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ArticleHypertension research : official journal of the Japanese Society of Hypertension2026

Individual income and blood pressure control after antihypertensive treatment initiation accounting for regional variation: a Japanese nationwide study.

Michihiro Satoh, Yutaro Iwabe, Kosuke Inoue, Hiroki Nobayashi, Seiya Izumi, Takahisa Murakami, Maya Toyama, Yuya Suzuki, Tomoko Muroya, Shingo Nakayama and 2 more

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Article in Hypertension research : official journal of the Japanese Society of Hypertension, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

12 authors.

Michihiro SatohDivision of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan. satoh.mchr@tohoku-mpu.ac.jp.
Yutaro IwabeDivision of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan.
Kosuke InoueDepartment of Health Promotion and Behavioral Sciences, Kyoto University Graduate School of Medicine/School of Public Health, Kyoto, Japan.
Hiroki NobayashiDivision of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan.
Seiya IzumiDivision of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan.
Takahisa MurakamiDivision of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan.
Maya ToyamaDivision of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan.
Yuya SuzukiDivision of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan.
Tomoko MuroyaDivision of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan.
Shingo NakayamaDivision of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan.
Takayoshi OhkuboDepartment of Hygiene and Public Health, Teikyo University School of Medicine, Tokyo, Japan.
Hirohito MetokiDivision of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

EpidemiologyHealthcare DisparitiesHypertensionImplemental HypertensionIncome

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.