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通过患者门户安全消息功能对大麻相关讨论的内容分析

Discussions of Cannabis Over Patient Portal Secure Messaging: Content Analysis.

作者信息

Shetty Vishal A, Gregor Christina M, Tusing Lorraine D, Pradhan Apoorva M, Romagnoli Katrina M, Piper Brian J, Wright Eric A

机构信息

Center for Pharmacy Innovation and Outcomes, Geisinger, Danville, PA, United States.

Department of Health Promotion and Policy, University of Massachusetts, Amherst, MA, United States.

出版信息

J Med Internet Res. 2024 Dec 12;26:e63311. doi: 10.2196/63311.

Abstract

BACKGROUND

Patient portal secure messaging allows patients to describe health-related behaviors in ways that may not be sufficiently captured in standard electronic health record (EHR) documentation, but little is known about how cannabis is discussed on this platform.

OBJECTIVE

This study aimed to identify patient and provider secure messages that discussed cannabis and contextualize these discussions over periods before and after its legalization for medical purposes in Pennsylvania.

METHODS

We examined 382,982 secure messages sent by 15,340 patients and 6101 providers from an integrated health delivery system in Pennsylvania, United States, from January 2012 to June 2022. We used an unsupervised natural language processing approach to construct a lexicon that identified messages explicitly discussing cannabis. We then conducted a qualitative content analysis on a random sample of identified messages to understand the medical reasons behind patients' use, the primary purposes of the cannabis-related discussions, and changes in these purposes over time.

RESULTS

We identified 1782 messages sent by 1098 patients (7.2% of total patients in the study) and 800 messages sent by 430 providers (7% of total providers in the study) as explicitly discussing cannabis. The most common medical reasons for use stated by patients in 190 sampled messages included pain or a pain-related condition (50.5% of messages), anxiety (13.7% of messages), and sleep (11.1% of messages). We coded 56 different purposes behind the mentions of cannabis in patient messages and 33 purposes in 100 sampled provider messages. In years before the legalization (2012-2016), patient and provider messages (n=20 for both) were primarily driven by discussions about cannabis screening results (38.9% and 76.5% of messages, respectively). In the years following legalization (2017-2022), patient messages (n=170) primarily involved seeking assistance to facilitate medical use (35.2% of messages) and reporting current use (25.3% of messages). Provider messages (n=80) were driven by giving assistance with medical marijuana access (27.5% of messages) and stating that they were unable to refer, prescribe or recommend medical marijuana (26.3% of messages).

CONCLUSIONS

Patients showed a willingness to discuss cannabis use over patient portal secure messages and expressed interest in use after the legalization of medical marijuana. Some providers responded to patient inquiries with assistance in obtaining access to medical marijuana, while others cautioned patients on the risks of use. Insight into cannabis-related discussions through secure messages can help health systems determine opportunities to improve care processes around patients' cannabis use, and providers should be supported to communicate accurate and consistent information.

摘要

背景

患者门户安全消息传递使患者能够以标准电子健康记录(EHR)文档中可能未充分体现的方式描述与健康相关的行为,但对于在该平台上如何讨论大麻却知之甚少。

目的

本研究旨在识别讨论大麻的患者和提供者安全消息,并将这些讨论置于宾夕法尼亚州医用大麻合法化前后的不同时期进行背景分析。

方法

我们检查了2012年1月至2022年6月期间美国宾夕法尼亚州一个综合医疗服务系统中15340名患者和6101名提供者发送的382982条安全消息。我们采用无监督自然语言处理方法构建了一个词汇表,以识别明确讨论大麻的消息。然后,我们对随机抽取的已识别消息样本进行定性内容分析,以了解患者使用大麻的医学原因、与大麻相关讨论的主要目的以及这些目的随时间的变化。

结果

我们识别出1098名患者(占研究中患者总数的7.2%)发送的1782条消息以及430名提供者(占研究中提供者总数的7%)发送的800条消息明确讨论了大麻。在190条抽样消息中,患者提及的最常见使用大麻的医学原因包括疼痛或与疼痛相关的病症(占消息的50.5%)、焦虑(占消息的13.7%)和睡眠问题(占消息的11.1%)。我们对患者消息中提及大麻背后的56种不同目的以及100条抽样提供者消息中的33种目的进行了编码。在合法化之前的几年(2012 - 2016年),患者和提供者的消息(两者均为n = 20)主要由关于大麻筛查结果的讨论驱动(分别占消息的38.9%和76.5%)。在合法化后的几年(2017 - 2022年),患者消息(n = 170)主要涉及寻求便利医用大麻使用的帮助(占消息的35.2%)以及报告当前使用情况(占消息的25.3%)。提供者消息(n = 80)则由提供获取医用大麻的帮助(占消息的27.5%)以及表明他们无法转诊、开处方或推荐医用大麻(占消息的26.3%)驱动。

结论

患者愿意通过患者门户安全消息讨论大麻使用情况,并在医用大麻合法化后表达了使用兴趣。一些提供者回应患者的询问,提供获取医用大麻的帮助,而另一些则告诫患者使用大麻的风险。通过安全消息洞察与大麻相关的讨论,有助于医疗系统确定改善围绕患者大麻使用的护理流程的机会,并且应支持提供者传达准确一致的信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81bc/11671783/f81abddc2ac8/jmir_v26i1e63311_fig1.jpg

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