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Biomedical subjects

Michael Gracey

Publications and source records attributed to Michael Gracey.

7 recordsLinked to original sources
PubMed2006

An Aboriginal-driven program to prevent, control and manage nutrition-related "lifestyle" diseases including diabetes.

Type 2 diabetes and other nutrition-related so-called "lifestyle" diseases, including obesity, and cardiovascular and chronic renal disease, are very prevalent in Australian Aboriginal people and contribute to their high rates of chronic illness and premature mortality. An Aboriginal-driven, community-based health protection, health promotion and improved disease detection, management and care program was introduced in four remote, discrete communities in the far north of Western Australia (WA) in order to attempt to prevent these disorders through community-based lifestyle modification. More energetic screening for early risk factors is involved as well as early dietary and exercise interventions and medical treatment, when indicated. Distinctive features of this program include its Aboriginal initiatives and perspectives, committed partnerships between the communities, the Unity of First People of Australia of Australia (UFPA) and its carers, the communities' health care providers, external clinical specialists, other external agencies and a locally-operated point-of-care (POC) pathology testing capability that is conducted by local and UFPA personnel. The POC component is quality managed by Flinders University. These features have ensured the viability of the program in three of the communities; the other one decided not to continue with the program despite risks of serious long-term health consequences. The pre-program prevalence of diabetes in screened adults was almost 40% and in adults aged (35 years was almost 60%. After several months of the program's operation, there have been positive changes in knowledge about food, nutrition, exercise and disease and altered attitudes and behaviours related to dietary and exercise patterns. There have also been improvements in weight control and in pathology test results relevant to the risk of subsequent development of diabetes and cardiovascular disease.

Adolescent↗
PubMed2006

Under-nutrition affects time to recurrence of gastroenteritis among Aboriginal and non-Aboriginal children.

This study investigated whether under-nutrition affected time to hospitalization for recurrence of gastroenteritis in Australian children. Linked hospitalization records of all infants, born in 1995 and 1996 in Western Australia, who were admitted for gastroenteritis during their first year of life (n=1001), were retrieved. A survival frailty model was used for determining the factors influencing the recurrent times over the subsequent seven years. Aboriginality and under-nutrition were significantly associated with an increased risk of recurrence (hazard ratios of 2.59 and 1.28). Hospitalizations due to gastroenteritis were common among Aboriginal children who had a higher mean re-admission rate and much shorter intervals between re-admissions than other patients. The proportion of patients with recurrence was also significantly higher for Aboriginals (38.5%) than for other patients (14.2%). Gastroenteritis remains a serious problem in Aboriginal children. This presents a complex challenge to be addressed with public-health principles, political determination and commitment, and adequate resources.

Cohort Studies↗
PubMed2005

A robustified modeling approach to analyze pediatric length of stay.

PURPOSE: Length of stay (LOS) is an important measure of the cost of pediatric hospitalizations, but the guidelines developed so far are not rigorously evidence-based. This study demonstrates a robust gamma mixed regression approach to analyze the positively skewed LOS variable, which has implications for future studies of pediatric health care management. METHODS: The robustified approach is applied to analyze hospital discharge data on childhood gastroenteritis in Western Australia (n=514). The model accounts for demographic characteristics and co-morbidities of the patients, as well as the dependency of LOS outcomes nested within the 58 hospitals in the State. The method is compared with the standard linear mixed regression with trimming of extreme observations. RESULTS: For the empirical application, the linear mixed regression results are sensitive to the magnitude of trimming. The identified significant factors from the robust regression model, namely infection, failure to thrive, and iron deficiency anemia are resistant to high-LOS outliers. CONCLUSIONS: Robust gamma mixed regression appears to be a suitable alternative to analyze the clustered and positively skewed pediatric LOS, without transforming and trimming the data arbitrarily.

Child, Hospitalized↗
PubMed2005

Multilevel modelling of hospitalisations for recurrent diarrhoeal disease in Aboriginal and non-Aboriginal infants and young children in Western Australia.

A multilevel proportional hazards model was used to determine the prognostic factors affecting hospitalisations for recurrent diarrhoeal disease in infants and young children. All infants born in 1996 who had index gastroenteritis admission to Western Australian (WA) hospitals during their first year of life were included in our study cohort (n = 486). There were 618 hospital admissions for infectious diarrhoea over the 6-year follow-up period. Aboriginal children stayed significantly longer in hospital than their non-Aboriginal peers, and comorbidities such as dehydration, gastrointestinal sugar intolerance, failure to thrive, iron deficiency anaemia and certain infections (genitourinary, scabies and/or otitis media) were all significantly associated with the delayed discharge of patients. Substantial variations among patients (variance = 0.660) and between health service regions of WA (variance = 0.296) were found. Over 30% of the total variation could be attributed to the heterogeneity between health districts. For any two patients in the same health district, the within-region (intraclass) correlation was estimated to be 0.309. In the absence of detailed socio-demographic data, application of the standard survival procedure may lead to incorrect inferences due to regional clustering and repeated observations on individuals. By accounting for latent patient and regional effects, the multilevel analysis clearly confirmed the high burden of infectious diarrhoea among Aboriginal infants and children, and their much longer hospital stays. Coexisting morbidities contributed to the prolonged and recurrent hospitalisations. Findings of this epidemiological study indicated the need of multifaceted clinical disease prevention and hygiene promotion strategies to control the disease.

Anemia, Iron-Deficiency↗
PubMed2004

Aboriginal mothers, breastfeeding and smoking.

OBJECTIVE: To document the smoking practices of Aboriginal mothers living in Perth during pregnancy and during the subsequent year while feeding their infants. METHOD: A cohort of mothers was followed from the time of delivery for 12 months to obtain details of infant feeding practices. A total of 455 mothers delivered between May 2000 and July 2001 and 425 completed the baseline questionnaire. RESULTS: Prior to and during pregnancy, 67% of the mothers smoked regularly. While the rate appeared to decline slightly with the length of breastfeeding, the trend was not significant. The rate of smoking of Aboriginal mothers was significantly greater than for an earlier study of non-Aboriginal mothers in Perth, where the rate was 28.4%. Among Aboriginal women there was no difference in the percentage of smokers and non-smokers who initiated breastfeeding. While fewer women who smoked were still breastfeeding at 24 weeks postpartum, compared with non-smokers (58% vs. 64%), this difference was not significant. CONCLUSIONS: The percentage of women smoking in this study is consistent with rates reported in the 2001 National Drug Strategy Household Survey. In other studies, smoking is associated with lower rates of breastfeeding initiation and duration, but this was not the case in the Aboriginal mothers. IMPLICATIONS: Although the high prevalence of smoking identified in this study did not appear to adversely affect breastfeeding, smoking during and after pregnancy does contribute to increased rates of low birth weight and other health problems in early childhood. Targeted antenatal smoking cessation programs are needed for Aboriginal mothers.

Breast Feeding↗
PubMedDate not supplied

Child health implications of worldwide urbanization.

The upsurge of urbanization, often poorly planned and uncontrolled, has caused major impacts on human societies for at least two centuries. Urban environments and urbanized lifestyles have strong influences on health and well-being, including on infant and childhood populations in developed and underdeveloped countries, as well as among societies in developmental and environmental transition around the world. Urbanization will inevitably have significant impacts on the health of future generations. Notably, the health consequences of urbanized lifestyles are not confined to residents of cities and large towns but rather are becoming manifest in rapidly changing, previously traditional societies in rural and remote areas because globalization is altering infant feeding practices and the dietary habits and lifestyle patterns of their children. In underdeveloped countries, overcrowding and environmental pollution are huge problems that are exacerbated by undernutrition and infection, particularly respiratory and diarrheal diseases. In developed societies, other problems like injuries; poisonings; violence; drug abuse; exposure to chemical, biological, industrial, and atmospheric pollutants, including pesticides; sexually transmissible diseases; and 'lifestyle' diseases, including obesity and cardiovascular disease risk, are of great current and potential importance.

Breast Feeding↗