Department of Inter-Organ Communication Research, 1-757 Asahimachi, Chuo-ku, Niigata, 951-8510, Japan.
Division of Clinical Nephrology and Rheumatology, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan.
Clin Exp Nephrol. 2024 Mar;28(3):201-207. doi: 10.1007/s10157-023-02412-3. Epub 2023 Oct 9.
A Japanese cohort study previously reported that not attending health checkups was associated with an increased risk of treated end-stage kidney disease (ESKD). The present study aimed to examine this association at the prefecture level.
We conducted an ecological study of all prefectures in Japan (n = 47) using five sources of nationwide open data. We explored associations of participation rates for Specific Health Checkups (SHC participation rates), the estimated prevalence of chronic kidney disease (CKD), and the ratio of nephrology specialists for each prefecture with prefecture-specific standardized incidence rates (SIRs) of treated ESKD using structural equation modeling.
Prefecture-specific SHC participation rates ranged from 44.2% to 65.9%, and were negatively correlated with prefecture-specific SIRs and prevalence of CKD, and positively correlated with the ratio of nephrology specialists. SHC participation rates had significant negative effects on prefecture-specific SIRs (standardized estimate (β) = - 0.38, p = 0.01) and prefecture-specific prevalence of CKD (β = - 0.32, p = 0.02). Through SHC participation rates, the ratio of nephrology specialists had a significant indirect negative effect on prefecture-specific SIRs (β= - 0.14, p = 0.02). The model fitted the data well and explained 14% of the variance in SIRs.
Our findings support the importance of increasing SHC participation rates at the population level and may encourage people to undergo health checkups.
日本的一项队列研究曾报道,不参加健康检查与治疗终末期肾病(ESKD)风险增加有关。本研究旨在在县一级检查这种关联。
我们使用全国五个公开数据源对日本所有县(n=47)进行了生态研究。我们使用结构方程模型探讨了特定健康检查(SHC 参与率)的参与率、慢性肾脏病(CKD)的估计患病率以及每个县的肾病专家比例与县特定治疗 ESKD 标准化发病率(SIR)之间的关系。
特定县的 SHC 参与率范围为 44.2%至 65.9%,与县特定 SIR 和 CKD 患病率呈负相关,与肾病专家比例呈正相关。SHC 参与率对县特定 SIR(标准化估计(β)=-0.38,p=0.01)和县特定 CKD 患病率(β=-0.32,p=0.02)有显著负影响。通过 SHC 参与率,肾病专家比例对县特定 SIR 有显著的间接负影响(β=-0.14,p=0.02)。该模型拟合数据良好,解释了 SIR 方差的 14%。
我们的研究结果支持在人群水平上提高 SHC 参与率的重要性,并可能鼓励人们进行健康检查。