Binary classification and characterization based on the total stress score

Kazuo Kobayashi; Keiichi Chin; Shinichi Umezawa; Shun Ito; Hareaki Yamamoto; Shiro Nakano; Nobukazu Takada; Nobuo Hatori; Kouichi Tamura

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Binary classification and characterization based on the total stress score

KK Kazuo Kobayashi

KC Keiichi Chin

SU Shinichi Umezawa

SI Shun Ito

HY Hareaki Yamamoto

SN Shiro Nakano

NT Nobukazu Takada

NH Nobuo Hatori

KT Kouichi Tamura

This method is extracted from research article: Hypertens Res, Dec 2021

Influence of stress induced by the first announced state of emergency due to coronavirus disease 2019 on outpatient blood pressure management in Japan

DOI: 10.1038/s41440-021-00832-w

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We divided the patients into two groups on the basis of the total stress score. The patients with total stress scores higher than the cutoff value determined during the ROC analysis were compared with the patients with total stress scores lower than the cutoff value. Analysis of covariance (ANCOVA) was performed to compare the clinical parameters between the two groups. Clinical parameters measured before the state of emergency announcement were treated as covariates, those measured during the state of emergency were treated as dependent variables, and the groups were divided by the total stress score.

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.

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