Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, N6A 5C1, Canada.
Department of Economics, University of Ottawa, Ottawa, ON, Canada.
Eur J Health Econ. 2020 Dec;21(9):1279-1293. doi: 10.1007/s10198-020-01216-6. Epub 2020 Jul 16.
Financial incentives have been introduced in several countries to improve diabetes management. In Ontario, the most populous province in Canada, a Diabetes Management Incentive (DMI) was introduced to family physicians practicing in patient enrollment models in 2006. This paper examines the impact of the DMI on diabetes-related services provided to individuals with diabetes in Ontario. Longitudinal health administrative data were obtained for adults diagnosed with diabetes and their family physicians. The study population consisted of two groups: DMI group (patients enrolled with a family physician exposed to DMI for 3 years), and comparison group (patients affiliated with a family physician ineligible for DMI throughout the study period). Diabetes-related services was measured using the Diabetic Management Assessment (DMA) billing code claimed by patient's physician. The impact of DMI on diabetes-related services was assessed using difference-in-differences regression models. After adjusting for patient- and physician-level characteristics, patient fixed-effects and patient-specific time trend, we found that DMI increased the probability of having at least one DMA fee code claimed by patient's physician by 9.3% points, and the probability of having at least three DMA fee codes claimed by 2.1% points. Subgroup analyses revealed the impact of DMI was slightly larger in males compared to females. We found that Ontario's DMI was effective in increasing the diabetes-related services provided to patients diagnosed with diabetes in Ontario. Financial incentives for physicians help improve the provision of targeted diabetes-related services.
财政激励已在多个国家推出,以改善糖尿病管理。在加拿大人口最多的安大略省,2006 年向参与患者登记模式的家庭医生推出了糖尿病管理激励计划(DMI)。本文研究了 DMI 对安大略省糖尿病患者接受的糖尿病相关服务的影响。本研究使用纵向健康管理数据,获取了被诊断患有糖尿病的成年人及其家庭医生的数据。研究人群分为两组:DMI 组(接受家庭医生治疗并在 3 年内接受 DMI 的患者)和对照组(在整个研究期间与不符合 DMI 条件的家庭医生有关联的患者)。糖尿病相关服务是通过患者的医生申报的糖尿病管理评估(DMA)计费码来衡量的。使用差分法回归模型评估 DMI 对糖尿病相关服务的影响。在调整了患者和医生层面的特征、患者固定效应和患者特定时间趋势后,我们发现 DMI 使患者的医生申报至少一个 DMA 费用代码的概率增加了 9.3 个百分点,申报至少三个 DMA 费用代码的概率增加了 2.1 个百分点。亚组分析表明,与女性相比,DMI 对男性的影响略大。我们发现,安大略省的 DMI 有效增加了安大略省被诊断患有糖尿病的患者接受的糖尿病相关服务。对医生的财政激励有助于改善针对糖尿病的相关服务的提供。