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OBJECTIVES: To determine among rural-dwelling on-reserve Saskatchewan First Nations people whether racial discrimination is associated with depression, and in turn, if this relationship is moderated by gender. METHODS: As a component of a community-based participatory research project, a cross-sectional, interviewer-administered survey of 874 adults living on 2 Cree First Nation reserves in rural north-central Saskatchewan was conducted during May-August in 2012 and 2013. Self-reported, health-provider diagnosis of depression was the dependent variable and experiences of interpersonal racial discrimination was the primary exposure. Chi-square and multiple logistic regression were the main analytic techniques. Generalized estimating equations were applied to account for clustering within households. RESULTS: Overall, 64% of participants reported being treated unfairly in 1 or more situations because of their ethnicity; 38% indicated discrimination occurring in 3 or more situations. Nineteen percent reported a diagnosis of depression. Adjusted analyses indicated that compared to those with no experience of racial discrimination, those reporting 1-2 and 3 or more situations were 1.77 times (95% CI: 1.06-2.95) and 1.91 times (95% CI: 1.19- 3.04) more likely to have diagnosed depression respectively. The relationship between racial discrimination and depression was not modified by gender, although women were 1.85 times (95% CI: 1.24-2.76) more likely to report depression than men. CONCLUSION: Interpersonal racial discrimination was associated with depression among First Nations women and men in rural Saskatchewan. Research directed at identifying the most efficacious interventions, programs and policies to combat racism is required to advance the goal of health equity. KEY WORDS: Racial discrimination; First Nations; depression OBJECTIFS : Determiner, chez les membres des Premieres Nations de la Saskatchewan vivant dans des reserves en zone rurale, si la discrimination raciale est associee a la depression et si, en retour, cette relation est modulee par le sexe. METHODE : Dans le cadre d'un projet de recherche participative communautaire, nous avons mene une enquete transversale administree par un intervieweur aupres de 874 adultes vivant dans deux reserves de la Premiere Nation crie dans le centre-nord rural de la Saskatchewan entre mai et aout en 2012 et en 2013. La variable dependante etait un diagnostic de depression autodeclare pose par un dispensateur de soins de sante, et l'exposition directe etait l'experience de la discrimination raciale interpersonnelle. Nos principales techniques etaient l'analyse du khi-carre et l'analyse de regression logistique multiple. Nous avons applique des equations d'estimation generalisees pour tenir compte des regroupements au sein des menages. RESULTATS : Dans l'ensemble, 64% des participants ont declare avoir ete traites injustement dans une situation ou plus en raison de leur ethnicite; 38% ont fait etat de discrimination dans trois situations ou plus. Dix-neuf p. cent ont dit avoir un diagnostic de depression. Les analyses ajustees ont indique que comparativement aux repondants n'ayant aucune experience de discrimination raciale, ceux qui ont declare une ou deux situations et trois situations ou plus etaient 1,77 fois (IC de 95% : 1,06-2,95) et 1,91 fois (IC de 95% : 1,19-3,04) plus susceptibles d'avoir un diagnostic de depression, respectivement. La relation entre la discrimination raciale et la depression n'etait pas modulee par le sexe, mais les femmes etaient 1,85 fois (IC de 95% : 1,24-2,76) plus susceptibles de declarer un diagnostic de depression que les hommes. CONCLUSION : La discrimination raciale interpersonnelle etait associee a la depression chez les femmes et les hommes des Premieres nations vivant en zone rurale en Saskatchewan. Pour atteindre l'objectif de l'equite en sante, il faut faire de la recherche pour determiner quels sont les interventions, les programmes et les politiques les plus efficaces pour combattre le racisme. MOTS CLES : discrimination raciale; Premieres Nations; depression, Racial discrimination is increasingly recognized within the population health literature as an important determinant of health inequities. Different levels of racial discrimination exist, ranging from structural to interpersonal, the latter [...]

The study attempts to evaluate published evidence to try and establish a relationship between lower birth weight and the increased risk of type 2 diabetes. The results conclude that birth weight is inversely related to the risk of type 2 diabetes.

Abstract Background Although rural Canadians are reported to have higher rates of diabetes than others, little is known about the relative influence of known versus agriculture-related risk factors. The purpose of this research was to carry out a comprehensive study of prevalence, risk factors and co-morbidities of diabetes among adults in rural Saskatchewan and to determine possible differences between those living on and off farms. Methods In 2010, we conducted a baseline mail-out survey (Saskatchewan Rural Health Study) of 11,982 households located in the province′s four agricultural quadrants. In addition to self-reported physician-diagnosed diabetes, the questionnaire collected information from farm and small town cohorts on possible diabetes determinants including lifestyle, family history, early life factors and environmental/agricultural-related exposures. Clustering effect within households was adjusted using Generalized Estimating Equations approach. Results Responses were obtained from 4624 (42%) households comprising 8208 males and females aged 18 years or older and 7847 self-described Caucasian participants (7708 with complete information). The overall age-standardized diabetes prevalence for the latter was 6.35% but people whose primary residence was on farms had significantly lower diabetes prevalence than those living in non-farm locations (5.11% versus 7.33% respectively; p′ 1.63, 4.04 compared to those aged 18–45). Other known independent risk factors included family history of diabetes (OR 2.50 [CI′s 1.94, 3.23] if father; OR 3.11 [CI′s 2.44, 3.98] if mother), obesity (OR 2.66; CI′s 1.86, 3.78), as well as lower socioeconomic status, minimal/no alcohol intake and smoking. The most original finding was that exposure to insecticides conferred an increased risk for diabetes among males (OR 1.83; CI′s 1.15, 2.91). Finally, the co-morbidities with the strongest independent association with diabetes were heart disease and hypertension. Conclusions While known diabetes risk factors are important determinants of diabetes in the agricultural zones of Saskatchewan, on-farm residence is protective and appears related to increased outdoor activities. In contrast, we have now shown for the first time that exposure to insecticides is an independent risk factor for diabetes among men in rural Canada.

Abstract Background Indigenous peoples worldwide are experiencing elevated rates of type 2 diabetes and its complications. To better understand the disproportionate burden of diabetic end stage renal disease (ESRD) among Canadian First Nations people (FN), we examined prevalence, determinants, and co-morbidities of chronic kidney disease (CKD) within this population. Methods The 2007 Canadian FN Diabetes Clinical Management and Epidemiologic (CIRCLE) study conducted a cross-sectional national medical chart audit of 885 FN adults with type 2 diabetes to assess quality of diabetes care. In this sub-study, participants were divided by estimated glomerular filtration rate (eGFR in ml/min/1.73 m2), as well as by albuminuria level in those with eGFRs = > 60. Those with eGFRs = > 60 and negative albuminuria were considered to have normal/near normal kidney function (non-CKD). Using univariate and logistic regression analysis, they were compared with participants having eGFRs = > 60 plus albuminuria (CKD-alb) and with participants having eGFRs Results While 84.5% of total CIRCLE participants had eGFRs = > 60, almost 60% of the latter had CKD-alb. Of the 15.5% of total participants with CKD-eGFR Conclusions High prevalences of CKD-alb and early CKD-eGFR

Abstract Background When a patient experiences an event other than the one of interest in the study, usually the probability of experiencing the event of interest is altered. By contrast, disease-free survival time analysis by standard methods, such as the Kaplan-Meier method and the standard Cox model, does not distinguish different causes in the presence of competing risks. Alternative approaches use the cumulative incidence estimator by the Cox models on cause-specific and on subdistribution hazards models. We applied cause-specific and subdistribution hazards models to a diabetes dataset with two competing risks (end-stage renal disease (ESRD) or death without ESRD) to measure the relative effects of covariates and cumulative incidence functions. Results In this study, the cumulative incidence curve of the risk of ESRD by the cause-specific hazards model was revealed to be higher than the curves generated by the subdistribution hazards model. However, the cumulative incidence curves of risk of death without ESRD based on those three models were very similar. Conclusions In analysis of competing risk data, it is important to present both the results of the event of interest and the results of competing risks. We recommend using either the cause-specific hazards model or the subdistribution hazards model for a dominant risk. However, for a minor risk, we do not recommend the subdistribution hazards model and a cause-specific hazards model is more appropriate. Focusing the interpretation on one or a few causes and ignoring the other causes is always associated with a risk of overlooking important features which may influence our interpretation.

Abstract Background Chronic complications of diabetes can be reduced through optimal glycemic and lipid control as evaluated through measurement of glycosylated hemoglobin (A1C) and low-density lipoprotein cholesterol (LDL-C). We aimed to produce measures of quality of diabetes care in Saskatchewan and to identify sub-groups at particular risk of developing complications. Findings Prevalent adult cases of diabetes in 2005/06 were identified from administrative databases and linked with A1C and LDL-C tests measured in centralized laboratories. A1C results were performed in 33,927 of 50,713 (66.9%) diabetes cases identified in Saskatchewan, and LDL-C results were performed in 12,031 of 24,207 (49.7%) cases identified within the province's two largest health regions. The target A1C of Conclusions Linkage of laboratory with administrative data is an effective method of assessing quality of diabetes care on a population basis and to identify sub-groups requiring particular attention. We found that less than 50% of Saskatchewan people with diabetes achieved optimal glycemic and lipid control. Disparities were most evident among First Nations people and young women. The indicators described can be used to provide standardized information that would support quality improvement initiatives.

Background: Diabetes-related end stage renal disease (DM-ESRD) is a devastating consequence of the type 2 diabetes epidemic, both of which disproportionately affect Indigenous peoples. Projecting case numbers and costs into future decades would help to predict resource requirements, and simulating hypothetical interventions could guide the choice of best practices to mitigate current trends.Methods: An agent based model (ABM) was built to forecast First Nations and non-First Nations cases of DM-ESRD in Saskatchewan from 1980 to 2025 and to simulate two hypothetical interventions. The model was parameterized with data from the Canadian Institute for Health Information, Saskatchewan Health Administrative Databases, the Canadian Organ Replacement Register, published studies and expert judgement. Input parameters without data sources were estimated through model calibration. The model incorporated key patient characteristics, stages of diabetes and chronic kidney disease, renal replacement therapies, the kidney transplant assessment and waiting list processes, costs associated with treatment options, and death. We used this model to simulate two interventions: 1) No new cases of diabetes after 2005 and 2) Pre-emptive renal transplants carried out on all diabetic persons with new ESRD.Results: There was a close match between empirical data and model output. Going forward, both incidence and prevalence cases of DM-ESRD approximately doubled from 2010 to 2025, with 250-300 new cases per year and almost 1300 people requiring RRT by 2025. Prevalent cases of First Nations people with DM-ESRD increased from 19% to 27% of total DM-ESRD numbers from 1990 to 2025. The trend in yearly costs paralleled the prevalent DM-ESRD case count. For Scenario 1, despite eliminating diabetes incident cases after 2005, prevalent cases of DM-ESRD continued to rise until 2019 before slowly declining. When all DM-ESRD incident cases received a pre-emptive renal transplant (scenario 2), a substantial increase in DM-ESRD prevalence occurred reflecting higher survival, but total costs decreased reflecting the economic advantage of renal transplantation.Conclusions: This ABM can forecast numbers and costs of DM-ESRD in Saskatchewan and be modified for application in other jurisdictions. This can aid in resource planning and be used by policy makers to evaluate different interventions in a safe and economical manner. [ABSTRACT FROM AUTHOR]