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首页> 外文期刊>Diabetes research and clinical practice >Using computer modelled life expectancy to evaluate the impact of Australian Primary Care Incentive programs for patients with type 2 diabetes
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Using computer modelled life expectancy to evaluate the impact of Australian Primary Care Incentive programs for patients with type 2 diabetes

机译:使用计算机建模的预期寿命来评估澳大利亚初级保健激励计划对2型糖尿病患者的影响

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摘要

Aims: To evaluate the impact of enhanced primary care and practice incentive programs on the care of patients with type 2 diabetes in the Australian primary care setting using routinely collected data and computer modelling software.Methods: Primary care patient data were electronically extracted from practices and inputted into the United Kingdom Prospective Diabetes Study (UKPDS) Outcomes model. A retrospective cohort study design was employed with predicted life expectancies compared between patients who had a recorded diabetes cycle of care (DCoC) and those who did not. Changes in glycated haemoglobin (HbA1c) were also analysed using a mixed-effects regression model. Potential life expectancy gains were estimated by inputting theoretical risk factors data consistent with current guidelines.Results: Twelve primary care practices were recruited and suitable data were available for 559 people with type 2 diabetes. Two hundred and twenty five patients (40%) were identified as having completed at least one DCoC and as a group had a predicted additional life expectancy of 0.65 years (95% CI, -0.22 to 1.5). However, once this was adjusted for comorbidities the difference reduced to 0.03 years. There was no significant difference in HbA1c levels attributable to the intervention. An estimated 0.5 year of additional life expectancy was predicted should all patients have complied with current risk factor guideline recommendations.Conclusions: Computer modelling using routinely collected primary care data can be used to evaluate the effectiveness of primary care programs. However, there are some data availability and linkage limitations in the Australian setting.
机译:目的:使用常规收集的数据和计算机建模软件,评估增强的初级保健和实践激励计划对澳大利亚初级保健机构中2型糖尿病患者护理的影响。输入到英国前瞻性糖尿病研究(UKPDS)结果模型中。采用回顾性队列研究设计,将预期的预期寿命与已记录糖尿病护理周期(DCoC)的患者和未记录糖尿病护理周期的患者进行比较。还使用混合效应回归模型分析了糖化血红蛋白(HbA1c)的变化。通过输入与当前指南相符的理论危险因素数据,估计潜在的预期寿命增加。结果:招募了12种初级保健实践,并为559名2型糖尿病患者提供了合适的数据。 225名患者(40%)被确定已完成至少一个DCoC,并且一组的预期额外预期寿命为0.65年(95%CI,-0.22至1.5)。但是,一旦对合并症进行了调整,差异将减少至0.03年。干预导致的HbA1c水平无显着差异。如果所有患者均符合当前危险因素指南的建议,则预计可以增加0.5年的预期寿命。结论:使用常规收集的初级保健数据进行计算机建模可用于评估初级保健计划的有效性。但是,在澳大利亚设置中存在一些数据可用性和链接限制。

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