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利用Instagram上#Dexcom的照片监测进行现实世界中的连续血糖监测:探索性混合方法研究

Continuous Glucose Monitoring in the Real World Using Photosurveillance of #Dexcom on Instagram: Exploratory Mixed Methods Study.

作者信息

Litchman Michelle L, Wawrzynski Sarah E, Woodruff Whitney S, Arrington Joseph B, Nguyen Quynh C, Gee Perry M

机构信息

College of Nursing, University of Utah, Salt Lake City, UT, United States.

Intermountain Healthcare, Salt Lake City, UT, United States.

出版信息

JMIR Public Health Surveill. 2019 May 24;5(2):e11024. doi: 10.2196/11024.

Abstract

BACKGROUND

Individuals with diabetes are using social media as a method to share and gather information about their health via the diabetes online community. Infoveillance is one methodological approach to examine health care trends. However, infoveillance, while very effective in identifying many real-world health trends, may miss opportunities that use photographs as primary sources for data. We propose a new methodology, photosurveillance, in which photographs are analyzed to examine real-world trends.

OBJECTIVE

The purpose of this research is to (1) assess the use of photosurveillance as a research method to examine real-world trends in diabetes and (2) report on real-world use of continuous glucose monitoring (CGM) on Instagram.

METHODS

This exploratory mixed methods study examined all photographs posted on Instagram that were identified with the hashtag #dexcom over a 3-month period-December 2016 to February 2017. Photographs were coded by CGM location on the body. Original posts and corresponding comments were textually coded for length of CGM device wear and CGM failure and were analyzed for emerging themes.

RESULTS

A total of 2923 photographs were manually screened; 12.08% (353/2923) depicted a photograph with a CGM site location. The majority (225/353, 63.7%) of the photographs showed a CGM site in an off-label location, while 26.2% (92/353) were in an FDA-approved location (ie, abdomen) and 10.2% (36/353) were in an unidentifiable location. There were no significant differences in the number of likes or comments based on US Food and Drug Administration (FDA) approval. Five themes emerged from the analysis of original posts (N=353) and corresponding comments (N=2364): (1) endorsement of CGM as providing a sense of well-being; (2) reciprocating information, encouragement, and support; (3) reciprocating CGM-related frustrations; (4) life hacks to optimize CGM use; and (5) sharing and learning about off-label CGM activity.

CONCLUSIONS

Our results indicate that individuals successfully used CGM in off-label locations, posting photos of these areas with greater frequency than of the abdomen, with no indication of sensor failure. While these photographs only capture a snapshot in time, these posts can be used to inform providers and industry leaders of real-world trends in CGM use. Additionally, there were instances in which sensors were worn beyond the FDA-approved 7-day period; however, they represented the minority in this study.

摘要

背景

糖尿病患者正利用社交媒体,通过糖尿病在线社区来分享和收集有关其健康状况的信息。信息监测是一种用于研究医疗保健趋势的方法。然而,信息监测虽然在识别许多现实世界的健康趋势方面非常有效,但可能会错过将照片作为主要数据来源的机会。我们提出一种新方法——照片监测,即通过分析照片来研究现实世界的趋势。

目的

本研究的目的是(1)评估将照片监测作为一种研究方法来研究糖尿病现实世界趋势的应用情况,以及(2)报告在照片墙(Instagram)上持续葡萄糖监测(CGM)的实际使用情况。

方法

这项探索性混合方法研究检查了在2016年12月至2017年2月这3个月期间,照片墙上发布的所有带有标签#dexcom的照片。照片根据CGM在身体上的位置进行编码。对原始帖子及相应评论进行文本编码,统计CGM设备的佩戴时长和CGM故障情况,并分析其中出现的主题。

结果

共人工筛选了2923张照片;12.08%(353/2923)的照片展示了带有CGM设备位置的画面。大多数照片(225/353,63.7%)显示CGM设备位于非标签位置,而26.2%(92/353)位于美国食品药品监督管理局(FDA)批准的位置(即腹部),10.2%(36/353)位置无法辨认。基于FDA批准情况,点赞数或评论数没有显著差异。对原始帖子(N = 353)和相应评论(N = 2364)的分析得出了五个主题:(1)认可CGM能带来幸福感;(2)分享信息、鼓励和支持;(3)分享与CGM相关的挫折;(4)优化CGM使用的生活小窍门;(5)分享和了解非标签CGM活动。

结论

我们的结果表明,个体成功地在非标签位置使用了CGM,拍摄这些部位照片的频率高于腹部,且没有传感器故障的迹象。虽然这些照片只是捕捉了某个时间点的情况,但这些帖子可用于让医疗服务提供者和行业领导者了解CGM使用的现实世界趋势。此外,有部分情况是传感器的佩戴时间超过了FDA批准的7天期限;然而,在本研究中这只占少数。

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