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学术性医疗系统与安全网医疗系统中糖尿病患者使用远程医疗的差异:回顾性队列研究

Differences in Telemedicine Use for Patients With Diabetes in an Academic Versus Safety Net Health System: Retrospective Cohort Study.

作者信息

Shih Jonathan J, Kuznia Magdalene, Nouri Sarah, Sherwin Elizabeth B, Kemper Kathryn E, Rubinsky Anna D, Lyles Courtney R, Khoong Elaine C

机构信息

School of Medicine, University of California, San Francisco, San Francisco, CA, United States.

School of Nursing, University of California, San Francisco, San Francisco, CA, United States.

出版信息

J Med Internet Res. 2025 Mar 24;27:e64635. doi: 10.2196/64635.

Abstract

BACKGROUND

The COVID-19 public health emergency catalyzed widespread adoption of both video- and audio-only telemedicine visits. This proliferation highlighted inequities in use by age, race and ethnicity, and preferred language. Few studies have investigated how differences in health system telemedicine implementation affected these inequities.

OBJECTIVE

This study aims to describe patients who used telemedicine during the public health emergency and identify predictors of telemedicine use across 2 health systems with different telemedicine implementations.

METHODS

This retrospective cohort study included adults with diabetes receiving primary care between July 2020 and March 2021 at 2 independent health systems in San Francisco, California. Participant sociodemographic characteristics, health information, and telemedicine utilization were acquired from electronic health records. The primary outcome was visit type (any audio or video telemedicine vs in-person only) during the study period. We used multivariable logistic regression to assess the association between visit type and key predictors associated with digital exclusion (age, race and ethnicity, preferred language, and neighborhood socioeconomic status), adjusting for baseline health. We included an interaction term to evaluate health system impact on each predictor and then stratified by health system (academic, which prioritized video-enabled visits, vs safety net, which prioritized audio-only visits).

RESULTS

Among 10,201 patients, we found higher odds of telemedicine use in the safety net system compared with the academic system (adjusted odds ratio [aOR] 2.94, 95% CI 2.48-3.48). Patients with younger age (18-34 years: aOR 2.55, 95% CI 1.63-3.97; 35-49 years: aOR 1.39, 95% CI 1.12-1.73 vs 75+ years) and Chinese-language preference (aOR 2.04, 95% CI 1.66-2.5 vs English) had higher odds of having a telemedicine visit. Non-Hispanic Asian (aOR 0.67, 95% CI 0.56-0.79), non-Hispanic Black (aOR 0.83, 95% CI 0.68-1), and Hispanic or Latine (aOR 0.76, 95% CI 0.61-0.95) patients had lower odds of having a telemedicine visit than non-Hispanic White patients. We found significant interactions between health system and age, race and ethnicity, and preferred language (P<.05). After stratifying by health system, several differences persisted in the academic system: non-Hispanic Asian (aOR 0.57, 95% CI 0.46-0.70) and Latine (aOR 0.67, 95% CI 0.50-0.91) patients had lower odds of a telemedicine visit, and younger age groups had higher odds (18-34 years: aOR 3.97, 95% CI 1.99-7.93; 35-49 years: aOR 1.86, 95% CI 1.36-2.56). In the safety net system, Chinese-speaking patients had higher odds of having a telemedicine visit (aOR 2.52, 95% CI 1.85-3.42).

CONCLUSIONS

We found disparities in telemedicine utilization by age, race and ethnicity, and preferred language, primarily in the health system that used more video visits. While telemedicine expanded rapidly recently, certain populations remain at risk for digital exclusion. These findings suggest that system-level factors influence telemedicine adoption and implementation decisions impact accessibility for populations at risk for digital exclusion.

摘要

背景

新型冠状病毒肺炎(COVID-19)公共卫生紧急事件促使仅视频和仅音频的远程医疗就诊得到广泛采用。这种激增凸显了在年龄、种族和民族以及首选语言方面使用上的不平等。很少有研究调查卫生系统远程医疗实施的差异如何影响这些不平等。

目的

本研究旨在描述在公共卫生紧急事件期间使用远程医疗的患者,并确定两个具有不同远程医疗实施情况的卫生系统中远程医疗使用的预测因素。

方法

这项回顾性队列研究纳入了2020年7月至2021年3月期间在加利福尼亚州旧金山的两个独立卫生系统接受初级护理的成年糖尿病患者。参与者的社会人口学特征、健康信息和远程医疗利用情况从电子健康记录中获取。主要结局是研究期间的就诊类型(任何音频或视频远程医疗就诊与仅面对面就诊)。我们使用多变量逻辑回归来评估就诊类型与与数字排斥相关的关键预测因素(年龄、种族和民族、首选语言以及邻里社会经济地位)之间的关联,并对基线健康状况进行调整。我们纳入了一个交互项以评估卫生系统对每个预测因素的影响,然后按卫生系统进行分层(学术性的,优先考虑视频就诊;安全网型的,优先考虑仅音频就诊)。

结果

在10201名患者中,我们发现与学术系统相比,安全网系统中使用远程医疗的几率更高(调整后的优势比[aOR]为2.94,95%置信区间[CI]为2.48 - 3.48)。年龄较小的患者(18 - 34岁:aOR为2.55,95% CI为1.63 - 3.97;35 - 49岁:aOR为1.39,95% CI为1.12 - 1.73,与75岁及以上相比)以及偏好中文的患者(aOR为2.04,95% CI为1.66 - 2.5,与英语相比)进行远程医疗就诊的几率更高。非西班牙裔亚裔(aOR为0.67,95% CI为0.56 - 0.79)、非西班牙裔黑人(aOR为0.83,95% CI为0.68 - 1)以及西班牙裔或拉丁裔(aOR为0.76,95% CI为0.61 - 0.95)患者进行远程医疗就诊的几率低于非西班牙裔白人患者。我们发现卫生系统与年龄、种族和民族以及首选语言之间存在显著交互作用(P <.05)。按卫生系统分层后,学术系统中仍存在一些差异:非西班牙裔亚裔(aOR为0.57,95% CI为0.46 - 0.70)和拉丁裔(aOR为0.67,95% CI为0.50 - 0.91)患者进行远程医疗就诊的几率较低,而较年轻年龄组的几率较高(18 - 34岁:aOR为3.97,95% CI为1.99 - 7.93;35 - 49岁:aOR为1.86,95% CI为1.36 - 2.56)。在安全网系统中,说中文的患者进行远程医疗就诊的几率较高(aOR为2.52,95% CI为1.85 - 3.42)。

结论

我们发现远程医疗利用在年龄、种族和民族以及首选语言方面存在差异,主要存在于使用更多视频就诊的卫生系统中。虽然远程医疗最近迅速扩展,但某些人群仍面临数字排斥的风险。这些发现表明系统层面的因素影响远程医疗的采用,并且实施决策会影响有数字排斥风险人群的可及性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1851/11976178/776edfdf2f75/jmir_v27i1e64635_fig1.jpg

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