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美国缺乏当地整形外科医生的地区,远程医疗的宽带条件是否充足?

Do Americans Lacking a Local Orthopaedic Surgeon Have Adequate Broadband for Telehealth?

机构信息

Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, OH, USA.

Department of Orthopaedic Surgery, Mayo Clinic, Phoenix, AZ, USA.

出版信息

Clin Orthop Relat Res. 2023 Feb 1;481(2):347-355. doi: 10.1097/CORR.0000000000002374. Epub 2022 Aug 30.

Abstract

BACKGROUND

Although telehealth holds promise in expanding access to orthopaedic surgical care, high-speed internet connectivity remains a major limiting factor for many communities. Despite persistent federal efforts to study and address the health information technology needs of patients, there is limited information regarding the current high-speed internet landscape as it relates to access to orthopaedic surgical care.

QUESTIONS/PURPOSES: (1) What is the distribution of practicing orthopaedic surgeons in the United States relative to the presence of broadband internet access? (2) What geographic, demographic, and socioeconomic factors are associated with the absence of high-speed internet and access to a local orthopaedic surgeon?

METHODS

The Federal Communications Commission (FCC) Mapping Broadband in America interactive tool was used to determine the proportion of county residents with access to broadband-speed internet for all 3141 US counties. Data regarding the geographic distribution of orthopaedic surgeons and county-level characteristics were obtained from the 2015 Physician Compare National Downloadable File and the Area Health Resource File, respectively. The FCC mapping broadband public use files are considered the most comprehensive datasets describing high-speed internet infrastructure within the United States. The year 2015 represents the most recently available FCC data for which county-level broadband penetration estimates are available. Third-party audits of the FCC data have shown that broadband expansion has been slow over the past decade and that many large improvements have been driven by changes in the reporting methodology. Therefore, we believe the 2015 FCC data still hold relevance. The primary outcome measure was the simultaneous absence of at least 50% broadband penetration and at least one orthopaedic surgeon practicing in county limits. Statistical analyses using Kruskal-Wallis tests and multivariable logistic regression were conducted to assess for factors associated with inaccessibility to orthopaedic telehealth. All statistical tests were two-sided with a significance threshold of p < 0.05.

RESULTS

In 2015, 14% (448 of 3141) of counties were considered "low access" in that they both had no orthopaedic surgeons and possessed less than 50% broadband access. A total of 4,660,559 people lived within these low-access counties, representing approximately 1.4% (4.6 million of 320.7 million) of the US population. After controlling for potential confounding variables, such as the age, sex, income level, and educational attainment, lower population density per square mile (OR 0.92 [95% confidence interval (CI) 0.90 to 0.94]; p < 0.01), a lower number of primary care physicians per 100,000 (OR 0.88 [95% CI 0.81 to 0.97]; p < 0.01), a higher unemployment level (OR 1.3 [95% CI 1.2 to 1.4]; p < 0.01), and greater number preventable hospital stays per 100,000 (OR 1.01 [95% CI 1.01 to 1.02]; p < 0.01) were associated with increased odds of being a low-access county (though the effect size of the finding was small for population density and number of primary care physicians). Stated another way, each additional person per square mile was associated with an 8% (95% CI 6% to 10%; p < 0.01) decrease in the odds of being a low-access county, and each additional percentage point of unemployment was associated with a 30% (95% CI 20% to 40%) increase in the odds of being a low-access county.

CONCLUSION

Despite the potential for telehealth programs to improve the delivery of high-quality orthopaedic surgical care, broadband internet access remains a major barrier to implementation. Until targeted investments are made to expand broadband infrastructure across the country, health systems, policymakers, and surgeon leaders must capitalize on existing federal subsidy programs, such as the lifeline or affordability connectivity initiatives, to reach unemployed patients living in economically depressed regions. The incorporation of internet access questions into clinic-based social determinants screening may facilitate the development of alternative follow-up protocols for patients unable to participate in synchronous videoconferencing.

CLINICAL RELEVANCE

Some orthopaedic patients lack the broadband capacity necessary for telehealth visits, in which case surgeons may pursue alternative methods of follow-up such as mobile phone-based surveillance of postoperative wounds, surgical sites, and clinical symptoms.

摘要

背景

尽管远程医疗有望扩大获得骨科手术护理的机会,但高速互联网连接仍然是许多社区的主要限制因素。尽管联邦政府一直努力研究和满足患者的医疗信息技术需求,但关于与获得骨科手术护理相关的当前高速互联网情况的信息有限。

问题/目的:(1) 美国的骨科外科医生的分布与宽带互联网接入的存在有何关系?(2) 哪些地理、人口统计学和社会经济因素与缺乏高速互联网和获得当地骨科外科医生的机会有关?

方法

使用联邦通信委员会(FCC)的“美国宽带地图”互动工具确定了美国 3141 个县中拥有宽带互联网接入的县居民的比例。有关骨科外科医生的地理分布和县级特征的数据分别从 2015 年的“医生比较国家可下载文件”和“区域卫生资源文件”中获得。FCC 的宽带公共使用文件被认为是描述美国高速互联网基础设施的最全面数据集。2015 年是 FCC 提供县一级宽带普及率估计的最新数据。第三方对 FCC 数据的审计表明,在过去十年中,宽带扩展速度缓慢,许多重大改进都是由报告方法的变化推动的。因此,我们认为 2015 年的 FCC 数据仍然具有相关性。主要的测量结果是同时缺乏至少 50%的宽带普及率和至少一名在县内行医的骨科医生。使用 Kruskal-Wallis 检验和多变量逻辑回归进行统计分析,以评估与无法获得骨科远程医疗相关的因素。所有统计检验均为双侧检验,显著性阈值为 p < 0.05。

结果

2015 年,14%(448/3141)的县被认为是“低接入”县,因为它们既没有骨科医生,也没有低于 50%的宽带接入。共有 4660559 人生活在这些低接入县,约占美国总人口的 1.4%(32070 万的 460 万)。在控制了潜在的混杂变量,如年龄、性别、收入水平和教育程度后,每平方英里人口密度较低(OR 0.92[95%置信区间(CI)0.90 至 0.94];p < 0.01),每 10 万人口每 100000 人口的初级保健医生较少(OR 0.88[95%CI 0.81 至 0.97];p < 0.01),失业率较高(OR 1.3[95%CI 1.2 至 1.4];p < 0.01),每 10 万人口中可预防的住院治疗次数较多(OR 1.01[95%CI 1.01 至 1.02];p < 0.01)与成为低接入县的几率增加有关(尽管人口密度和初级保健医生数量的发现效果较小)。换句话说,每增加一个人/平方英里,成为低接入县的几率就会降低 8%(95%CI 6%至 10%;p < 0.01),失业率每增加一个百分点,成为低接入县的几率就会增加 30%(95%CI 20%至 40%)。

结论

尽管远程医疗计划有可能改善高质量骨科手术护理的提供,但高速互联网接入仍然是实施的主要障碍。在全国范围内扩大宽带基础设施的有针对性投资之前,卫生系统、政策制定者和外科医生领导人必须利用现有的联邦补贴计划,如生命线或负担能力连接倡议,为失业的、生活在经济贫困地区的患者提供服务。将互联网接入问题纳入基于诊所的社会决定因素筛查中,可以为无法参与同步视频会议的患者制定替代的随访方案。

临床相关性

一些骨科患者缺乏远程医疗访问所需的宽带容量,在这种情况下,外科医生可能会寻求其他方法来进行随访,例如通过移动电话监测术后伤口、手术部位和临床症状。

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