Individual income and blood pressure control after antihypertensive treatment initiation accounting for regional variation: a Japanese nationwide study.
{"title":"Individual income and blood pressure control after antihypertensive treatment initiation accounting for regional variation: a Japanese nationwide study.","authors":"Michihiro Satoh, Yutaro Iwabe, Kosuke Inoue, Hiroki Nobayashi, Seiya Izumi, Takahisa Murakami, Maya Toyama, Yuya Suzuki, Tomoko Muroya, Shingo Nakayama, Takayoshi Ohkubo, Hirohito Metoki","doi":"10.1038/s41440-026-02813-3","DOIUrl":null,"url":null,"abstract":"<p><p>Evidence on how individual-level socioeconomic status and regional disparities jointly influence BP control after treatment initiation remains scarce. We assessed the association between income and uncontrolled BP after antihypertensive treatment initiation and examined regional variation in Japan. We conducted a cohort study using health checkup data from the Japan Health Insurance Association (2015-2022). Participants were adults aged 40-74 years who had initiated antihypertensive treatment. Income was categorized into sex-specific quintiles based on standard monthly remuneration. We estimated odds ratios (ORs) and 95% confidence intervals (CIs) for uncontrolled BP (systolic/diastolic BP ≥ 130/ ≥ 80 mmHg). We included 381 116 females and 933 876 males (mean age, 55 years). Uncontrolled BP was observed in 68.4% of females and 75.3% of males. After adjustment for covariates, the lowest income category had higher odds of uncontrolled BP than the highest category (female, OR [95% CI], 1.48 [1.45-1.51]; male, OR [95% CI], 1.26 [1.24-1.28]). This association was attenuated after adjustment for pretreatment systolic BP. Prefecture difference contributed more to model fit than income category, as evidenced by larger Akaike information criterion (AIC) increases upon removal from the fully adjusted model (ΔAIC: 551 vs 255 in females, 1433 vs. 293 in males). The income effect on uncontrolled BP remained even within each prefecture, with low-to-moderate between-prefecture heterogeneity (I² ≤ 47.7%). Lower income was associated with uncontrolled BP. This association was attenuated after adjustment for pretreatment BP, suggesting that delayed detection or treatment initiation partly explains this disparity. Meanwhile, geographic variation across prefectures remained substantial.</p>","PeriodicalId":13029,"journal":{"name":"Hypertension Research","volume":" ","pages":""},"PeriodicalIF":5.0000,"publicationDate":"2026-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Hypertension Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1038/s41440-026-02813-3","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PERIPHERAL VASCULAR DISEASE","Score":null,"Total":0}
引用次数: 0
Abstract
Evidence on how individual-level socioeconomic status and regional disparities jointly influence BP control after treatment initiation remains scarce. We assessed the association between income and uncontrolled BP after antihypertensive treatment initiation and examined regional variation in Japan. We conducted a cohort study using health checkup data from the Japan Health Insurance Association (2015-2022). Participants were adults aged 40-74 years who had initiated antihypertensive treatment. Income was categorized into sex-specific quintiles based on standard monthly remuneration. We estimated odds ratios (ORs) and 95% confidence intervals (CIs) for uncontrolled BP (systolic/diastolic BP ≥ 130/ ≥ 80 mmHg). We included 381 116 females and 933 876 males (mean age, 55 years). Uncontrolled BP was observed in 68.4% of females and 75.3% of males. After adjustment for covariates, the lowest income category had higher odds of uncontrolled BP than the highest category (female, OR [95% CI], 1.48 [1.45-1.51]; male, OR [95% CI], 1.26 [1.24-1.28]). This association was attenuated after adjustment for pretreatment systolic BP. Prefecture difference contributed more to model fit than income category, as evidenced by larger Akaike information criterion (AIC) increases upon removal from the fully adjusted model (ΔAIC: 551 vs 255 in females, 1433 vs. 293 in males). The income effect on uncontrolled BP remained even within each prefecture, with low-to-moderate between-prefecture heterogeneity (I² ≤ 47.7%). Lower income was associated with uncontrolled BP. This association was attenuated after adjustment for pretreatment BP, suggesting that delayed detection or treatment initiation partly explains this disparity. Meanwhile, geographic variation across prefectures remained substantial.
期刊介绍:
Hypertension Research is the official publication of the Japanese Society of Hypertension. The journal publishes papers reporting original clinical and experimental research that contribute to the advancement of knowledge in the field of hypertension and related cardiovascular diseases. The journal publishes Review Articles, Articles, Correspondence and Comments.