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北达科他州育龄女性自我报告高血压的预测因素。

Predictors of self-reported hypertension among women of reproductive age in North Dakota.

作者信息

Day Corey A, Njau Grace, Schmidt Matthew, Odoi Agricola

机构信息

Department of Biomedical and Diagnostic Sciences, College of Veterinary Medicine, University of Tennessee, Knoxville, TN, USA.

Division of Special Projects & Health Analytics, North Dakota Department of Health, Bismarck, ND, USA.

出版信息

BMC Public Health. 2025 Jan 3;25(1):22. doi: 10.1186/s12889-024-20525-6.

Abstract

BACKGROUND

Understanding the risk factors of hypertension among women of reproductive age (18-44 years) is important for guiding health programs aimed at reducing the burden of hypertensive disorders in this population. Therefore, the objective of this study was to investigate predictors of self-reported hypertension among women of reproductive age in North Dakota.

METHODS

Behavioral Risk Factor Surveillance System data for the years 2017, 2019, and 2021 were obtained from North Dakota Department of Health and Human Services. A conceptual model was used to identify potential predictors of hypertension including sociodemographic characteristics, behavioral factors, chronic health conditions, and healthcare access. A multivariable binary logistic regression model was then used to identify significant predictors of hypertension. The predictive ability of the final model was assessed using a Receiver Operating Characteristic (ROC) curve and area under the curve (AUC).

RESULTS

The odds of hypertension were significantly higher among women of reproductive age who reported frequent mental distress (odds ratio [OR] = 2.0, 95% confidence interval [CI] = 1.3-3.3), resided in a primary care health professional shortage area (OR = 1.8, 95% CI = 1.2-2.6), were obese (OR = 2.6, 95% CI = 1.7-4.1) and were 35-44 years old (OR = 2.3, 95% CI = 1.6-3.4), relative to their counterparts who did not have frequent mental distress, did not reside in a health professional shortage area, had a normal body mass index, and were 18-34 years old, respectively. Additionally, the odds of hypertension were lower among women who did not have a checkup within the last year compared to those who did have a checkup within the last year (OR = 0.6, 95% CI = 0.4-0.9). The AUC of the final model was 0.68.

CONCLUSIONS

There is evidence that frequent mental distress and disparities in healthcare access or utilization are predictors of hypertension among women of reproductive age in North Dakota. Further research is warranted to determine whether improved mental health can reduce the risk of hypertension in this population. Public health officials may consider promoting hypertension awareness and control programs in areas with limited access to healthcare professionals.

摘要

背景

了解育龄期(18 - 44岁)女性高血压的风险因素对于指导旨在减轻该人群高血压疾病负担的健康项目至关重要。因此,本研究的目的是调查北达科他州育龄期女性自我报告高血压的预测因素。

方法

2017年、2019年和2021年的行为风险因素监测系统数据来自北达科他州卫生与公众服务部。使用一个概念模型来确定高血压的潜在预测因素,包括社会人口学特征、行为因素、慢性健康状况和医疗保健可及性。然后使用多变量二元逻辑回归模型来确定高血压的显著预测因素。使用受试者工作特征(ROC)曲线和曲线下面积(AUC)评估最终模型的预测能力。

结果

与那些没有频繁精神困扰、不住在医疗保健专业人员短缺地区、体重指数正常且年龄在18 - 34岁的育龄期女性相比,报告频繁精神困扰(优势比[OR] = 2.0,95%置信区间[CI] = 1.3 - 3.3)、居住在初级保健医疗保健专业人员短缺地区(OR = 1.8,95% CI = 1.2 - 2.6)、肥胖(OR = 2.6,95% CI = 1.7 - 4.1)以及年龄在35 - 44岁(OR = 2.3,95% CI = 1.6 - 3.4)的育龄期女性患高血压的几率显著更高。此外,与过去一年进行过体检的女性相比,过去一年未进行体检的女性患高血压的几率更低(OR = 0.6,95% CI = 0.4 - 0.9)。最终模型的AUC为0.68。

结论

有证据表明,频繁精神困扰以及医疗保健可及性或利用率方面的差异是北达科他州育龄期女性高血压的预测因素。有必要进一步研究以确定改善心理健康是否可以降低该人群患高血压的风险。公共卫生官员可能会考虑在医疗保健专业人员可及性有限的地区推广高血压意识和控制项目。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f9d5/11697968/9ed05c5f5c6b/12889_2024_20525_Fig1_HTML.jpg

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