Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, United States America.
Alvin J. Siteman Cancer Center at Barnes-Jewish Hospital, Washington University School of Medicine, St. Louis, MO, United States America.
PLoS One. 2022 Feb 10;17(2):e0263718. doi: 10.1371/journal.pone.0263718. eCollection 2022.
The objective of this study is to identify how predisposing characteristics, enabling factors, and health needs are jointly and individually associated with epidemiological patterns of outpatient healthcare utilization for patients who already interact and engage with a large healthcare system.
We retrospectively analyzed electronic medical record data from 1,423,166 outpatient clinic visits from 474,674 patients in a large healthcare system from June 2018-March 2019. We evaluated patients who exclusively visited rural clinics versus patients who exclusively visited urban clinics using Chi-square tests and the generalized estimating equation Poisson regression methodology. The outcome was healthcare use defined by the number of outpatient visits to clinics within the healthcare system and independent variables included age, gender, race, ethnicity, smoking status, health status, and rural or urban clinic location. Supplementary analyses were conducted observing healthcare use patterns within rural and urban clinics separately and within primary care and specialty clinics separately.
Patients in rural clinics vs. urban clinics had worse health status [χ2 = 935.1, df = 3, p<0.0001]. Additionally, patients in rural clinics had lower healthcare utilization than patients in urban clinics, adjusting for age, race, ethnicity, gender, smoking, and health status [2.49 vs. 3.18 visits, RR = 0.61, 95%CI = (0.55,0.68), p<0.0001]. Further, patients in rural clinics had lower utilization for both primary care and specialty care visits.
Within the large healthcare system, patients in rural clinics had lower outpatient healthcare utilization compared to their urban counterparts despite having potentially elevated health needs reflected by a higher number of unique health diagnoses documented in their electronic health records after adjusting for multiple factors. This work can inform future studies exploring the roots and ramifications of rural-urban healthcare utilization differences and rural healthcare disparities.
本研究旨在确定易感性特征、促成因素和健康需求如何共同和单独与已经与大型医疗保健系统互动和参与的患者的门诊医疗保健利用的流行病学模式相关。
我们回顾性分析了来自大型医疗保健系统的 474674 名患者的 1423166 次门诊就诊的电子病历数据,这些患者于 2018 年 6 月至 2019 年 3 月期间就诊。我们使用卡方检验和广义估计方程泊松回归方法评估了仅访问农村诊所的患者与仅访问城市诊所的患者。结果是通过在医疗保健系统内的诊所就诊次数定义的医疗保健使用,独立变量包括年龄、性别、种族、民族、吸烟状况、健康状况以及农村或城市诊所的位置。进行了补充分析,分别观察农村和城市诊所内以及初级保健和专科诊所内的医疗保健使用模式。
与城市诊所相比,农村诊所的患者健康状况更差[χ2=935.1,df=3,p<0.0001]。此外,调整年龄、种族、民族、性别、吸烟和健康状况后,农村诊所的患者就诊次数比城市诊所的患者少[2.49 次比 3.18 次,RR=0.61,95%CI=(0.55,0.68),p<0.0001]。此外,农村诊所的患者在初级保健和专科保健就诊的利用率都较低。
在大型医疗保健系统中,尽管农村诊所患者的电子健康记录中记录的独特健康诊断数量更多,表明他们的健康需求可能更高,但与城市患者相比,农村诊所患者的门诊医疗保健利用率较低。这项工作可以为未来探索城乡医疗保健利用差异和农村医疗保健差距的根源和后果的研究提供信息。