远程医疗在糖尿病管理中的有效性:城市医疗服务不足人口区(UMUPA)的回顾性研究

IF 3.4 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Informatics Pub Date : 2023-01-29 DOI:10.3390/informatics10010016
Lisa Ariellah Ward, G. Shah, Jeffery A. Jones, L. Kimsey, Hani M. Samawi
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引用次数: 0

摘要

本文研究了远程医疗(TM)技术与传统的面对面(F2F)访问相比的疗效,作为一种替代医疗服务提供服务,用于管理居住在城市医疗服务不足地区(UMUPA)的人群中的糖尿病。对2019年1月1日至2021年6月30日期间2型糖尿病(T2DM)的回顾性电子患者健康记录(ePHR)进行了检查。多元线性回归模型表明,使用TM治疗的糖尿病未控制的T2DM患者在降低血红蛋白(HbA1c)水平方面与传统访视相似。医疗服务类型显著预测了HbA1c%值,因为TM(与F2F)的回归系数显示出显著的负相关(B=−0.339,p<0.001),这表明与F2F就诊相比,使用TM的患者的HbA1c%值可能平均低0.34。女性(与男性)的回归系数显示出正相关(B=0.190,p<0.034),HbA1c%水平显示女性患者的HbA1c水平比男性高0.19。年龄(B=−0.026,p<0.001)是HbA1c%水平的重要预测因素,随着年龄的增长,HbA1c百分比水平每年降低0.026。与白人成年人相比,黑人成年人(B=0.888,p<0.001)的HbA1c%水平平均更高0.888。
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Effectiveness of Telemedicine in Diabetes Management: A Retrospective Study in an Urban Medically Underserved Population Area (UMUPA)
This paper examines the efficacy of telemedicine (TM) technology compared to traditional face-to-face (F2F) visits as an alternative healthcare delivery service for managing diabetes in populations residing in urban medically underserved areas (UMUPAs). Retrospective electronic patient health records (ePHR) with type 2 diabetes mellitus (T2DM) were examined from 1 January 2019 to 30 June 2021. Multiple linear regression models indicated that T2DM patients with uncontrolled diabetes utilizing TM were similar to traditional visits in lowering hemoglobin (HbA1c) levels. The healthcare service type significantly predicted HbA1c % values, as the regression coefficient for TM (vs. F2F) showed a significant negative association (B = −0.339, p < 0.001), suggesting that patients using TM were likely to have 0.34 lower HbA1c % values on average when compared with F2F visits. The regression coefficient for female (vs. male) gender showed a positive association (B = 0.190, p < 0.034), with HbA1c % levels showing that female patients had 0.19 higher HbA1c levels than males. Age (B = −0.026, p < 0.001) was a significant predictor of HbA1c % levels, with 0.026 lower HbA1c % levels for each year’s increase in age. Black adults (B = 0.888, p < 0.001), on average, were more likely to have 0.888 higher HbA1c % levels when compared with White adults.
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来源期刊
Informatics
Informatics Social Sciences-Communication
CiteScore
6.60
自引率
6.50%
发文量
88
审稿时长
6 weeks
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