Bai Yihong, Stranges Saverio, Sarma Sisira
Department of Epidemiology & Biostatistics, Schulich School of Medicine & Dentistry, Western University, London, Ontario, Canada.
ICES, Ontario, Canada.
J Rural Health. 2025 Jan;41(1):e70010. doi: 10.1111/jrh.70010.
Hospitalizations for ambulatory care sensitive conditions (ACSCs) reflect the efficiency of the primary care system, as these are preventable with timely and effective management of chronic conditions. We examined ACSC hospitalization trends in Canada's rural and urban areas, excluding Quebec, from 2007 to 2019.
The data came from Canadian Community Health Surveys linked with hospitalizations and household income tax records. The study focused on adults aged 18-74 years and used logit and zero-inflated Poisson models to analyze ACSC hospitalizations and costs. A non-linear decomposition method quantified explained and unexplained rural-urban gaps in ACSC hospitalizations and costs.
We found persistent disparities in ACSC hospitalizations between rural and urban areas, although the gap has narrowed since 2010. Even after adjusting for socio-demographic factors, chronic conditions, and risky health behaviors, rural-urban disparities in ACSC rates remained, highlighting unequal access to primary care in rural areas. The decomposition results revealed that the disparities were driven mainly by differences in the observed characteristics. Further investigation revealed that disparities were due to populations with lower income and education, and residents in Atlantic provinces.
This study underscores the importance of a strong primary care system to minimize ACSC-related hospitalizations in rural Canada. Our results highlight the benefits of primary care reforms undertaken by provinces over the past decade in reducing rural-urban gaps in ACSC hospitalizations. Future policy interventions targeting disadvantaged populations, such as those with lower income and education, are vital for reducing avoidable hospitalizations and enhancing population health outcomes in rural areas.
因门诊可预防病情(ACSC)而住院,反映了初级医疗系统的效率,因为通过对慢性病进行及时有效的管理,这些住院情况是可以预防的。我们研究了2007年至2019年加拿大除魁北克省外农村和城市地区因ACSC住院的趋势。
数据来自与住院记录和家庭所得税记录相链接的加拿大社区健康调查。该研究聚焦于18至74岁的成年人,并使用逻辑回归模型和零膨胀泊松模型来分析因ACSC住院情况及费用。一种非线性分解方法对ACSC住院情况及费用中可解释和不可解释的城乡差距进行了量化。
我们发现农村和城市地区在因ACSC住院方面存在持续差异,尽管自2010年以来差距有所缩小。即使在对社会人口因素、慢性病和危险健康行为进行调整之后,ACSC发生率的城乡差异仍然存在,这凸显了农村地区在获得初级医疗服务方面的不平等。分解结果显示,这些差异主要是由观察到的特征差异所驱动。进一步调查发现,差异是由于收入和教育水平较低的人群以及大西洋省份的居民导致的。
本研究强调了强大的初级医疗系统对于尽量减少加拿大农村地区与ACSC相关住院情况的重要性。我们的结果凸显了各省在过去十年进行初级医疗改革在缩小ACSC住院情况城乡差距方面的益处。未来针对弱势群体(如收入和教育水平较低者)的政策干预对于减少农村地区可避免的住院情况以及改善人群健康状况至关重要。