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. 2022 Sep 13;12:15399. doi: 10.1038/s41598-022-19841-x

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© The Author(s) 2022

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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/.

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Bidirectional associations between sleep parameters and low-intensity physical activity. Adjusted for age; sex; BMI; history of smoking, alcohol consumption, and caffeine consumption; and medical history of hypertension, hyperlipidemia, and depressive symptoms. LPA low-intensity physical activity. The solid line represents significant relevance. A solid line on both sides indicates bidirectionally related parameters, and a solid line on one side and a dashed line on the other side indicate only temporally related parameters. Blue text indicates a positive relationship, and red text indicates a negative relationship.