and 38 % rated their teeth and gums as fair or poor. Compared with those with ≥20 teeth, those with 0 teeth had an increased risk of cardiovascular disease (aHR 1.24, 95 % CI: 1.15, 1.35), lower limb (aHR 1.22, 95 % CI: 1.11, 1.33) and kidney (aHR 1.19, 95 % CI: 1.11, 1.29) complications. Individuals with 1-9 teeth had an increased risk of eye complications (aHR 1.14, 95 % CI: 1.07, 1.22). The associations were generally consistent for poor self-rated teeth and gums. CONCLUSIONS: Self-reported oral health measures may be a marker of elevated risk of complications in people with diabetes.
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BACKGROUND: The health and well-being of children in the first 2000 days has a lasting effect on educational achievement and long-term chronic disease in later life. However, the lack of integration between high-quality data, analytic capacity and timely health improvement initiatives means practitioners, service leaders and policymakers cannot use data effectively to plan and evaluate early intervention services and monitor high-level health outcomes. OBJECTIVE: Our exploratory study aimed to develop an in-depth understanding of the system and clinical requirements of a state-wide paediatric learning health system (LHS) that uses routinely collected data to not only identify where the inequities and variation in care are, but also to also inform service development and delivery where it is needed most. METHOD: Our approach included reviewing exemplars of how administrative data are used in Australia; consulting with clinical, policy and data stakeholders to determine their needs for a child health LHS; mapping the existing data points collected across the first 2000 days of a child's life and geospatially locating patterns of key indicators for child health needs. RESULTS: Our study identified the indicators that are available and accessible to inform service delivery and demonstrated the potential of using routinely collected administrative data to identify the gap between health needs and service availability. CONCLUSION: We recommend improving data collection, accessibility and integration to establish a state-wide LHS, whereby there is a streamlined process for data cleaning, analysis and visualisation to help identify populations in need in a timely manner.
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AIMS: To examine whether simple measures of oral health are associated with incident diabetes. METHODS: This prospective cohort study linked data from the 45 and Up Study, Australia, to administrative health records. The study participants were 213,389 men and women, aged ≥45 years, with no diabetes at baseline. The oral health of participants was assessed by questionnaire. Incident diabetes cases were ascertained based on self-report in follow-up questionnaires, linked data on medical and pharmaceutical claims, and hospitalisation data up until 2019. The association between oral health and incident diabetes were calculated using multivariable cox proportional hazards models. RESULTS: During 2,232,215 person-years of follow-up, 20,487 (9.6%) participants developed diabetes. Compared with those with ≥20 teeth, the adjusted hazard ratio (aHR) for incident diabetes was 1.12 (95% Confidence Interval (CI): 1.08, 1.17) for 10-19 teeth, 1.20 (1.14, 1.26) for 1-9 teeth and 1.15 (1.09, 1.21) for no teeth. Compared with those with excellent/very good teeth and gums, the aHR for incident diabetes was 1.07 (1.03, 1.12) for fair and 1.13 (1.07, 1.20) for poor teeth and gums. CONCLUSIONS: Simple measures of oral health were associated with risk of developing diabetes, demonstrating the potential importance of oral health screening for diabetes prevention.